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REPORT ON ETS EPP TEST OF GENERAL
EDUCATION SKILLS AND KNOWLEDGE
Fall 2013 – Spring 2014
Prepared by The Center for Teaching & Assessment of Learning
Kevin R. Guidry, Ph.D.
Senior Research Analyst
Kathleen Langan Pusecker, M.S.
Director of Educational Assessment
Prepared: August 2014
Executive Summary
At the direction of the Office of the Provost, the Center for Teaching & Assessment of
Learning administered the short form of the ETS Educational Proficiency Profile (EPP) to first-
year and senior students at UD in the 2013-2014 academic year to examine their general
education skills and knowledge. The short form of the EPP is a 40-minute multiple choice test
that includes questions about critical thinking, reading, writing, and mathematics. Of the 657
UD students who have taken the EPP, 307 students who completed more than 75% the test in
2010 and 329 completed more than 75% in 2013-2014. Overall, we have some confidence that
these two samples are relatively representative of the populations from which they were drawn
based on their demographics, particularly their gender and race/ethnicity.
The results of these tests are generally positive. In general, UD students who took the
EPP performed better than students at other institutions who have taken the EPP. More
importantly, UD students made statistically significant gains in every area tested by the EPP
when comparing average results from first-year students to senior students in the same cohort
indicating that students are learning general education skills and knowledge during their time at
UD. EPP results also confirm that students who began in 2013 were more academically
qualified than those who began in 2010. Test results also indicate that the UD undergraduate
education has remained broadly consistent during the past four years as both groups of senior
students performed similarly despite performing differently as first-year students.
Based on these test results, our experience administering the EPP for a second time,
experience with general education at the University of Delaware, and our broader knowledge of
U.S. higher education, we recommend that UD:
1. Adopts a cross-college, cross-discipline method of assessing general education skills
and knowledge that is more actionable. EPP scores are not actionable given their
vagueness and opacity. Smaller, more targeted assessments grounded in coursework
or disciplinary work may be more appropriate and useful. Similarly, electronic
portfolios or expanded transcripts where students are required to upload work that
they feel indicates mastery of the general education goals to be assessed by UD
faculty (e.g., CTAL Assessment Scholars using AAC&U rubrics) may be more
viable, actionable, and accepted by UD constituents.
2. Places a greater emphasis on assessing samples of students that reflect UD priorities
and needs. For example, if we are particularly interested in large-scale, longitudinal
work then we should ensure we are assessing representative samples that are ideally
the same ones at different points in time e.g., assess the same group of students as
first-year students and as seniors. This could also include targeted assessments of
specific groups of students e.g., quantitative reasoning skills of non-STEM students.
This work would be greatly enabled if UD were to adopt a regular, scheduled time for
the structured collection of assessment data and reflection on how it can improve
university practices like the “Assessment Day” held twice annually at James Madison
University.
Table of Contents
Executive Summary ............................................................................................................ 2
Table of Contents ................................................................................................................ 4
Introduction ......................................................................................................................... 6
Study Sample and Representativeness ................................................................................ 6
Test Results ......................................................................................................................... 9
Between-university comparisons. ................................................................................. 10
All four-year institutions. .......................................................................................... 11
Public research universities. ...................................................................................... 15
Within-university comparisons. .................................................................................... 19
First-year-2010-cohort-to-senior-2013-cohort .......................................................... 20
First-year-cohort-to-first-year-cohort. ...................................................................... 22
Senior-cohort-to-senior-cohort ................................................................................. 23
Implications....................................................................................................................... 24
Recommendations ............................................................................................................. 25
Appendix A : ETS Proficiency Profile Levels .................................................................. 28
Reading and Critical Thinking ...................................................................................... 28
Level 1. ..................................................................................................................... 28
Level 2. ..................................................................................................................... 28
Level 3. ..................................................................................................................... 28
Writing .......................................................................................................................... 29
Level 1. ..................................................................................................................... 29
Level 2. ..................................................................................................................... 29
Level 3. ..................................................................................................................... 29
Mathematics .................................................................................................................. 30
Level 1. ..................................................................................................................... 30
Level 2. ..................................................................................................................... 30
Level 3. ..................................................................................................................... 31
Appendix B : All EPP-Participating 4-Year Institutions .................................................. 32
Introduction
At the direction of the Office of the Provost, the Center for Teaching & Assessment of
Learning administered the short form of the ETS Educational Proficiency Profile (EPP) to first-
year and senior students at UD in the 2013-2014 academic year to examine their general
education skills and knowledge. The short form of the EPP is a 40-minute multiple choice test
that includes questions about critical thinking, reading, writing, and mathematics. We also
administered the EPP in 2010 so we are able to compare responses from first-year students and
senior students in the same cohort.
Study Sample and Representativeness
In total, 657 UD students have completed the EPP. Once we remove the students who
completed less than 75% of the test questions1 we have 307 students who completed the test in
2010 and 329 who completed it in 2013-2014 as summarized in Table 1. Overall, we have some
confidence that these two samples are relatively representative of the populations from which
they were drawn based on their demographics, particularly their gender and race/ethnicity.
Table 1: UD EPP Sample
2010 2013-2014
First-year students Entering first-year students (0 credits) 149 127
First-year students with more than zero but
less than 30 credits
36 59
Senior students 92 136
Other 30 7
Total 307 329
1 This removes only 21 (3%) of the students from the analysis, 10 (3%) from 2010 and 11 (3%) from 2013-
2014.
In terms of gender and race/ethnicity, the students who have taken the EPP are roughly
comparable to the broader UD student population. Table 2 displays the gender of UD students
and EPP test-takers with Table 3 displaying their race/ethnicity. The percentages of students in
each of these categories are comparable and were improved in the 2013-2014 administration.
Some of the differences in the race/ethnicity numbers, particularly the overrepresentation of
Asian students, are likely due to differences in how these data are collected for the EPP and for
other UD purposes especially since the EPP does not distinguish between U.S. citizens and
international students.
Table 2: Gender of UD Undergraduate Population and EPP Sample
2011 2014
n Percentage n Percentage
Female UD 9,067 57% 9,081 58%
EPP 190 62% 197 60%
Male UD 6,820 43% 6,676 42%
EPP 106 35% 131 40%
Unknown UD n/a n/a n/a n/a
EPP 11 4% 1 < 1%
Table 3: Race/ethnicity of UD Undergraduate Population and EPP Sample
2011 2014
n Percentage n Percentage
White UD 12,322 78% 12,789 76%
EPP 240 78% 253 77%
African-American UD 797 5% 834 5%
EPP 6 2% 14 4%
Hispanic UD 891 6% 1,144 7%
EPP 11 3% 19 6%
Asian2 UD 648 4% 718 4%
EPP 22 7% 26 8%
Native American UD 21 < 1% 13 < 1%
EPP 1 < 1% 1 < 1%
International2 UD 524 3% 723 4%
EPP n/a n/a n/a n/a
Other2 UD 684 4% 650 4%
EPP 27 9% 16 5%
In both 2010 and 2013-2014, we recruited first-year and senior students to take the EPP.
For first-year students in both rounds of testing, we asked faculty teaching First-Year Seminar
(FYS) courses if we could administer the test during one of their class sessions in the fall. We
targeted faculty teaching a diverse set of FYS courses including some that were largely aimed at
students with particular declared majors and those with a high percentage of University Studies
students. When recruiting senior students in 2010, we relied largely on open recruitment of UD
students via posters. In 2013-2014, we changed this procedure to be similar to our first-year
student process except we focused on capstone classes instead of FYS classes. As shown in
Table 4, we were not entirely successful in completely representing the student body in terms of
the UD college in which they have a declared major. However, this is a flawed and difficult
comparison because the EPP has a limited selection of majors that a student can choose and the
2 These categories are not directly comparable between the UD population and EPP sample because of
different categorizations and questions.
data files do not include the written “Other:” responses from the students. Therefore, it is
possible that much of the discrepancy between the study sample and the population is hidden in
the nearly one-third of students who selected that option. For example, one of the senior
capstone classes to whom we administered the EPP was a sports management course, a major in
the Alfred Lerner College of Business & Economics but one not listed in the EPP for students to
select.
Table 4: College of UD Undergraduate Population and EPP Sample
2010 2013-2014
EPP UD EPP UD
College of Agriculture & Natural
Resources
1% 4% 2% 4%
Alfred Lerner College of Business &
Economics
6% 18% 0% 17%
College of Arts & Sciences 24% 39% 33% 37%
College of Education & Human
Development
5% 6% 2% 6%
College of Engineering 5% 11% 15% 14%
College of Earth, Ocean, & Environment 6% 1% 1% 2%
College of Health Sciences 3% 12% 9% 14%
No answer/other 30% n/a 31% n/a
Office of University Studies 21% 7% 9% 7%
Test Results
There are two groups of results that are returned to institutions whose students participate
in the Educational Proficiency Profile. First, norm-referenced scaled numeric scores for each
skill area are included in the data files. These scores range from 100 to 130 and are not
comparable to one another but are intended to be compared with the scores of other students.
Second, criterion-referenced proficiency levels for each skill area are included in the data files.
Students are rated using these proficiency levels as proficient, marginal, or not proficient at each
level of each skill area. More detailed information on the construction of these proficiency levels
can be found on ETS’s website at
http://www.ets.org/proficiencyprofile/scores/proficiency_classifications/.
One minor methodological note about student class level is necessary. In the EPP,
students were asked to identify how many course hours they had completed: None entering
freshman, Fewer than 30 semester hours or fewer than 45 quarter hours, 30 - 60 semester hours
or 45 - 90 quarter hours, 61 - 90 semester hours or 91 - 145 quarter hours, or More than 90
semester hours or more than 145 quarter hours. ETS reports only allow us to select all students
or students who selected only one of those response options so between-university comparisons
are somewhat stilted. However, for within-university comparisons we are able to use raw data
and create a derived class variable that combines the first two response options into a more
representative “first-year” response category and retain the final response option as the “senior”
response category. We omit students who selected the remaining response options as they were
mistakenly included in the study sample, an artifact of how we recruited senior student
participants by focusing on capstone classes in which a handful of junior students were also
enrolled.
Between-university comparisons. The reporting tools offered by ETS permit us to select
peer comparison groups and receive summary statistics for those groups. We can make these
comparisons at the student and the institution level. However, this tool is limited in several
ways. First, the group of institutions that can be included in our selection is somewhat limited as
the EPP is only one of many ways to assess general education goals and other institutions are
free to employ other methods e.g., the Collegiate Learning Assessment, electronic portfolios.
Second, we are constrained by how we can select the student groups to be compared in that we
can only choose to compare all of our students (who have taken the test) to all of the students at
our peer institutions (who have taken the test) or we can select one particular (limited) class level
as described above.
In this report, we compare UD students to two other groups of students. First, we
compare UD students to students at four-year colleges and universities who have taken the EPP
since July 2009. Second, we compare UD students to students at universities that are somewhat
comparable to UD.
All four-year institutions. As shown in Table 5, students at several hundred colleges and
universities have participated in the EPP since 2009. Although this group of colleges and
universities may not be completely representative of the entire population of four-year colleges
and universities in the United States, there are enough of them to make a comparison between
these groups of students and UD students a useful one. The entire listing of these institutions is
included as Appendix B.
Table 5: EPP Four-year Colleges and Universities
Entering first-year
student with 0 credits
Less than 30 credits but
more than 0 credits
Senior
students
Number of institutions 237 208 316
Total number of students 167,916 51,783 179,711
As shown in the following tables, UD students fare well in all areas included in the EPP
when compared against students at all of the four-year colleges and universities who have
administered the EPP. We caution, however, that this may not be a very meaningful comparison
since we do not know anything about the methods by which students at other institutions were
selected to participate nor do we know the purposes for which these institutions administered the
EPP. For those reasons, we only supply basic descriptive statistics in these three tables and the
difference between the student-level averages without any statistical analysis that may lead
readers to lend more weight to these comparisons than is appropriate. Additional tables list the
percentages of students who were classified in each of ETS’s proficiency levels.
Table 6: Entering First-Year Student Score Comparisons With All EPP Four-Year Institutions
University of Delaware
(n=276)
All four-year institutions
(n=137,8753)
Mean Standard Deviation Mean Standard Deviation Difference
Critical
Thinking
111.9 6.2 109.6 5.8 2.3
Reading 118.3 6.3 115.3 7.0 3.0
Writing 115.8 4.5 112.8 5.1 3.0
Math 114.8 5.8 111.7 5.7 3.1
Humanities 114.7 6.5 112.9 6.1 1.8
Social Sciences 114.0 6.0 111.5 5.9 2.5
Natural
Sciences
115.4 5.3 113.3 5.8 2.1
Total 447.9 17.9 436.5 18.3 11.4
3 This is a weighted total that corrects for institutional size so institutions with very large samples are not
disproportionately represented in the reported statistics.
Table 7: Entering First-Year Student Proficiency Comparisons With All EPP Four-Year
Institutions
University of Delaware (n=276)
All four-year institutions
(n=137,875)
Not
Proficient Marginal Proficient
Not
Proficient Marginal Proficient
Critical Thinking 80% 16% 4% 88% 10% 2%
Reading, Level 2 42% 26% 32% 61% 17% 21%
Reading, Level 1 11% 21% 68% 29% 23% 48%
Writing, Level 3 56% 32% 12% 78% 17% 5%
Writing, Level 2 34% 37% 28% 58% 29% 12%
Writing, Level 1 4% 26% 71% 19% 32% 49%
Mathematics, Level 3 69% 23% 8% 85% 11% 4%
Mathematics, Level 2 36% 27% 37% 58% 23% 19%
Mathematics, Level 1 14% 20% 66% 31% 27% 41%
Table 8: First-Year Students With Some Credits Score Comparisons With All EPP Four-Year
Institutions
University of Delaware
(n=95)
All four-year institutions
(n=37,9153)
Mean
Standard
Deviation Mean
Standard
Deviation Difference
Critical Thinking 111.3 6.0 109.9 6.1 1.4
Reading 117.6 6.8 115.6 7.3 2.0
Writing 115.8 5.4 112.8 5.3 3.0
Math 114.6 5.5 111.8 6.0 2.8
Humanities 114.3 6.6 113.3 6.4 1.0
Social Sciences 113.2 5.7 111.8 6.2 1.4
Natural Sciences 115.0 5.4 113.5 6.0 1.5
Total 446.4 19.3 437.1 19.5 9.3
Table 9: First-Year Students With Some Credits Proficiency Comparisons With All EPP Four-
Year Institutions
University of Delaware (n=276)
All four-year institutions
(n=137,875)
Not
Proficient Marginal Proficient
Not
Proficient Marginal Proficient
Critical Thinking 80% 16% 4% 86% 11% 3%
Reading, Level 2 48% 22% 29% 60% 17% 24%
Reading, Level 1 14% 23% 63% 29% 22% 49%
Writing, Level 3 57% 26% 17% 77% 18% 5%
Writing, Level 2 33% 37% 31% 58% 29% 13%
Writing, Level 1 8% 21% 71% 21% 31% 48%
Mathematics, Level 3 74% 20% 6% 84% 11% 5%
Mathematics, Level 2 34% 35% 32% 58% 22% 20%
Mathematics, Level 1 14% 22% 64% 34% 25% 41%
Table 10: Senior Student Score Comparisons With All EPP Four-Year Institutions
University of Delaware
(n=228)
All four-year institutions
(n=134,8713)
Mean
Standard
Deviation Mean
Standard
Deviation Difference
Critical Thinking 115.6 6.6 112.4 6.6 3.1
Reading 121.4 6.5 118.6 7.1 2.8
Writing 117.3 4.6 114.7 5.1 2.6
Math 118.3 6.1 113.9 6.3 4.3
Humanities 116.9 7.1 115.6 6.6 1.3
Social Sciences 116.9 6.0 114.1 6.4 2.8
Natural Sciences 118.4 5.2 115.8 6.0 2.6
Total 460.7 20.2 446.4 20.6 14.3
Table 11: Senior Student Proficiency Comparisons With All EPP Four-Year Institutions
University of Delaware (n=276)
All four-year institutions
(n=137,875)
Not
Proficient Marginal Proficient
Not
Proficient Marginal Proficient
Critical Thinking 54% 30% 17% 74% 19% 7%
Reading, Level 2 25% 19% 57% 42% 19% 39%
Reading, Level 1 7% 10% 82% 17% 17% 66%
Writing, Level 3 45% 32% 23% 65% 26% 9%
Writing, Level 2 18% 43% 39% 43% 36% 22%
Writing, Level 1 3% 12% 85% 12% 25% 63%
Mathematics, Level 3 47% 30% 23% 74% 17% 9%
Mathematics, Level 2 18% 21% 61% 45% 25% 31%
Mathematics, Level 1 4% 14% 82% 22% 23% 55%
Public research universities. Although a comparison of UD students against all students
at four-year institutions is a reasonable starting point, a more useful comparison is one made
against students at peer institutions. Although we tried to use preexisting lists of peer and
comparison groups constructed by the Office of the Provost, the number of institutions that have
participated in the EPP and the ETS-imposed requirement that comparison groups to be of a
minimum size of ten required us to expand our selections to include all public institutions with
the same Basic Carnegie Classification of RU/VH: Research Universities (very high research
activity); these institutions and the number of students who participated in the EPP are listed in
Table 12.
Table 12: EPP Peer Institutions
Entering first-
year student
with 0 credits
Less than 30
credits but more
than 0 credits Senior students
Arizona State University - Tempe, AZ 788 226 0
Clemson University, SC 5,258 1,490 1,771
Mississippi State University, MS 2,135 0 0
Indiana University - Bloomington, IN 0 0 102
Montana State University, MT 176 0 0
Mississippi State University, MS 0 194 3,840
Montana State University, MT 0 0 224
North Carolina State University, NC 0 536 325
Purdue University - West Lafayette, IN 0 110 130
University of Alabama at Birmingham, AL 2,039 681 239
University of Alabama in Huntsville, AL 0 0 605
University of Cincinnati, OH 129 40 152
University of Georgia, GA 0 141 434
University of Illinois, IL 40 131 0
University of Missouri - Columbia, MO 180 67 1,133
University of South Carolina - Columbia, SC 52 0 212
University of South Florida - Tampa, FL 76 39 76
University of Tennessee - Knoxville, TN 812 108 67
Wayne State University, MI 195 57 323
Total 11,880 3,820 9,633
The next set of tables compares the scores and proficiency levels of UD students against
the average scores and proficiency levels of students at all of the four-year public research
universities that have participated in the EPP. As before, UD students fare well in all areas
included in the EPP. We again caution, however, that this may not be a very meaningful
comparison since we do not know anything about the methods by which students at other
institutions were selected to participate nor do we know the purposes for which these institutions
administered the EPP.
Table 13: Entering First-Year Student Score Comparisons With EPP Public Research
Universities
University of Delaware
(n=276) EPP Peers (n=9,6224)
Mean
Standard
Deviation Mean
Standard
Deviation Difference
Critical Thinking 111.9 6.2 109.6 6.2 2.3
Reading 118.3 6.3 115.3 6.6 3.0
Writing 115.8 4.5 112.8 4.6 3.0
Math 114.8 5.8 111.7 6.0 3.1
Humanities 114.7 6.5 112.9 6.4 1.8
Social Sciences 114.0 6.0 111.5 6.0 2.5
Natural Sciences 115.4 5.3 113.3 5.6 2.1
Total 447.9 17.9 436.5 18.8 11.4
Table 14: Entering First-Year Student Proficiency Comparisons With EPP Public Research
Universities
University of Delaware (n=276) EPP Peers (n=9,622)
Not
Proficient Marginal Proficient
Not
Proficient Marginal Proficient
Critical Thinking 80% 16% 4% 76% 19% 5%
Reading, Level 2 42% 26% 32% 40% 22% 38%
Reading, Level 1 11% 21% 68% 13% 17% 70%
Writing, Level 3 56% 32% 12% 60% 29% 11%
Writing, Level 2 34% 37% 28% 37% 40% 24%
Writing, Level 1 4% 26% 71% 6% 23% 70%
Mathematics, Level 3 69% 23% 8% 70% 20% 10%
Mathematics, Level 2 36% 27% 37% 36% 27% 37%
Mathematics, Level 1 14% 20% 66% 14% 21% 64%
4 This is a weighted total that corrects for institutional size so institutions with very large samples are not
disproportionately represented in the reported statistics.
Table 15: First-Year Students With Some Credits Score Comparisons With EPP Public Research
Universities
University of Delaware
(n=95) EPP Peers (n=3,2304)
Mean
Standard
Deviation Mean
Standard
Deviation Difference
Critical Thinking 111.3 6.0 113.1 6.4 -1.8
Reading 117.6 6.8 119.6 6.7 -2.0
Writing 115.8 5.4 116.0 4.7 -0.2
Math 114.6 5.5 116.5 6.1 -1.9
Humanities 114.3 6.6 115.9 6.5 -1.7
Social Sciences 113.2 5.7 114.6 6.1 -1.4
Natural Sciences 115.0 5.4 116.6 5.6 -1.6
Total 446.4 19.3 452.5 19.4 -6.1
Table 16: First-Year Students With Some Credits Proficiency Comparisons With EPP Public
Research Universities
University of Delaware (n=276) EPP Peers (n=3,230)
Not
Proficient Marginal Proficient
Not
Proficient Marginal Proficient
Critical Thinking 80% 16% 4% 70% 23% 6%
Reading, Level 2 48% 22% 29% 35% 21% 44%
Reading, Level 1 14% 23% 63% 11% 16% 73%
Writing, Level 3 57% 26% 17% 56% 31% 13%
Writing, Level 2 33% 37% 31% 30% 42% 28%
Writing, Level 1 8% 21% 71% 6% 20% 75%
Mathematics, Level 3 74% 20% 6% 60% 25% 14%
Mathematics, Level 2 34% 35% 32% 25% 27% 48%
Mathematics, Level 1 14% 22% 64% 11% 14% 76%
Table 17: Senior Student Score Comparisons With EPP Public Research Universities
University of Delaware
(n=228) EPP Peers (n=7,7934)
Mean
Standard
Deviation Mean
Standard
Deviation Difference
Critical Thinking 115.6 6.6 114.6 6.7 1.0
Reading 121.4 6.5 121.0 6.5 0.3
Writing 117.3 4.6 116.5 4.6 0.8
Math 118.3 6.1 117.5 6.4 0.8
Humanities 116.9 7.1 117.2 6.7 -0.3
Social Sciences 116.9 6.0 115.9 6.3 1.0
Natural Sciences 118.4 5.2 117.7 5.5 0.7
Total 460.7 20.2 457.2 20.3 3.5
Table 18: Senior Student Proficiency Comparisons With EPP Public Research Universities
University of Delaware (n=276) EPP Peers (n=7,793)
Not
Proficient Marginal Proficient
Not
Proficient Marginal Proficient
Critical Thinking 54% 30% 17% 60% 27% 13%
Reading, Level 2 25% 19% 57% 27% 19% 53%
Reading, Level 1 7% 10% 82% 8% 13% 79%
Writing, Level 3 45% 32% 23% 52% 33% 16%
Writing, Level 2 18% 43% 39% 27% 41% 32%
Writing, Level 1 3% 12% 85% 4% 18% 78%
Mathematics, Level 3 47% 30% 23% 53% 26% 21%
Mathematics, Level 2 18% 21% 61% 23% 24% 54%
Mathematics, Level 1 4% 14% 82% 8% 15% 77%
Within-university comparisons. ETS also supplies us with the ability to create reports that
compare groups of UD students to other groups of UD students. There are essentially four
groups of UD students who have taken the EPP: first-year5 and senior students in 2010 and first-
year5 and senior students in 2013-2014. Comparing first-year and senior students who took the
5 For purposes of these within-university comparisons, “first-year students” are those who indicated on the
EPP that they had either no credit hours or fewer than 30 semester hours, two different response options combined
into category for these analyses.
test in the same year is a comparison that yields little actionable, useful information because
those are different groups of students who were admitted in different years under different
conditions and have had different experiences at UD. However, the other three comparisons may
yield useful information.
First-year-2010-cohort-to-senior-2013-cohort. The most meaningful comparison we
can make with these data is to compare the scores of first-year students with those of senior
students who are in the same class. Only three students who took the test in 2010 and 2013-2014
but this remains a meaningful comparison since the sizes of the sample and the sampling
methods make us relatively confident in our ability to generalize these scores to the entire class.
Table 19, illustrated in Figure 1, shows that this cohort of UD students made significant gains in
areas tested by the EPP with nearly all areas showing a large effect size. Table 20, illustrated in
Figure 2, shows similar information using the ETS proficiency scores.
Table 19: First-year-2010-cohort-to-senior-2013-cohort Score Comparisons
2010 (n=185) 2013-2014 (n=136)
Mean Standard Deviation Mean Standard Deviation Difference p
Effect
size
Critical
Thinking
110.4 5.7 115.4 6.6 5.0 < .01 0.83
Reading 116.8 5.8 121.5 6.5 4.7 < .01 0.77
Writing 114.7 4.7 117.6 4.7 2.8 < .01 0.61
Math 112.9 5.1 119.3 5.5 6.5 < .01 1.23
Humanities 113.8 6.1 116.5 7.4 2.7 0.01 0.41
Social
Sciences
112.7 5.6 116.9 6.3 4.2 < .01 0.72
Natural
Sciences
114.2 5.0 118.5 5.0 4.3 < .01 0.87
Total 441.0 14.6 461.9 18.8 20.9 < .01 1.27
Table 20: First-year-2010-cohort-to-senior-2013-cohort Proficiency Comparisons
2010 (n=185) 2013-2014 (n=136)
Not
Proficient Marginal Proficient
Not
Proficient Marginal Proficient
Critical Thinking 88% 10% 2% 56% 30% 14%
Reading, Level 2 54% 22% 24% 24% 22% 54%
Reading, Level 1 15% 25% 60% 7% 10% 82%
Writing, Level 3 60% 32% 8% 43% 31% 26%
Writing, Level 2 42% 35% 23% 20% 43% 37%
Writing, Level 1 8% 27% 65% 4% 13% 83%
Mathematics, Level 3 81% 16% 4% 43% 34% 23%
Mathematics, Level 2 45% 30% 25% 13% 19% 68%
Mathematics, Level 1 22% 24% 55% 1% 11% 88%
Figure 1: First-year-2010-cohort-to-senior-2013-cohort Score Comparisons
110.4
116.8
114.7
112.9113.8
112.7
114.2
115.4
121.5
117.6
119.3
116.5 116.9
118.5
100.0
105.0
110.0
115.0
120.0
125.0
130.0
Critical
Thinking
Reading Writing Math Humanities Social
Sciences
Natural
Sciences
First-year students (2010) Senior students (2013-2014)
Figure 2: First-year-2010-cohort-to-senior-2013-cohort Proficiency Comparisons
First-year-cohort-to-first-year-cohort. Comparing the first-year cohort in 2010 to the first-
year cohort in 2013 provides some information about the levels of preparation and ability of
these two different groups of students who have not spent much time at UD. As shown in Table
21, UD students who were admitted in 2013 scored significantly higher than students admitted in
2010. Effect sizes for these differences were small or medium for each subscale with a large
cumulative effect size for the total scaled score. This is consistent with the small increase in
average SAT scores for incoming (first-time first-year) students in 2013 compared to their peers
in 2010.
2%
24%
60%
8%
23%
65%
4%
25%
55%
14%
54%
82%
26%
37%
83%
23%
68%
88%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
First-year students (2010) Senior students (2013-2014)
Table 21: First-year-cohort-to-first-year-cohort Score Comparisons
2010 (n=185) 2013 (n=186)
Mean
Standard
Deviation Mean
Standard
Deviation Difference p
Effect
size
Critical Thinking 110.4 5.7 113.2 6.2 2.8 < .00 0.47
Reading 116.8 5.8 119.4 6.9 2.6 < .00 0.42
Writing 114.7 4.7 116.9 4.6 2.1 < .00 0.46
Math 112.9 5.1 116.6 5.8 3.7 < .00 0.69
Humanities 113.8 6.1 115.4 6.9 1.6 0.02 0.24
Social Sciences 112.7 5.6 114.9 6.0 2.2 < .00 0.38
Natural Sciences 114.2 5.0 116.4 5.5 2.2 < .00 0.43
Total 441.0 14.6 453.9 19.3 12.9 < .00 0.75
Table 22: First-year-cohort-to-first-year-cohort Proficiency Comparisons
2010 (n=185) 2013-2014 (n=186)
Not
Proficient Marginal Proficient
Not
Proficient Marginal Proficient
Critical Thinking 88% 10% 2% 73% 21% 6%
Reading, Level 2 54% 22% 24% 33% 29% 38%
Reading, Level 1 15% 25% 60% 9% 18% 73%
Writing, Level 3 60% 32% 8% 53% 28% 19%
Writing, Level 2 42% 35% 23% 26% 39% 34%
Writing, Level 1 8% 27% 65% 2% 22% 76%
Mathematics, Level 3 81% 16% 4% 60% 29% 11%
Mathematics, Level 2 45% 30% 25% 25% 28% 47%
Mathematics, Level 1 22% 24% 55% 7% 17% 76%
Senior-cohort-to-senior-cohort. Since the 2010 and 2013 first-year student groups were
relatively comparable with small but significant increases for the 2014 cohort, it is useful to
compare the two senior cohorts to see if there are similar differences. Table 23 shows that only
one subscale, math, is significantly different with the 2013-2014 cohort scoring significantly
higher with a medium effect size.
Table 23: Senior-cohort-to-senior-cohort Score Comparisons
2010 (n=92) 2013-2014 (n=136)
Mean Standard Deviation Mean Standard Deviation Difference p
Effect
size
Critical
Thinking
115.8 6.6 115.4 6.6 -0.4 0.69 -0.05
Reading 121.1 6.7 121.5 6.5 0.4 0.69 0.05
Writing 117.0 4.5 117.6 4.7 0.6 0.34 0.13
Math 116.7 6.6 119.3 5.5 2.7 < .01 0.45
Humanities 117.5 6.6 116.5 7.4 -1.0 0.32 -0.13
Social
Sciences
116.9 5.7 116.9 6.3 0.0 0.98 .00
Natural
Sciences
118.2 5.6 118.5 5.0 0.3 0.93 0.06
Total 458.8 22.1 461.9 18.8 3.2 0.65 0.16
Table 24: Senior-cohort-to-senior-cohort Proficiency Comparisons
2010 (n=92) 2013-2014 (n=136)
Not
Proficient Marginal Proficient
Not
Proficient Marginal Proficient
Critical Thinking 50% 29% 21% 56% 30% 14%
Reading, Level 2 26% 14% 60% 24% 22% 54%
Reading, Level 1 8% 10% 83% 7% 10% 82%
Writing, Level 3 47% 35% 18% 43% 31% 26%
Writing, Level 2 16% 41% 42% 20% 43% 37%
Writing, Level 1 2% 11% 87% 4% 13% 83%
Mathematics, Level 3 52% 25% 23% 43% 34% 23%
Mathematics, Level 2 27% 23% 50% 13% 19% 68%
Mathematics, Level 1 10% 17% 73% 1% 11% 88%
Implications
The picture painted by these test scores is generally positive. Between-university
comparisons show that the UD students who took the EPP, students who are broadly
representative of their respective classes, performed better than students at other institutions who
have taken the EPP. The differences narrow when comparing UD students to students at other
public Research Universities (very high research activity) universities and in one instance, first-
year students with some credits (e.g., transfer students, first-year students with AP credits), UD
students received lower scores. However, these are not very informative comparisons because
we do not know the sampling methods of these other institutions or the purposes for which they
administered the EPP. Moreover, very few of our peers have participated in the EPP making it
challenging to determine how our students perform relative to students at comparable
universities.
It is more useful and informative to compare the EPP results of different groups of UD
students to inform and confirm our understandings and intuitions of UD students and a UD
education. First, UD students made statistically significant gains in every area tested by the EPP
when comparing average results from first-year students to senior students in the same cohort. In
the broadest sense, this indicates that students are indeed learning general education skills and
knowledge during their time at UD. Second, the EPP confirms that students who began in 2013
were more academically qualified than those who began in 2010 (as already known by their
higher average SAT scores). Third, senior students in 2010 and 2013-2014 had EPP scores that
were statistically indistinguishable with only their math scores being significantly higher for
2013-2014 senior students. This may be interpreted as an indication that the UD undergraduate
education has remained broadly consistent during the past four years as both groups of students
rose to the same levels of proficiency in these general education skills despite starting from
slightly different places.
Recommendations
Based on these test results, our experience administering the EPP for a second time,
experience with general education at the University of Delaware, and our broader knowledge of
U.S. higher education, the Center for Teaching & Assessment of Learning makes the
recommendations below. Although these recommendations would likely be carried out or
coordinated by CTAL, we require specific guidance and charges from the Office of the Provost,
ideally following extensive consultation with faculty, to implement these university-wide, multi-
year assessments.
1. Adopt a cross-college, cross-discipline method of assessing general education skills
and knowledge that is more actionable. EPP scores are not actionable given their
vagueness and opacity. Smaller, more targeted assessments grounded in coursework
or disciplinary work may be more appropriate and useful. Similarly, electronic
portfolios or expanded transcripts where students are required to upload work that
they feel indicates mastery of the general education goals to be assessed by UD
faculty (e.g., CTAL Assessment Scholars using AAC&U rubrics) may be more
viable, actionable, and accepted by UD constituents. Work that directly involves
faculty such as the Critical thinking Assessment Test (CAT) would also be an
effective, viable means of assessing a significant portion of our goals.
2. Place a greater emphasis on assessing samples of students that reflect UD priorities
and needs. For example, if we are particularly interested in large-scale, longitudinal
work then we should ensure we are assessing representative samples that are ideally
the same ones at different points in time e.g., assess the same group of students as
first-year students and as seniors. This could also include targeted assessments of
specific groups of students e.g., quantitative reasoning skills of non-STEM students.
This work would be greatly enabled if UD were to adopt a regular, scheduled time for
the structured collection of assessment data and reflection on how it can improve
university practices like the “Assessment Day” held twice annually at James Madison
University.
Appendix A: ETS Proficiency Profile Levels6
Reading and Critical Thinking
Level 1. To be considered proficient at Level 1, students should be able to:
recognize factual material explicitly presented in a reading passage
understand the meaning of particular words or phrases in the context of a reading
passage
Level 2. To be considered proficient at Level 2, students should be able to:
synthesize material from different sections of a passage
recognize valid inferences derived from material in the passage
identify accurate summaries of a passage or of significant sections of the passage
understand and interpret figurative language
discern the main idea, purpose or focus of a passage or a significant portion of the
passage
Level 3. To be considered proficient at Level 3, students should be able to:
evaluate competing causal explanations
evaluate hypotheses for consistency with known facts
determine the relevance of information for evaluating an argument or conclusion
determine whether an artistic interpretation is supported by evidence contained in
a work
6 Copied from http://www.ets.org/proficiencyprofile/scores/proficiency_classifications/levels
evaluate the appropriateness of procedures for investigating a question of
causation
evaluate data for consistency with known facts, hypotheses or methods
recognize flaws and inconsistencies in an argument
Writing
Level 1. To be considered proficient at Level 1, students should be able to:
recognize agreement among basic grammatical elements (e.g., nouns, verbs,
pronouns and conjunctions)
recognize appropriate transition words
recognize incorrect word choice
order sentences in a paragraph
order elements in an outline
Level 2. To be considered proficient at Level 2, students should be able to:
incorporate new material into a passage
recognize agreement among basic grammatical elements (e.g., nouns, verbs,
pronouns and conjunctions) when these elements are complicated by intervening
words or phrases
combine simple clauses into single, more complex combinations
recast existing sentences into new syntactic combinations
Level 3. To be considered proficient at Level 3, students should be able to:
discriminate between appropriate and inappropriate use of parallelism
discriminate between appropriate and inappropriate use of idiomatic language
recognize redundancy
discriminate between correct and incorrect constructions
recognize the most effective revision of a sentence
Mathematics
Level 1. To be considered proficient at Level 1, students should be able to:
solve word problems that would most likely be solved by arithmetic and do not
involve conversion of units or proportionality. These problems can be multistep if
the steps are repeated rather than embedded.
solve problems involving the informal properties of numbers and operations,
often involving the Number Line, including positive and negative numbers, whole
numbers and fractions (including conversions of common fractions to percent,
such as converting "1/4" to 25 percent).
solve problems requiring a general understanding of square roots and the squares
of numbers.
solve a simple equation or substitute numbers into an algebraic expression.
find information from a graph. This task may involve finding a specified piece of
information in a graph that also contains other information.
Level 2. To be considered proficient at Level 2, students should be able to:
solve arithmetic problems with some complications, such as complex wording,
maximizing or minimizing and embedded ratios. These problems include algebra
problems that can be solved by arithmetic (the answer choices are numeric).
simplify algebraic expressions, perform basic translations, and draw conclusions
from algebraic equations and inequalities. These tasks are more complicated than
solving a simple equation, though they may be approached arithmetically by
substituting numbers.
interpret a trend represented in a graph, or choose a graph that reflects a trend.
solve problems involving sets; problems have numeric answer choices.
Level 3. To be considered proficient at Level 3, students should be able to:
solve word problems that would be unlikely to be solved by arithmetic; the
answer choices are either algebraic expressions or numbers that do not lend
themselves to back-solving
solve problems involving difficult arithmetic concepts, such as exponents and
roots other than squares and square roots, and percent of increase or decrease
generalize about numbers (e.g., identify the values of (x) for which an expression
increases as (x) increases)
solve problems requiring an understanding of the properties of integers, rational
numbers, etc.
interpret a graph in which the trends are to be expressed algebraically or one of
the following is involved: exponents and roots other than squares and square
roots, percent of increase or decrease
solve problems requiring insight or logical reasoning
Appendix B: All EPP-Participating 4-Year Institutions
Institution
Entering first-
year student
with 0 credits
Less than 30
credits but
more than 0
credits Senior students
Abilene Christian University, TX 0 0 40
Alabama A&M University, AL 1,457 354 0
Alabama State University, AL 3,310 1,108 104
Albertus Magnus College, CT 469 341 705
Alcorn State University, MS 309 75 0
Alice Lloyd College, KY 634 151 0
American Intercontinental University, IL 69 60 0
American Public University, WV 0 279 7,174
American Sentinel University, CO 250 39 57
Anderson University - South Carolina, SC 2,259 220 931
Andrews University, MI 0 0 1,377
Antioch University McGregor, OH 69 63 329
Aquinas College (MI), MI 75 0 92
Arizona State University - Tempe, AZ 788 226 0
Arkansas State University, AR 137 87 228
Armstrong Atlantic State University, GA 0 0 3,870
Asbury University, KY 855 315 352
Ashford University, IA 1,255 2,198 2,364
Athens State University, AL 169 147 876
Austin Peay State University, TN 0 0 1,007
Ave Maria University, FL 182 33 106
Azusa Pacific University, CA 1,008 101 0
Baldwin Wallace University, OH 347 0 279
Bauder College, GA 0 0 36
Belhaven University (MS), MS 0 100 536
Bellarmine University, KY 74 0 79
Bemidji State University, MN 198 0 220
Benedict College, SC 868 1,140 0
Bennett College for Women, NC 331 119 240
Bethel College, IN 0 0 252
Bethel University, TN 1,517 388 455
Biola University, CA 0 0 38
Bloomsburg University, PA 7,384 1,222 2,028
Blue Mountain College, MS 129 0 81
Institution
Entering first-
year student
with 0 credits
Less than 30
credits but
more than 0
credits Senior students
Bluffton University, OH 891 252 946
Bowie State University, MD 190 0 91
Bradley University, IL 84 0 88
Brenau University, GA 485 40 505
Brescia University, KY 559 70 0
Brewton-Parker College, GA 256 42 59
Bridgewater College, VA 0 0 447
Bryan College, TN 98 0 138
Cairn University, PA 619 146 382
California University of Pennsylvania, PA 110 102 151
Campbell University, NC 1,326 255 601
Capella University, MN 0 0 276
Capital University, OH 2,089 142 31
Cazenovia College, NY 628 0 323
Charleston Southern University, SC 0 0 269
Charter Oak State College, CT 0 0 504
Cheyney University of Pennsylvania, PA 59 0 39
Christian Brothers University, TN 0 0 39
Citadel, The, SC 69 38 0
Clarion University of Pennsylvania, PA 115 367 475
Clark Atlanta University, GA 2,902 216 59
Clayton State University, GA 1,710 191 848
Clemson University, SC 5,258 1,490 1,771
Coastal Carolina University, SC 0 0 303
College of Charleston, SC 0 173 180
College of New Jersey, The, NJ 171 0 228
College of New Rochelle, The, NY 0 0 46
College of the Ozarks, MO 259 61 43
Colorado Mesa University, CO 0 0 479
Colorado State University- Global
Campus, CO
175 211 175
Colorado State University-Pueblo, CO 162 32 288
Columbia College (MO), MO 212 46 801
Concordia College, MN 944 78 103
Concordia University (CA), CA 481 0 105
Concordia University Chicago, IL 1,406 204 656
Concordia University Wisconsin, WI 387 0 0
Institution
Entering first-
year student
with 0 credits
Less than 30
credits but
more than 0
credits Senior students
Concordia University, MI 123 0 0
Coppin State University, MD 35 42 58
Covenant College, GA 270 32 101
Daemen College, NY 0 0 50
Dallas Baptist University, TX 0 0 317
Delaware Valley College, PA 0 0 109
Denison University, OH 0 0 102
DeVry University, IL 433 600 122
Dickinson State University, ND 1,072 85 312
Dordt College, IA 1,322 140 398
East Stroudsburg University, PA 2,151 88 851
Eastern Mennonite University, VA 0 0 53
Eastern New Mexico University, NM 187 0 203
Eastern University, PA 1,002 89 0
Eckerd College, FL 351 59 112
ECPI University, NC 0 48 1,335
Edinboro University of Pennsylvania, PA 196 0 187
Elizabeth City State University, NC 1,775 305 0
Endicott College, MA 1,821 61 276
Erskine College, SC 285 35 0
Everglades University, FL 0 0 573
Excelsior College, NY 0 203 537
Felician College - Lodi, NJ 0 0 943
Ferrum College, VA 1,947 228 0
Fisher College, MA 129 0 0
Fisk University, TN 473 54 320
Florida Agricultural and Mechanical
University, FL
2,174 331 1,673
Florida Gulf Coast University, FL 34 70 0
Florida International University, FL 2,037 399 1,004
Florida Southern College - Lakeland, FL 0 34 0
Forman Christian College, non-US 199 0 155
Fort Hays State University, KS 0 65 84
Fort Lewis College, CO 0 0 139
Francis Marion University, SC 0 0 67
Friends University, KS 0 0 236
Gardner-Webb University, NC 55 0 0
Institution
Entering first-
year student
with 0 credits
Less than 30
credits but
more than 0
credits Senior students
George Fox University (OR), OR 137 0 95
Georgetown College, KY 0 0 668
Governors State University, IL 0 43 314
Grambling State University, LA 0 55 1,216
Grand Canyon University, AZ 34 75 0
Guilford College, NC 0 38 342
Harrison College - Indianapolis, IN 72 0 0
Henderson State University, AR 319 46 0
Hesser College, NH 46 56 33
High Point University, NC 749 343 270
Holy Family University, PA 0 0 298
Houghton College, NY 0 0 118
Houston Baptist University, TX 241 141 121
Howard Payne University, TX 0 0 155
Humboldt State University, CA 0 0 63
Huston-Tillotson University, TX 255 45 46
Indiana State University, IN 476 57 251
Indiana University - Bloomington, IN 0 0 102
Indiana University - System Office, IN 1,298 80 88
instituto Tecnologico y de Estudios
Superiores de, non-US
0 0 143
Jacksonville State University, AL 0 44 262
Jarvis Christian College, TX 243 0 69
Judson College, AL 0 0 101
Kaplan University, IL 203 349 386
Keystone College, PA 75 292 65
Kutztown University of Pennsylvania, PA 161 0 130
Kuyper College, MI 66 0 0
LaGrange College, GA 181 0 54
Lake Superior State University, MI 2,706 242 755
Lamar University , TX 91 166 556
Lambuth University, TN 0 0 51
Lander University, SC 2,451 155 1,461
Lee University, TN 0 0 1,283
LeTourneau University, TX 0 0 930
Lewis-Clark State College, ID 0 0 242
Liberty University, VA 112 585 368
Institution
Entering first-
year student
with 0 credits
Less than 30
credits but
more than 0
credits Senior students
Limestone College, SC 978 257 1,256
Lincoln Memorial University, TN 0 0 117
Lindenwood University, MO 711 469 515
Lock Haven University of PA, PA 146 52 57
Loyola University New Orleans , LA 416 36 0
Maharishi University of Management, IA 219 127 253
Mansfield University, PA 551 78 373
Maranatha Baptist University, WI 803 190 614
Marian University (IN), IN 0 0 798
Marietta College, OH 294 34 131
Mary Baldwin College, VA 187 0 210
Massachusetts Maritime Academy, MA 1,368 144 687
McNeese State University, LA 0 31 972
Metropolitan State College of Denver, CO 0 0 62
Midland University, NE 532 154 377
Midway College, KY 324 165 396
Milligan College, TN 317 0 0
Minnesota State University Moorhead,
MN
164 42 181
Minnesota State University-Mankato-
Economics, MN
0 0 31
Minnesota State University, Mankato, MN 250 0 150
Misericordia University, PA 390 0 0
Mississippi College, MS 0 0 1,260
Mississippi State University, MS 2,135 194 3,840
Mississippi Valley State University, MS 94 0 309
Missouri Southern State University, MO 2,761 646 3,323
Missouri State University, MO 170 96 13,299
Missouri University of Science and
Technology, MO
0 58 0
Missouri Western State University, MO 0 0 2,846
Montana State University - Billings, MT 0 0 36
Montana State University, MT 176 0 224
Montana Tech of the University of
Montana, MT
0 0 807
Morehouse College, GA 1,257 146 0
Institution
Entering first-
year student
with 0 credits
Less than 30
credits but
more than 0
credits Senior students
Morgan State University, MD 132 0 75
Mount Vernon Nazarene University, OH 578 67 128
Neumann University, PA 935 692 431
New Jersey Institute of Technology, NJ 0 0 39
Newberry College, SC 374 68 760
Nicholls State University, LA 0 0 564
Norfolk State University, VA 365 376 67
North Carolina A&T State University, NC 181 0 157
North Carolina State University, NC 0 536 325
North Carolina Wesleyan College, NC 0 0 55
Northeastern Illinois University, IL 0 0 528
Northeastern State University, OK 0 0 62
Northern Arizona University, AZ 1,195 163 277
Northern Michigan University, MI 136 0 122
Northwest Missouri State University, MO 0 52 217
Norwich University, VT 0 60 142
Nova Southeastern University - Law
School, FL
438 0 0
Oakland City University, IN 0 0 245
Oglala Lakota College, SD 0 0 191
Ohio Christian University, OH 2,328 342 49
Oklahoma Baptist University, OK 0 0 83
Oklahoma State University, OK 121 31 125
Ottawa University- Phoenix, AZ 0 50 828
Ottawa University, KS 0 0 150
Pace University - New York, NY 0 0 130
Pacific Union College, CA 0 0 811
Palm Beach Atlantic University, FL 552 286 186
Patrick Henry College, VA 342 99 309
Patten University, CA 95 34 0
Paul Quinn College, TX 0 0 43
Pfeiffer University, NC 395 97 1,018
Philander Smith College, AR 0 0 252
Point Loma Nazarene University, CA 361 70 482
Point University, GA 0 0 518
Prairie View A&M University, TX 629 77 92
Institution
Entering first-
year student
with 0 credits
Less than 30
credits but
more than 0
credits Senior students
Presentation College, SD 569 236 682
Providence College, RI 0 60 103
Purdue University - West Lafayette, IN 0 110 130
Queens University of Charlotte, NC 0 0 633
Quinnipiac University, CT 3,002 203 719
Randolph-Macon College, VA 41 0 0
Regent University, VA 524 424 107
Reinhardt University, GA 344 118 772
Rivier University, NH 181 0 153
Robert B. Miller College, MI 35 35 220
Rocky Mountain College, MT 0 0 124
Rogers State University, OK 226 0 0
Saint Augustines University, NC 0 67 106
Saint Joseph's College (IN), IN 544 0 0
Saint Leo University, FL 2,328 350 956
Saint Mary of the Woods University , IN 303 78 128
Saint Mary's University, TX 0 47 0
Saint Peter's College, NJ 0 299 0
Saint Philips College, TX 201 444 91
Sam Houston State University, TX 159 71 209
Schreiner University, TX 0 0 390
Seattle University, WA 85 0 78
Shawnee State University, OH 0 0 83
Shenandoah University, VA 611 0 703
Shepherd University, WV 86 0 63
Shorter University, GA 278 0 0
Slippery Rock University of PA, PA 210 0 175
South Carolina State University, SC 758 134 387
South College, TN 111 87 383
Southeast Missouri State University, MO 9,783 1,983 4,720
Southeastern University, FL 1,659 534 1,652
Southern Adventist University, TN 0 0 1,337
Southern Illinois University Carbondale,
IL
200 0 220
Southern Illinois University Edwardsville,
IL
0 0 512
Southern Utah University, UT 0 0 34
Institution
Entering first-
year student
with 0 credits
Less than 30
credits but
more than 0
credits Senior students
Southern Vermont College, VT 0 45 0
Southern Wesleyan University, SC 0 44 0
Southwest Baptist University, MO 335 186 758
Southwestern Assemblies of God
University, TX
0 0 74
Southwestern Christian College, TX 0 49 0
Southwestern College, KS 518 164 217
Spalding University, KY 832 369 37
Spelman College, GA 1,561 172 156
Spring Hill College, AL 155 0 0
St. Andrews University, NC 287 0 0
Stephen F. Austin State University, TX 1,013 223 1,204
Sterling College, KS 140 33 176
Stevenson University, MD 210 36 0
Strayer University, DC 0 150 420
SUNY at Binghamton, NY 109 0 164
Talladega College, AL 0 179 79
Tarleton State University, TX 222 160 408
Taylor University, IN 113 0 135
Temple University, PA 388 0 342
Tennessee State University, TN 0 0 3,640
Tennessee Wesleyan College, TN 483 0 391
Texas A&M University - Central Texas,
TX
0 0 54
Texas A&M University - San Antonio,
TX
51 110 781
Texas A&M University - Texarkana, TX 0 0 80
Texas A&M University Kingsville, TX 251 157 573
Texas A&M University-Commerce, TX 58 0 57
Texas Tech University Health Sciences
Center, TX
0 0 183
Texas Wesleyan University, TX 34 32 128
The New School, NY 67 0 60
Thomas Edison State College, NJ 91 543 3,118
Thomas More College, KY 1,259 95 634
Total 167,916 51,783 179,711
Touro College, CA 92 0 65
Institution
Entering first-
year student
with 0 credits
Less than 30
credits but
more than 0
credits Senior students
Touro College, NY 72 156 568
Trevecca Nazarene University, TN 0 0 427
Troy University - Global, AL 0 0 211
Troy University, AL 0 327 1,787
Truman State University, MO 0 0 86
Tusculum College, TN 148 0 324
Union College (NE), NE 257 44 0
University of Akron, The, OH 37 157 219
University of Alabama at Birmingham,
AL
2,039 681 239
University of Alabama in Huntsville, AL 0 0 605
University of Alaska Fairbanks, AK 81 51 95
University of Arkansas - Little Rock, AR 0 0 52
University of Central Arkansas, AR 188 0 94
University of Central Missouri, MO 0 248 972
University of Central Oklahoma, OK 0 198 720
University of Charleston, WV 305 141 506
University of Cincinnati, OH 129 40 152
University of Colorado - Denver, CO 565 203 466
University of Colorado, CO 879 106 728
University of Georgia, GA 0 141 434
University of Houston - Downtown, TX 0 0 110
University of Houston - Victoria, TX 105 78 0
University of Illinois at Springfield, IL 231 0 0
University of Illinois, IL 40 131 0
University of Kansas, KS 0 66 89
University of Louisiana - Lafayette, LA 0 0 51
University of Maine - Fort Kent, ME 0 0 78
University of Maine - Presque Isle, ME 594 85 71
University of Maryland - Eastern Shore,
MD
460 65 688
University of Maryland - University
College, MD
126 104 432
University of Massachusetts Dartmouth,
MA
235 0 46
University of Massachusetts Lowell, MA 185 0 119
University of Mississippi, MS 1,814 574 84
Institution
Entering first-
year student
with 0 credits
Less than 30
credits but
more than 0
credits Senior students
University of Missouri - Columbia, MO 180 67 1,133
University of Missouri - Kansas City, MO 0 0 4,857
University of Mobile, AL 109 33 166
University of Mount Olive, NC 482 59 54
University of Nevada, NV 343 0 211
University of North Carolina at
Greensboro, NC
369 80 124
University of North Carolina at
Wilmington, NC
0 0 238
University of North Carolina, NC 0 0 267
University of North Florida, FL 633 270 1,294
University of North Texas - Dallas, TX 218 108 332
University of North Texas - Denton, TX 0 0 194
University of Northern Iowa, IA 1,089 323 448
University of Northwestern St. Paul, MN 121 37 0
University of Phoenix, AZ 5,006 8,214 5,212
University of Pikeville, KY 0 0 558
University of South Alabama, AL 40 33 336
University of South Carolina - Aiken, SC 702 128 372
University of South Carolina - Columbia,
SC
52 0 212
University of South Carolina - Upstate,
SC
199 32 680
University of South Florida - Sarasota-
Manatee, FL
58 33 81
University of South Florida - St.
Petersburg, FL
205 47 158
University of South Florida - Tampa, FL 76 39 76
University of South Florida Polytechnic,
FL
0 0 74
University of Southern Indiana, IN 7,430 1,554 2,063
University of Southern Mississippi, MS 385 71 1,197
University of Tennessee - Chattanooga,
TN
0 0 4,696
University of Tennessee - Knoxville, TN 812 108 67
University of Tennessee at Martin, TN 0 32 4,328
University of Texas at Tyler, TX 0 247 492
University of Texas Pan American, TX 0 0 31
Institution
Entering first-
year student
with 0 credits
Less than 30
credits but
more than 0
credits Senior students
University of the Cumberlands, KY 1,122 263 39
University of the Ozarks, AR 90 56 71
University of Tulsa, OK 2,183 81 597
University of West Alabama, AL 683 77 0
University of Wisconsin - Platteville, WI 171 0 163
University of Wisconsin - Stevens Point,
WI
216 0 180
University of Wisconsin - Stout, WI 453 0 342
Vanguard University of Southern
California, CA
443 44 192
Victory University, TN 0 0 361
Walden University, MN 4,133 2,159 919
Warner Pacific College, OR 0 41 43
Washburn University, KS 872 247 1,152
Wayland Baptist University, TX 0 111 4,062
Wayne State University, MI 195 57 323
Webber International University, FL 1,084 247 66
West Virginia University, WV 177 83 0
Western Connecticut State University, CT 0 0 67
Western International University, AZ 0 0 41
Western Texas College, TX 131 105 0
Wiley College, TX 0 0 652
Wilkes University, PA 239 66 137
William Carey University, MS 346 63 0
Wilmington University, DE 0 0 84
Wingate University, NC 0 0 54
Winona State University, MN 0 153 116
Winston-Salem State University, NC 32 0 49
Winthrop University, SC 379 71 370
Worcester State College, MA 286 0 180
Total 335,832 103,566 359,422