Upload
wesley-de-wet
View
88
Download
0
Embed Size (px)
Citation preview
0
A contribution to efficient reporting, using a mobile application: The case of the Electricity
Department at the City of Cape Town
by
Wesley De Wet
14.11.2015
Mentored by
Lynn Coleman
Submitted as part of the requirements for
Project 4
in the
B Tech (Information Technology)
Program at the
Cape Peninsula University of Technology
1
Abstract __________________________________________________________________ 2
Keywords ________________________________________________________________ 2
Clarification of basic terms and concepts ________________________________________ 2
1. Introduction ___________________________________________________________ 3
2. Background to the research problem _______________________________________ 3
3. Statement of research problem ____________________________________________ 4
4. Research questions/sub questions __________________________________________ 4
4.1 Aim and Objectives of the research ___________________________________________ 5
Aim ___________________________________________________________________________ 5
Objectives _____________________________________________________________________ 5
4.1 Delineation of the research __________________________________________________ 5
5. Literature review _______________________________________________________ 5
Enterprise Resource Planning ______________________________________________________ 5
Mobile ERP _____________________________________________________________________ 6
Software Evaluation _____________________________________________________________ 7
6. Research design and methodology _________________________________________ 7
Research setting ________________________________________________________________ 8
Data sample and selection criteria __________________________________________________ 8
7. Data collection, analysis and findings / Requirement Analysis and Design _________ 8
Data collection instrument ________________________________________________________ 8
Data collection procedure _________________________________________________________ 9
Reliability and Validity ___________________________________________________________ 9
Reliability ______________________________________________________________________ 9
Validity ________________________________________________________________________ 9
8. Discussion and interpretation of findings / System development and implementation 10
Sample _________________________________________________ Error! Bookmark not defined.
Feedback on utility and efficiency of reporting _______________________________________ 10
Paper-based system ____________________________________________________________ 10
Mobile application ______________________________________________________________ 11
9. Conclusions & recommendation (Includes significance and contribution of the research) _________________________________________________________________ 12
10. References __________________________________________________________ 14
Appendix_________________________________________________________________ 16
Data collection instrument sample _________________________________________________ 16
2
Abstract
Migration from paper-based systems to software based systems is not uncommon in this day and age. The
City of Cape Town had taken the decision to eliminate problems experienced in a paper-based system
through the development and use of a mobile application. The development had been completed and
rolled out to a pilot site in April 2015. The mobile application had as yet, not undergone an evaluation to
establish if it has eliminated the problems experienced in the previous paper-based system. Using a
descriptive approach, research was conducted and feedback elicited from the users. The study produced
results that indicated that the inefficiencies had not been completely eliminated through the use of a
mobile application but has resulted in a positive user experience as over 80% of respondents indicated.
Keywords
Enterprise Resource Planning, Mobile applications, Software evaluation
Clarification of basic terms and concepts
ERP – Enterprise Resource Planning
CoCT – City of Cape Town
3
1. Introduction
Mobile technology had come a long way since its inception; so much so that it, forming part
of mission critical tasks, in large organisations is not surprising in 2015. The decision to
migrate from paper-based systems to mobile applications may be directly related to
efficiency levels of performing tasks. If this is the case, the levels of efficiency of performing
these tasks must be known, to determine whether progress has been made.
2. Background to the research problem
The City of Cape Town is a municipal entity with over 25 000 employees that previously
consisted of 58 municipalities. In 1910, it had become apparent that having many small
municipalities was inefficient, a duplication of resources and skills existed and it was decided
that the logical solution was to pool resources. (City of Cape Town Council Overview, 2011)
In 1996, the municipal entities that made up the City of Cape Town were combined into
seven municipal entities. On 4 December 2000, The City of Cape Town formed a ‘Unictiy’,
combining all 7 municipal entities, which now consists of over 27 000 employees.
The City of Cape Town is committed to its vision of ensuring that residents and visitors to
Cape Town enjoy the best possible services, facilities and opportunities, delivered in a way
that improves their overall quality of life.” (City of Cape Town, 2015)
The City of Cape Town uses an ERP (Enterprise Resource Planning) business information
system to efficiently manage and integrate data and business processes, while reducing
overall business expenses. Dusanka suggests that the main function of an ERP system is to
“automate and integrate business processes”. A primary benefit to companies of
implementing an ERP system is that productivity is increased and businesses generally
experience a reduction of expenses (Dusanka 2013: 323).
The Electricity Services Department (ESD) distributes electricity to residential, commercial
and industrial customers of who are mostly situated in the southern part of Cape Town. The
ESD provides the link between an electricity supplier and its customers. To carry out this
service, the ESD constructs and maintains equipment that is used to transform the power
supply from power stations in the Northern Province and Mpumalanga to Cape Town.
A core problem identified within the Electricity Department at the City of Cape Town, were
the degree of inefficiencies linked to their existing paper-based process dealing with
4
inspection order handling. These included incomplete paper feedback which resulted in
incomplete inspection reports, invalidated condition assessments, errors in the capturing
processes, heavy administrative burden (as items were manually transferred from paper-
based reports) and the need for a high level of technical skills from the data captures and
administrative clerks processing the paper-based forms.
In an attempt to address these concerns, the ERP Department at the City Cape Town
initiated a project which offered a mobile application solution to address the problems, as its
proposed solution. An evaluation of this information is therefore valuable in attempting to
determine if this solution adequately addresses the problems identified and experienced from
the paper-based system. Failing to evaluate the new system may result in unexpected
inefficacies in future. As the Electricity Department is the first unit within the City of Cape
Town to pilot the use of a mobile solution, such an evaluation will be of benefit to the whole
organisation. The decision to undertake such an evaluation is supported of the
recommendations made by Jangir et al’s who state that software evaluation forms part of a
crucial step in ensuring that the stated objectives of the software are fulfilled. (Jangir et al,
2012: 78)
3. Statement of research problem
A mobile application, recently introduced into the Electricity Department has as yet, not
undergone an evaluation to establish if it has eliminated problems reported in the previous
paper-based system. Measurement of the level of efficiency of the mobile application allows
the development team to assess the utility of the solution, identify potential problems, thus
ensuring a positive contribution to efficiencies within the said department. A systematic
evaluation approach, eliciting feedback from inspectors will be implemented to determine the
degree to which the mobile application contributed to the elimination of the problems
reported in the previous paper-based system.
4. Research questions/sub questions
1. How has the introduction of a mobile application at Bloemhof depot impacted on
efficient reporting by Inspectors?
a. To what degree has the mobile application reduced previous problems
reported in the paper-based system?
5
4.1 Aim and Objectives of the research
Aim
The degree, to which the mobile application contributed to the elimination of problems
reported in the previous paper-based system, is to be determined. This may result in an
overall increase of efficiencies within the Electricity Department at the City of Cape Town.
Objectives
Determine the degree to which the mobile application contributed to the elimination of
inefficiencies reported in the previous paper-based system.
4.1 Delineation of the research
The population of this research are the Inspectors handling medium voltage inspections at
the Electricity Department at the City of Cape Town. The population is spread across Cape
Town at the various City of Cape Town Electricity Depots. The sample of this research is the
Inspectors working out of the Bloemhof Depot in Bellville, Cape Town. The Bloemhof Depot
was the pilot site for the roll out of the mobile application and it is believed that the Inspectors
working out of this Depot has an increased level of experience than the Inspectors working in
other Depots and is the reason for the sample choice.
5. Literature review
Enterprise Resource Planning
The City Of Cape Town uses an Enterprise Resource Planning (ERP) system to integrate
and manage data. This data comprises all departments within the organization. Addo-
Tenkorang et al (2011) and Wu and Wang (2013) agree that ERP is an enterprise-wide
information system that integrates core corporate activities and controls the all business
processes. ERP also offers greater managerial control, cost reduction, rapid decision making
by incorporation of best practices (Matende & Ogao 2013: 519).
Interdepartmental companies using ERP systems have become a competitor for companies
using non-integrated systems. Addo-Tenkorang and Helo (2011:1) emphasized that in
today’s competitive business environment, ERP systems have become increasingly vital.
6
Two major benefits that exist in ERP that do not exist in non-integrated systems are identified
by Umble et al (2003). Firstly, ERP offers an integrated enterprise view of the organization.
Secondly, it encompasses all departments and processes (Umble 2003:241).
The reasons why interdepartmental companies with non-integrated systems may migrate to
ERP reside in expanding markets, rising customer expectations and increasing competition.
According to Umble et al (2003:241) this leads to pressure being placed on companies to
decrease expenses, increase productivity and provide better customer service.
While companies that use ERP may have an advantage, the system should be maintained,
new software must be developed and newer technology has to be implemented in order to
increase productivity and efficiency (Addo-Tenkorang & Helo 2011:1). Addo-Tenkorang and
Helo (2011:1) further noted that successful implementation is a key determinant in deriving
the claimed benefits such as improved productivity and the advantage over competitors.
Mobile ERP
Mobile devices enable workers to access mission-critical line of business applications
(Dospinescu 2008: 92).
According to Gelogo (2014: 380) the term “mobile enterprise” can be used to describe a
large organization that supports critical business functions via mobile devices.
Wireless ERP is described as a technologically relevant issue within the ERP environment.
Dospinescu (2008) offer a convincing argument stating that a quarter of the ERP workforce
travels at least once a week, only keeping in contact via email, calendar and contact
information (Dospinescu 2008: 92). As a result, mobile ERP/CRM may prove relevant when
considering the effects of these individuals having a secure connection to ERP/CRM
information. Dospinescu also indicates that analysts predict a high growth rate for the mobile
industry (Dospinescu 2008, 92).
The use of mobile devices within ERP and CRM is an inevitable extension of an ever
increasing wireless society and has advised that any companies involved in ERP should
consider the use of mobile applications (Gelogo & Kim 2014: 380).
Gelogo and Kim (2014: 380) identified several advantages related to Mobile ERP; this
includes increased productivity, improved decision making, empowered employees,
7
improved customer engagement and a streamlined supply chain. Additionally, Kim et al
(2006: 78) emphasizes other advantages such as flexibility regarding mobile business.
In summarizing the core benefits of mobile ERP systems, Dospinescu et al’s (2008) insights
are particularly valuable. The note “Organizations will sense such positive effects as
significantly lower transaction cost, improved cash flow, fewer disagreements with existing
customers, and, last, but not least, more satisfied employees.” (Dospinescu et al 2008: 92)
These view are also shared by Gelogo et al (2014), indicating a sense of confidence among
experts about the efficacy associated with the use of mobile ERP systems.
Software Evaluation
Stamelos et al (2000) argues that software evaluation may have different points of view and
the evaluation process is not a simple task but a decision process where bias and doubt is
present.
Companies expect several benefits from implementing an ERP solution but implementation
must be accompanied evaluation. This was strongly supported by (Hallikainen et al 2002: 2)
who furthermore suggests that the need and importance of an evaluation is directly linked to
increased risks due to costs and significance of ERP system changes.
6. Research design and methodology
A descriptive research approach was used in this study and according to Cheung (2009:
158), descriptive research typically depict conditions as they exist in a particular setting.
Cheung (2009: 158) also states that descriptive research is mainly concerned with “what is”
and generally describes events, focusing on a particular phenomenon.
Data was collected using self-administered questionnaires, personally distributed to
respondents by the researcher. This offered the benefit of respondents receiving the same
questionnaires at the same time. The questionnaire used a Likert-type scale where
respondents were requested to express their level of satisfaction about specific issues
related to the evaluation of the mobile application.
8
Research setting
The study was conducted at the City of Cape Town, situated in Cape Town, South Africa.
The Electricity Department is serviced by nine Depots situated strategically throughout Cape
Town each and install and maintain electrical equipment. The depots are Vanguard,
Mowbray, Muizenberg, Wynberg, Mitchells Plain, Gugulethu, Bloemhof, Ndabeni, and
Wynberg depots.
Bloemhof Depot was used as the research site as the mobile application was launched here
in April 2015, and all the Inspectors have been using the application since then.
Data sample and selection criteria
The population consists of the inspectors who deal with medium voltage inspections in the
Electricity Department depots throughout Cape Town. The sample consists of the Inspectors
who work at the Bloemhof Depot. This was the pilot site for the mobile application and
therefore, inspectors working there have more experience using the application than
Inspectors working at other Depots where the application was launched at a later stage or
have not started to use the application.
The respondents whose participation was requested in this study were subject to the
following conditions. As personal demographic variables were considered insignificant to the
phenomena under review these were excluded from data collection attention. If the
conditions were met, the respondents’ feedback was considered for analysis by the
researcher. The criteria for consideration of feedback are listed below:
Be permanently employed as an inspector by the City of Cape Town
Have handled inspections using the paper-based system
Have used the mobile application
Be willing to participate in the study
Work at the Bloemhof Depot
7. Data collection, analysis and findings / Requirement Analysis and Design
Data collection instrument
The data was collected using questionnaires to elicit the Inspectors’ views about their
experiences regarding the mobile application. A questionnaire was chosen as a data
collection instrument. The questionnaire is able to elicit written feedback from multiple
9
subjects, is inexpensive to administer and allows for greater geographical coverage than
face-to-face interviews without additional time and cost expenses. (Phellas et al, 2011: 184)
Questionnaires were personally distributed to the respondents for feedback. The
questionnaires consist of close-ended and open-ended questions. The close-ended
questions required the respondent to choose from a predefined set of responses (Glasow,
2005: 7), while open-ended questions allowed respondents to answer in their own words.
This type of questioning is useful to the researcher as varied responses and additional
insights can be gathered. (Glasow, 2005: 7)
The questionnaires were written in English based on the fact that the mobile applications’
text is in English; it is therefore assumed by the researcher that the respondents were able to
read and write in the English language.
Data collection procedure
The researcher arranged to meet the respondents at their place of work personally
distributed questionnaires to the respondents. The respondents had completed the
questionnaires while in the presence of the researcher. Questionnaires collected by the
researcher immediately after they were completed by respondents.
Reliability and Validity
Reliability
Radhakrishna (2007) defines reliability as the indication consistency of accuracy of the
measuring instrument used to collect data. (Radhakrishna 2007: 1) By ensuring a
standardised format for the distribution and collection of the questionnaires the resultant data
collection procedures was imbued with strong levels of consistency.
The following measure which guided the questionnaire distribution procedure helped to
improve and ensure the degree of reliability; the researcher personally administered the
questionnaires, directly to the specified respondents. Standardizing conditions such as
friendliness and support to respondents were also exhibited.
Validity
Validity is said to be the amount of systematic or built-in error in measurement.
(Radhakrishna 2007: 1) Content validity refers to the questions and whether they measure
the content they were intended to measure. (Glasow, 2005: 2)
10
In an attempt to achieve content validity, the research questions had been closely linked to
the mobile application and its impact on the level of reporting efficiencies of the Electricity
Inspectors.
All respondents completed the questionnaires during working hours, with their manager’s
knowledge. This was done to ensure that the questionnaires were treated as an important
task that would ultimately benefit them and the efficiency of the inspection handling process.
For validation, the questionnaires were handed over to the mentor of the researcher, who
has extensive experience in research, before distributing them to the respondents.
Rephrasing of close-ended questions was done to increase the chances of consistent
responses. (Glasow, 2005: 2)
8. Discussion and interpretation of findings
Descriptive statistics was used to generate results from the administered questionnaires
Experience with the mobile application
All the respondents who used the paper-based system to perform their daily work tasks
before the introduction of the mobile application had completed the questionnaires.
Over 80% of the Inspectors claimed to have between five and ten years’ experience. The
remaining Inspectors claimed to have less than five years’.
All of the respondents had claimed to have used the mobile application for reporting since
its introduction in April 2015 (at least 6 months).
Feedback on utility and efficiency of reporting
Paper-based system
The following accounts for Inspectors experiences with the paper-based reporting systems.
The key problems experienced by this system are also described.
Over 65% of the Inspectors indicated that they had experienced problems with
incomplete paper feedback.
11
50% of the respondents indicate that capturing data at each inspection point was time
consuming and problematic, using the previous paper-based system. This was
selected as the second most significant problem among the other problems reported
with the paper-based system.
One Inspector indicated that he / she had no significant problems with the previous
paper-based system. This may indicate that the previous paper-based system had
not affected all users in the same way. This particular user had not experienced any
of the problems reported in the previous paper-based system or the problems were
not significant enough to affect the user and his / her work.
Mobile application
Over 65% of respondents indicate that their main problems experienced using the
previous paper-based system had not completely been eliminated. The remaining
respondents had agreed that the mobile application had eliminated their main
problems of which were reported in the paper-based system. 16% of respondents
had taken a neutral position in the answering of this question, indicating that they may
be undecided or unconvinced that the mobile application had eliminated their specific
problems.
50% of respondents indicate that the mobile application had not reduced the time
taken to capture data at each inspection point while over 30% of respondents agreed
that it has eliminated this problem. Some respondents had taken a neutral position in
the answering of this question. This statement yielded a negative result and it can
now be said that the mobile application did not reduce the time it takes to capture
data at each inspection point, according to the Inspectors at Bloemhof depot.
Positive results were produced when over 80% of respondents agreed with the
statements listed below. This may indicate that the Inspectors had performed their
inspections with an increased level of efficiency due to improvements of planning,
data entry error elimination, elimination of paper related tasks and time confirmations.
An improvement in this case refers to the mobile application and its ability to capture
and report data within a shorter timespan than the paper-based system would have.
An improvement in the planning of maintenance tasks.
12
An improvement in the elimination of data entry errors when using the mobile
application instead of the previous paper-based system.
The mobile application had eliminated the storing and printing of paper problems.
The mobile application had eliminated the problem of incomplete paper feedback.
The mobile application eliminated the time confirmation of inspection team
problems.
I’ve had a positive experience using the mobile application since its introduction.
9. Conclusions & recommendation (Includes significance and contribution of the research)
Discussion of findings
In the literature, Dospinescu (2008: 92), states that mobile devices enable workers to access
mission-critical line of business applications. The Inspectors at Bloemhof had recently been
introduced to a mobile application to perform their daily tasks where previously they had
performed these tasks using a paper-based system. Gelogo (2014: 380), made use of the
term “mobile enterprise” to describe a large organization that supports critical business
functions via mobile devices. This implies that the City Of Cape Town could be identified as a
mobile enterprise as it recently started supporting critical business functions, namely
inspection handling of the Electricity Department at the City Of Cape Town.
The literature also indicated that analysts had predicted a high growth rate for the mobile
industry (Dospinescu 2008, 92). This may prove true at the City of Cape Town, as the Mobile
Inspections project for the Electricity Department had been the first to roll out, as other
mobile projects continue to be developed at the City of Cape Town.
Dospinescu et al (2008) and Gelogo (2014) agree when they state that the organisations
who implement mobile ERP system will experience positive effects such as lower transaction
costs, fewer disagreements with existing customers and more satisfied employees. The
findings of my study provide evidence of this shift with respect to the Bloemhof Inspectors’
experiences of using the mobile application for inspection reporting. Additionally, the findings
illustrate increased efficiency linked to the accuracy of reporting with the mobile application.
Positive results about the efficiency of the mobile application compared with the previous
paper-based system indicate an interrelationship between the literature and the results of this
research. The benefits such as satisfied employees had been indicated in the results as well
as fewer disagreements with existing customers (which may be related to customer
complaints if inspections calls had not been closed in due time, for example: due to
13
incomplete paper feedback). The positive feedback produced from this research further
prove Dospinescu et al’s (2008) and Gelogo’s (2014) statements.
Recommendations
The following recommendations have been made:
The results had indicated that the Inspectors main problems were not completely
eliminated and it is recommended that the Electricity Department along with the
Inspectors prioritize the remaining list of problems related to the mobile application
and report this list to the ERP Department for further development.
This research takes into account the efficiency levels according to the Inspectors and
not the entire Inspection process from beginning to end.
o It is recommended that the entire process be assessed.
The findings of this research only briefly take into account the feelings of the
Inspectors towards the user experience of the application.
o It is recommended that the user experiences be evaluated to determine the
mobile applications’ levels of learnability, usability, attractiveness, etc.
Further research is required regarding a software model; as this is the first mobile
application to be developed in the ERP Department at the City of Cape Town, a
software model may be useful in determining the levels of functionality, reliability,
usability, efficiency, maintainability and portability according to international
standards.
Conclusion
The Electricity Department had reported errors in the previous paper-based system that was
to be eliminated through development of a mobile application. The mobile application had
been developed and rolled out to the Bloemhof Depot in Bellville to be used by the
Inspectors. The elicitation of feedback from these Inspectors had been carried out 6 months
after the mobile applications’ introduction at the Bloemhof Depot. The results indicated that
while the main problems experienced by the Inspectors had not been completely eliminated,
they’ve reported a positive user experience with the mobile application.
14
The mobile application contributed to an increased level of efficiency within the Electricity
Department at the City of Cape Town. The successful development of the mobile application
and its ability to have eliminated most errors reported in the previous paper-based system
allows the City of Cape Town as an organisation to reap the benefits claimed by Umble et al
(2003: 256) when they concluded that once the organisation has finalised implementation of
the software, it could now develop new strategies and techniques that allow proper
management and control of the relatively underutilized tool.
10. References
Alain Pinsonneault and Kenneth L. Kraemer. 1993. Survey Research Methodology in
Management Information Systems: An Assessment. Pages 1-42 Available from
www.dl.acm.org/citation.cfm?id=1189674 [16 September 2015]
Cheung WS, Hew KF. 2009. A review of research methodologies used in studies on mobile
handheld devices in K-12 and higher education settings. Australasian Journal of Educational
Technology 25(2), 153-183 http://www.citeseerx.ist.psu.edu [22 November 2015]
Constantinos N. Phellas, Alice Bloch and Clive Seale. 2011. Structured methods: interviews,
questionnaires and observation. Chaper 11. Part 2. Pages 182-193.
http://www.sagepub.com/sites/default/files/upmbinaries/47370_Seale_Chapter_11.pdf [16
September 2015]
Geert Molenberghs (n.d). International handbook of survey methodology. Interuniversity
Institute for Biostatistics and statistical Bioinformatics (I-BioStat) 1-852.
www.censtat.uhasselt.be
Günther Gediga, Kai-Christoph Hamborg and Ivo Düntsch. (n.d) Evaluation of Software
Systems. P 1-43. www.citeseerx.ist.psu.edu/ [10 June 2015].
Ioannis Stamelos, Ioannis Vlahavas, Ioannis Refandis and Alexis Tsoukias. 2000.
Knowledge Based Evaluation of Software Systems: a Case Study. Information and Software
Technology, Volume 42. Issue 5. 333-345. www.l1.lamsade.dauphine.fr/~tsoukias/ [18 June
2015].
Kate Kelley, Belinda Clark, Vivienne Brown and John Sitzia. 2003. Good practice in the
15
conduct and reporting of survey research. 261-266. Available online:
http://dx.doi.org/10.1093/intqhc/mzg031 . [16 September 2015]
Kim, S.H., Mims, C., & Holmes, K.P. 2006. An introduction to current trends and benefits of
mobile wireless technology use in higher education. AACE Journal, 14(1), 77-100
www.editlib.org/p/6158/ [22 November 2015]
Loraine Blaxter and Christina Hughes and Malcolm Tight. 2006. How to Research. Third
edition. 1-287. www.openup.co.uk
Octavian Dospinescu, Doina Fotache and Bogdanel Adrian Munteanu. 2008 Mobile
Enterprise Resource Planning: New Technology Horizons. Commuications of the IBIMA.
[Online]. Volume 1. P 91-97. Available from:
www.ibimapublishing.com/journals/CIBIMA/volume1/v1n11.html [9 June 2015].
Petri Hallikainen, Hannu Kivijarvi, Matti Rossi, Sami Sarpola, JariTalvinen. 2008. Evaluating
IT investments: Selection of ERP Software in Finnish SME’s. http://wenku.baidu.com [18
June 2015].
Priscilla A. Glasow 1997. Fundamentals of survey research methodology. 1-28. Available
from: www.mitre.org
R. Addo-Tenkorang and P.Helo. 2011. Enterprise Resource Planning (ERP): A Review
Literature Report. Proceedings of the World Congress on Engineering and Computer
Science. [Online] Volume 2. No pagination. www.iaeng.org/ [Accessed 8 June 2015].
Radhakrishna, RB. 2007. Tips for Developing and Testing Questionnaires/Instruments.
Journal of Extension. Volume 45. Number 1. Pages 1. Available online: [email protected] .
[17 September 2015]
Samwel Matende and Patrick Ogao. 2013. Enterprise Resource Planning (ERP) system
Implementation: A case for User participation.Centeris 2013. Conference on ENTERprise
Information Systems . 518-526. www.sciencedirect.com [9 June 2015].
South Africa. City of Cape Town. City of Cape Town Council Overview. 2011.
https://www.capetown.gov.za [03 November 2015].
Thomas R. Lunsford and Brenda Rae Lunsford. 1995. The Research Sample, Part I:
16
Sampling. Journal of prosthetics and Orthotics. Volume 7. Number 3. Pages 105-112.
Available online: http://journals.lww.com .[17 September 2015]
Umble EJ, Haft RR, Umble MM. 2002. Enterprise resource planning: Implementation
procedures and critical success factors. European Journal of Operational Research 146.
http://www.elsevier.com/locate/dsw [22 November 2015]
Yvette E. Gelogo and Haeng-Kon Kim. 2014. Mobile Integrated Enterprise Resource
Planning System Architecture. International Journal of Control and Automation. Volume 7.
379-388. www.sersc.org/journals/IJCA/vol7_no3/36.pdf [10 June 2015].
Acknowledgements
I would like to thank Lynn Coleman for her assistance in this undertaking.
Appendix
Data collection instrument sample
Questionnaire.docx