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A review of factors that influence the diffusion of innovation
when structuring a faculty training program
John Bennett a1 Linda Bennettb
aBusiness Program Stephens College Columbia MO 65215 USAbDepartment of Curriculum and Instruction University of Missouri-Columbia Columbia MO 65211 USA
Received 23 September 2002 received in revised form 18 November 2002 accepted 22 November 2002
Abstract
The purpose of this paper is identify those characteristics of instructional technology that may
influence a faculty memberrsquos willingness to integrate it in hisher teaching by drawing upon the
diffusion of innovation literature It then presents the results of a study conducted at a small liberal arts
college on the effectiveness of a faculty training program that was designed to encourage faculty to
adopt a course management system in their classroom-based undergraduate courses The training
program was based on an approach that considers those factors that influence the adoption rate of
technology specifically the course management system Blackboard
D 2002 Elsevier Science Inc All rights reserved
Keywords Technology training program Course management system Innovation Undergraduate education
Blackboard
1 Introduction
At a growing number of colleges and universities the faculty are being exhorted to
integrate technology into their instructional activities The pressure faced by the faculty to
utilize technology in their teaching is coming from administrators seeking to turn their
institutions into high-tech learning communities and from students who are becoming
1096-751602$ ndash see front matter D 2002 Elsevier Science Inc All rights reserved
PII S1096 -7516 (02 )00161 -6
Corresponding author Tel +1-573-882-1993 fax +1-573-884-2917
E-mail address lbmissouriedu (L Bennett)1 Tel + 1-573-876-2307
Internet and Higher Education 6 (2003) 53ndash63
increasingly insistent that technology be utilized in their courses The faculty are also being
cajoled by their peers who are considered early adopters of instructional technology and
always eager to cite its pedagogical advantages to nonadopters This pressure is not likely to
subside in the future considering the expected increase in the number of online courses and
degree programs being offered by institutions of higher education in the United States In
1999 72 of 2-year and 4-year institutions offered online courses up from 48 a year
earlier according to a survey by Market Data Retrieval (Grimes 2001) Merrill Researchers
estimate that the number of students enrolled in distance learning courses will increase from
710000 in 1998 to 22 million in 2002 (Grimes 2001) There are also a growing number of
colleges and universities experimenting with lsquolsquohybridrsquorsquo or lsquolsquoblendedrsquorsquo models of teaching that
replace some in-person class meetings with virtual sessions Some predict that within 5 years
between 80 and 90 of all courses will be available in a hybrid format (Young 2002) To
facilitate the development of courses that utilize Internet-based technologies an increasing
number of institutions in the United States offer their faculties course management tools like
WebCT and Blackboard According to the 2001 National Survey of Information Technology
in US Higher Education roughly three-fourths (732) of colleges and universities offer
course management tools up from 578 in 2000 (The Campus Computing Project 2001)
The growth of courses utilizing Internet-based technologies is due to many factors that are
both technological and pedagogical The technological factors include the accelerating power
of personal computers increasing telecommunications bandwidth capabilities and state-of-
the-art software development and delivery (Phipps amp Merisotis 2000) However many
advocates of Internet-based distance education often cite its pedagogical advantages as the
primary reasons for its rapid growth They believe that the Internet has the potential to
democratize education lower costs and ultimately improve the quality of courses and
curriculum (Benebunan-Finch Lozada Pirog Priluck amp Wisenblit 2001 Grimes 2001
Young 2001) Some of the most avid supporters of Internet-based distance education believe
that the Internet can deliver an education experience as good asmdashand in some cases superior
tomdashthat which a student receives in a traditional classroom (Hiltz 1994 Schulman amp Sims
1999)
Still despite the increased pressure being placed on faculty to integrate technology in their
courses many are reluctant to do so In fact the biggest obstacle to applying technology in
the classroom at many institutions is not a lack of funds or technology but a faculty that is
unwilling to use the technology made available to them (Lynch 2002) For example despite
the fact that 80 of public 4-year colleges make course management tools available to their
faculties professors actually use them in only 20 of their courses (Lynch 2002) The
problem has become so acute that for the past 5 years senior information technology officers
who have been surveyed annually by The Campus Computing Project have identified helping
faculty members integrate technology into instruction as the single most important issue
confronting their campuses in the near future (Lynch 2002) The study also found that the
average ranking that information technology officers give faculty members for being prepared
to use technology as a resource in instruction is a measly 35 (on a five-point scale with
1 = poor and 5 = excellent) Kenneth Green the director of The Campus Computing Project
predicts that the number of faculty willing to invest time and effort to integrate technology
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6354
into their courses may begin to level off due to inadequate institutional support and
recognition for their efforts (Lynch 2002) While these constraints may not have served as
a barrier for innovators and early adopters they do for many other faculty who are less
enamored with technology and need assurances that the benefits of integrating technology
outweigh the costs
This reluctance to embrace technology is due to many factors such as the amount of time
and effort required to properly integrate technology into the curriculum persistent doubts
about the pedagogical benefits of the technology being utilized and the failure of many
tenure-and-promotion systems to recognize teaching with technology (Mendels 1998 Reich
1999 Stancill 1999 Young 2002) In addition according to a recent study by the Higher
Education Research Institute at UCLA many faculty members are hesitant to embrace
technology because it is perceived as a source of stress (Lynch 2002)
Because of the reluctance of many faculty members to integrate technology into their
instructional activities it is not surprising that faculty development support and training
were identified as the most critical issues faced by IT administrators in the 2002 EDUCAUSE
Current Issues Survey (Kobulnicky amp Ruby 2002) It ranked third on the list of issues that
respondents reported to be the most pressing to resolve for their institutionrsquos strategic success
and ranked sixth place on the list in issues most demanding of human andor financial
resources It was also ranked eighth on the list of issues that have the most potential to
become more significant in the coming year and ranked tenth on the list of issues that IT
administrators spend most of their time addressing In the 2001 National Survey of
Information Technology in US Higher Education survey respondents across all sectors of
higher education identify assisting faculty in integrating technology into instruction as the
single most important IT issue confronting their campuses over the next 2 or 3 years (The
Campus Computing Project 2001) However establishing the need for a faculty development
and training program presents a far lesser challenge to IT administrators than the task of
designing an effective program A program will succeed if it moves a faculty member from
simply being aware of instructional technology to fully integrating it in hisher teaching and
research
The purpose of this paper is identify those characteristics of technology that may influence
a faculty memberrsquos willingness to integrate it in hisher teaching by drawing upon the
diffusion of innovation literature It then presents the results of a study conducted at a small
liberal arts college on the effectiveness of a faculty training program that was designed to
encourage faculty to adopt a course management system in classroom-based undergraduate
courses The program was based on an approach that considers those factors that influence the
adoption rate of technology specifically the course management system Blackboard
2 Diffusion of innovation
The literature on diffusion of innovation provides insights into the factors that may
influence a faculty memberrsquos likelihood of utilizing a new technology for instructional
purposes In general when someone is confronted with a new technology heshe goes
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 55
through an adoption decision process in which heshe gathers information tests the
technology and then considers whether it offers a sufficient improvement to warrant the
investment of time and energy that is required to add it to hisher repertoire of skills (Rogers
1995) The faculty being urged to integrate technology in their courses face a similar
situation
The diffusion literature also suggests that a personrsquos likelihood of adoption is influenced by
several characteristics of the technology By reviewing these characteristics and considering
how they may be manifested in a faculty training program it may be possible to predict how
these factors will influence a faculty memberrsquos response to such technologies
The first characteristic is relative advantage or the degree to which a faculty member
perceives a new technology as superior to existing substitutes If the technology provides
some type of increased effectiveness or efficiency then individuals are more likely to adopt
the technology (Rogers 1995) This suggests the need to focus on the specific pedagogical
advantages of the instructional technology over more conventional teaching tools in the
faculty training program However discussing the pedagogical value of a particular
technology is complex Most instructional technologies are so flexible and can be put to
so many uses that it is impossible to identify their intrinsic value Rather the value of the
technology will depend on the ways in which it is used
The second characteristic is trialability or the degree to which the faculty member can test
the technology before deciding whether to adopt it The greater the opportunity to try a new
technology the easier it is for faculty members to evaluate it and ultimately adopt it (Rogers
1995) However trialability can be a challenge for many forms of instructional technology
since they may require faculty members to make substantial investments of time and effort
before they can begin to experiment Regardless it is essential for faculty members to be
given the opportunity to lsquolsquotest driversquorsquo the technology whether it be a software package like a
course management system or a hardware like an interactive white board
The third characteristic is observability or the ease to which the technology can be
observed imagined or described to the potential user If the technology has a high degree of
observability it will be relatively easy for the faculty member to learn about it and judge its
potential benefits This in turn can increase the likelihood of adoption (Rogers 1995) The
importance of observability indicates how critical it is that the instructional technology be
demonstrated in the faculty training program
The fourth characteristic is complexity or the degree to which the technology is difficult to
understand or use Instructional technologies can be very intimidating for many faculty
members due to their perceived complexity (Lynch 2002) This is of particular concern to the
designers of development and training programs because until faculty are comfortable using
technology there will not be a significant change in instructional practices in the classroom
(Porter amp Foster 1998) Even if the technology itself is not perceived to be difficult to
understand learning how to effectively apply it to enhance teaching and learning can be This
perception of complexity causes many faculty members to assume often incorrectly that
learning how to use the technology will take an inordinate amount of time and effort
Compounding the problem is the fact that many faculty members across the country say that
the tenure-and-promotion system fails to recognize the investment of time and effort in
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6356
learning how to use instructional technology (Young 2002) To ensure that the fear of
technical complexity does not present itself as an obstacle it is important that the content and
outcomes of the development and training program be consistent with the knowledge skills
and abilities of the faculty involved
The last characteristic is compatibility or the degree to which the faculty member feels
that the instructional technology is consistent with hisher values and philosophy of
teaching A faculty member who favors a high degree of interaction in the classroom
and active learning methods needs to know how the technology will assist himher in
achieving these goals A program that focuses on the interactive instructional properties of
the technology would be of greater interest to this faculty member than one that failed to
discuss how the technology is consistent with hisher teaching philosophy Unfortunately in
many circumstances the introduction of instructional technology will require the rejection of
one set of values and ideas about education and the adoption of a new set with regards to
what constitutes effective pedagogy Today most faculty members conduct a teaching-
centered classroom However because research indicates that students are learning differ-
ently today the learning methodologies utilized to employ the technology require the use of
a learner-centered approach (Anson 1999 Boettcher 1999 McCormick 1999 Moersch
1995 Shirer 1999 Sprague amp Dede 1999) This approach is based on a constructivist
theory to education in which students learn by taking in information from the world and
constructing their own meaning from the experience as opposed to someone simply giving
them bits of information (Arminio 1999 Sprague amp Dede 1999 Turoff 1999) To facilitate
the transition from a teaching-centered approach to one that is more learner-centered faculty
development must evolve from simply teaching about software to lsquolsquotraining faculty in how
to use the software in a learning environmentrsquorsquo (Rao amp Rao 1999) Such a program should
include teaching the faculty to understand the learning styles of the students because a
major influence on the facultyrsquos view of teaching is on the perceived view of learning
outcomes (Guffey Lary amp Bradley 1997 Rainer 1999) Unless the faculty are willing to
use the learner-centered approach in their teaching there may be strong resistance to the
adoption of instructional technology
3 Designing the faculty training program
In the fall of 2001 a faculty training program was developed at a private liberal arts college
to encourage faculty to consider using the course management system Blackboard 50 in
their classroom-based undergraduate courses Prior to the establishment of this training
program the usage of Blackboard among faculty was considered very low (approximately
15 of the faculty use the system on a regular basis) despite the fact that there has been
considerable trial usage of the software since it was acquired (approximately 50 of the
faculty have tried the software) The goal of the training program was to increase the usage of
Blackboard among the faculty to at least 25 by the spring 2002 semester In order to achieve
this level of penetration the program was designed to improve participantsrsquo general attitudes
toward computers increase their level of competency in using computers as instructional
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 57
tools and raise their awareness of the usefulness of computers in enhancing teaching and
learning
Approximately 20 faculty who were not Blackboard users volunteered to participate in the
program that was offered during the fall 2001 and spring 2002 semesters The program
consisted of a series of seminars and workshops as well as individualized instruction and was
led by a faculty member given release time to serve as the collegersquos instructional technology
specialist In introducing the course management system to the program participants careful
consideration was given to the characteristics cited earlier in this report that influence a
technologyrsquos rate of adoption That is in presenting the technology to the program
participants the program coordinator cited the relative advantages of the technology over
more conventional technologies provided demonstrations of the software in every workshop
introduced the most advanced features of Blackboard toward the end of the program in order
to reduce its perceived complexity allowed time for the participants to test the software
during each of the workshops and discussed the pedagogical value of the software and how it
is consistent with various approaches to teaching and learning
The program was offered in three phases The first phase consisted of a half-day seminar in
the first half of the fall semester during which three faculty members with extensive
experience using Blackboard gave demonstrations of their course sites so that the program
participants could observe how their colleagues are utilizing the technology The faculty
members chosen to give the demonstrations were from different academic areas and used
varied teaching strategies so that the participants could appreciate the versatility of
Blackboard During the demonstrations the presenters noted the specific advantages that
course management systems like Blackboard offered over more conventional technologies
This was done early in the program in order to allay any concerns or doubts that the
participants may have had about the benefits of investing their time learning about the system
Particular attention was given to specific features available to Blackboard users in the
communication content and assessment areas of the system and how they might be used to
enhance teaching and learning Throughout the discussion of the relative advantages of
Blackboard it was emphasized that the pedagogical value of this course management system
depended on how it was utilized That simply adopting this technology was not enough This
point was illustrated by citing examples of the ineffective use of course management systems
The second phase of the program consisted of two full-day workshops held during the
second half of the fall semester In the first workshop the participants were taken to the
computer laboratory and given the opportunity to begin the process of creating a course web
site using the most basic Blackboard features Prior to this workshop the faculty were asked
to bring electronic copies of course materials such as syllabi lecture notes PowerPoint slides
and any other materials they wanted to upload to the course site Each faculty was given as
much time as necessary to create hisher site and was offered individualized instruction In the
second workshop the more advanced features of Blackboard such as the asynchronous and
synchronous communication tools grade book digital drop box and assessment manager
were introduced after the participants had gained some competence using Blackboard
The third and final stage of the program consisted of three 1-h follow-up sessions In the
first session which was scheduled during the last 2 weeks of the fall semester those
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6358
participants who had decided to begin using Blackboard in the upcoming spring semester
were given an opportunity to showcase their course sites and discuss how they planned to use
the course management system to enhance teaching and learning In the second and third
follow-up sessions these faculty members were asked to provide the group with an
assessment of their experience using Blackboard The second session was scheduled midway
through the spring semester and the third was held during the last week of the spring
semester These sessions served as an opportunity for the Blackboard users to discuss with the
larger group any problems or concerns that arose when Blackboard was integrated in their
classes and how these problems were handled These follow-up sessions not only provided
the participants with a greater awareness of some of problems they might encounter when
using Blackboard it also enabled the computer services personnel to determine what problem
areas to address in the troubleshooting guide they were preparing for Blackboard users
4 Evaluations
At the beginning of the training program the participants were surveyed to assess their
perceptions about the usefulness of computers as instructional tools their beliefs about
whether computers enhance studentsrsquo learning experiences their level of competency in using
computers as instructional tools and their general attitude toward computers The survey was
again administered at the conclusion of the 30-week program in the spring of 2002 to measure
the impact the program had on the participantsrsquo attitudes and beliefs with respect to
instructional technology
Both surveys were administered to the 20 program participants and included four
composite variables containing 5ndash13 items each The items used in each composite as well
as the inter-item reliability of each scale are given in Appendix A The first composite focuses
on beliefs about the usefulness of computers as instructional tools The mean response for this
composite variable on the pretest was 315 (using a five-point scale with 1 = strongly disagree
and 5 = strongly agree) On the posttest the mean response showed a significant increase to
357 (F= 1464 P=0001)
The second composite focuses on beliefs about whether computers enhance studentsrsquo
learning experience The mean response for this composite variable on the pretest was 291
On the posttest the mean response showed a significant increase to 344 (F = 959 P=003)
The third composite focuses on individual faculty membersrsquo sense of efficacymdashthat they
are capable and competent at using computers as instructional tools The mean response for
this composite variable on the pretest was 259 On the posttest the mean response showed a
significant increase to 300 (F = 732 P=0090)
The fourth composite focuses on individual faculty membersrsquo general attitudes toward
computers The mean response for this composite variable on the pretest was 291 On the
posttest the mean response showed a significant increase to 344 (F= 959 P=0030) The
main results in the four composite variables are provided in Table 1
The positive shift in the participantsrsquo attitudes toward instructional technology is reflected
in the number of those who planned to continue using Blackboard after completing the
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 59
training program Ninety percent of the 20 participants indicated that they would be using
Blackboard in their classroom-based courses in the coming academic year This would result
in an increase in the total number of faculty at the college electing to use Blackboard in their
classes from 15 prior to the start of the training program to more than 37 in a 1-year
period This was significantly more than the stated goal of 25
5 Conclusion
The success of the faculty training program underscores the importance of considering
those factors that impact an individualrsquos adoption of technology when designing the program
By discussing the relative advantages of instructional technology offering demonstrations of
how the technology can be utilized to enhance teaching and learning providing participants
with the opportunity to lsquolsquotest driversquorsquo the technology giving consideration to the participantsrsquo
level of comfort with technology and showing how the technology fits with the participantsrsquo
values and philosophies of teaching the program helped eliminate many of the obstacles that
hinder the adoption of instructional technology More importantly giving consideration to
these factors in the design of the program resulted in its having a positive impact on the
participantsrsquo attitudes and beliefs with respect to instructional technology Similar programs
could be developed for students in order to increase their usage of instructional technology In
these programs the emphasis would be placed on the potential of instructional technology to
enhance learning as opposed to teaching
Appendix A Usefulness of computers as instructional tools
The first composite focuses on beliefs about the usefulness of computers as instructional
tools The eight items included in this composite are
1 Computers could enhance remedial instruction
2 Computers can be used successfully with courses which demand creative activities
3 Computers can be a useful instructional aid in almost all subject areas
4 The use of computers in education almost always reduces the personal treatment of
students (reverse scored)
5 I believe that I am a better teacher with technology
Table 1
Composite variables pretest and posttest results
Composite variable Pretest Posttest
(1) Usefulness of computers as instructional tools 315 357 (F= 1464 P=0001)
(2) Potential of computers to enhance studentsrsquo learning experience 291 344 (F= 959 P=003)
(3) Sense of efficacy with computers 259 300 (F= 732 P=0090)
(4) Attitudes toward computers 291 344 (F= 959 P=0030)
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6360
6 Computers would motivate students
7 Computers would significantly improve the overall quality of my studentsrsquo education
8 The use of computers in education almost always reduces the personal treatment of
students (reverse scored)
Inter-item reliability for the scale (lsquolsquoUsefulness of computers in instructionrsquorsquo) as a whole
was good (coefficient a=80)
Appendix B Enhancement of learning experience
The second composite focuses on beliefs about whether computers enhance studentsrsquo
learning experience and specifically on beliefs about e-mail in college courses The 12 items
included in this composite are
1 Computers would help students improve their writing
2 Computers would stimulate creativity in students
3 Computers can be a useful instructional aid in almost all subject areas
4 The use of e-mail makes the student feel more involved
5 The use of e-mail helps provide a better learning experience
6 The use of e-mail makes the course more interesting
7 More courses should use e-mail to disseminate class information and assignments
8 The use of e-mail creates more interaction between students enrolled in the course
9 The use of e-mail creates more interaction between students and instructor
10 E-mail provides better access to the instructor
11 E-mail is an effective means of disseminating class information and assignments
12 I prefer e-mail to traditional class handouts as an information disseminator
Inter-item reliability for the scale (lsquolsquoEnhancement of learning experiencersquorsquo) was high
(coefficient a=94)
Appendix C Sense of efficacy with computers
The third composite focuses on individual faculty membersrsquo sense of efficacymdashthat they
are capable and competent at using computers as instructional tools The 10 items included in
this composite are
1 Figuring out a computer problem does not appeal to me (reverse scored)
2 Computers frustrate me (reverse scored)
3 I have a lot of self-confidence when it comes to working with computers
4 I feel apprehensive about using a computer (reverse scored)
5 I have become familiar with computers through my previous experience
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 61
6 I feel qualified to teach computer literacy
7 I feel at ease when I am around computers
8 Learning to operate computers is like learning any new skillmdashthe more you practice the
better you become
9 I do not think that I could handle a computer course (reverse scored)
10 Computers are hard to figure out how to use (reverse scored)
Inter-item reliability for the scale (lsquolsquoEfficacyrsquorsquo) was good (coefficient a=83)
Appendix D Attitudes towards computers
The fourth composite focuses on individual faculty membersrsquo general attitudes toward
computers The five items included in this composite are
1 I want to learn a lot about computers
2 The challenge of learning about computers is exciting
3 Learning about computers is boring to me (reverse scored)
4 I enjoy learning how computers are used in our daily lives
5 A job using computers would be very interesting
Inter-item reliability for the scale (lsquolsquoAttitudersquorsquo) was good (coefficient a=83)
References
Anson C M (1999) Distance voices teaching and writing in a culture of technology College English 61
261ndash280
Arminio J (1999) The virtual campus technology and reform in higher education Journal of College Student
Personnel 40 114
Benebunan-Finch R Lozada H R Pirog S Priluck R amp Wisenblit J (2001) Integrating information
technology into the marketing curriculum a pragmatic paradigm Journal of Marketing Education 23 5ndash15
Boettcher J (1999) The shift from a teaching to a learning paradigm Syllabus 50ndash51
Grimes A (2001 March 12) The hope and the reality big money is pouring into the business of education But
itrsquos too soon to tell whether there will be any payoff Wall Street Journal R6
Guffey J S R Lary C amp Bradley M J (1997) Technology staff development triage using three mastery
levels 1ndash9 (ERIC Document Reproduction Service No Ed418072)
Hiltz S (1994) The virtual classroom learning without limits via computer networks Norwood NJ Alblex
Kobulnicky P amp Ruby J A (2002) EDUCAUSE Quarterly Third Annual EDUCAUSE Survey identifies
Current IT Issues by Paul Kobulnicky Julia A Rudy and the EDUCAUSE Current Issues Committee 252
Lynch D (2002 January 18) Professors should embrace technology in courses Chronicle of Higher Edu-
cation B15
McCormick S (1999) The case for visual media in learning Syllabus 4ndash6
Mendels P (1998) US official calls for studies of technology in classrooms New York Times [Online]
(Retrieved June 21 2002 from httpwwwnytimescomlibrarytech9804cyberarticles27educationhtml)
Moersch C (1995) Levels of technology implementation a framework for measuring classroom technology use
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6362
Learning and Leading with Technology 23 (Retrieved June 22 2002 from httpwwwisteorgLampLarchive
vol26no8supplementmoerschmoerschhtml)
Phipps R A amp Merisotis J P (2000) Quality on the line benchmarks for success in Internet-based distance
education Washington DC The Institute for Higher Education Policy
Porter T amp Foster S K (1998) From a distance training and teacher education THE Journal 26 (Retrieved on
June 22 2002 from httpwwwthejournalcommagazine98Septfeatures4html)
Rainer J D (1999) Faculty living their beliefs Journal of Teacher Education 50 192ndash199
Rao P V amp Rao L M (1999) Strategies that support instructional technology Syllabus 22ndash24
Reich D (1999) Questioning technology an interview with Jeffrey Reiman American 17ndash21
Rogers E M (1995) Diffusion of innovation (4th ed) New York The Free Press
Schulman A H amp Sims R L (1999) Learning in an online format versus an in-class format an experimental
study THE Journal (Retrieved June 22 2002 from httpwwwthejournalcommagazinevaulta2090cfm)
Shirer M (1999) Forrester technographics finds that young consumers are internalizing net rules (pp 1ndash3)
Cambridge MA Forrester Research
Sprague D amp Dede C (1999) Constructivism in the classroom if I teach this way am I doing my job Learning
and Leading with Technology 27(1) 6ndash9 16ndash17
Stancill J (1999) UNC lets bricks mortar give way to bits bytes News Observer on the Web (Retrieved June 23
2002 from httpsearchnews-observercomplweb-cgi202920202020AND2019990501
3C3Ddate)
The Campus Computing Project (2001) The 2001 national survey of information technology in US higher
education Encino CA The Campus Computing Project
Turoff M (1999) Education commerce communications the era of competition WebNet Journal 22ndash31
Young J (2002 March 22) Hybrid teaching seeks to end the divide between traditional and online instruction
Chronicle of Higher Education A33
Young M R (2001) Windowed wired and webbedmdashnow what Journal of Marketing Education 23(1) 45ndash54
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 63
increasingly insistent that technology be utilized in their courses The faculty are also being
cajoled by their peers who are considered early adopters of instructional technology and
always eager to cite its pedagogical advantages to nonadopters This pressure is not likely to
subside in the future considering the expected increase in the number of online courses and
degree programs being offered by institutions of higher education in the United States In
1999 72 of 2-year and 4-year institutions offered online courses up from 48 a year
earlier according to a survey by Market Data Retrieval (Grimes 2001) Merrill Researchers
estimate that the number of students enrolled in distance learning courses will increase from
710000 in 1998 to 22 million in 2002 (Grimes 2001) There are also a growing number of
colleges and universities experimenting with lsquolsquohybridrsquorsquo or lsquolsquoblendedrsquorsquo models of teaching that
replace some in-person class meetings with virtual sessions Some predict that within 5 years
between 80 and 90 of all courses will be available in a hybrid format (Young 2002) To
facilitate the development of courses that utilize Internet-based technologies an increasing
number of institutions in the United States offer their faculties course management tools like
WebCT and Blackboard According to the 2001 National Survey of Information Technology
in US Higher Education roughly three-fourths (732) of colleges and universities offer
course management tools up from 578 in 2000 (The Campus Computing Project 2001)
The growth of courses utilizing Internet-based technologies is due to many factors that are
both technological and pedagogical The technological factors include the accelerating power
of personal computers increasing telecommunications bandwidth capabilities and state-of-
the-art software development and delivery (Phipps amp Merisotis 2000) However many
advocates of Internet-based distance education often cite its pedagogical advantages as the
primary reasons for its rapid growth They believe that the Internet has the potential to
democratize education lower costs and ultimately improve the quality of courses and
curriculum (Benebunan-Finch Lozada Pirog Priluck amp Wisenblit 2001 Grimes 2001
Young 2001) Some of the most avid supporters of Internet-based distance education believe
that the Internet can deliver an education experience as good asmdashand in some cases superior
tomdashthat which a student receives in a traditional classroom (Hiltz 1994 Schulman amp Sims
1999)
Still despite the increased pressure being placed on faculty to integrate technology in their
courses many are reluctant to do so In fact the biggest obstacle to applying technology in
the classroom at many institutions is not a lack of funds or technology but a faculty that is
unwilling to use the technology made available to them (Lynch 2002) For example despite
the fact that 80 of public 4-year colleges make course management tools available to their
faculties professors actually use them in only 20 of their courses (Lynch 2002) The
problem has become so acute that for the past 5 years senior information technology officers
who have been surveyed annually by The Campus Computing Project have identified helping
faculty members integrate technology into instruction as the single most important issue
confronting their campuses in the near future (Lynch 2002) The study also found that the
average ranking that information technology officers give faculty members for being prepared
to use technology as a resource in instruction is a measly 35 (on a five-point scale with
1 = poor and 5 = excellent) Kenneth Green the director of The Campus Computing Project
predicts that the number of faculty willing to invest time and effort to integrate technology
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6354
into their courses may begin to level off due to inadequate institutional support and
recognition for their efforts (Lynch 2002) While these constraints may not have served as
a barrier for innovators and early adopters they do for many other faculty who are less
enamored with technology and need assurances that the benefits of integrating technology
outweigh the costs
This reluctance to embrace technology is due to many factors such as the amount of time
and effort required to properly integrate technology into the curriculum persistent doubts
about the pedagogical benefits of the technology being utilized and the failure of many
tenure-and-promotion systems to recognize teaching with technology (Mendels 1998 Reich
1999 Stancill 1999 Young 2002) In addition according to a recent study by the Higher
Education Research Institute at UCLA many faculty members are hesitant to embrace
technology because it is perceived as a source of stress (Lynch 2002)
Because of the reluctance of many faculty members to integrate technology into their
instructional activities it is not surprising that faculty development support and training
were identified as the most critical issues faced by IT administrators in the 2002 EDUCAUSE
Current Issues Survey (Kobulnicky amp Ruby 2002) It ranked third on the list of issues that
respondents reported to be the most pressing to resolve for their institutionrsquos strategic success
and ranked sixth place on the list in issues most demanding of human andor financial
resources It was also ranked eighth on the list of issues that have the most potential to
become more significant in the coming year and ranked tenth on the list of issues that IT
administrators spend most of their time addressing In the 2001 National Survey of
Information Technology in US Higher Education survey respondents across all sectors of
higher education identify assisting faculty in integrating technology into instruction as the
single most important IT issue confronting their campuses over the next 2 or 3 years (The
Campus Computing Project 2001) However establishing the need for a faculty development
and training program presents a far lesser challenge to IT administrators than the task of
designing an effective program A program will succeed if it moves a faculty member from
simply being aware of instructional technology to fully integrating it in hisher teaching and
research
The purpose of this paper is identify those characteristics of technology that may influence
a faculty memberrsquos willingness to integrate it in hisher teaching by drawing upon the
diffusion of innovation literature It then presents the results of a study conducted at a small
liberal arts college on the effectiveness of a faculty training program that was designed to
encourage faculty to adopt a course management system in classroom-based undergraduate
courses The program was based on an approach that considers those factors that influence the
adoption rate of technology specifically the course management system Blackboard
2 Diffusion of innovation
The literature on diffusion of innovation provides insights into the factors that may
influence a faculty memberrsquos likelihood of utilizing a new technology for instructional
purposes In general when someone is confronted with a new technology heshe goes
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 55
through an adoption decision process in which heshe gathers information tests the
technology and then considers whether it offers a sufficient improvement to warrant the
investment of time and energy that is required to add it to hisher repertoire of skills (Rogers
1995) The faculty being urged to integrate technology in their courses face a similar
situation
The diffusion literature also suggests that a personrsquos likelihood of adoption is influenced by
several characteristics of the technology By reviewing these characteristics and considering
how they may be manifested in a faculty training program it may be possible to predict how
these factors will influence a faculty memberrsquos response to such technologies
The first characteristic is relative advantage or the degree to which a faculty member
perceives a new technology as superior to existing substitutes If the technology provides
some type of increased effectiveness or efficiency then individuals are more likely to adopt
the technology (Rogers 1995) This suggests the need to focus on the specific pedagogical
advantages of the instructional technology over more conventional teaching tools in the
faculty training program However discussing the pedagogical value of a particular
technology is complex Most instructional technologies are so flexible and can be put to
so many uses that it is impossible to identify their intrinsic value Rather the value of the
technology will depend on the ways in which it is used
The second characteristic is trialability or the degree to which the faculty member can test
the technology before deciding whether to adopt it The greater the opportunity to try a new
technology the easier it is for faculty members to evaluate it and ultimately adopt it (Rogers
1995) However trialability can be a challenge for many forms of instructional technology
since they may require faculty members to make substantial investments of time and effort
before they can begin to experiment Regardless it is essential for faculty members to be
given the opportunity to lsquolsquotest driversquorsquo the technology whether it be a software package like a
course management system or a hardware like an interactive white board
The third characteristic is observability or the ease to which the technology can be
observed imagined or described to the potential user If the technology has a high degree of
observability it will be relatively easy for the faculty member to learn about it and judge its
potential benefits This in turn can increase the likelihood of adoption (Rogers 1995) The
importance of observability indicates how critical it is that the instructional technology be
demonstrated in the faculty training program
The fourth characteristic is complexity or the degree to which the technology is difficult to
understand or use Instructional technologies can be very intimidating for many faculty
members due to their perceived complexity (Lynch 2002) This is of particular concern to the
designers of development and training programs because until faculty are comfortable using
technology there will not be a significant change in instructional practices in the classroom
(Porter amp Foster 1998) Even if the technology itself is not perceived to be difficult to
understand learning how to effectively apply it to enhance teaching and learning can be This
perception of complexity causes many faculty members to assume often incorrectly that
learning how to use the technology will take an inordinate amount of time and effort
Compounding the problem is the fact that many faculty members across the country say that
the tenure-and-promotion system fails to recognize the investment of time and effort in
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6356
learning how to use instructional technology (Young 2002) To ensure that the fear of
technical complexity does not present itself as an obstacle it is important that the content and
outcomes of the development and training program be consistent with the knowledge skills
and abilities of the faculty involved
The last characteristic is compatibility or the degree to which the faculty member feels
that the instructional technology is consistent with hisher values and philosophy of
teaching A faculty member who favors a high degree of interaction in the classroom
and active learning methods needs to know how the technology will assist himher in
achieving these goals A program that focuses on the interactive instructional properties of
the technology would be of greater interest to this faculty member than one that failed to
discuss how the technology is consistent with hisher teaching philosophy Unfortunately in
many circumstances the introduction of instructional technology will require the rejection of
one set of values and ideas about education and the adoption of a new set with regards to
what constitutes effective pedagogy Today most faculty members conduct a teaching-
centered classroom However because research indicates that students are learning differ-
ently today the learning methodologies utilized to employ the technology require the use of
a learner-centered approach (Anson 1999 Boettcher 1999 McCormick 1999 Moersch
1995 Shirer 1999 Sprague amp Dede 1999) This approach is based on a constructivist
theory to education in which students learn by taking in information from the world and
constructing their own meaning from the experience as opposed to someone simply giving
them bits of information (Arminio 1999 Sprague amp Dede 1999 Turoff 1999) To facilitate
the transition from a teaching-centered approach to one that is more learner-centered faculty
development must evolve from simply teaching about software to lsquolsquotraining faculty in how
to use the software in a learning environmentrsquorsquo (Rao amp Rao 1999) Such a program should
include teaching the faculty to understand the learning styles of the students because a
major influence on the facultyrsquos view of teaching is on the perceived view of learning
outcomes (Guffey Lary amp Bradley 1997 Rainer 1999) Unless the faculty are willing to
use the learner-centered approach in their teaching there may be strong resistance to the
adoption of instructional technology
3 Designing the faculty training program
In the fall of 2001 a faculty training program was developed at a private liberal arts college
to encourage faculty to consider using the course management system Blackboard 50 in
their classroom-based undergraduate courses Prior to the establishment of this training
program the usage of Blackboard among faculty was considered very low (approximately
15 of the faculty use the system on a regular basis) despite the fact that there has been
considerable trial usage of the software since it was acquired (approximately 50 of the
faculty have tried the software) The goal of the training program was to increase the usage of
Blackboard among the faculty to at least 25 by the spring 2002 semester In order to achieve
this level of penetration the program was designed to improve participantsrsquo general attitudes
toward computers increase their level of competency in using computers as instructional
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 57
tools and raise their awareness of the usefulness of computers in enhancing teaching and
learning
Approximately 20 faculty who were not Blackboard users volunteered to participate in the
program that was offered during the fall 2001 and spring 2002 semesters The program
consisted of a series of seminars and workshops as well as individualized instruction and was
led by a faculty member given release time to serve as the collegersquos instructional technology
specialist In introducing the course management system to the program participants careful
consideration was given to the characteristics cited earlier in this report that influence a
technologyrsquos rate of adoption That is in presenting the technology to the program
participants the program coordinator cited the relative advantages of the technology over
more conventional technologies provided demonstrations of the software in every workshop
introduced the most advanced features of Blackboard toward the end of the program in order
to reduce its perceived complexity allowed time for the participants to test the software
during each of the workshops and discussed the pedagogical value of the software and how it
is consistent with various approaches to teaching and learning
The program was offered in three phases The first phase consisted of a half-day seminar in
the first half of the fall semester during which three faculty members with extensive
experience using Blackboard gave demonstrations of their course sites so that the program
participants could observe how their colleagues are utilizing the technology The faculty
members chosen to give the demonstrations were from different academic areas and used
varied teaching strategies so that the participants could appreciate the versatility of
Blackboard During the demonstrations the presenters noted the specific advantages that
course management systems like Blackboard offered over more conventional technologies
This was done early in the program in order to allay any concerns or doubts that the
participants may have had about the benefits of investing their time learning about the system
Particular attention was given to specific features available to Blackboard users in the
communication content and assessment areas of the system and how they might be used to
enhance teaching and learning Throughout the discussion of the relative advantages of
Blackboard it was emphasized that the pedagogical value of this course management system
depended on how it was utilized That simply adopting this technology was not enough This
point was illustrated by citing examples of the ineffective use of course management systems
The second phase of the program consisted of two full-day workshops held during the
second half of the fall semester In the first workshop the participants were taken to the
computer laboratory and given the opportunity to begin the process of creating a course web
site using the most basic Blackboard features Prior to this workshop the faculty were asked
to bring electronic copies of course materials such as syllabi lecture notes PowerPoint slides
and any other materials they wanted to upload to the course site Each faculty was given as
much time as necessary to create hisher site and was offered individualized instruction In the
second workshop the more advanced features of Blackboard such as the asynchronous and
synchronous communication tools grade book digital drop box and assessment manager
were introduced after the participants had gained some competence using Blackboard
The third and final stage of the program consisted of three 1-h follow-up sessions In the
first session which was scheduled during the last 2 weeks of the fall semester those
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6358
participants who had decided to begin using Blackboard in the upcoming spring semester
were given an opportunity to showcase their course sites and discuss how they planned to use
the course management system to enhance teaching and learning In the second and third
follow-up sessions these faculty members were asked to provide the group with an
assessment of their experience using Blackboard The second session was scheduled midway
through the spring semester and the third was held during the last week of the spring
semester These sessions served as an opportunity for the Blackboard users to discuss with the
larger group any problems or concerns that arose when Blackboard was integrated in their
classes and how these problems were handled These follow-up sessions not only provided
the participants with a greater awareness of some of problems they might encounter when
using Blackboard it also enabled the computer services personnel to determine what problem
areas to address in the troubleshooting guide they were preparing for Blackboard users
4 Evaluations
At the beginning of the training program the participants were surveyed to assess their
perceptions about the usefulness of computers as instructional tools their beliefs about
whether computers enhance studentsrsquo learning experiences their level of competency in using
computers as instructional tools and their general attitude toward computers The survey was
again administered at the conclusion of the 30-week program in the spring of 2002 to measure
the impact the program had on the participantsrsquo attitudes and beliefs with respect to
instructional technology
Both surveys were administered to the 20 program participants and included four
composite variables containing 5ndash13 items each The items used in each composite as well
as the inter-item reliability of each scale are given in Appendix A The first composite focuses
on beliefs about the usefulness of computers as instructional tools The mean response for this
composite variable on the pretest was 315 (using a five-point scale with 1 = strongly disagree
and 5 = strongly agree) On the posttest the mean response showed a significant increase to
357 (F= 1464 P=0001)
The second composite focuses on beliefs about whether computers enhance studentsrsquo
learning experience The mean response for this composite variable on the pretest was 291
On the posttest the mean response showed a significant increase to 344 (F = 959 P=003)
The third composite focuses on individual faculty membersrsquo sense of efficacymdashthat they
are capable and competent at using computers as instructional tools The mean response for
this composite variable on the pretest was 259 On the posttest the mean response showed a
significant increase to 300 (F = 732 P=0090)
The fourth composite focuses on individual faculty membersrsquo general attitudes toward
computers The mean response for this composite variable on the pretest was 291 On the
posttest the mean response showed a significant increase to 344 (F= 959 P=0030) The
main results in the four composite variables are provided in Table 1
The positive shift in the participantsrsquo attitudes toward instructional technology is reflected
in the number of those who planned to continue using Blackboard after completing the
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 59
training program Ninety percent of the 20 participants indicated that they would be using
Blackboard in their classroom-based courses in the coming academic year This would result
in an increase in the total number of faculty at the college electing to use Blackboard in their
classes from 15 prior to the start of the training program to more than 37 in a 1-year
period This was significantly more than the stated goal of 25
5 Conclusion
The success of the faculty training program underscores the importance of considering
those factors that impact an individualrsquos adoption of technology when designing the program
By discussing the relative advantages of instructional technology offering demonstrations of
how the technology can be utilized to enhance teaching and learning providing participants
with the opportunity to lsquolsquotest driversquorsquo the technology giving consideration to the participantsrsquo
level of comfort with technology and showing how the technology fits with the participantsrsquo
values and philosophies of teaching the program helped eliminate many of the obstacles that
hinder the adoption of instructional technology More importantly giving consideration to
these factors in the design of the program resulted in its having a positive impact on the
participantsrsquo attitudes and beliefs with respect to instructional technology Similar programs
could be developed for students in order to increase their usage of instructional technology In
these programs the emphasis would be placed on the potential of instructional technology to
enhance learning as opposed to teaching
Appendix A Usefulness of computers as instructional tools
The first composite focuses on beliefs about the usefulness of computers as instructional
tools The eight items included in this composite are
1 Computers could enhance remedial instruction
2 Computers can be used successfully with courses which demand creative activities
3 Computers can be a useful instructional aid in almost all subject areas
4 The use of computers in education almost always reduces the personal treatment of
students (reverse scored)
5 I believe that I am a better teacher with technology
Table 1
Composite variables pretest and posttest results
Composite variable Pretest Posttest
(1) Usefulness of computers as instructional tools 315 357 (F= 1464 P=0001)
(2) Potential of computers to enhance studentsrsquo learning experience 291 344 (F= 959 P=003)
(3) Sense of efficacy with computers 259 300 (F= 732 P=0090)
(4) Attitudes toward computers 291 344 (F= 959 P=0030)
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6360
6 Computers would motivate students
7 Computers would significantly improve the overall quality of my studentsrsquo education
8 The use of computers in education almost always reduces the personal treatment of
students (reverse scored)
Inter-item reliability for the scale (lsquolsquoUsefulness of computers in instructionrsquorsquo) as a whole
was good (coefficient a=80)
Appendix B Enhancement of learning experience
The second composite focuses on beliefs about whether computers enhance studentsrsquo
learning experience and specifically on beliefs about e-mail in college courses The 12 items
included in this composite are
1 Computers would help students improve their writing
2 Computers would stimulate creativity in students
3 Computers can be a useful instructional aid in almost all subject areas
4 The use of e-mail makes the student feel more involved
5 The use of e-mail helps provide a better learning experience
6 The use of e-mail makes the course more interesting
7 More courses should use e-mail to disseminate class information and assignments
8 The use of e-mail creates more interaction between students enrolled in the course
9 The use of e-mail creates more interaction between students and instructor
10 E-mail provides better access to the instructor
11 E-mail is an effective means of disseminating class information and assignments
12 I prefer e-mail to traditional class handouts as an information disseminator
Inter-item reliability for the scale (lsquolsquoEnhancement of learning experiencersquorsquo) was high
(coefficient a=94)
Appendix C Sense of efficacy with computers
The third composite focuses on individual faculty membersrsquo sense of efficacymdashthat they
are capable and competent at using computers as instructional tools The 10 items included in
this composite are
1 Figuring out a computer problem does not appeal to me (reverse scored)
2 Computers frustrate me (reverse scored)
3 I have a lot of self-confidence when it comes to working with computers
4 I feel apprehensive about using a computer (reverse scored)
5 I have become familiar with computers through my previous experience
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 61
6 I feel qualified to teach computer literacy
7 I feel at ease when I am around computers
8 Learning to operate computers is like learning any new skillmdashthe more you practice the
better you become
9 I do not think that I could handle a computer course (reverse scored)
10 Computers are hard to figure out how to use (reverse scored)
Inter-item reliability for the scale (lsquolsquoEfficacyrsquorsquo) was good (coefficient a=83)
Appendix D Attitudes towards computers
The fourth composite focuses on individual faculty membersrsquo general attitudes toward
computers The five items included in this composite are
1 I want to learn a lot about computers
2 The challenge of learning about computers is exciting
3 Learning about computers is boring to me (reverse scored)
4 I enjoy learning how computers are used in our daily lives
5 A job using computers would be very interesting
Inter-item reliability for the scale (lsquolsquoAttitudersquorsquo) was good (coefficient a=83)
References
Anson C M (1999) Distance voices teaching and writing in a culture of technology College English 61
261ndash280
Arminio J (1999) The virtual campus technology and reform in higher education Journal of College Student
Personnel 40 114
Benebunan-Finch R Lozada H R Pirog S Priluck R amp Wisenblit J (2001) Integrating information
technology into the marketing curriculum a pragmatic paradigm Journal of Marketing Education 23 5ndash15
Boettcher J (1999) The shift from a teaching to a learning paradigm Syllabus 50ndash51
Grimes A (2001 March 12) The hope and the reality big money is pouring into the business of education But
itrsquos too soon to tell whether there will be any payoff Wall Street Journal R6
Guffey J S R Lary C amp Bradley M J (1997) Technology staff development triage using three mastery
levels 1ndash9 (ERIC Document Reproduction Service No Ed418072)
Hiltz S (1994) The virtual classroom learning without limits via computer networks Norwood NJ Alblex
Kobulnicky P amp Ruby J A (2002) EDUCAUSE Quarterly Third Annual EDUCAUSE Survey identifies
Current IT Issues by Paul Kobulnicky Julia A Rudy and the EDUCAUSE Current Issues Committee 252
Lynch D (2002 January 18) Professors should embrace technology in courses Chronicle of Higher Edu-
cation B15
McCormick S (1999) The case for visual media in learning Syllabus 4ndash6
Mendels P (1998) US official calls for studies of technology in classrooms New York Times [Online]
(Retrieved June 21 2002 from httpwwwnytimescomlibrarytech9804cyberarticles27educationhtml)
Moersch C (1995) Levels of technology implementation a framework for measuring classroom technology use
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6362
Learning and Leading with Technology 23 (Retrieved June 22 2002 from httpwwwisteorgLampLarchive
vol26no8supplementmoerschmoerschhtml)
Phipps R A amp Merisotis J P (2000) Quality on the line benchmarks for success in Internet-based distance
education Washington DC The Institute for Higher Education Policy
Porter T amp Foster S K (1998) From a distance training and teacher education THE Journal 26 (Retrieved on
June 22 2002 from httpwwwthejournalcommagazine98Septfeatures4html)
Rainer J D (1999) Faculty living their beliefs Journal of Teacher Education 50 192ndash199
Rao P V amp Rao L M (1999) Strategies that support instructional technology Syllabus 22ndash24
Reich D (1999) Questioning technology an interview with Jeffrey Reiman American 17ndash21
Rogers E M (1995) Diffusion of innovation (4th ed) New York The Free Press
Schulman A H amp Sims R L (1999) Learning in an online format versus an in-class format an experimental
study THE Journal (Retrieved June 22 2002 from httpwwwthejournalcommagazinevaulta2090cfm)
Shirer M (1999) Forrester technographics finds that young consumers are internalizing net rules (pp 1ndash3)
Cambridge MA Forrester Research
Sprague D amp Dede C (1999) Constructivism in the classroom if I teach this way am I doing my job Learning
and Leading with Technology 27(1) 6ndash9 16ndash17
Stancill J (1999) UNC lets bricks mortar give way to bits bytes News Observer on the Web (Retrieved June 23
2002 from httpsearchnews-observercomplweb-cgi202920202020AND2019990501
3C3Ddate)
The Campus Computing Project (2001) The 2001 national survey of information technology in US higher
education Encino CA The Campus Computing Project
Turoff M (1999) Education commerce communications the era of competition WebNet Journal 22ndash31
Young J (2002 March 22) Hybrid teaching seeks to end the divide between traditional and online instruction
Chronicle of Higher Education A33
Young M R (2001) Windowed wired and webbedmdashnow what Journal of Marketing Education 23(1) 45ndash54
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 63
into their courses may begin to level off due to inadequate institutional support and
recognition for their efforts (Lynch 2002) While these constraints may not have served as
a barrier for innovators and early adopters they do for many other faculty who are less
enamored with technology and need assurances that the benefits of integrating technology
outweigh the costs
This reluctance to embrace technology is due to many factors such as the amount of time
and effort required to properly integrate technology into the curriculum persistent doubts
about the pedagogical benefits of the technology being utilized and the failure of many
tenure-and-promotion systems to recognize teaching with technology (Mendels 1998 Reich
1999 Stancill 1999 Young 2002) In addition according to a recent study by the Higher
Education Research Institute at UCLA many faculty members are hesitant to embrace
technology because it is perceived as a source of stress (Lynch 2002)
Because of the reluctance of many faculty members to integrate technology into their
instructional activities it is not surprising that faculty development support and training
were identified as the most critical issues faced by IT administrators in the 2002 EDUCAUSE
Current Issues Survey (Kobulnicky amp Ruby 2002) It ranked third on the list of issues that
respondents reported to be the most pressing to resolve for their institutionrsquos strategic success
and ranked sixth place on the list in issues most demanding of human andor financial
resources It was also ranked eighth on the list of issues that have the most potential to
become more significant in the coming year and ranked tenth on the list of issues that IT
administrators spend most of their time addressing In the 2001 National Survey of
Information Technology in US Higher Education survey respondents across all sectors of
higher education identify assisting faculty in integrating technology into instruction as the
single most important IT issue confronting their campuses over the next 2 or 3 years (The
Campus Computing Project 2001) However establishing the need for a faculty development
and training program presents a far lesser challenge to IT administrators than the task of
designing an effective program A program will succeed if it moves a faculty member from
simply being aware of instructional technology to fully integrating it in hisher teaching and
research
The purpose of this paper is identify those characteristics of technology that may influence
a faculty memberrsquos willingness to integrate it in hisher teaching by drawing upon the
diffusion of innovation literature It then presents the results of a study conducted at a small
liberal arts college on the effectiveness of a faculty training program that was designed to
encourage faculty to adopt a course management system in classroom-based undergraduate
courses The program was based on an approach that considers those factors that influence the
adoption rate of technology specifically the course management system Blackboard
2 Diffusion of innovation
The literature on diffusion of innovation provides insights into the factors that may
influence a faculty memberrsquos likelihood of utilizing a new technology for instructional
purposes In general when someone is confronted with a new technology heshe goes
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 55
through an adoption decision process in which heshe gathers information tests the
technology and then considers whether it offers a sufficient improvement to warrant the
investment of time and energy that is required to add it to hisher repertoire of skills (Rogers
1995) The faculty being urged to integrate technology in their courses face a similar
situation
The diffusion literature also suggests that a personrsquos likelihood of adoption is influenced by
several characteristics of the technology By reviewing these characteristics and considering
how they may be manifested in a faculty training program it may be possible to predict how
these factors will influence a faculty memberrsquos response to such technologies
The first characteristic is relative advantage or the degree to which a faculty member
perceives a new technology as superior to existing substitutes If the technology provides
some type of increased effectiveness or efficiency then individuals are more likely to adopt
the technology (Rogers 1995) This suggests the need to focus on the specific pedagogical
advantages of the instructional technology over more conventional teaching tools in the
faculty training program However discussing the pedagogical value of a particular
technology is complex Most instructional technologies are so flexible and can be put to
so many uses that it is impossible to identify their intrinsic value Rather the value of the
technology will depend on the ways in which it is used
The second characteristic is trialability or the degree to which the faculty member can test
the technology before deciding whether to adopt it The greater the opportunity to try a new
technology the easier it is for faculty members to evaluate it and ultimately adopt it (Rogers
1995) However trialability can be a challenge for many forms of instructional technology
since they may require faculty members to make substantial investments of time and effort
before they can begin to experiment Regardless it is essential for faculty members to be
given the opportunity to lsquolsquotest driversquorsquo the technology whether it be a software package like a
course management system or a hardware like an interactive white board
The third characteristic is observability or the ease to which the technology can be
observed imagined or described to the potential user If the technology has a high degree of
observability it will be relatively easy for the faculty member to learn about it and judge its
potential benefits This in turn can increase the likelihood of adoption (Rogers 1995) The
importance of observability indicates how critical it is that the instructional technology be
demonstrated in the faculty training program
The fourth characteristic is complexity or the degree to which the technology is difficult to
understand or use Instructional technologies can be very intimidating for many faculty
members due to their perceived complexity (Lynch 2002) This is of particular concern to the
designers of development and training programs because until faculty are comfortable using
technology there will not be a significant change in instructional practices in the classroom
(Porter amp Foster 1998) Even if the technology itself is not perceived to be difficult to
understand learning how to effectively apply it to enhance teaching and learning can be This
perception of complexity causes many faculty members to assume often incorrectly that
learning how to use the technology will take an inordinate amount of time and effort
Compounding the problem is the fact that many faculty members across the country say that
the tenure-and-promotion system fails to recognize the investment of time and effort in
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6356
learning how to use instructional technology (Young 2002) To ensure that the fear of
technical complexity does not present itself as an obstacle it is important that the content and
outcomes of the development and training program be consistent with the knowledge skills
and abilities of the faculty involved
The last characteristic is compatibility or the degree to which the faculty member feels
that the instructional technology is consistent with hisher values and philosophy of
teaching A faculty member who favors a high degree of interaction in the classroom
and active learning methods needs to know how the technology will assist himher in
achieving these goals A program that focuses on the interactive instructional properties of
the technology would be of greater interest to this faculty member than one that failed to
discuss how the technology is consistent with hisher teaching philosophy Unfortunately in
many circumstances the introduction of instructional technology will require the rejection of
one set of values and ideas about education and the adoption of a new set with regards to
what constitutes effective pedagogy Today most faculty members conduct a teaching-
centered classroom However because research indicates that students are learning differ-
ently today the learning methodologies utilized to employ the technology require the use of
a learner-centered approach (Anson 1999 Boettcher 1999 McCormick 1999 Moersch
1995 Shirer 1999 Sprague amp Dede 1999) This approach is based on a constructivist
theory to education in which students learn by taking in information from the world and
constructing their own meaning from the experience as opposed to someone simply giving
them bits of information (Arminio 1999 Sprague amp Dede 1999 Turoff 1999) To facilitate
the transition from a teaching-centered approach to one that is more learner-centered faculty
development must evolve from simply teaching about software to lsquolsquotraining faculty in how
to use the software in a learning environmentrsquorsquo (Rao amp Rao 1999) Such a program should
include teaching the faculty to understand the learning styles of the students because a
major influence on the facultyrsquos view of teaching is on the perceived view of learning
outcomes (Guffey Lary amp Bradley 1997 Rainer 1999) Unless the faculty are willing to
use the learner-centered approach in their teaching there may be strong resistance to the
adoption of instructional technology
3 Designing the faculty training program
In the fall of 2001 a faculty training program was developed at a private liberal arts college
to encourage faculty to consider using the course management system Blackboard 50 in
their classroom-based undergraduate courses Prior to the establishment of this training
program the usage of Blackboard among faculty was considered very low (approximately
15 of the faculty use the system on a regular basis) despite the fact that there has been
considerable trial usage of the software since it was acquired (approximately 50 of the
faculty have tried the software) The goal of the training program was to increase the usage of
Blackboard among the faculty to at least 25 by the spring 2002 semester In order to achieve
this level of penetration the program was designed to improve participantsrsquo general attitudes
toward computers increase their level of competency in using computers as instructional
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 57
tools and raise their awareness of the usefulness of computers in enhancing teaching and
learning
Approximately 20 faculty who were not Blackboard users volunteered to participate in the
program that was offered during the fall 2001 and spring 2002 semesters The program
consisted of a series of seminars and workshops as well as individualized instruction and was
led by a faculty member given release time to serve as the collegersquos instructional technology
specialist In introducing the course management system to the program participants careful
consideration was given to the characteristics cited earlier in this report that influence a
technologyrsquos rate of adoption That is in presenting the technology to the program
participants the program coordinator cited the relative advantages of the technology over
more conventional technologies provided demonstrations of the software in every workshop
introduced the most advanced features of Blackboard toward the end of the program in order
to reduce its perceived complexity allowed time for the participants to test the software
during each of the workshops and discussed the pedagogical value of the software and how it
is consistent with various approaches to teaching and learning
The program was offered in three phases The first phase consisted of a half-day seminar in
the first half of the fall semester during which three faculty members with extensive
experience using Blackboard gave demonstrations of their course sites so that the program
participants could observe how their colleagues are utilizing the technology The faculty
members chosen to give the demonstrations were from different academic areas and used
varied teaching strategies so that the participants could appreciate the versatility of
Blackboard During the demonstrations the presenters noted the specific advantages that
course management systems like Blackboard offered over more conventional technologies
This was done early in the program in order to allay any concerns or doubts that the
participants may have had about the benefits of investing their time learning about the system
Particular attention was given to specific features available to Blackboard users in the
communication content and assessment areas of the system and how they might be used to
enhance teaching and learning Throughout the discussion of the relative advantages of
Blackboard it was emphasized that the pedagogical value of this course management system
depended on how it was utilized That simply adopting this technology was not enough This
point was illustrated by citing examples of the ineffective use of course management systems
The second phase of the program consisted of two full-day workshops held during the
second half of the fall semester In the first workshop the participants were taken to the
computer laboratory and given the opportunity to begin the process of creating a course web
site using the most basic Blackboard features Prior to this workshop the faculty were asked
to bring electronic copies of course materials such as syllabi lecture notes PowerPoint slides
and any other materials they wanted to upload to the course site Each faculty was given as
much time as necessary to create hisher site and was offered individualized instruction In the
second workshop the more advanced features of Blackboard such as the asynchronous and
synchronous communication tools grade book digital drop box and assessment manager
were introduced after the participants had gained some competence using Blackboard
The third and final stage of the program consisted of three 1-h follow-up sessions In the
first session which was scheduled during the last 2 weeks of the fall semester those
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6358
participants who had decided to begin using Blackboard in the upcoming spring semester
were given an opportunity to showcase their course sites and discuss how they planned to use
the course management system to enhance teaching and learning In the second and third
follow-up sessions these faculty members were asked to provide the group with an
assessment of their experience using Blackboard The second session was scheduled midway
through the spring semester and the third was held during the last week of the spring
semester These sessions served as an opportunity for the Blackboard users to discuss with the
larger group any problems or concerns that arose when Blackboard was integrated in their
classes and how these problems were handled These follow-up sessions not only provided
the participants with a greater awareness of some of problems they might encounter when
using Blackboard it also enabled the computer services personnel to determine what problem
areas to address in the troubleshooting guide they were preparing for Blackboard users
4 Evaluations
At the beginning of the training program the participants were surveyed to assess their
perceptions about the usefulness of computers as instructional tools their beliefs about
whether computers enhance studentsrsquo learning experiences their level of competency in using
computers as instructional tools and their general attitude toward computers The survey was
again administered at the conclusion of the 30-week program in the spring of 2002 to measure
the impact the program had on the participantsrsquo attitudes and beliefs with respect to
instructional technology
Both surveys were administered to the 20 program participants and included four
composite variables containing 5ndash13 items each The items used in each composite as well
as the inter-item reliability of each scale are given in Appendix A The first composite focuses
on beliefs about the usefulness of computers as instructional tools The mean response for this
composite variable on the pretest was 315 (using a five-point scale with 1 = strongly disagree
and 5 = strongly agree) On the posttest the mean response showed a significant increase to
357 (F= 1464 P=0001)
The second composite focuses on beliefs about whether computers enhance studentsrsquo
learning experience The mean response for this composite variable on the pretest was 291
On the posttest the mean response showed a significant increase to 344 (F = 959 P=003)
The third composite focuses on individual faculty membersrsquo sense of efficacymdashthat they
are capable and competent at using computers as instructional tools The mean response for
this composite variable on the pretest was 259 On the posttest the mean response showed a
significant increase to 300 (F = 732 P=0090)
The fourth composite focuses on individual faculty membersrsquo general attitudes toward
computers The mean response for this composite variable on the pretest was 291 On the
posttest the mean response showed a significant increase to 344 (F= 959 P=0030) The
main results in the four composite variables are provided in Table 1
The positive shift in the participantsrsquo attitudes toward instructional technology is reflected
in the number of those who planned to continue using Blackboard after completing the
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 59
training program Ninety percent of the 20 participants indicated that they would be using
Blackboard in their classroom-based courses in the coming academic year This would result
in an increase in the total number of faculty at the college electing to use Blackboard in their
classes from 15 prior to the start of the training program to more than 37 in a 1-year
period This was significantly more than the stated goal of 25
5 Conclusion
The success of the faculty training program underscores the importance of considering
those factors that impact an individualrsquos adoption of technology when designing the program
By discussing the relative advantages of instructional technology offering demonstrations of
how the technology can be utilized to enhance teaching and learning providing participants
with the opportunity to lsquolsquotest driversquorsquo the technology giving consideration to the participantsrsquo
level of comfort with technology and showing how the technology fits with the participantsrsquo
values and philosophies of teaching the program helped eliminate many of the obstacles that
hinder the adoption of instructional technology More importantly giving consideration to
these factors in the design of the program resulted in its having a positive impact on the
participantsrsquo attitudes and beliefs with respect to instructional technology Similar programs
could be developed for students in order to increase their usage of instructional technology In
these programs the emphasis would be placed on the potential of instructional technology to
enhance learning as opposed to teaching
Appendix A Usefulness of computers as instructional tools
The first composite focuses on beliefs about the usefulness of computers as instructional
tools The eight items included in this composite are
1 Computers could enhance remedial instruction
2 Computers can be used successfully with courses which demand creative activities
3 Computers can be a useful instructional aid in almost all subject areas
4 The use of computers in education almost always reduces the personal treatment of
students (reverse scored)
5 I believe that I am a better teacher with technology
Table 1
Composite variables pretest and posttest results
Composite variable Pretest Posttest
(1) Usefulness of computers as instructional tools 315 357 (F= 1464 P=0001)
(2) Potential of computers to enhance studentsrsquo learning experience 291 344 (F= 959 P=003)
(3) Sense of efficacy with computers 259 300 (F= 732 P=0090)
(4) Attitudes toward computers 291 344 (F= 959 P=0030)
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6360
6 Computers would motivate students
7 Computers would significantly improve the overall quality of my studentsrsquo education
8 The use of computers in education almost always reduces the personal treatment of
students (reverse scored)
Inter-item reliability for the scale (lsquolsquoUsefulness of computers in instructionrsquorsquo) as a whole
was good (coefficient a=80)
Appendix B Enhancement of learning experience
The second composite focuses on beliefs about whether computers enhance studentsrsquo
learning experience and specifically on beliefs about e-mail in college courses The 12 items
included in this composite are
1 Computers would help students improve their writing
2 Computers would stimulate creativity in students
3 Computers can be a useful instructional aid in almost all subject areas
4 The use of e-mail makes the student feel more involved
5 The use of e-mail helps provide a better learning experience
6 The use of e-mail makes the course more interesting
7 More courses should use e-mail to disseminate class information and assignments
8 The use of e-mail creates more interaction between students enrolled in the course
9 The use of e-mail creates more interaction between students and instructor
10 E-mail provides better access to the instructor
11 E-mail is an effective means of disseminating class information and assignments
12 I prefer e-mail to traditional class handouts as an information disseminator
Inter-item reliability for the scale (lsquolsquoEnhancement of learning experiencersquorsquo) was high
(coefficient a=94)
Appendix C Sense of efficacy with computers
The third composite focuses on individual faculty membersrsquo sense of efficacymdashthat they
are capable and competent at using computers as instructional tools The 10 items included in
this composite are
1 Figuring out a computer problem does not appeal to me (reverse scored)
2 Computers frustrate me (reverse scored)
3 I have a lot of self-confidence when it comes to working with computers
4 I feel apprehensive about using a computer (reverse scored)
5 I have become familiar with computers through my previous experience
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 61
6 I feel qualified to teach computer literacy
7 I feel at ease when I am around computers
8 Learning to operate computers is like learning any new skillmdashthe more you practice the
better you become
9 I do not think that I could handle a computer course (reverse scored)
10 Computers are hard to figure out how to use (reverse scored)
Inter-item reliability for the scale (lsquolsquoEfficacyrsquorsquo) was good (coefficient a=83)
Appendix D Attitudes towards computers
The fourth composite focuses on individual faculty membersrsquo general attitudes toward
computers The five items included in this composite are
1 I want to learn a lot about computers
2 The challenge of learning about computers is exciting
3 Learning about computers is boring to me (reverse scored)
4 I enjoy learning how computers are used in our daily lives
5 A job using computers would be very interesting
Inter-item reliability for the scale (lsquolsquoAttitudersquorsquo) was good (coefficient a=83)
References
Anson C M (1999) Distance voices teaching and writing in a culture of technology College English 61
261ndash280
Arminio J (1999) The virtual campus technology and reform in higher education Journal of College Student
Personnel 40 114
Benebunan-Finch R Lozada H R Pirog S Priluck R amp Wisenblit J (2001) Integrating information
technology into the marketing curriculum a pragmatic paradigm Journal of Marketing Education 23 5ndash15
Boettcher J (1999) The shift from a teaching to a learning paradigm Syllabus 50ndash51
Grimes A (2001 March 12) The hope and the reality big money is pouring into the business of education But
itrsquos too soon to tell whether there will be any payoff Wall Street Journal R6
Guffey J S R Lary C amp Bradley M J (1997) Technology staff development triage using three mastery
levels 1ndash9 (ERIC Document Reproduction Service No Ed418072)
Hiltz S (1994) The virtual classroom learning without limits via computer networks Norwood NJ Alblex
Kobulnicky P amp Ruby J A (2002) EDUCAUSE Quarterly Third Annual EDUCAUSE Survey identifies
Current IT Issues by Paul Kobulnicky Julia A Rudy and the EDUCAUSE Current Issues Committee 252
Lynch D (2002 January 18) Professors should embrace technology in courses Chronicle of Higher Edu-
cation B15
McCormick S (1999) The case for visual media in learning Syllabus 4ndash6
Mendels P (1998) US official calls for studies of technology in classrooms New York Times [Online]
(Retrieved June 21 2002 from httpwwwnytimescomlibrarytech9804cyberarticles27educationhtml)
Moersch C (1995) Levels of technology implementation a framework for measuring classroom technology use
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6362
Learning and Leading with Technology 23 (Retrieved June 22 2002 from httpwwwisteorgLampLarchive
vol26no8supplementmoerschmoerschhtml)
Phipps R A amp Merisotis J P (2000) Quality on the line benchmarks for success in Internet-based distance
education Washington DC The Institute for Higher Education Policy
Porter T amp Foster S K (1998) From a distance training and teacher education THE Journal 26 (Retrieved on
June 22 2002 from httpwwwthejournalcommagazine98Septfeatures4html)
Rainer J D (1999) Faculty living their beliefs Journal of Teacher Education 50 192ndash199
Rao P V amp Rao L M (1999) Strategies that support instructional technology Syllabus 22ndash24
Reich D (1999) Questioning technology an interview with Jeffrey Reiman American 17ndash21
Rogers E M (1995) Diffusion of innovation (4th ed) New York The Free Press
Schulman A H amp Sims R L (1999) Learning in an online format versus an in-class format an experimental
study THE Journal (Retrieved June 22 2002 from httpwwwthejournalcommagazinevaulta2090cfm)
Shirer M (1999) Forrester technographics finds that young consumers are internalizing net rules (pp 1ndash3)
Cambridge MA Forrester Research
Sprague D amp Dede C (1999) Constructivism in the classroom if I teach this way am I doing my job Learning
and Leading with Technology 27(1) 6ndash9 16ndash17
Stancill J (1999) UNC lets bricks mortar give way to bits bytes News Observer on the Web (Retrieved June 23
2002 from httpsearchnews-observercomplweb-cgi202920202020AND2019990501
3C3Ddate)
The Campus Computing Project (2001) The 2001 national survey of information technology in US higher
education Encino CA The Campus Computing Project
Turoff M (1999) Education commerce communications the era of competition WebNet Journal 22ndash31
Young J (2002 March 22) Hybrid teaching seeks to end the divide between traditional and online instruction
Chronicle of Higher Education A33
Young M R (2001) Windowed wired and webbedmdashnow what Journal of Marketing Education 23(1) 45ndash54
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 63
through an adoption decision process in which heshe gathers information tests the
technology and then considers whether it offers a sufficient improvement to warrant the
investment of time and energy that is required to add it to hisher repertoire of skills (Rogers
1995) The faculty being urged to integrate technology in their courses face a similar
situation
The diffusion literature also suggests that a personrsquos likelihood of adoption is influenced by
several characteristics of the technology By reviewing these characteristics and considering
how they may be manifested in a faculty training program it may be possible to predict how
these factors will influence a faculty memberrsquos response to such technologies
The first characteristic is relative advantage or the degree to which a faculty member
perceives a new technology as superior to existing substitutes If the technology provides
some type of increased effectiveness or efficiency then individuals are more likely to adopt
the technology (Rogers 1995) This suggests the need to focus on the specific pedagogical
advantages of the instructional technology over more conventional teaching tools in the
faculty training program However discussing the pedagogical value of a particular
technology is complex Most instructional technologies are so flexible and can be put to
so many uses that it is impossible to identify their intrinsic value Rather the value of the
technology will depend on the ways in which it is used
The second characteristic is trialability or the degree to which the faculty member can test
the technology before deciding whether to adopt it The greater the opportunity to try a new
technology the easier it is for faculty members to evaluate it and ultimately adopt it (Rogers
1995) However trialability can be a challenge for many forms of instructional technology
since they may require faculty members to make substantial investments of time and effort
before they can begin to experiment Regardless it is essential for faculty members to be
given the opportunity to lsquolsquotest driversquorsquo the technology whether it be a software package like a
course management system or a hardware like an interactive white board
The third characteristic is observability or the ease to which the technology can be
observed imagined or described to the potential user If the technology has a high degree of
observability it will be relatively easy for the faculty member to learn about it and judge its
potential benefits This in turn can increase the likelihood of adoption (Rogers 1995) The
importance of observability indicates how critical it is that the instructional technology be
demonstrated in the faculty training program
The fourth characteristic is complexity or the degree to which the technology is difficult to
understand or use Instructional technologies can be very intimidating for many faculty
members due to their perceived complexity (Lynch 2002) This is of particular concern to the
designers of development and training programs because until faculty are comfortable using
technology there will not be a significant change in instructional practices in the classroom
(Porter amp Foster 1998) Even if the technology itself is not perceived to be difficult to
understand learning how to effectively apply it to enhance teaching and learning can be This
perception of complexity causes many faculty members to assume often incorrectly that
learning how to use the technology will take an inordinate amount of time and effort
Compounding the problem is the fact that many faculty members across the country say that
the tenure-and-promotion system fails to recognize the investment of time and effort in
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6356
learning how to use instructional technology (Young 2002) To ensure that the fear of
technical complexity does not present itself as an obstacle it is important that the content and
outcomes of the development and training program be consistent with the knowledge skills
and abilities of the faculty involved
The last characteristic is compatibility or the degree to which the faculty member feels
that the instructional technology is consistent with hisher values and philosophy of
teaching A faculty member who favors a high degree of interaction in the classroom
and active learning methods needs to know how the technology will assist himher in
achieving these goals A program that focuses on the interactive instructional properties of
the technology would be of greater interest to this faculty member than one that failed to
discuss how the technology is consistent with hisher teaching philosophy Unfortunately in
many circumstances the introduction of instructional technology will require the rejection of
one set of values and ideas about education and the adoption of a new set with regards to
what constitutes effective pedagogy Today most faculty members conduct a teaching-
centered classroom However because research indicates that students are learning differ-
ently today the learning methodologies utilized to employ the technology require the use of
a learner-centered approach (Anson 1999 Boettcher 1999 McCormick 1999 Moersch
1995 Shirer 1999 Sprague amp Dede 1999) This approach is based on a constructivist
theory to education in which students learn by taking in information from the world and
constructing their own meaning from the experience as opposed to someone simply giving
them bits of information (Arminio 1999 Sprague amp Dede 1999 Turoff 1999) To facilitate
the transition from a teaching-centered approach to one that is more learner-centered faculty
development must evolve from simply teaching about software to lsquolsquotraining faculty in how
to use the software in a learning environmentrsquorsquo (Rao amp Rao 1999) Such a program should
include teaching the faculty to understand the learning styles of the students because a
major influence on the facultyrsquos view of teaching is on the perceived view of learning
outcomes (Guffey Lary amp Bradley 1997 Rainer 1999) Unless the faculty are willing to
use the learner-centered approach in their teaching there may be strong resistance to the
adoption of instructional technology
3 Designing the faculty training program
In the fall of 2001 a faculty training program was developed at a private liberal arts college
to encourage faculty to consider using the course management system Blackboard 50 in
their classroom-based undergraduate courses Prior to the establishment of this training
program the usage of Blackboard among faculty was considered very low (approximately
15 of the faculty use the system on a regular basis) despite the fact that there has been
considerable trial usage of the software since it was acquired (approximately 50 of the
faculty have tried the software) The goal of the training program was to increase the usage of
Blackboard among the faculty to at least 25 by the spring 2002 semester In order to achieve
this level of penetration the program was designed to improve participantsrsquo general attitudes
toward computers increase their level of competency in using computers as instructional
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 57
tools and raise their awareness of the usefulness of computers in enhancing teaching and
learning
Approximately 20 faculty who were not Blackboard users volunteered to participate in the
program that was offered during the fall 2001 and spring 2002 semesters The program
consisted of a series of seminars and workshops as well as individualized instruction and was
led by a faculty member given release time to serve as the collegersquos instructional technology
specialist In introducing the course management system to the program participants careful
consideration was given to the characteristics cited earlier in this report that influence a
technologyrsquos rate of adoption That is in presenting the technology to the program
participants the program coordinator cited the relative advantages of the technology over
more conventional technologies provided demonstrations of the software in every workshop
introduced the most advanced features of Blackboard toward the end of the program in order
to reduce its perceived complexity allowed time for the participants to test the software
during each of the workshops and discussed the pedagogical value of the software and how it
is consistent with various approaches to teaching and learning
The program was offered in three phases The first phase consisted of a half-day seminar in
the first half of the fall semester during which three faculty members with extensive
experience using Blackboard gave demonstrations of their course sites so that the program
participants could observe how their colleagues are utilizing the technology The faculty
members chosen to give the demonstrations were from different academic areas and used
varied teaching strategies so that the participants could appreciate the versatility of
Blackboard During the demonstrations the presenters noted the specific advantages that
course management systems like Blackboard offered over more conventional technologies
This was done early in the program in order to allay any concerns or doubts that the
participants may have had about the benefits of investing their time learning about the system
Particular attention was given to specific features available to Blackboard users in the
communication content and assessment areas of the system and how they might be used to
enhance teaching and learning Throughout the discussion of the relative advantages of
Blackboard it was emphasized that the pedagogical value of this course management system
depended on how it was utilized That simply adopting this technology was not enough This
point was illustrated by citing examples of the ineffective use of course management systems
The second phase of the program consisted of two full-day workshops held during the
second half of the fall semester In the first workshop the participants were taken to the
computer laboratory and given the opportunity to begin the process of creating a course web
site using the most basic Blackboard features Prior to this workshop the faculty were asked
to bring electronic copies of course materials such as syllabi lecture notes PowerPoint slides
and any other materials they wanted to upload to the course site Each faculty was given as
much time as necessary to create hisher site and was offered individualized instruction In the
second workshop the more advanced features of Blackboard such as the asynchronous and
synchronous communication tools grade book digital drop box and assessment manager
were introduced after the participants had gained some competence using Blackboard
The third and final stage of the program consisted of three 1-h follow-up sessions In the
first session which was scheduled during the last 2 weeks of the fall semester those
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6358
participants who had decided to begin using Blackboard in the upcoming spring semester
were given an opportunity to showcase their course sites and discuss how they planned to use
the course management system to enhance teaching and learning In the second and third
follow-up sessions these faculty members were asked to provide the group with an
assessment of their experience using Blackboard The second session was scheduled midway
through the spring semester and the third was held during the last week of the spring
semester These sessions served as an opportunity for the Blackboard users to discuss with the
larger group any problems or concerns that arose when Blackboard was integrated in their
classes and how these problems were handled These follow-up sessions not only provided
the participants with a greater awareness of some of problems they might encounter when
using Blackboard it also enabled the computer services personnel to determine what problem
areas to address in the troubleshooting guide they were preparing for Blackboard users
4 Evaluations
At the beginning of the training program the participants were surveyed to assess their
perceptions about the usefulness of computers as instructional tools their beliefs about
whether computers enhance studentsrsquo learning experiences their level of competency in using
computers as instructional tools and their general attitude toward computers The survey was
again administered at the conclusion of the 30-week program in the spring of 2002 to measure
the impact the program had on the participantsrsquo attitudes and beliefs with respect to
instructional technology
Both surveys were administered to the 20 program participants and included four
composite variables containing 5ndash13 items each The items used in each composite as well
as the inter-item reliability of each scale are given in Appendix A The first composite focuses
on beliefs about the usefulness of computers as instructional tools The mean response for this
composite variable on the pretest was 315 (using a five-point scale with 1 = strongly disagree
and 5 = strongly agree) On the posttest the mean response showed a significant increase to
357 (F= 1464 P=0001)
The second composite focuses on beliefs about whether computers enhance studentsrsquo
learning experience The mean response for this composite variable on the pretest was 291
On the posttest the mean response showed a significant increase to 344 (F = 959 P=003)
The third composite focuses on individual faculty membersrsquo sense of efficacymdashthat they
are capable and competent at using computers as instructional tools The mean response for
this composite variable on the pretest was 259 On the posttest the mean response showed a
significant increase to 300 (F = 732 P=0090)
The fourth composite focuses on individual faculty membersrsquo general attitudes toward
computers The mean response for this composite variable on the pretest was 291 On the
posttest the mean response showed a significant increase to 344 (F= 959 P=0030) The
main results in the four composite variables are provided in Table 1
The positive shift in the participantsrsquo attitudes toward instructional technology is reflected
in the number of those who planned to continue using Blackboard after completing the
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 59
training program Ninety percent of the 20 participants indicated that they would be using
Blackboard in their classroom-based courses in the coming academic year This would result
in an increase in the total number of faculty at the college electing to use Blackboard in their
classes from 15 prior to the start of the training program to more than 37 in a 1-year
period This was significantly more than the stated goal of 25
5 Conclusion
The success of the faculty training program underscores the importance of considering
those factors that impact an individualrsquos adoption of technology when designing the program
By discussing the relative advantages of instructional technology offering demonstrations of
how the technology can be utilized to enhance teaching and learning providing participants
with the opportunity to lsquolsquotest driversquorsquo the technology giving consideration to the participantsrsquo
level of comfort with technology and showing how the technology fits with the participantsrsquo
values and philosophies of teaching the program helped eliminate many of the obstacles that
hinder the adoption of instructional technology More importantly giving consideration to
these factors in the design of the program resulted in its having a positive impact on the
participantsrsquo attitudes and beliefs with respect to instructional technology Similar programs
could be developed for students in order to increase their usage of instructional technology In
these programs the emphasis would be placed on the potential of instructional technology to
enhance learning as opposed to teaching
Appendix A Usefulness of computers as instructional tools
The first composite focuses on beliefs about the usefulness of computers as instructional
tools The eight items included in this composite are
1 Computers could enhance remedial instruction
2 Computers can be used successfully with courses which demand creative activities
3 Computers can be a useful instructional aid in almost all subject areas
4 The use of computers in education almost always reduces the personal treatment of
students (reverse scored)
5 I believe that I am a better teacher with technology
Table 1
Composite variables pretest and posttest results
Composite variable Pretest Posttest
(1) Usefulness of computers as instructional tools 315 357 (F= 1464 P=0001)
(2) Potential of computers to enhance studentsrsquo learning experience 291 344 (F= 959 P=003)
(3) Sense of efficacy with computers 259 300 (F= 732 P=0090)
(4) Attitudes toward computers 291 344 (F= 959 P=0030)
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6360
6 Computers would motivate students
7 Computers would significantly improve the overall quality of my studentsrsquo education
8 The use of computers in education almost always reduces the personal treatment of
students (reverse scored)
Inter-item reliability for the scale (lsquolsquoUsefulness of computers in instructionrsquorsquo) as a whole
was good (coefficient a=80)
Appendix B Enhancement of learning experience
The second composite focuses on beliefs about whether computers enhance studentsrsquo
learning experience and specifically on beliefs about e-mail in college courses The 12 items
included in this composite are
1 Computers would help students improve their writing
2 Computers would stimulate creativity in students
3 Computers can be a useful instructional aid in almost all subject areas
4 The use of e-mail makes the student feel more involved
5 The use of e-mail helps provide a better learning experience
6 The use of e-mail makes the course more interesting
7 More courses should use e-mail to disseminate class information and assignments
8 The use of e-mail creates more interaction between students enrolled in the course
9 The use of e-mail creates more interaction between students and instructor
10 E-mail provides better access to the instructor
11 E-mail is an effective means of disseminating class information and assignments
12 I prefer e-mail to traditional class handouts as an information disseminator
Inter-item reliability for the scale (lsquolsquoEnhancement of learning experiencersquorsquo) was high
(coefficient a=94)
Appendix C Sense of efficacy with computers
The third composite focuses on individual faculty membersrsquo sense of efficacymdashthat they
are capable and competent at using computers as instructional tools The 10 items included in
this composite are
1 Figuring out a computer problem does not appeal to me (reverse scored)
2 Computers frustrate me (reverse scored)
3 I have a lot of self-confidence when it comes to working with computers
4 I feel apprehensive about using a computer (reverse scored)
5 I have become familiar with computers through my previous experience
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 61
6 I feel qualified to teach computer literacy
7 I feel at ease when I am around computers
8 Learning to operate computers is like learning any new skillmdashthe more you practice the
better you become
9 I do not think that I could handle a computer course (reverse scored)
10 Computers are hard to figure out how to use (reverse scored)
Inter-item reliability for the scale (lsquolsquoEfficacyrsquorsquo) was good (coefficient a=83)
Appendix D Attitudes towards computers
The fourth composite focuses on individual faculty membersrsquo general attitudes toward
computers The five items included in this composite are
1 I want to learn a lot about computers
2 The challenge of learning about computers is exciting
3 Learning about computers is boring to me (reverse scored)
4 I enjoy learning how computers are used in our daily lives
5 A job using computers would be very interesting
Inter-item reliability for the scale (lsquolsquoAttitudersquorsquo) was good (coefficient a=83)
References
Anson C M (1999) Distance voices teaching and writing in a culture of technology College English 61
261ndash280
Arminio J (1999) The virtual campus technology and reform in higher education Journal of College Student
Personnel 40 114
Benebunan-Finch R Lozada H R Pirog S Priluck R amp Wisenblit J (2001) Integrating information
technology into the marketing curriculum a pragmatic paradigm Journal of Marketing Education 23 5ndash15
Boettcher J (1999) The shift from a teaching to a learning paradigm Syllabus 50ndash51
Grimes A (2001 March 12) The hope and the reality big money is pouring into the business of education But
itrsquos too soon to tell whether there will be any payoff Wall Street Journal R6
Guffey J S R Lary C amp Bradley M J (1997) Technology staff development triage using three mastery
levels 1ndash9 (ERIC Document Reproduction Service No Ed418072)
Hiltz S (1994) The virtual classroom learning without limits via computer networks Norwood NJ Alblex
Kobulnicky P amp Ruby J A (2002) EDUCAUSE Quarterly Third Annual EDUCAUSE Survey identifies
Current IT Issues by Paul Kobulnicky Julia A Rudy and the EDUCAUSE Current Issues Committee 252
Lynch D (2002 January 18) Professors should embrace technology in courses Chronicle of Higher Edu-
cation B15
McCormick S (1999) The case for visual media in learning Syllabus 4ndash6
Mendels P (1998) US official calls for studies of technology in classrooms New York Times [Online]
(Retrieved June 21 2002 from httpwwwnytimescomlibrarytech9804cyberarticles27educationhtml)
Moersch C (1995) Levels of technology implementation a framework for measuring classroom technology use
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6362
Learning and Leading with Technology 23 (Retrieved June 22 2002 from httpwwwisteorgLampLarchive
vol26no8supplementmoerschmoerschhtml)
Phipps R A amp Merisotis J P (2000) Quality on the line benchmarks for success in Internet-based distance
education Washington DC The Institute for Higher Education Policy
Porter T amp Foster S K (1998) From a distance training and teacher education THE Journal 26 (Retrieved on
June 22 2002 from httpwwwthejournalcommagazine98Septfeatures4html)
Rainer J D (1999) Faculty living their beliefs Journal of Teacher Education 50 192ndash199
Rao P V amp Rao L M (1999) Strategies that support instructional technology Syllabus 22ndash24
Reich D (1999) Questioning technology an interview with Jeffrey Reiman American 17ndash21
Rogers E M (1995) Diffusion of innovation (4th ed) New York The Free Press
Schulman A H amp Sims R L (1999) Learning in an online format versus an in-class format an experimental
study THE Journal (Retrieved June 22 2002 from httpwwwthejournalcommagazinevaulta2090cfm)
Shirer M (1999) Forrester technographics finds that young consumers are internalizing net rules (pp 1ndash3)
Cambridge MA Forrester Research
Sprague D amp Dede C (1999) Constructivism in the classroom if I teach this way am I doing my job Learning
and Leading with Technology 27(1) 6ndash9 16ndash17
Stancill J (1999) UNC lets bricks mortar give way to bits bytes News Observer on the Web (Retrieved June 23
2002 from httpsearchnews-observercomplweb-cgi202920202020AND2019990501
3C3Ddate)
The Campus Computing Project (2001) The 2001 national survey of information technology in US higher
education Encino CA The Campus Computing Project
Turoff M (1999) Education commerce communications the era of competition WebNet Journal 22ndash31
Young J (2002 March 22) Hybrid teaching seeks to end the divide between traditional and online instruction
Chronicle of Higher Education A33
Young M R (2001) Windowed wired and webbedmdashnow what Journal of Marketing Education 23(1) 45ndash54
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 63
learning how to use instructional technology (Young 2002) To ensure that the fear of
technical complexity does not present itself as an obstacle it is important that the content and
outcomes of the development and training program be consistent with the knowledge skills
and abilities of the faculty involved
The last characteristic is compatibility or the degree to which the faculty member feels
that the instructional technology is consistent with hisher values and philosophy of
teaching A faculty member who favors a high degree of interaction in the classroom
and active learning methods needs to know how the technology will assist himher in
achieving these goals A program that focuses on the interactive instructional properties of
the technology would be of greater interest to this faculty member than one that failed to
discuss how the technology is consistent with hisher teaching philosophy Unfortunately in
many circumstances the introduction of instructional technology will require the rejection of
one set of values and ideas about education and the adoption of a new set with regards to
what constitutes effective pedagogy Today most faculty members conduct a teaching-
centered classroom However because research indicates that students are learning differ-
ently today the learning methodologies utilized to employ the technology require the use of
a learner-centered approach (Anson 1999 Boettcher 1999 McCormick 1999 Moersch
1995 Shirer 1999 Sprague amp Dede 1999) This approach is based on a constructivist
theory to education in which students learn by taking in information from the world and
constructing their own meaning from the experience as opposed to someone simply giving
them bits of information (Arminio 1999 Sprague amp Dede 1999 Turoff 1999) To facilitate
the transition from a teaching-centered approach to one that is more learner-centered faculty
development must evolve from simply teaching about software to lsquolsquotraining faculty in how
to use the software in a learning environmentrsquorsquo (Rao amp Rao 1999) Such a program should
include teaching the faculty to understand the learning styles of the students because a
major influence on the facultyrsquos view of teaching is on the perceived view of learning
outcomes (Guffey Lary amp Bradley 1997 Rainer 1999) Unless the faculty are willing to
use the learner-centered approach in their teaching there may be strong resistance to the
adoption of instructional technology
3 Designing the faculty training program
In the fall of 2001 a faculty training program was developed at a private liberal arts college
to encourage faculty to consider using the course management system Blackboard 50 in
their classroom-based undergraduate courses Prior to the establishment of this training
program the usage of Blackboard among faculty was considered very low (approximately
15 of the faculty use the system on a regular basis) despite the fact that there has been
considerable trial usage of the software since it was acquired (approximately 50 of the
faculty have tried the software) The goal of the training program was to increase the usage of
Blackboard among the faculty to at least 25 by the spring 2002 semester In order to achieve
this level of penetration the program was designed to improve participantsrsquo general attitudes
toward computers increase their level of competency in using computers as instructional
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 57
tools and raise their awareness of the usefulness of computers in enhancing teaching and
learning
Approximately 20 faculty who were not Blackboard users volunteered to participate in the
program that was offered during the fall 2001 and spring 2002 semesters The program
consisted of a series of seminars and workshops as well as individualized instruction and was
led by a faculty member given release time to serve as the collegersquos instructional technology
specialist In introducing the course management system to the program participants careful
consideration was given to the characteristics cited earlier in this report that influence a
technologyrsquos rate of adoption That is in presenting the technology to the program
participants the program coordinator cited the relative advantages of the technology over
more conventional technologies provided demonstrations of the software in every workshop
introduced the most advanced features of Blackboard toward the end of the program in order
to reduce its perceived complexity allowed time for the participants to test the software
during each of the workshops and discussed the pedagogical value of the software and how it
is consistent with various approaches to teaching and learning
The program was offered in three phases The first phase consisted of a half-day seminar in
the first half of the fall semester during which three faculty members with extensive
experience using Blackboard gave demonstrations of their course sites so that the program
participants could observe how their colleagues are utilizing the technology The faculty
members chosen to give the demonstrations were from different academic areas and used
varied teaching strategies so that the participants could appreciate the versatility of
Blackboard During the demonstrations the presenters noted the specific advantages that
course management systems like Blackboard offered over more conventional technologies
This was done early in the program in order to allay any concerns or doubts that the
participants may have had about the benefits of investing their time learning about the system
Particular attention was given to specific features available to Blackboard users in the
communication content and assessment areas of the system and how they might be used to
enhance teaching and learning Throughout the discussion of the relative advantages of
Blackboard it was emphasized that the pedagogical value of this course management system
depended on how it was utilized That simply adopting this technology was not enough This
point was illustrated by citing examples of the ineffective use of course management systems
The second phase of the program consisted of two full-day workshops held during the
second half of the fall semester In the first workshop the participants were taken to the
computer laboratory and given the opportunity to begin the process of creating a course web
site using the most basic Blackboard features Prior to this workshop the faculty were asked
to bring electronic copies of course materials such as syllabi lecture notes PowerPoint slides
and any other materials they wanted to upload to the course site Each faculty was given as
much time as necessary to create hisher site and was offered individualized instruction In the
second workshop the more advanced features of Blackboard such as the asynchronous and
synchronous communication tools grade book digital drop box and assessment manager
were introduced after the participants had gained some competence using Blackboard
The third and final stage of the program consisted of three 1-h follow-up sessions In the
first session which was scheduled during the last 2 weeks of the fall semester those
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6358
participants who had decided to begin using Blackboard in the upcoming spring semester
were given an opportunity to showcase their course sites and discuss how they planned to use
the course management system to enhance teaching and learning In the second and third
follow-up sessions these faculty members were asked to provide the group with an
assessment of their experience using Blackboard The second session was scheduled midway
through the spring semester and the third was held during the last week of the spring
semester These sessions served as an opportunity for the Blackboard users to discuss with the
larger group any problems or concerns that arose when Blackboard was integrated in their
classes and how these problems were handled These follow-up sessions not only provided
the participants with a greater awareness of some of problems they might encounter when
using Blackboard it also enabled the computer services personnel to determine what problem
areas to address in the troubleshooting guide they were preparing for Blackboard users
4 Evaluations
At the beginning of the training program the participants were surveyed to assess their
perceptions about the usefulness of computers as instructional tools their beliefs about
whether computers enhance studentsrsquo learning experiences their level of competency in using
computers as instructional tools and their general attitude toward computers The survey was
again administered at the conclusion of the 30-week program in the spring of 2002 to measure
the impact the program had on the participantsrsquo attitudes and beliefs with respect to
instructional technology
Both surveys were administered to the 20 program participants and included four
composite variables containing 5ndash13 items each The items used in each composite as well
as the inter-item reliability of each scale are given in Appendix A The first composite focuses
on beliefs about the usefulness of computers as instructional tools The mean response for this
composite variable on the pretest was 315 (using a five-point scale with 1 = strongly disagree
and 5 = strongly agree) On the posttest the mean response showed a significant increase to
357 (F= 1464 P=0001)
The second composite focuses on beliefs about whether computers enhance studentsrsquo
learning experience The mean response for this composite variable on the pretest was 291
On the posttest the mean response showed a significant increase to 344 (F = 959 P=003)
The third composite focuses on individual faculty membersrsquo sense of efficacymdashthat they
are capable and competent at using computers as instructional tools The mean response for
this composite variable on the pretest was 259 On the posttest the mean response showed a
significant increase to 300 (F = 732 P=0090)
The fourth composite focuses on individual faculty membersrsquo general attitudes toward
computers The mean response for this composite variable on the pretest was 291 On the
posttest the mean response showed a significant increase to 344 (F= 959 P=0030) The
main results in the four composite variables are provided in Table 1
The positive shift in the participantsrsquo attitudes toward instructional technology is reflected
in the number of those who planned to continue using Blackboard after completing the
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 59
training program Ninety percent of the 20 participants indicated that they would be using
Blackboard in their classroom-based courses in the coming academic year This would result
in an increase in the total number of faculty at the college electing to use Blackboard in their
classes from 15 prior to the start of the training program to more than 37 in a 1-year
period This was significantly more than the stated goal of 25
5 Conclusion
The success of the faculty training program underscores the importance of considering
those factors that impact an individualrsquos adoption of technology when designing the program
By discussing the relative advantages of instructional technology offering demonstrations of
how the technology can be utilized to enhance teaching and learning providing participants
with the opportunity to lsquolsquotest driversquorsquo the technology giving consideration to the participantsrsquo
level of comfort with technology and showing how the technology fits with the participantsrsquo
values and philosophies of teaching the program helped eliminate many of the obstacles that
hinder the adoption of instructional technology More importantly giving consideration to
these factors in the design of the program resulted in its having a positive impact on the
participantsrsquo attitudes and beliefs with respect to instructional technology Similar programs
could be developed for students in order to increase their usage of instructional technology In
these programs the emphasis would be placed on the potential of instructional technology to
enhance learning as opposed to teaching
Appendix A Usefulness of computers as instructional tools
The first composite focuses on beliefs about the usefulness of computers as instructional
tools The eight items included in this composite are
1 Computers could enhance remedial instruction
2 Computers can be used successfully with courses which demand creative activities
3 Computers can be a useful instructional aid in almost all subject areas
4 The use of computers in education almost always reduces the personal treatment of
students (reverse scored)
5 I believe that I am a better teacher with technology
Table 1
Composite variables pretest and posttest results
Composite variable Pretest Posttest
(1) Usefulness of computers as instructional tools 315 357 (F= 1464 P=0001)
(2) Potential of computers to enhance studentsrsquo learning experience 291 344 (F= 959 P=003)
(3) Sense of efficacy with computers 259 300 (F= 732 P=0090)
(4) Attitudes toward computers 291 344 (F= 959 P=0030)
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6360
6 Computers would motivate students
7 Computers would significantly improve the overall quality of my studentsrsquo education
8 The use of computers in education almost always reduces the personal treatment of
students (reverse scored)
Inter-item reliability for the scale (lsquolsquoUsefulness of computers in instructionrsquorsquo) as a whole
was good (coefficient a=80)
Appendix B Enhancement of learning experience
The second composite focuses on beliefs about whether computers enhance studentsrsquo
learning experience and specifically on beliefs about e-mail in college courses The 12 items
included in this composite are
1 Computers would help students improve their writing
2 Computers would stimulate creativity in students
3 Computers can be a useful instructional aid in almost all subject areas
4 The use of e-mail makes the student feel more involved
5 The use of e-mail helps provide a better learning experience
6 The use of e-mail makes the course more interesting
7 More courses should use e-mail to disseminate class information and assignments
8 The use of e-mail creates more interaction between students enrolled in the course
9 The use of e-mail creates more interaction between students and instructor
10 E-mail provides better access to the instructor
11 E-mail is an effective means of disseminating class information and assignments
12 I prefer e-mail to traditional class handouts as an information disseminator
Inter-item reliability for the scale (lsquolsquoEnhancement of learning experiencersquorsquo) was high
(coefficient a=94)
Appendix C Sense of efficacy with computers
The third composite focuses on individual faculty membersrsquo sense of efficacymdashthat they
are capable and competent at using computers as instructional tools The 10 items included in
this composite are
1 Figuring out a computer problem does not appeal to me (reverse scored)
2 Computers frustrate me (reverse scored)
3 I have a lot of self-confidence when it comes to working with computers
4 I feel apprehensive about using a computer (reverse scored)
5 I have become familiar with computers through my previous experience
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 61
6 I feel qualified to teach computer literacy
7 I feel at ease when I am around computers
8 Learning to operate computers is like learning any new skillmdashthe more you practice the
better you become
9 I do not think that I could handle a computer course (reverse scored)
10 Computers are hard to figure out how to use (reverse scored)
Inter-item reliability for the scale (lsquolsquoEfficacyrsquorsquo) was good (coefficient a=83)
Appendix D Attitudes towards computers
The fourth composite focuses on individual faculty membersrsquo general attitudes toward
computers The five items included in this composite are
1 I want to learn a lot about computers
2 The challenge of learning about computers is exciting
3 Learning about computers is boring to me (reverse scored)
4 I enjoy learning how computers are used in our daily lives
5 A job using computers would be very interesting
Inter-item reliability for the scale (lsquolsquoAttitudersquorsquo) was good (coefficient a=83)
References
Anson C M (1999) Distance voices teaching and writing in a culture of technology College English 61
261ndash280
Arminio J (1999) The virtual campus technology and reform in higher education Journal of College Student
Personnel 40 114
Benebunan-Finch R Lozada H R Pirog S Priluck R amp Wisenblit J (2001) Integrating information
technology into the marketing curriculum a pragmatic paradigm Journal of Marketing Education 23 5ndash15
Boettcher J (1999) The shift from a teaching to a learning paradigm Syllabus 50ndash51
Grimes A (2001 March 12) The hope and the reality big money is pouring into the business of education But
itrsquos too soon to tell whether there will be any payoff Wall Street Journal R6
Guffey J S R Lary C amp Bradley M J (1997) Technology staff development triage using three mastery
levels 1ndash9 (ERIC Document Reproduction Service No Ed418072)
Hiltz S (1994) The virtual classroom learning without limits via computer networks Norwood NJ Alblex
Kobulnicky P amp Ruby J A (2002) EDUCAUSE Quarterly Third Annual EDUCAUSE Survey identifies
Current IT Issues by Paul Kobulnicky Julia A Rudy and the EDUCAUSE Current Issues Committee 252
Lynch D (2002 January 18) Professors should embrace technology in courses Chronicle of Higher Edu-
cation B15
McCormick S (1999) The case for visual media in learning Syllabus 4ndash6
Mendels P (1998) US official calls for studies of technology in classrooms New York Times [Online]
(Retrieved June 21 2002 from httpwwwnytimescomlibrarytech9804cyberarticles27educationhtml)
Moersch C (1995) Levels of technology implementation a framework for measuring classroom technology use
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6362
Learning and Leading with Technology 23 (Retrieved June 22 2002 from httpwwwisteorgLampLarchive
vol26no8supplementmoerschmoerschhtml)
Phipps R A amp Merisotis J P (2000) Quality on the line benchmarks for success in Internet-based distance
education Washington DC The Institute for Higher Education Policy
Porter T amp Foster S K (1998) From a distance training and teacher education THE Journal 26 (Retrieved on
June 22 2002 from httpwwwthejournalcommagazine98Septfeatures4html)
Rainer J D (1999) Faculty living their beliefs Journal of Teacher Education 50 192ndash199
Rao P V amp Rao L M (1999) Strategies that support instructional technology Syllabus 22ndash24
Reich D (1999) Questioning technology an interview with Jeffrey Reiman American 17ndash21
Rogers E M (1995) Diffusion of innovation (4th ed) New York The Free Press
Schulman A H amp Sims R L (1999) Learning in an online format versus an in-class format an experimental
study THE Journal (Retrieved June 22 2002 from httpwwwthejournalcommagazinevaulta2090cfm)
Shirer M (1999) Forrester technographics finds that young consumers are internalizing net rules (pp 1ndash3)
Cambridge MA Forrester Research
Sprague D amp Dede C (1999) Constructivism in the classroom if I teach this way am I doing my job Learning
and Leading with Technology 27(1) 6ndash9 16ndash17
Stancill J (1999) UNC lets bricks mortar give way to bits bytes News Observer on the Web (Retrieved June 23
2002 from httpsearchnews-observercomplweb-cgi202920202020AND2019990501
3C3Ddate)
The Campus Computing Project (2001) The 2001 national survey of information technology in US higher
education Encino CA The Campus Computing Project
Turoff M (1999) Education commerce communications the era of competition WebNet Journal 22ndash31
Young J (2002 March 22) Hybrid teaching seeks to end the divide between traditional and online instruction
Chronicle of Higher Education A33
Young M R (2001) Windowed wired and webbedmdashnow what Journal of Marketing Education 23(1) 45ndash54
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 63
tools and raise their awareness of the usefulness of computers in enhancing teaching and
learning
Approximately 20 faculty who were not Blackboard users volunteered to participate in the
program that was offered during the fall 2001 and spring 2002 semesters The program
consisted of a series of seminars and workshops as well as individualized instruction and was
led by a faculty member given release time to serve as the collegersquos instructional technology
specialist In introducing the course management system to the program participants careful
consideration was given to the characteristics cited earlier in this report that influence a
technologyrsquos rate of adoption That is in presenting the technology to the program
participants the program coordinator cited the relative advantages of the technology over
more conventional technologies provided demonstrations of the software in every workshop
introduced the most advanced features of Blackboard toward the end of the program in order
to reduce its perceived complexity allowed time for the participants to test the software
during each of the workshops and discussed the pedagogical value of the software and how it
is consistent with various approaches to teaching and learning
The program was offered in three phases The first phase consisted of a half-day seminar in
the first half of the fall semester during which three faculty members with extensive
experience using Blackboard gave demonstrations of their course sites so that the program
participants could observe how their colleagues are utilizing the technology The faculty
members chosen to give the demonstrations were from different academic areas and used
varied teaching strategies so that the participants could appreciate the versatility of
Blackboard During the demonstrations the presenters noted the specific advantages that
course management systems like Blackboard offered over more conventional technologies
This was done early in the program in order to allay any concerns or doubts that the
participants may have had about the benefits of investing their time learning about the system
Particular attention was given to specific features available to Blackboard users in the
communication content and assessment areas of the system and how they might be used to
enhance teaching and learning Throughout the discussion of the relative advantages of
Blackboard it was emphasized that the pedagogical value of this course management system
depended on how it was utilized That simply adopting this technology was not enough This
point was illustrated by citing examples of the ineffective use of course management systems
The second phase of the program consisted of two full-day workshops held during the
second half of the fall semester In the first workshop the participants were taken to the
computer laboratory and given the opportunity to begin the process of creating a course web
site using the most basic Blackboard features Prior to this workshop the faculty were asked
to bring electronic copies of course materials such as syllabi lecture notes PowerPoint slides
and any other materials they wanted to upload to the course site Each faculty was given as
much time as necessary to create hisher site and was offered individualized instruction In the
second workshop the more advanced features of Blackboard such as the asynchronous and
synchronous communication tools grade book digital drop box and assessment manager
were introduced after the participants had gained some competence using Blackboard
The third and final stage of the program consisted of three 1-h follow-up sessions In the
first session which was scheduled during the last 2 weeks of the fall semester those
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6358
participants who had decided to begin using Blackboard in the upcoming spring semester
were given an opportunity to showcase their course sites and discuss how they planned to use
the course management system to enhance teaching and learning In the second and third
follow-up sessions these faculty members were asked to provide the group with an
assessment of their experience using Blackboard The second session was scheduled midway
through the spring semester and the third was held during the last week of the spring
semester These sessions served as an opportunity for the Blackboard users to discuss with the
larger group any problems or concerns that arose when Blackboard was integrated in their
classes and how these problems were handled These follow-up sessions not only provided
the participants with a greater awareness of some of problems they might encounter when
using Blackboard it also enabled the computer services personnel to determine what problem
areas to address in the troubleshooting guide they were preparing for Blackboard users
4 Evaluations
At the beginning of the training program the participants were surveyed to assess their
perceptions about the usefulness of computers as instructional tools their beliefs about
whether computers enhance studentsrsquo learning experiences their level of competency in using
computers as instructional tools and their general attitude toward computers The survey was
again administered at the conclusion of the 30-week program in the spring of 2002 to measure
the impact the program had on the participantsrsquo attitudes and beliefs with respect to
instructional technology
Both surveys were administered to the 20 program participants and included four
composite variables containing 5ndash13 items each The items used in each composite as well
as the inter-item reliability of each scale are given in Appendix A The first composite focuses
on beliefs about the usefulness of computers as instructional tools The mean response for this
composite variable on the pretest was 315 (using a five-point scale with 1 = strongly disagree
and 5 = strongly agree) On the posttest the mean response showed a significant increase to
357 (F= 1464 P=0001)
The second composite focuses on beliefs about whether computers enhance studentsrsquo
learning experience The mean response for this composite variable on the pretest was 291
On the posttest the mean response showed a significant increase to 344 (F = 959 P=003)
The third composite focuses on individual faculty membersrsquo sense of efficacymdashthat they
are capable and competent at using computers as instructional tools The mean response for
this composite variable on the pretest was 259 On the posttest the mean response showed a
significant increase to 300 (F = 732 P=0090)
The fourth composite focuses on individual faculty membersrsquo general attitudes toward
computers The mean response for this composite variable on the pretest was 291 On the
posttest the mean response showed a significant increase to 344 (F= 959 P=0030) The
main results in the four composite variables are provided in Table 1
The positive shift in the participantsrsquo attitudes toward instructional technology is reflected
in the number of those who planned to continue using Blackboard after completing the
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 59
training program Ninety percent of the 20 participants indicated that they would be using
Blackboard in their classroom-based courses in the coming academic year This would result
in an increase in the total number of faculty at the college electing to use Blackboard in their
classes from 15 prior to the start of the training program to more than 37 in a 1-year
period This was significantly more than the stated goal of 25
5 Conclusion
The success of the faculty training program underscores the importance of considering
those factors that impact an individualrsquos adoption of technology when designing the program
By discussing the relative advantages of instructional technology offering demonstrations of
how the technology can be utilized to enhance teaching and learning providing participants
with the opportunity to lsquolsquotest driversquorsquo the technology giving consideration to the participantsrsquo
level of comfort with technology and showing how the technology fits with the participantsrsquo
values and philosophies of teaching the program helped eliminate many of the obstacles that
hinder the adoption of instructional technology More importantly giving consideration to
these factors in the design of the program resulted in its having a positive impact on the
participantsrsquo attitudes and beliefs with respect to instructional technology Similar programs
could be developed for students in order to increase their usage of instructional technology In
these programs the emphasis would be placed on the potential of instructional technology to
enhance learning as opposed to teaching
Appendix A Usefulness of computers as instructional tools
The first composite focuses on beliefs about the usefulness of computers as instructional
tools The eight items included in this composite are
1 Computers could enhance remedial instruction
2 Computers can be used successfully with courses which demand creative activities
3 Computers can be a useful instructional aid in almost all subject areas
4 The use of computers in education almost always reduces the personal treatment of
students (reverse scored)
5 I believe that I am a better teacher with technology
Table 1
Composite variables pretest and posttest results
Composite variable Pretest Posttest
(1) Usefulness of computers as instructional tools 315 357 (F= 1464 P=0001)
(2) Potential of computers to enhance studentsrsquo learning experience 291 344 (F= 959 P=003)
(3) Sense of efficacy with computers 259 300 (F= 732 P=0090)
(4) Attitudes toward computers 291 344 (F= 959 P=0030)
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6360
6 Computers would motivate students
7 Computers would significantly improve the overall quality of my studentsrsquo education
8 The use of computers in education almost always reduces the personal treatment of
students (reverse scored)
Inter-item reliability for the scale (lsquolsquoUsefulness of computers in instructionrsquorsquo) as a whole
was good (coefficient a=80)
Appendix B Enhancement of learning experience
The second composite focuses on beliefs about whether computers enhance studentsrsquo
learning experience and specifically on beliefs about e-mail in college courses The 12 items
included in this composite are
1 Computers would help students improve their writing
2 Computers would stimulate creativity in students
3 Computers can be a useful instructional aid in almost all subject areas
4 The use of e-mail makes the student feel more involved
5 The use of e-mail helps provide a better learning experience
6 The use of e-mail makes the course more interesting
7 More courses should use e-mail to disseminate class information and assignments
8 The use of e-mail creates more interaction between students enrolled in the course
9 The use of e-mail creates more interaction between students and instructor
10 E-mail provides better access to the instructor
11 E-mail is an effective means of disseminating class information and assignments
12 I prefer e-mail to traditional class handouts as an information disseminator
Inter-item reliability for the scale (lsquolsquoEnhancement of learning experiencersquorsquo) was high
(coefficient a=94)
Appendix C Sense of efficacy with computers
The third composite focuses on individual faculty membersrsquo sense of efficacymdashthat they
are capable and competent at using computers as instructional tools The 10 items included in
this composite are
1 Figuring out a computer problem does not appeal to me (reverse scored)
2 Computers frustrate me (reverse scored)
3 I have a lot of self-confidence when it comes to working with computers
4 I feel apprehensive about using a computer (reverse scored)
5 I have become familiar with computers through my previous experience
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 61
6 I feel qualified to teach computer literacy
7 I feel at ease when I am around computers
8 Learning to operate computers is like learning any new skillmdashthe more you practice the
better you become
9 I do not think that I could handle a computer course (reverse scored)
10 Computers are hard to figure out how to use (reverse scored)
Inter-item reliability for the scale (lsquolsquoEfficacyrsquorsquo) was good (coefficient a=83)
Appendix D Attitudes towards computers
The fourth composite focuses on individual faculty membersrsquo general attitudes toward
computers The five items included in this composite are
1 I want to learn a lot about computers
2 The challenge of learning about computers is exciting
3 Learning about computers is boring to me (reverse scored)
4 I enjoy learning how computers are used in our daily lives
5 A job using computers would be very interesting
Inter-item reliability for the scale (lsquolsquoAttitudersquorsquo) was good (coefficient a=83)
References
Anson C M (1999) Distance voices teaching and writing in a culture of technology College English 61
261ndash280
Arminio J (1999) The virtual campus technology and reform in higher education Journal of College Student
Personnel 40 114
Benebunan-Finch R Lozada H R Pirog S Priluck R amp Wisenblit J (2001) Integrating information
technology into the marketing curriculum a pragmatic paradigm Journal of Marketing Education 23 5ndash15
Boettcher J (1999) The shift from a teaching to a learning paradigm Syllabus 50ndash51
Grimes A (2001 March 12) The hope and the reality big money is pouring into the business of education But
itrsquos too soon to tell whether there will be any payoff Wall Street Journal R6
Guffey J S R Lary C amp Bradley M J (1997) Technology staff development triage using three mastery
levels 1ndash9 (ERIC Document Reproduction Service No Ed418072)
Hiltz S (1994) The virtual classroom learning without limits via computer networks Norwood NJ Alblex
Kobulnicky P amp Ruby J A (2002) EDUCAUSE Quarterly Third Annual EDUCAUSE Survey identifies
Current IT Issues by Paul Kobulnicky Julia A Rudy and the EDUCAUSE Current Issues Committee 252
Lynch D (2002 January 18) Professors should embrace technology in courses Chronicle of Higher Edu-
cation B15
McCormick S (1999) The case for visual media in learning Syllabus 4ndash6
Mendels P (1998) US official calls for studies of technology in classrooms New York Times [Online]
(Retrieved June 21 2002 from httpwwwnytimescomlibrarytech9804cyberarticles27educationhtml)
Moersch C (1995) Levels of technology implementation a framework for measuring classroom technology use
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6362
Learning and Leading with Technology 23 (Retrieved June 22 2002 from httpwwwisteorgLampLarchive
vol26no8supplementmoerschmoerschhtml)
Phipps R A amp Merisotis J P (2000) Quality on the line benchmarks for success in Internet-based distance
education Washington DC The Institute for Higher Education Policy
Porter T amp Foster S K (1998) From a distance training and teacher education THE Journal 26 (Retrieved on
June 22 2002 from httpwwwthejournalcommagazine98Septfeatures4html)
Rainer J D (1999) Faculty living their beliefs Journal of Teacher Education 50 192ndash199
Rao P V amp Rao L M (1999) Strategies that support instructional technology Syllabus 22ndash24
Reich D (1999) Questioning technology an interview with Jeffrey Reiman American 17ndash21
Rogers E M (1995) Diffusion of innovation (4th ed) New York The Free Press
Schulman A H amp Sims R L (1999) Learning in an online format versus an in-class format an experimental
study THE Journal (Retrieved June 22 2002 from httpwwwthejournalcommagazinevaulta2090cfm)
Shirer M (1999) Forrester technographics finds that young consumers are internalizing net rules (pp 1ndash3)
Cambridge MA Forrester Research
Sprague D amp Dede C (1999) Constructivism in the classroom if I teach this way am I doing my job Learning
and Leading with Technology 27(1) 6ndash9 16ndash17
Stancill J (1999) UNC lets bricks mortar give way to bits bytes News Observer on the Web (Retrieved June 23
2002 from httpsearchnews-observercomplweb-cgi202920202020AND2019990501
3C3Ddate)
The Campus Computing Project (2001) The 2001 national survey of information technology in US higher
education Encino CA The Campus Computing Project
Turoff M (1999) Education commerce communications the era of competition WebNet Journal 22ndash31
Young J (2002 March 22) Hybrid teaching seeks to end the divide between traditional and online instruction
Chronicle of Higher Education A33
Young M R (2001) Windowed wired and webbedmdashnow what Journal of Marketing Education 23(1) 45ndash54
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 63
participants who had decided to begin using Blackboard in the upcoming spring semester
were given an opportunity to showcase their course sites and discuss how they planned to use
the course management system to enhance teaching and learning In the second and third
follow-up sessions these faculty members were asked to provide the group with an
assessment of their experience using Blackboard The second session was scheduled midway
through the spring semester and the third was held during the last week of the spring
semester These sessions served as an opportunity for the Blackboard users to discuss with the
larger group any problems or concerns that arose when Blackboard was integrated in their
classes and how these problems were handled These follow-up sessions not only provided
the participants with a greater awareness of some of problems they might encounter when
using Blackboard it also enabled the computer services personnel to determine what problem
areas to address in the troubleshooting guide they were preparing for Blackboard users
4 Evaluations
At the beginning of the training program the participants were surveyed to assess their
perceptions about the usefulness of computers as instructional tools their beliefs about
whether computers enhance studentsrsquo learning experiences their level of competency in using
computers as instructional tools and their general attitude toward computers The survey was
again administered at the conclusion of the 30-week program in the spring of 2002 to measure
the impact the program had on the participantsrsquo attitudes and beliefs with respect to
instructional technology
Both surveys were administered to the 20 program participants and included four
composite variables containing 5ndash13 items each The items used in each composite as well
as the inter-item reliability of each scale are given in Appendix A The first composite focuses
on beliefs about the usefulness of computers as instructional tools The mean response for this
composite variable on the pretest was 315 (using a five-point scale with 1 = strongly disagree
and 5 = strongly agree) On the posttest the mean response showed a significant increase to
357 (F= 1464 P=0001)
The second composite focuses on beliefs about whether computers enhance studentsrsquo
learning experience The mean response for this composite variable on the pretest was 291
On the posttest the mean response showed a significant increase to 344 (F = 959 P=003)
The third composite focuses on individual faculty membersrsquo sense of efficacymdashthat they
are capable and competent at using computers as instructional tools The mean response for
this composite variable on the pretest was 259 On the posttest the mean response showed a
significant increase to 300 (F = 732 P=0090)
The fourth composite focuses on individual faculty membersrsquo general attitudes toward
computers The mean response for this composite variable on the pretest was 291 On the
posttest the mean response showed a significant increase to 344 (F= 959 P=0030) The
main results in the four composite variables are provided in Table 1
The positive shift in the participantsrsquo attitudes toward instructional technology is reflected
in the number of those who planned to continue using Blackboard after completing the
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 59
training program Ninety percent of the 20 participants indicated that they would be using
Blackboard in their classroom-based courses in the coming academic year This would result
in an increase in the total number of faculty at the college electing to use Blackboard in their
classes from 15 prior to the start of the training program to more than 37 in a 1-year
period This was significantly more than the stated goal of 25
5 Conclusion
The success of the faculty training program underscores the importance of considering
those factors that impact an individualrsquos adoption of technology when designing the program
By discussing the relative advantages of instructional technology offering demonstrations of
how the technology can be utilized to enhance teaching and learning providing participants
with the opportunity to lsquolsquotest driversquorsquo the technology giving consideration to the participantsrsquo
level of comfort with technology and showing how the technology fits with the participantsrsquo
values and philosophies of teaching the program helped eliminate many of the obstacles that
hinder the adoption of instructional technology More importantly giving consideration to
these factors in the design of the program resulted in its having a positive impact on the
participantsrsquo attitudes and beliefs with respect to instructional technology Similar programs
could be developed for students in order to increase their usage of instructional technology In
these programs the emphasis would be placed on the potential of instructional technology to
enhance learning as opposed to teaching
Appendix A Usefulness of computers as instructional tools
The first composite focuses on beliefs about the usefulness of computers as instructional
tools The eight items included in this composite are
1 Computers could enhance remedial instruction
2 Computers can be used successfully with courses which demand creative activities
3 Computers can be a useful instructional aid in almost all subject areas
4 The use of computers in education almost always reduces the personal treatment of
students (reverse scored)
5 I believe that I am a better teacher with technology
Table 1
Composite variables pretest and posttest results
Composite variable Pretest Posttest
(1) Usefulness of computers as instructional tools 315 357 (F= 1464 P=0001)
(2) Potential of computers to enhance studentsrsquo learning experience 291 344 (F= 959 P=003)
(3) Sense of efficacy with computers 259 300 (F= 732 P=0090)
(4) Attitudes toward computers 291 344 (F= 959 P=0030)
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6360
6 Computers would motivate students
7 Computers would significantly improve the overall quality of my studentsrsquo education
8 The use of computers in education almost always reduces the personal treatment of
students (reverse scored)
Inter-item reliability for the scale (lsquolsquoUsefulness of computers in instructionrsquorsquo) as a whole
was good (coefficient a=80)
Appendix B Enhancement of learning experience
The second composite focuses on beliefs about whether computers enhance studentsrsquo
learning experience and specifically on beliefs about e-mail in college courses The 12 items
included in this composite are
1 Computers would help students improve their writing
2 Computers would stimulate creativity in students
3 Computers can be a useful instructional aid in almost all subject areas
4 The use of e-mail makes the student feel more involved
5 The use of e-mail helps provide a better learning experience
6 The use of e-mail makes the course more interesting
7 More courses should use e-mail to disseminate class information and assignments
8 The use of e-mail creates more interaction between students enrolled in the course
9 The use of e-mail creates more interaction between students and instructor
10 E-mail provides better access to the instructor
11 E-mail is an effective means of disseminating class information and assignments
12 I prefer e-mail to traditional class handouts as an information disseminator
Inter-item reliability for the scale (lsquolsquoEnhancement of learning experiencersquorsquo) was high
(coefficient a=94)
Appendix C Sense of efficacy with computers
The third composite focuses on individual faculty membersrsquo sense of efficacymdashthat they
are capable and competent at using computers as instructional tools The 10 items included in
this composite are
1 Figuring out a computer problem does not appeal to me (reverse scored)
2 Computers frustrate me (reverse scored)
3 I have a lot of self-confidence when it comes to working with computers
4 I feel apprehensive about using a computer (reverse scored)
5 I have become familiar with computers through my previous experience
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 61
6 I feel qualified to teach computer literacy
7 I feel at ease when I am around computers
8 Learning to operate computers is like learning any new skillmdashthe more you practice the
better you become
9 I do not think that I could handle a computer course (reverse scored)
10 Computers are hard to figure out how to use (reverse scored)
Inter-item reliability for the scale (lsquolsquoEfficacyrsquorsquo) was good (coefficient a=83)
Appendix D Attitudes towards computers
The fourth composite focuses on individual faculty membersrsquo general attitudes toward
computers The five items included in this composite are
1 I want to learn a lot about computers
2 The challenge of learning about computers is exciting
3 Learning about computers is boring to me (reverse scored)
4 I enjoy learning how computers are used in our daily lives
5 A job using computers would be very interesting
Inter-item reliability for the scale (lsquolsquoAttitudersquorsquo) was good (coefficient a=83)
References
Anson C M (1999) Distance voices teaching and writing in a culture of technology College English 61
261ndash280
Arminio J (1999) The virtual campus technology and reform in higher education Journal of College Student
Personnel 40 114
Benebunan-Finch R Lozada H R Pirog S Priluck R amp Wisenblit J (2001) Integrating information
technology into the marketing curriculum a pragmatic paradigm Journal of Marketing Education 23 5ndash15
Boettcher J (1999) The shift from a teaching to a learning paradigm Syllabus 50ndash51
Grimes A (2001 March 12) The hope and the reality big money is pouring into the business of education But
itrsquos too soon to tell whether there will be any payoff Wall Street Journal R6
Guffey J S R Lary C amp Bradley M J (1997) Technology staff development triage using three mastery
levels 1ndash9 (ERIC Document Reproduction Service No Ed418072)
Hiltz S (1994) The virtual classroom learning without limits via computer networks Norwood NJ Alblex
Kobulnicky P amp Ruby J A (2002) EDUCAUSE Quarterly Third Annual EDUCAUSE Survey identifies
Current IT Issues by Paul Kobulnicky Julia A Rudy and the EDUCAUSE Current Issues Committee 252
Lynch D (2002 January 18) Professors should embrace technology in courses Chronicle of Higher Edu-
cation B15
McCormick S (1999) The case for visual media in learning Syllabus 4ndash6
Mendels P (1998) US official calls for studies of technology in classrooms New York Times [Online]
(Retrieved June 21 2002 from httpwwwnytimescomlibrarytech9804cyberarticles27educationhtml)
Moersch C (1995) Levels of technology implementation a framework for measuring classroom technology use
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6362
Learning and Leading with Technology 23 (Retrieved June 22 2002 from httpwwwisteorgLampLarchive
vol26no8supplementmoerschmoerschhtml)
Phipps R A amp Merisotis J P (2000) Quality on the line benchmarks for success in Internet-based distance
education Washington DC The Institute for Higher Education Policy
Porter T amp Foster S K (1998) From a distance training and teacher education THE Journal 26 (Retrieved on
June 22 2002 from httpwwwthejournalcommagazine98Septfeatures4html)
Rainer J D (1999) Faculty living their beliefs Journal of Teacher Education 50 192ndash199
Rao P V amp Rao L M (1999) Strategies that support instructional technology Syllabus 22ndash24
Reich D (1999) Questioning technology an interview with Jeffrey Reiman American 17ndash21
Rogers E M (1995) Diffusion of innovation (4th ed) New York The Free Press
Schulman A H amp Sims R L (1999) Learning in an online format versus an in-class format an experimental
study THE Journal (Retrieved June 22 2002 from httpwwwthejournalcommagazinevaulta2090cfm)
Shirer M (1999) Forrester technographics finds that young consumers are internalizing net rules (pp 1ndash3)
Cambridge MA Forrester Research
Sprague D amp Dede C (1999) Constructivism in the classroom if I teach this way am I doing my job Learning
and Leading with Technology 27(1) 6ndash9 16ndash17
Stancill J (1999) UNC lets bricks mortar give way to bits bytes News Observer on the Web (Retrieved June 23
2002 from httpsearchnews-observercomplweb-cgi202920202020AND2019990501
3C3Ddate)
The Campus Computing Project (2001) The 2001 national survey of information technology in US higher
education Encino CA The Campus Computing Project
Turoff M (1999) Education commerce communications the era of competition WebNet Journal 22ndash31
Young J (2002 March 22) Hybrid teaching seeks to end the divide between traditional and online instruction
Chronicle of Higher Education A33
Young M R (2001) Windowed wired and webbedmdashnow what Journal of Marketing Education 23(1) 45ndash54
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 63
training program Ninety percent of the 20 participants indicated that they would be using
Blackboard in their classroom-based courses in the coming academic year This would result
in an increase in the total number of faculty at the college electing to use Blackboard in their
classes from 15 prior to the start of the training program to more than 37 in a 1-year
period This was significantly more than the stated goal of 25
5 Conclusion
The success of the faculty training program underscores the importance of considering
those factors that impact an individualrsquos adoption of technology when designing the program
By discussing the relative advantages of instructional technology offering demonstrations of
how the technology can be utilized to enhance teaching and learning providing participants
with the opportunity to lsquolsquotest driversquorsquo the technology giving consideration to the participantsrsquo
level of comfort with technology and showing how the technology fits with the participantsrsquo
values and philosophies of teaching the program helped eliminate many of the obstacles that
hinder the adoption of instructional technology More importantly giving consideration to
these factors in the design of the program resulted in its having a positive impact on the
participantsrsquo attitudes and beliefs with respect to instructional technology Similar programs
could be developed for students in order to increase their usage of instructional technology In
these programs the emphasis would be placed on the potential of instructional technology to
enhance learning as opposed to teaching
Appendix A Usefulness of computers as instructional tools
The first composite focuses on beliefs about the usefulness of computers as instructional
tools The eight items included in this composite are
1 Computers could enhance remedial instruction
2 Computers can be used successfully with courses which demand creative activities
3 Computers can be a useful instructional aid in almost all subject areas
4 The use of computers in education almost always reduces the personal treatment of
students (reverse scored)
5 I believe that I am a better teacher with technology
Table 1
Composite variables pretest and posttest results
Composite variable Pretest Posttest
(1) Usefulness of computers as instructional tools 315 357 (F= 1464 P=0001)
(2) Potential of computers to enhance studentsrsquo learning experience 291 344 (F= 959 P=003)
(3) Sense of efficacy with computers 259 300 (F= 732 P=0090)
(4) Attitudes toward computers 291 344 (F= 959 P=0030)
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6360
6 Computers would motivate students
7 Computers would significantly improve the overall quality of my studentsrsquo education
8 The use of computers in education almost always reduces the personal treatment of
students (reverse scored)
Inter-item reliability for the scale (lsquolsquoUsefulness of computers in instructionrsquorsquo) as a whole
was good (coefficient a=80)
Appendix B Enhancement of learning experience
The second composite focuses on beliefs about whether computers enhance studentsrsquo
learning experience and specifically on beliefs about e-mail in college courses The 12 items
included in this composite are
1 Computers would help students improve their writing
2 Computers would stimulate creativity in students
3 Computers can be a useful instructional aid in almost all subject areas
4 The use of e-mail makes the student feel more involved
5 The use of e-mail helps provide a better learning experience
6 The use of e-mail makes the course more interesting
7 More courses should use e-mail to disseminate class information and assignments
8 The use of e-mail creates more interaction between students enrolled in the course
9 The use of e-mail creates more interaction between students and instructor
10 E-mail provides better access to the instructor
11 E-mail is an effective means of disseminating class information and assignments
12 I prefer e-mail to traditional class handouts as an information disseminator
Inter-item reliability for the scale (lsquolsquoEnhancement of learning experiencersquorsquo) was high
(coefficient a=94)
Appendix C Sense of efficacy with computers
The third composite focuses on individual faculty membersrsquo sense of efficacymdashthat they
are capable and competent at using computers as instructional tools The 10 items included in
this composite are
1 Figuring out a computer problem does not appeal to me (reverse scored)
2 Computers frustrate me (reverse scored)
3 I have a lot of self-confidence when it comes to working with computers
4 I feel apprehensive about using a computer (reverse scored)
5 I have become familiar with computers through my previous experience
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 61
6 I feel qualified to teach computer literacy
7 I feel at ease when I am around computers
8 Learning to operate computers is like learning any new skillmdashthe more you practice the
better you become
9 I do not think that I could handle a computer course (reverse scored)
10 Computers are hard to figure out how to use (reverse scored)
Inter-item reliability for the scale (lsquolsquoEfficacyrsquorsquo) was good (coefficient a=83)
Appendix D Attitudes towards computers
The fourth composite focuses on individual faculty membersrsquo general attitudes toward
computers The five items included in this composite are
1 I want to learn a lot about computers
2 The challenge of learning about computers is exciting
3 Learning about computers is boring to me (reverse scored)
4 I enjoy learning how computers are used in our daily lives
5 A job using computers would be very interesting
Inter-item reliability for the scale (lsquolsquoAttitudersquorsquo) was good (coefficient a=83)
References
Anson C M (1999) Distance voices teaching and writing in a culture of technology College English 61
261ndash280
Arminio J (1999) The virtual campus technology and reform in higher education Journal of College Student
Personnel 40 114
Benebunan-Finch R Lozada H R Pirog S Priluck R amp Wisenblit J (2001) Integrating information
technology into the marketing curriculum a pragmatic paradigm Journal of Marketing Education 23 5ndash15
Boettcher J (1999) The shift from a teaching to a learning paradigm Syllabus 50ndash51
Grimes A (2001 March 12) The hope and the reality big money is pouring into the business of education But
itrsquos too soon to tell whether there will be any payoff Wall Street Journal R6
Guffey J S R Lary C amp Bradley M J (1997) Technology staff development triage using three mastery
levels 1ndash9 (ERIC Document Reproduction Service No Ed418072)
Hiltz S (1994) The virtual classroom learning without limits via computer networks Norwood NJ Alblex
Kobulnicky P amp Ruby J A (2002) EDUCAUSE Quarterly Third Annual EDUCAUSE Survey identifies
Current IT Issues by Paul Kobulnicky Julia A Rudy and the EDUCAUSE Current Issues Committee 252
Lynch D (2002 January 18) Professors should embrace technology in courses Chronicle of Higher Edu-
cation B15
McCormick S (1999) The case for visual media in learning Syllabus 4ndash6
Mendels P (1998) US official calls for studies of technology in classrooms New York Times [Online]
(Retrieved June 21 2002 from httpwwwnytimescomlibrarytech9804cyberarticles27educationhtml)
Moersch C (1995) Levels of technology implementation a framework for measuring classroom technology use
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6362
Learning and Leading with Technology 23 (Retrieved June 22 2002 from httpwwwisteorgLampLarchive
vol26no8supplementmoerschmoerschhtml)
Phipps R A amp Merisotis J P (2000) Quality on the line benchmarks for success in Internet-based distance
education Washington DC The Institute for Higher Education Policy
Porter T amp Foster S K (1998) From a distance training and teacher education THE Journal 26 (Retrieved on
June 22 2002 from httpwwwthejournalcommagazine98Septfeatures4html)
Rainer J D (1999) Faculty living their beliefs Journal of Teacher Education 50 192ndash199
Rao P V amp Rao L M (1999) Strategies that support instructional technology Syllabus 22ndash24
Reich D (1999) Questioning technology an interview with Jeffrey Reiman American 17ndash21
Rogers E M (1995) Diffusion of innovation (4th ed) New York The Free Press
Schulman A H amp Sims R L (1999) Learning in an online format versus an in-class format an experimental
study THE Journal (Retrieved June 22 2002 from httpwwwthejournalcommagazinevaulta2090cfm)
Shirer M (1999) Forrester technographics finds that young consumers are internalizing net rules (pp 1ndash3)
Cambridge MA Forrester Research
Sprague D amp Dede C (1999) Constructivism in the classroom if I teach this way am I doing my job Learning
and Leading with Technology 27(1) 6ndash9 16ndash17
Stancill J (1999) UNC lets bricks mortar give way to bits bytes News Observer on the Web (Retrieved June 23
2002 from httpsearchnews-observercomplweb-cgi202920202020AND2019990501
3C3Ddate)
The Campus Computing Project (2001) The 2001 national survey of information technology in US higher
education Encino CA The Campus Computing Project
Turoff M (1999) Education commerce communications the era of competition WebNet Journal 22ndash31
Young J (2002 March 22) Hybrid teaching seeks to end the divide between traditional and online instruction
Chronicle of Higher Education A33
Young M R (2001) Windowed wired and webbedmdashnow what Journal of Marketing Education 23(1) 45ndash54
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 63
6 Computers would motivate students
7 Computers would significantly improve the overall quality of my studentsrsquo education
8 The use of computers in education almost always reduces the personal treatment of
students (reverse scored)
Inter-item reliability for the scale (lsquolsquoUsefulness of computers in instructionrsquorsquo) as a whole
was good (coefficient a=80)
Appendix B Enhancement of learning experience
The second composite focuses on beliefs about whether computers enhance studentsrsquo
learning experience and specifically on beliefs about e-mail in college courses The 12 items
included in this composite are
1 Computers would help students improve their writing
2 Computers would stimulate creativity in students
3 Computers can be a useful instructional aid in almost all subject areas
4 The use of e-mail makes the student feel more involved
5 The use of e-mail helps provide a better learning experience
6 The use of e-mail makes the course more interesting
7 More courses should use e-mail to disseminate class information and assignments
8 The use of e-mail creates more interaction between students enrolled in the course
9 The use of e-mail creates more interaction between students and instructor
10 E-mail provides better access to the instructor
11 E-mail is an effective means of disseminating class information and assignments
12 I prefer e-mail to traditional class handouts as an information disseminator
Inter-item reliability for the scale (lsquolsquoEnhancement of learning experiencersquorsquo) was high
(coefficient a=94)
Appendix C Sense of efficacy with computers
The third composite focuses on individual faculty membersrsquo sense of efficacymdashthat they
are capable and competent at using computers as instructional tools The 10 items included in
this composite are
1 Figuring out a computer problem does not appeal to me (reverse scored)
2 Computers frustrate me (reverse scored)
3 I have a lot of self-confidence when it comes to working with computers
4 I feel apprehensive about using a computer (reverse scored)
5 I have become familiar with computers through my previous experience
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 61
6 I feel qualified to teach computer literacy
7 I feel at ease when I am around computers
8 Learning to operate computers is like learning any new skillmdashthe more you practice the
better you become
9 I do not think that I could handle a computer course (reverse scored)
10 Computers are hard to figure out how to use (reverse scored)
Inter-item reliability for the scale (lsquolsquoEfficacyrsquorsquo) was good (coefficient a=83)
Appendix D Attitudes towards computers
The fourth composite focuses on individual faculty membersrsquo general attitudes toward
computers The five items included in this composite are
1 I want to learn a lot about computers
2 The challenge of learning about computers is exciting
3 Learning about computers is boring to me (reverse scored)
4 I enjoy learning how computers are used in our daily lives
5 A job using computers would be very interesting
Inter-item reliability for the scale (lsquolsquoAttitudersquorsquo) was good (coefficient a=83)
References
Anson C M (1999) Distance voices teaching and writing in a culture of technology College English 61
261ndash280
Arminio J (1999) The virtual campus technology and reform in higher education Journal of College Student
Personnel 40 114
Benebunan-Finch R Lozada H R Pirog S Priluck R amp Wisenblit J (2001) Integrating information
technology into the marketing curriculum a pragmatic paradigm Journal of Marketing Education 23 5ndash15
Boettcher J (1999) The shift from a teaching to a learning paradigm Syllabus 50ndash51
Grimes A (2001 March 12) The hope and the reality big money is pouring into the business of education But
itrsquos too soon to tell whether there will be any payoff Wall Street Journal R6
Guffey J S R Lary C amp Bradley M J (1997) Technology staff development triage using three mastery
levels 1ndash9 (ERIC Document Reproduction Service No Ed418072)
Hiltz S (1994) The virtual classroom learning without limits via computer networks Norwood NJ Alblex
Kobulnicky P amp Ruby J A (2002) EDUCAUSE Quarterly Third Annual EDUCAUSE Survey identifies
Current IT Issues by Paul Kobulnicky Julia A Rudy and the EDUCAUSE Current Issues Committee 252
Lynch D (2002 January 18) Professors should embrace technology in courses Chronicle of Higher Edu-
cation B15
McCormick S (1999) The case for visual media in learning Syllabus 4ndash6
Mendels P (1998) US official calls for studies of technology in classrooms New York Times [Online]
(Retrieved June 21 2002 from httpwwwnytimescomlibrarytech9804cyberarticles27educationhtml)
Moersch C (1995) Levels of technology implementation a framework for measuring classroom technology use
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6362
Learning and Leading with Technology 23 (Retrieved June 22 2002 from httpwwwisteorgLampLarchive
vol26no8supplementmoerschmoerschhtml)
Phipps R A amp Merisotis J P (2000) Quality on the line benchmarks for success in Internet-based distance
education Washington DC The Institute for Higher Education Policy
Porter T amp Foster S K (1998) From a distance training and teacher education THE Journal 26 (Retrieved on
June 22 2002 from httpwwwthejournalcommagazine98Septfeatures4html)
Rainer J D (1999) Faculty living their beliefs Journal of Teacher Education 50 192ndash199
Rao P V amp Rao L M (1999) Strategies that support instructional technology Syllabus 22ndash24
Reich D (1999) Questioning technology an interview with Jeffrey Reiman American 17ndash21
Rogers E M (1995) Diffusion of innovation (4th ed) New York The Free Press
Schulman A H amp Sims R L (1999) Learning in an online format versus an in-class format an experimental
study THE Journal (Retrieved June 22 2002 from httpwwwthejournalcommagazinevaulta2090cfm)
Shirer M (1999) Forrester technographics finds that young consumers are internalizing net rules (pp 1ndash3)
Cambridge MA Forrester Research
Sprague D amp Dede C (1999) Constructivism in the classroom if I teach this way am I doing my job Learning
and Leading with Technology 27(1) 6ndash9 16ndash17
Stancill J (1999) UNC lets bricks mortar give way to bits bytes News Observer on the Web (Retrieved June 23
2002 from httpsearchnews-observercomplweb-cgi202920202020AND2019990501
3C3Ddate)
The Campus Computing Project (2001) The 2001 national survey of information technology in US higher
education Encino CA The Campus Computing Project
Turoff M (1999) Education commerce communications the era of competition WebNet Journal 22ndash31
Young J (2002 March 22) Hybrid teaching seeks to end the divide between traditional and online instruction
Chronicle of Higher Education A33
Young M R (2001) Windowed wired and webbedmdashnow what Journal of Marketing Education 23(1) 45ndash54
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 63
6 I feel qualified to teach computer literacy
7 I feel at ease when I am around computers
8 Learning to operate computers is like learning any new skillmdashthe more you practice the
better you become
9 I do not think that I could handle a computer course (reverse scored)
10 Computers are hard to figure out how to use (reverse scored)
Inter-item reliability for the scale (lsquolsquoEfficacyrsquorsquo) was good (coefficient a=83)
Appendix D Attitudes towards computers
The fourth composite focuses on individual faculty membersrsquo general attitudes toward
computers The five items included in this composite are
1 I want to learn a lot about computers
2 The challenge of learning about computers is exciting
3 Learning about computers is boring to me (reverse scored)
4 I enjoy learning how computers are used in our daily lives
5 A job using computers would be very interesting
Inter-item reliability for the scale (lsquolsquoAttitudersquorsquo) was good (coefficient a=83)
References
Anson C M (1999) Distance voices teaching and writing in a culture of technology College English 61
261ndash280
Arminio J (1999) The virtual campus technology and reform in higher education Journal of College Student
Personnel 40 114
Benebunan-Finch R Lozada H R Pirog S Priluck R amp Wisenblit J (2001) Integrating information
technology into the marketing curriculum a pragmatic paradigm Journal of Marketing Education 23 5ndash15
Boettcher J (1999) The shift from a teaching to a learning paradigm Syllabus 50ndash51
Grimes A (2001 March 12) The hope and the reality big money is pouring into the business of education But
itrsquos too soon to tell whether there will be any payoff Wall Street Journal R6
Guffey J S R Lary C amp Bradley M J (1997) Technology staff development triage using three mastery
levels 1ndash9 (ERIC Document Reproduction Service No Ed418072)
Hiltz S (1994) The virtual classroom learning without limits via computer networks Norwood NJ Alblex
Kobulnicky P amp Ruby J A (2002) EDUCAUSE Quarterly Third Annual EDUCAUSE Survey identifies
Current IT Issues by Paul Kobulnicky Julia A Rudy and the EDUCAUSE Current Issues Committee 252
Lynch D (2002 January 18) Professors should embrace technology in courses Chronicle of Higher Edu-
cation B15
McCormick S (1999) The case for visual media in learning Syllabus 4ndash6
Mendels P (1998) US official calls for studies of technology in classrooms New York Times [Online]
(Retrieved June 21 2002 from httpwwwnytimescomlibrarytech9804cyberarticles27educationhtml)
Moersch C (1995) Levels of technology implementation a framework for measuring classroom technology use
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash6362
Learning and Leading with Technology 23 (Retrieved June 22 2002 from httpwwwisteorgLampLarchive
vol26no8supplementmoerschmoerschhtml)
Phipps R A amp Merisotis J P (2000) Quality on the line benchmarks for success in Internet-based distance
education Washington DC The Institute for Higher Education Policy
Porter T amp Foster S K (1998) From a distance training and teacher education THE Journal 26 (Retrieved on
June 22 2002 from httpwwwthejournalcommagazine98Septfeatures4html)
Rainer J D (1999) Faculty living their beliefs Journal of Teacher Education 50 192ndash199
Rao P V amp Rao L M (1999) Strategies that support instructional technology Syllabus 22ndash24
Reich D (1999) Questioning technology an interview with Jeffrey Reiman American 17ndash21
Rogers E M (1995) Diffusion of innovation (4th ed) New York The Free Press
Schulman A H amp Sims R L (1999) Learning in an online format versus an in-class format an experimental
study THE Journal (Retrieved June 22 2002 from httpwwwthejournalcommagazinevaulta2090cfm)
Shirer M (1999) Forrester technographics finds that young consumers are internalizing net rules (pp 1ndash3)
Cambridge MA Forrester Research
Sprague D amp Dede C (1999) Constructivism in the classroom if I teach this way am I doing my job Learning
and Leading with Technology 27(1) 6ndash9 16ndash17
Stancill J (1999) UNC lets bricks mortar give way to bits bytes News Observer on the Web (Retrieved June 23
2002 from httpsearchnews-observercomplweb-cgi202920202020AND2019990501
3C3Ddate)
The Campus Computing Project (2001) The 2001 national survey of information technology in US higher
education Encino CA The Campus Computing Project
Turoff M (1999) Education commerce communications the era of competition WebNet Journal 22ndash31
Young J (2002 March 22) Hybrid teaching seeks to end the divide between traditional and online instruction
Chronicle of Higher Education A33
Young M R (2001) Windowed wired and webbedmdashnow what Journal of Marketing Education 23(1) 45ndash54
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 63
Learning and Leading with Technology 23 (Retrieved June 22 2002 from httpwwwisteorgLampLarchive
vol26no8supplementmoerschmoerschhtml)
Phipps R A amp Merisotis J P (2000) Quality on the line benchmarks for success in Internet-based distance
education Washington DC The Institute for Higher Education Policy
Porter T amp Foster S K (1998) From a distance training and teacher education THE Journal 26 (Retrieved on
June 22 2002 from httpwwwthejournalcommagazine98Septfeatures4html)
Rainer J D (1999) Faculty living their beliefs Journal of Teacher Education 50 192ndash199
Rao P V amp Rao L M (1999) Strategies that support instructional technology Syllabus 22ndash24
Reich D (1999) Questioning technology an interview with Jeffrey Reiman American 17ndash21
Rogers E M (1995) Diffusion of innovation (4th ed) New York The Free Press
Schulman A H amp Sims R L (1999) Learning in an online format versus an in-class format an experimental
study THE Journal (Retrieved June 22 2002 from httpwwwthejournalcommagazinevaulta2090cfm)
Shirer M (1999) Forrester technographics finds that young consumers are internalizing net rules (pp 1ndash3)
Cambridge MA Forrester Research
Sprague D amp Dede C (1999) Constructivism in the classroom if I teach this way am I doing my job Learning
and Leading with Technology 27(1) 6ndash9 16ndash17
Stancill J (1999) UNC lets bricks mortar give way to bits bytes News Observer on the Web (Retrieved June 23
2002 from httpsearchnews-observercomplweb-cgi202920202020AND2019990501
3C3Ddate)
The Campus Computing Project (2001) The 2001 national survey of information technology in US higher
education Encino CA The Campus Computing Project
Turoff M (1999) Education commerce communications the era of competition WebNet Journal 22ndash31
Young J (2002 March 22) Hybrid teaching seeks to end the divide between traditional and online instruction
Chronicle of Higher Education A33
Young M R (2001) Windowed wired and webbedmdashnow what Journal of Marketing Education 23(1) 45ndash54
J Bennett L Bennett Internet and Higher Education 6 (2003) 53ndash63 63