St. Catherine University SOPHIA

Antonian Scholars Honors Program School of Humanities, Arts and Sciences

5-2021

Educating Women to Lead: The Role of Women-Focused Institutions

Adriana Cortes-Mendosa

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Part of the Higher Commons, Leadership Studies Commons, and the Women's Studies Commons Draft #3 Updated: 5/29/21 Educating Women to Lead: The role of women-focused institutions

Adriana Cortes-Mendosa

Abstract This paper explores the importance of women-focused institutions in the choice of college major for women. There is ample literature showing that post-schooling specialization, such as occupation choice, has a significant impact on the gender wage gap (Petersen, Trond, and Laurie A. Morgan. 1995, Rita Asplund and Sami Napari 2011, Hsiung 2020, Sterling, Adina D., et al. 2020). However, there is less evidence in the existing literature on how pre-market human capital specialization, such as major choice impacts the gender wage gap. In this research I use institution level data by major from the National Center for Education Statistics (NCES) for the year 2016. The data includes 30 women-focused institutions, which is based on a 95% women fall enrollment threshold, and 2,159 co-educational institutions in the U.S. In my analysis I find a positive relationship between attending a women-focused institution and majoring in a male- dominated field. There are many endogenous and exogenous variables for which I have no control over that can be impacting my results. For example, not considering the impact that staff and faculty role modeling has on student major choice or the fact that students are choosing the college they attend which may imply inherit differences in people who chose to attend a women’s institution versus a co-educational institution may cause omitted-variable bias and thus my results cannot be interpreted as a causal relationship between women-focused institutions and choice of major, but the correlation suggests a need for future research. Women-focused institutions may be particularly well placed to encourage women to pursue fields that have been traditionally male-dominated.

Draft #3 Updated: 5/29/21 Introduction: Women make up about half of the U.S. population. Women also make up the majority of undergraduate students enrolled in U.S. colleges and universities, according to the NCES 57% of college students were female in 2017 (NCES 2017). With the increasing growth in the supply of college-educated women, it is important to consider the factors that affect the ever-prevalent gender wage gap, especially among highly educated men and women. There is a large pool of literature with evidence that post-schooling labor market specialization, such as occupational choice, is an important determinant of gender wage gap and gender employment gap (Sloane, et al. 2019). However, pre-market specialization, such as major choice, has not received nearly as much attention as occupational choice. The list of major choices offered by U.S. higher education institutions is extensive, making it a crucial part of pre-market labor specialization. Another factor that has not received much attention in the literature but is of high importance in major choice is institution choice. Most majors are offered at a wide range of institutions and students must choose where to study in addition to what to study. In this paper I investigate whether attending a women-focused institution1 increases women's probability of pursuing a male-dominated major2 and add to the existing literature which has primarily focused on the impact that women's colleges have on women's overall academic success. Women’s academic success has been described in many ways in past literature, not only focusing on women's grades as a sign of academic success but also considering academic challenge, leadership roles held, campus engagement, and connectedness to faculty and other students on campus (Kinzie et al. 2007). Given this evidence that women- focused institutions impact academic outcomes, it seems plausible that these institutions will also impact major choice. Using institution data by major from the NCES data base I use an Ordinary Least Squares (OLS) regression to test my hypothesis that women focused institutions positively impact female students’ decisions to pursue a male dominated major. I find that women-focused institutions do have a positive relationship with women majoring in a male-dominated field, even when measuring male-dominated majors at different male enrollment thresholds.

1 Women-focused institutions are described in this paper as colleges or universities with a 95% or higher enrollment rate of women. 2 Male-dominated majors are majors that have historically had more men than women pursuing a degree in the major and are more specifically subject to a percentage threshold in future analysis. Draft #3 Updated: 5/29/21

Literature Review: Historically women's colleges had an enormous impact on women's ability to attend college, especially in the mid-19th century a time in which many people believed that the place of a woman was in the home, therefore making it unnecessary for them to receive any education (Women’s College Coalition 2021). However, now that women make up most of the college undergraduate population it is important to re-evaluate the added value that women's colleges have to offer. It is especially important to re-evaluate the importance of women’s colleges because the number of women’s colleges has been steadily decreasing with more and more women colleges shifting to co-ed institutions to mitigate the decreasing enrollment of women in women colleges. Fewer than 5% of female college students attend women’s colleges and as of March 2021, there are only 37 women’s colleges in the U.S, a stark decrease from 230 in 1960 (Women’s College Coalition 2021). Previous literature has shown that women's colleges positively impact women's academic success – this is important because even though women make up 57% of the undergraduate population (NCES 2017), women still face gendered discrimination. Gender bias and gendered norms and expectations contribute to women avoiding male-dominated majors due to biases against women (Bettinger and Long 2005). Research by the American Association of University Women and American University has shown that pervasive gender stereotyping exists in the typical mixed-gender classroom, preventing girls from reaching their full potential. This research has shown that 1) boys receive more praise than girls when calling out in class, 2) teachers call on and respond more positively to boys than girls, and 3) teachers let boys problem solve on their own but help girls with problem-solving tasks (AAUW, 1995). Single gender classrooms avoid this dynamic. Women who attend women's colleges are more engaged in educationally purposeful activities, receive higher levels of academic challenge, have more opportunities to be in leadership positions, and interact more frequently with faculty in the college (Kinzie, et al. 2007). This behavior is important as it can impact student’s success while in college and their future success when they enter the labor market. The welcoming environment that is found in women's colleges can in part be attributed to the differences in the faculty/staff composition of the college with regards to gender. Women's colleges employ an average of 61.4% female Draft #3 Updated: 5/29/21 faculty, an overwhelming amount when compared to coeducational institutions which employ less than 50% of female faculty (Sax, Lozano, and Korgan 2014). There is evidence that differences in leadership styles between women and men exist, with men's leadership encouraging more individualized work which can lead to competition while women's leadership often encourages working together which in turn creates a more welcoming environment for staff and faculty and in extension for students as well (Gardner 2019). The environment created by different leadership styles can in turn affect students’ major choices and their academic success. Research shows a key mechanism is a role-model effect on women and minority undergraduates from faculty at the universities. There is strong evidence that suggests that female faculty are instrumental in encouraging women to enroll and excel in subjects in which they are underrepresented (Bettinger, Long 2005). The proportion of classes taken with a professor that is “like-you” has shown to have positive effects on the probability that a student will choose that major (Rask and Bailey 2002). Women’s colleges have many positive impacts on female students’ college experience which is why it is imperative that research be done to find out whether they can be more a vital resource to encourage women to pursue fields that have been traditionally male dominated. Women tend to major in fields that often lead to lesser paying jobs than those of men who, for the most part, major in male-dominated fields (Altonji, et al. 2016). Studying women’s undergraduate major choice can help us better understand gender differences in the labor market. Differences in major account for a significant part of the wage gap, given that most male- dominated fields are higher paying than those that women typically choose. Seminal studies have shown that gender differences in majors account for about 20 percent of the total male-female wage gap which is significantly higher than the within-major wage gap (Charles Brown and Mary Corcoran 1997).

Data and Methodology: To determine whether women-focused institutions impact women's choice of major, more specifically whether they are more likely to choose a male-dominated major, I used data from the Integrated Postsecondary Education Data System (IPEDS) that was accessed through the National Center for Education Statistics (NCES). The data allowed me to create a women- focused institution variable coded as 1 for women-focused and 0 otherwise. I was also able to Draft #3 Updated: 5/29/21 create a male-dominated major in which majors with more than 55% of males where coded as a male-dominated major. The data for this research includes a sample of colleges from the year 2016. This is institution-by-major level data, meaning that each observation in the dataset is a major at that institution so that each institution has a different number of observations in the data set depending on the number of majors offered at the institution, and includes students at the institution who are pursuing a bachelor’s degree. The data also includes total institution fall semester enrollment for each year and major enrollment by sex. The variables of interest for this study, male-dominated major and women-focused institution, where not included in the data set. These variables were created using the available variables in the data set such as major enrollment for men and women and total institution enrollment. I define “women-focused” based on the proportion of women enrolled at a given institution, with institutions with a majority (95%) population of women being coded as women- focused. The 95% cutoff was chosen based on the average proportion of women at established women’s colleges and universities. At the 95% cutoff the data includes 2,207 higher education institutions from the United States. Of these, 30 are women-focused institutions and 2,159 are co-educational institutions, while 18 institutions where not coded due to a lack of enrollment information3. In addition to creating the women-focused institution identifier using the 95% women enrollment cutoff, I created the variable ‘women’s college’ to identify all the women’s colleges or universities that existed in 2016 according to the Women’s College Coalition. Using the women’s college variable there are 38 women’s colleges or universities total and 2,151 co- educational colleges or universities in the dataset. The reason why various of the registered women’s colleges were not identified using the 95% cutoff is because their women enrollment is less than 95% but remain at a 70-94% women enrollment. Additionally, one of the registered women’s colleges (Russell Sage College of the Sage Colleges) was not included in the dataset and two of the colleges that were women’s colleges in 2016 are no longer women’s colleges (University of Saint Joseph & Ursuline College). The following table shows descriptive statistics for various key variables in the data set. The first six variables are variables that were already included in the data set while the other

3 Look at Appendix for full list of women-focused and co-educational institutions. Draft #3 Updated: 5/29/21 variables were created for the purposes of this research using the enrollment and major total by gender variables.

Descriptive Statistics Variable Obs Mean Std. Dev. Min Max Institution enrollment total 21,488 7,638.917 10,573.766 10 233,895 Institution male enrollment 21,488 3,429.664 4,857.079 0 74,662 Institution female 21,488 4,209.254 5,930.283 0 159,233 enrollment Total students in major 21,525 64.995 165.222 0 6,535 Total men in major 21,525 27.138 79.674 0 2,746 Total women in major 21,525 37.857 102.432 0 5,641 Avg. males in major (not by 21,525 .404 .166 .122 .795 inst.) Proportion of women in 21,488 .004 .011 0 .307 male dominated major Male dominated majors at 21,525 .287 .452 0 1 the 55% cutoff Women focused institutions 21,488 .018 .132 0 1 at the 95% cutoff Women’s 21,488 .023 .151 0 1 College/University Percent of men in a major 20,442 40.396 26.513 0 100 Percent of women in a 20,442 59.604 26.513 0 100 major

There are 20 majors included in the data set. Majors are defined as male-dominated if there were 55% or more males within the major. After conducting a sensitivity analysis, I found that the 55% threshold was the most obvious cutoff to define male-dominated majors. I wanted to ensure that the threshold was more than 50% but still contained as many male-dominated majors as possible, when increasing the threshold to 60% I found that there were only two male dominated majors in the data set as opposed to five with the 55% threshold. At the 55% threshold level the five male-dominated majors are Engineering, Philosophy and Religious Studies, Physical Sciences, Economics, and History. The following table show the percentage of males and females in each major. Draft #3 Updated: 5/29/21

To determine whether women-focused institutions impact women's choice of major, more specifically whether they are more likely to choose a male-dominated major I used an Ordinary Least Squares(OLS) Regression in which male-dominated major was the response variable and women-focused institution at the 95% female enrollment was the explanatory variable. The following is the regression used in this research:

Y(Proportion of women in male dominated majors)i = 흰i + 휷₁x(women-focused institution at

95% cutoff)i + Ei

In addition to using the women-focused variable I checked for robustness using the women’s college variable in the following regression:

Y(Proportion of women in male dominated majors)i = 흰i + 휷₁x(women’s college)i + Ei

I also estimate versions of this analysis that include state fixed effects:

Y(Proportion of women in male dominated majors)is = 흰is + 휷₁x(women’s college)is + Eis

Draft #3 Updated: 5/29/21 By using the regressions above I will be able to discover whether women who attend a women- focused institution are more likely to choose a male-dominated major while taking into consideration specific state unobserved characteristics.

Results: Table 1 Linear regression- 95% cutoff

Proportion of Coef. St. Err. t-value p-value [95% Conf Interval] Sig women in male dominated major Women focused .0065 .0005 11.87 0.00 .0054 .0076 *** institutions at the 95% cutoff Constant .0034 .0 46.82 0.00 .0033 .0035 ***

Mean dependent var 0.004 SD dependent var 0.011 R-squared 0.007 Number of obs 21488 F-test 140.869 Prob > F 0.000 Akaike crit. (AIC) -133981.429 Bayesian crit. (BIC) -133965.478 *** p<.01, ** p<.05, * p<.1

Table 1 shows the results of the OLS regression which looks at the impact that attending a women-focused institution has on pursuing a male-dominated major. Table 1 has results for the male-dominated major threshold of 55% and shows that women-focused institutions have a positive relationship with women majoring in a male-dominated field. That is, attending a women-focused institution increases your likelihood of pursuing a male-dominated major on average approximately 0.7 percentage points. Based on our p-value of 0 we can see that the results are statistically significant and our R-squared shows that the independent variable explains less than 1% of the variation that we see in the model.

Table 2 Linear regression- Women’s College

Proportion of Coef. St.Err. t-value p-value [95% Conf Interval] Sig women in male dominated major Women focused .0047 .0004 9.80 0.00 .0037 .0056 *** institutions at the 95% cutoff Draft #3 Updated: 5/29/21 Constant .0034 0 46.71 0.00 .0033 .0036 ***

Mean dependent var 0.004 SD dependent var 0.011 R-squared 0.004 Number of obs 21488 F-test 96.013 Prob > F 0.000 Akaike crit. (AIC) -133936.815 Bayesian crit. (BIC) -133920.864 *** p<.01, ** p<.05, * p<.1

Table 2 shows the results of the OLS regression which looks at the impact that attending a registered women’s college or university in 2016 has on pursuing a male-dominated major. Table 2 shows the result for women’s colleges and universities and reinforces the results of the first regression in table 1 which shows that women-focused institutions increase women’s likelihood of pursuing a male dominated major. Furthermore, the regression shows that attending a women’s college or university increases women’s likelihood of pursuing a male-dominated major on average approximately 0.4 percentage points. While these results have a lower impact than those found in table 1, they still reinforce the fact that women-focused institutions have a positive impact on women’s choice of pursuing a male dominated major.

Table 3 Linear regression- State Fixed Effects

Proportion of Coef. St.Err. t-value p-value [95% Conf Interval] Sig women in male dominated major Women’s .004 0 8.47 0 .003 .005 *** college Constant 0 . . . . . Alaska -.001 .002 -0.73 .464 -.004 .002 Arizona 0 .001 -0.26 .793 -.002 .002 Arkansas 0 .001 -0.15 .88 -.002 .002 .003 .001 4.94 0 .002 .004 *** Colorado .002 .001 2.67 .008 .001 .004 *** Connecticut .005 .001 5.58 0 .003 .006 *** Delaware 0 .001 -0.01 .992 -.003 .003 District of .003 .001 2.44 .015 .001 .005 ** Columbia Florida 0 .001 -0.49 .625 -.002 .001 Georgia 0 .001 0.47 .636 -.001 .002 Draft #3 Updated: 5/29/21 Hawaii 0 .001 -0.11 .914 -.003 .002 Idaho 0 .001 -0.20 .843 -.002 .002 .002 .001 2.52 .012 0 .003 ** Indiana .001 .001 1.10 .269 -.001 .002 Iowa .001 .001 1.11 .265 -.001 .002 Kansas 0 .001 -0.12 .901 -.002 .001 Kentucky .001 .001 1.26 .206 -.001 .002 Louisiana 0 .001 0.21 .835 -.001 .002 Maine .002 .001 1.88 .06 0 .004 * Maryland .002 .001 3.00 .003 .001 .004 *** Massachusetts .006 .001 8.73 0 .005 .007 *** Michigan .001 .001 1.54 .125 0 .002 .001 .001 1.03 .303 -.001 .002 Mississippi 0 .001 -0.35 .723 -.002 .001 Missouri 0 .001 0.28 .781 -.001 .002 Montana 0 .001 0.08 .94 -.002 .002 Nebraska 0 .001 0.51 .612 -.001 .002 Nevada -.001 .001 -0.59 .553 -.004 .002 New .001 .001 1.23 .219 -.001 .003 Hampshire New Jersey .002 .001 3.25 .001 .001 .004 *** New Mexico .001 .001 0.44 .659 -.002 .003 New York .003 .001 5.08 0 .002 .004 *** North Carolina .001 .001 2.19 .028 0 .003 ** North Dakota -.001 .001 -0.80 .426 -.003 .001 Ohio .001 .001 1.10 .272 -.001 .002 Oklahoma 0 .001 -0.31 .755 -.002 .001 Oregon .001 .001 0.93 .35 -.001 .002 Pennsylvania .002 .001 3.48 0 .001 .003 *** Rhode Island .002 .001 2.02 .044 0 .004 ** South Carolina 0 .001 0.39 .694 -.001 .002 South Dakota 0 .001 -0.36 .722 -.002 .002 Tennessee .001 .001 0.94 .345 -.001 .002 Texas .001 .001 1.66 .097 0 .002 * Utah -.001 .001 -0.59 .552 -.003 .001 Vermont .002 .001 1.59 .112 0 .004 Virginia .002 .001 2.42 .016 0 .003 ** Washington .002 .001 2.93 .003 .001 .004 *** West Virginia 0 .001 -0.37 .712 -.002 .001 .001 .001 0.74 .461 -.001 .002 Wyoming .001 .003 0.52 .601 -.004 .007 Draft #3 Updated: 5/29/21 Constant .002 .001 3.78 0 .001 .003 ***

Mean dependent var 0.004 SD dependent var 0.011 R-squared 0.022 Number of obs 21488 F-test 9.452 Prob > F 0.000 Akaike crit. (AIC) -134218.874 Bayesian crit. (BIC) -133804.161 *** p<.01, ** p<.05, * p<.1

Table 3 has very similar to the results found in tables 1 and 2. Table 3 also looks at the impact that attending a registered women’s college or university in 2016 has on pursuing a male- dominated major, however these results include state fixed effects. All states in Table 3 are being compared to Alabama and allow us to see the impact that women’s colleges and universities have on pursing a male dominated major while allowing each state to be unique. Table 3 shows that attending a women’s college or university increases women’s likelihood of pursuing a male- dominated major on average approximately 0.4 percentage points and once again the results are statistically significant.

Discussion and Conclusion: In this paper, I found that there is a positive relationship between attending a women- focused institution and pursuing a male-dominated major. The role of women-focused institutions is especially important in this research because women’s colleges employ more female faculty than co-educational institutions (Sax, Lozano, and Korgan 2014) and evidence shows that there is a role model effect that can impact student’s major choice (Rask and Bailey 2002) and that female faculty play a very important role in encouraging women to enroll in subject in which they are underrepresented (Bettinger, Long 2005) which further reinforces the results in this research which shows that women’s colleges can increase students probabilities of pursuing a male dominated major. Furthermore, larger implications in this study that explain the gender wag gap in the labor market cannot be addressed using the data used in this research. However, due to known differences in major choice related to future occupation and earnings we can infer that women pursuing more male-dominated majors would lead to higher future earnings. Generally, we see that male-dominated majors lead to higher paying jobs than traditionally non-male dominated majors. Therefore, pre-market specialization such as major choice in college does impact labor Draft #3 Updated: 5/29/21 market opportunities which are, more often than not, associated with future earnings which contribute to the gender wage gap. Women’s labor force participation and the fraction of women that have graduated from universities has increased dramatically, fundamentally changing the composition of the educated workforce. We would expect to see a closing in the gender wage gap as more people earn degrees, however, existing literature indicates that women don’t often pursue the high paying male-dominated majors for various reasons, such as low grades, gender composition of the class, and external stereotyping signals (Kugler, et al. 2017). While this research cannot definitively speak to the wage gap it can help further the inform the public about the benefits of attending women’s colleges. This research could potentially be used by high school and university advisors and counselors to help female students choose the best choice of university to help their future academic and career success.

Limitations and Future Research In this research I found that attending a women-focused institution is correlated to an increased probability of women pursuing a male-dominated major, however, there are limitations in this study that must be taken into consideration. Endogeneity, for example, is something that must be discussed in this research. It is possible that women’s colleges are not what are causing higher levels of women in male-dominated majors but that there is selection bias, that is, women who chose to attend women-focused institutions are inherently different than those who chose to attend a co-educational institution. Reverse causality can also exist in this research, being that women who originally wanted to pursue a male-dominated major will look for a women-focused institution because of the known benefits of attending a women-focused institution. There also exists omitted variable bias in these regressions because I do not have information on salary, which can potentially impact major choice. Information on salary is especially important in taking into consideration the research that shows that men often pursue higher paying jobs while women pursue more flexible, often lower wage jobs. In addition to the limitations mentioned above, I also had limitations in the data that I used because the variables of interest were not readily available in the data set, they had to be created using the available enrollment data which means that there could be human error in the creation of the variables despite multiple revisions of the variable creation. Furthermore, the data Draft #3 Updated: 5/29/21 only included 20 majors which does not include all the majors offered at each college or university and many institutions in the data set do not offer all 20 majors included. I found that many of the women-focused institutions did not offer engineering which is the male-dominated major in the dataset with the highest proportion of men. Further research can address some of the previously mentioned limitations by utilizing data that includes individual’s earnings as well as where they studied and what they studied. Furthermore, qualitative research could help clarify questions of reverse causality by determining whether women intended to attend a women’s college because they wanted to pursue a male dominated major and knew the benefits of attending a women’s college or if their decision to attend a women’s college is not related to their decision to pursue a male-dominated major. In addition, further research should focus on the differences that exist in major choice by race in addition to gender to further disentangle the complexities of individuals choice in major and also include the gender composition of faculty since research has shown that there is a role-model effect that can impact students major choice.

Appendix List of Women-focused institutions at 95% cutoff Institution Name Freq. Percent Cum. *Agnes Scott College 14 3.67 3.67 * 16 4.20 7.87 *Barnard College 12 3.15 11.02 *Bay Path University 5 1.31 12.34 *Bennett College 11 2.89 15.22 *Bryn Mawr College 12 3.15 18.37 *College of Saint Benedict 15 3.94 22.31 *College of Saint Mary 9 2.36 24.67 *Converse College 12 3.15 27.82 *Cottey College 6 1.57 29.40 *Hollins University 15 3.94 33.60 Jose Maria Vargas University 3 0.79 34.38 *Judson College 11 2.89 37.27 *Meredith College 17 4.46 41.73 *Mills College 14 3.67 45.41 *Moore College of Art and Design 2 0.52 45.93 *Mount Holyoke College 14 3.67 49.61 * 12 3.15 52.76 Draft #3 Updated: 5/29/21 *Saint Mary's College 17 4.46 57.22 *Salem College 15 3.94 61.15 * 15 3.94 65.09 *Simmons University 19 4.99 70.08 *Smith College 14 3.67 73.75 *Spelman College 15 3.94 77.69 *St Catherine University 19 4.99 82.68 * 7 1.84 84.51 *Trinity Washington University 15 3.94 88.45 **University of Saint Joseph 14 3.67 92.13 *Wellesley College 13 3.41 95.54 *Wesleyan College 17 4.46 100.00 Total 381 100.00 * Institutions that are registered Women’s Colleges and Universities according to the Women’s College Coalition 2021 ** Institutions that are no longer Women’s Colleges or Universities but were in 2016 (the time this data was collected)

Coeducational Institutions Institution Name Freq. Percent Cum. AI Miami International University of Art and Design 2 0.01 0.01 AMERICAN ISLAMIC COLLEGE 2 0.01 0.02 Abilene Christian University 15 0.07 0.09 Abraham Baldwin Agricultural College 2 0.01 0.10 Academy College 1 0.00 0.10 Academy of Art University 4 0.02 0.12 Adams State University 10 0.05 0.17 Adelphi University 17 0.08 0.25 Adrian College 16 0.08 0.33 AdventHealth University 3 0.01 0.34 Alabama A & M University 12 0.06 0.40 Alabama State University 14 0.07 0.46 Alaska 6 0.03 0.49 Albany College of Pharmacy and Health Sciences 3 0.01 0.51 Albany State University 14 0.07 0.57 Albertus Magnus College 12 0.06 0.63 Albion College 15 0.07 0.70 Albright College 17 0.08 0.78 Alcorn State University 14 0.07 0.85 Alderson Broaddus University 13 0.06 0.91 Alfred University 14 0.07 0.98 Alice Lloyd College 6 0.03 1.00 Allegheny College 15 0.07 1.08 Allen College 2 0.01 1.08 Allen University 7 0.03 1.12 Draft #3 Updated: 5/29/21 Alliant International University-San Diego 4 0.02 1.14 Alma College 15 0.07 1.21 Altierus Career College-Orange Park 1 0.00 1.21 Altierus Career College-Tampa 1 0.00 1.22 Alvernia University 15 0.07 1.29 Amberton University 1 0.00 1.29 Ambria College of Nursing 1 0.00 1.30 AmeriTech College-Draper 1 0.00 1.30 American Academy of Art 2 0.01 1.31 American Baptist College 1 0.00 1.32 American Business and Technology University 1 0.00 1.32 American InterContinental University 2 0.01 1.33 American InterContinental University-Atlanta 2 0.01 1.34 American InterContinental University-Houston 2 0.01 1.35 American International College 13 0.06 1.41 American Jewish University 6 0.03 1.44 American Musical and Dramatic Academy 1 0.00 1.44 American National University 2 0.01 1.45 American National University-Lexington 1 0.00 1.46 American Public University System 12 0.06 1.52 American Sentinel University 2 0.01 1.53 American University 17 0.08 1.61 American University of Health Sciences 3 0.01 1.62 Amherst College 12 0.06 1.68 Amridge University 2 0.01 1.69 Anderson University 28 0.13 1.82 Andrews University 16 0.08 1.90 Angeles College 1 0.00 1.90 Angelo State University 15 0.07 1.97 Anna Maria College 11 0.05 2.02 Antioch College 7 0.03 2.06 Antioch University Online 2 0.01 2.07 Antioch University-Midwest 3 0.01 2.08 Appalachian State University 18 0.09 2.17 Aquinas College 16 0.08 2.24 Arcadia University 15 0.07 2.31 Argosy University-Atlanta 3 0.01 2.33 Argosy University- 2 0.01 2.34 Argosy University- 3 0.01 2.35 Argosy University-Denver 3 0.01 2.36 Argosy University-Hawaii 3 0.01 2.38 Argosy University-Inland Empire 2 0.01 2.39 Argosy University-Los Angeles 2 0.01 2.40 Argosy University-Nashville 2 0.01 2.41 Argosy University-Northern Virginia 2 0.01 2.42 Argosy University-Orange County 2 0.01 2.43 Argosy University-Phoenix 2 0.01 2.44 Argosy University-Phoenix Online Division 2 0.01 2.44 Argosy University-Salt Lake City 2 0.01 2.45 Argosy University-San Diego 2 0.01 2.46 Draft #3 Updated: 5/29/21 Argosy University-San Francisco Bay Area 2 0.01 2.47 Argosy University-Sarasota 2 0.01 2.48 Argosy University-Schaumburg 2 0.01 2.49 Argosy University-Seattle 2 0.01 2.50 Argosy University-Tampa 2 0.01 2.51 Argosy University-The Art Institute of California-Hollywood 2 0.01 2.52 Argosy University-The Art Institute of California-Inland 2 0.01 2.53 Empire Argosy University-The Art Institute of California-Orange 2 0.01 2.54 County Argosy University-The Art Institute of California-Sacramento 2 0.01 2.55 Argosy University-The Art Institute of California-San Diego 3 0.01 2.56 Argosy University-The Art Institute of California-San 2 0.01 2.57 Francisco Argosy University-Twin Cities 2 0.01 2.58 Arizona Christian University 7 0.03 2.62 Arizona College-Mesa 2 0.01 2.62 Arizona State University-Downtown Phoenix 6 0.03 2.65 Arizona State University-Polytechnic 8 0.04 2.69 Arizona State University-Skysong 13 0.06 2.75 Arizona State University-Tempe 16 0.08 2.83 Arizona State University-West 14 0.07 2.89 Arkansas Baptist College 3 0.01 2.91 Arkansas State University-Main Campus 17 0.08 2.99 Arkansas Tech University 14 0.07 3.06 Arlington Baptist University 2 0.01 3.07 Armstrong State University 13 0.06 3.13 Art Academy of Cincinnati 1 0.00 3.13 Art Center College of Design 1 0.00 3.14 Asbury University 15 0.07 3.21 Ashford University 11 0.05 3.26 Ashland University 16 0.08 3.34 Aspen University 4 0.02 3.35 Assumption College 15 0.07 3.43 Athens State University 12 0.06 3.48 Atlanta Metropolitan State College 3 0.01 3.50 Atlantis University 1 0.00 3.50 Auburn University 17 0.08 3.58 Auburn University at Montgomery 14 0.07 3.65 18 0.09 3.73 Augusta University 14 0.07 3.80 Augustana College 17 0.08 3.88 Augustana University 17 0.08 3.96 Aultman College of Nursing and Health Sciences 1 0.00 3.97 Aurora University 15 0.07 4.04 Austin College 16 0.08 4.11 Austin Peay State University 15 0.07 4.18 Ave Maria University 14 0.07 4.25 Averett University 13 0.06 4.31 Averett University-Non-Traditional Programs 6 0.03 4.34 Draft #3 Updated: 5/29/21 Avila University 15 0.07 4.41 16 0.08 4.49 Babson College 1 0.00 4.49 Bacone College 4 0.02 4.51 Baker College 7 0.03 4.54 Baker University 15 0.07 4.61 Baldwin Wallace University 18 0.09 4.70 Ball State University 19 0.09 4.79 Baptist Bible College 2 0.01 4.80 Baptist Health System School of Health Professions 1 0.00 4.80 Baptist Memorial College of Health Sciences 3 0.01 4.82 Baptist University of the Americas 2 0.01 4.83 Barclay College 3 0.01 4.84 Bard College 3 0.01 4.86 Bard College at Simon's Rock 12 0.06 4.91 Barnes-Jewish College Goldfarb School of Nursing 1 0.00 4.92 Barry University 15 0.07 4.99 Barton College 15 0.07 5.06 Bastyr University 1 0.00 5.06 Bates College 13 0.06 5.13 Bay State College 3 0.01 5.14 Baylor University 19 0.09 5.23 Beacon College 3 0.01 5.24 Becker College 7 0.03 5.28 Beckfield College-Florence 2 0.01 5.29 Belhaven University 14 0.07 5.35 Bellarmine University 16 0.08 5.43 Bellevue College 2 0.01 5.44 Bellevue University 12 0.06 5.50 Bellin College 1 0.00 5.50 Belmont Abbey College 9 0.04 5.54 Belmont University 19 0.09 5.63 16 0.08 5.71 18 0.09 5.79 Benedict College 17 0.08 5.87 Benedictine College 16 0.08 5.95 Benedictine University 17 0.08 6.03 Bennington College 15 0.07 6.10 Bentley University 7 0.03 6.14 Berea College 16 0.08 6.21 Berkeley College-New York 1 0.00 6.22 Berkeley College-Woodland Park 2 0.01 6.23 Berklee College of Music 2 0.01 6.23 Berry College 14 0.07 6.30 Bethany College 26 0.12 6.42 13 0.06 6.49 Bethel College-Indiana 16 0.08 6.56 Bethel College-North Newton 13 0.06 6.62 Bethel University 30 0.14 6.77 Bethesda University 3 0.01 6.78 Draft #3 Updated: 5/29/21 Bethune-Cookman University 16 0.08 6.86 Beulah Heights University 2 0.01 6.86 Beverly Hills Design Institute 1 0.00 6.87 Binghamton University 16 0.08 6.95 15 0.07 7.02 Birmingham Southern College 16 0.08 7.09 Bismarck State College 1 0.00 7.10 Hills State University 13 0.06 7.16 Blackburn College 11 0.05 7.21 Blessing Rieman College of Nursing and Health Sciences 2 0.01 7.22 Bloomfield College 13 0.06 7.28 Bloomsburg University of Pennsylvania 18 0.09 7.37 Blue Mountain College 8 0.04 7.40 Bluefield College 12 0.06 7.46 Bluefield State College 3 0.01 7.48 Bluffton University 13 0.06 7.54 Bob Jones University 13 0.06 7.60 Boise State University 19 0.09 7.69 Bon Secours Memorial College of Nursing 2 0.01 7.70 Boricua College 2 0.01 7.71 Boston College 16 0.08 7.78 Boston University 17 0.08 7.86 Bowdoin College 13 0.06 7.93 Bowie State University 14 0.07 7.99 Bowling Green State University-Main Campus 20 0.09 8.09 Bradley University 18 0.09 8.17 Brandeis University 14 0.07 8.24 6 0.03 8.27 Brazosport College 1 0.00 8.27 ***Brenau University 9 0.04 8.31 ***Brescia University 11 0.05 8.37 Brevard College 9 0.04 8.41 Brewton-Parker College 21 0.10 8.51 Briar Cliff University 14 0.07 8.57 Briarcliffe College 3 0.01 8.59 Bridgewater College 14 0.07 8.66 Bridgewater State University 15 0.07 8.73 Brigham Young University-Hawaii 12 0.06 8.78 Brigham Young University-Idaho 17 0.08 8.86 Brigham Young University-Provo 20 0.09 8.96 Broadview Entertainment Arts University 1 0.00 8.96 Broadview University-West Jordan 1 0.00 8.97 Brookline College-Albuquerque 1 0.00 8.97 Brookline College-Phoenix 2 0.01 8.98 Broward College 3 0.01 9.00 Brown University 18 0.09 9.08 Bryan College of Health Sciences 1 0.00 9.09 Bryan College-Dayton 11 0.05 9.14 Bryan University 1 0.00 9.14 Bryant & Stratton College-Akron 2 0.01 9.15 Draft #3 Updated: 5/29/21 Bryant & Stratton College-Albany 2 0.01 9.16 Bryant & Stratton College-Amherst 1 0.00 9.17 Bryant & Stratton College-Bayshore 3 0.01 9.18 Bryant & Stratton College-Buffalo 1 0.00 9.19 Bryant & Stratton College-Cleveland 2 0.01 9.20 Bryant & Stratton College-Greece 1 0.00 9.20 Bryant & Stratton College-Hampton 2 0.01 9.21 Bryant & Stratton College-Milwaukee 2 0.01 9.22 Bryant & Stratton College-Online 2 0.01 9.23 Bryant & Stratton College-Parma 3 0.01 9.24 Bryant & Stratton College-Richmond 3 0.01 9.26 Bryant & Stratton College-Solon 2 0.01 9.27 Bryant & Stratton College-Southtowns 2 0.01 9.28 Bryant & Stratton College-Syracuse North 1 0.00 9.28 Bryant & Stratton College-Virginia Beach 2 0.01 9.29 Bryant & Stratton College-Wauwatosa 3 0.01 9.30 Bryant University 9 0.04 9.35 Bryn Athyn College of the New Church 7 0.03 9.38 Bucknell University 16 0.08 9.46 Buena Vista University 14 0.07 9.52 Butler University 17 0.08 9.60 CUNY Bernard M Baruch College 12 0.06 9.66 CUNY Brooklyn College 15 0.07 9.73 CUNY City College 17 0.08 9.81 CUNY Graduate School and University Center 7 0.03 9.84 CUNY Hunter College 17 0.08 9.93 CUNY College of Criminal Justice 9 0.04 9.97 CUNY Lehman College 18 0.09 10.05 CUNY Medgar Evers College 8 0.04 10.09 CUNY College of Technology 6 0.03 10.12 CUNY Queens College 15 0.07 10.19 CUNY York College 18 0.09 10.28 Cabarrus College of Health Sciences 2 0.01 10.29 Cabrini University 15 0.07 10.36 Cairn University-Langhorne 8 0.04 10.39 Caldwell University 14 0.07 10.46 California Aeronautical University 1 0.00 10.47 California Baptist University 16 0.08 10.54 California College San Diego 2 0.01 10.55 California College of the Arts 2 0.01 10.56 California Institute of Technology 10 0.05 10.61 California Institute of the Arts 1 0.00 10.61 California Intercontinental University 1 0.00 10.62 California Jazz Conservatory 2 0.01 10.63 California Lutheran University 15 0.07 10.70 California Miramar University 1 0.00 10.70 California Polytechnic State University-San Luis Obispo 16 0.08 10.78 California State Polytechnic University-Pomona 16 0.08 10.85 California State University Maritime Academy 3 0.01 10.87 California State University-Bakersfield 17 0.08 10.95 Draft #3 Updated: 5/29/21 California State University-Channel Islands 15 0.07 11.02 California State University-Chico 19 0.09 11.11 California State University-Dominguez Hills 16 0.08 11.19 California State University-East Bay 18 0.09 11.27 California State University-Fresno 19 0.09 11.36 California State University-Fullerton 17 0.08 11.44 California State University-Long Beach 19 0.09 11.53 California State University-Los Angeles 19 0.09 11.62 California State University-Monterey Bay 8 0.04 11.66 California State University-Northridge 18 0.09 11.74 California State University-Sacramento 18 0.09 11.83 California State University-San Bernardino 18 0.09 11.91 California State University-San Marcos 16 0.08 11.99 California State University-Stanislaus 16 0.08 12.07 California University of Management and Sciences 1 0.00 12.07 California University of Pennsylvania 14 0.07 12.14 Calumet College of Saint Joseph 7 0.03 12.17 Calvary University 6 0.03 12.20 Calvin College 20 0.09 12.29 Cambridge College 3 0.01 12.31 Cameron University 12 0.06 12.36 Campbell University 16 0.08 12.44 Campbellsville University 15 0.07 12.51 Canisius College 16 0.08 12.59 Capella University 3 0.01 12.60 Capital University 17 0.08 12.68 Capitol Technology University 2 0.01 12.69 Cardinal Stritch University 14 0.07 12.76 12 0.06 12.82 Carlos Albizu University-Miami 3 0.01 12.83 Carlow University 15 0.07 12.90 Carnegie Mellon University 16 0.08 12.98 Carroll College 19 0.09 13.07 18 0.09 13.15 Carson-Newman University 16 0.08 13.23 16 0.08 13.30 Carver Bible College 2 0.01 13.31 Case Western Reserve University 16 0.08 13.39 Castleton University 16 0.08 13.46 Catawba College 15 0.07 13.54 Catholic University of America 18 0.09 13.62 Cazenovia College 7 0.03 13.65 ***Cedar Crest College 16 0.08 13.73 Cedarville University 17 0.08 13.81 Centenary College of Louisiana 13 0.06 13.87 Centenary University 13 0.06 13.93 Central Baptist College 8 0.04 13.97 Central Christian College of Kansas 11 0.05 14.02 Central College 14 0.07 14.09 Central Connecticut State University 17 0.08 14.17 Draft #3 Updated: 5/29/21 Central Methodist University-College of Graduate and 10 0.05 14.22 Extended Studies Central Methodist University-College of Liberal Arts and 14 0.07 14.28 Sciences Central Michigan University 19 0.09 14.37 Central Penn College 2 0.01 14.38 Central State University 16 0.08 14.46 Central Washington University 17 0.08 14.54 Centralia College 1 0.00 14.54 Centre College 10 0.05 14.59 Centura College-Virginia Beach 1 0.00 14.60 Chadron State College 11 0.05 14.65 Chamberlain University-Arizona 2 0.01 14.66 Chamberlain University-Florida 2 0.01 14.67 Chamberlain University-Georgia 2 0.01 14.68 Chamberlain University-Illinois 1 0.00 14.68 Chamberlain University-Indiana 2 0.01 14.69 Chamberlain University-Michigan 2 0.01 14.70 Chamberlain University-Missouri 2 0.01 14.71 Chamberlain University-Nevada 2 0.01 14.72 Chamberlain University-New Jersey 2 0.01 14.73 Chamberlain University-Ohio 1 0.00 14.73 Chamberlain University-Texas 2 0.01 14.74 Chamberlain University-Virginia 2 0.01 14.75 Chaminade University of Honolulu 11 0.05 14.80 Champlain College 7 0.03 14.84 17 0.08 14.92 Charleston Southern University 15 0.07 14.99 Charter College 1 0.00 14.99 Charter Oak State College 2 0.01 15.00 Chatham University 17 0.08 15.08 Chestnut Hill College 12 0.06 15.14 Cheyney University of Pennsylvania 11 0.05 15.19 Chicago State University 14 0.07 15.26 Chipola College 3 0.01 15.27 Chowan University 10 0.05 15.32 Christian Brothers University 14 0.07 15.39 Christopher Newport University 15 0.07 15.46 Cincinnati Christian University 5 0.02 15.48 Citadel Military College of South Carolina 11 0.05 15.53 City College-Fort Lauderdale 2 0.01 15.54 City College-Gainesville 1 0.00 15.55 City College-Miami 1 0.00 15.55 City University of Seattle 4 0.02 15.57 City Vision University 1 0.00 15.58 Claflin University 15 0.07 15.65 Claremont McKenna College 15 0.07 15.72 Clarion University of Pennsylvania 15 0.07 15.79 Clark Atlanta University 14 0.07 15.86 Clark University 16 0.08 15.93 Draft #3 Updated: 5/29/21 Clarke University 13 0.06 15.99 Clarks Summit University 7 0.03 16.03 Clarkson College 2 0.01 16.04 Clarkson University 9 0.04 16.08 Clayton State University 14 0.07 16.15 Cleary University 1 0.00 16.15 Clemson University 17 0.08 16.23 Cleveland Institute of Art 1 0.00 16.24 Cleveland Institute of Music 1 0.00 16.24 Cleveland State University 19 0.09 16.33 Cleveland University-Kansas City 1 0.00 16.34 Clinton College 2 0.01 16.34 Clover Park Technical College 1 0.00 16.35 Coastal Carolina University 17 0.08 16.43 Coe College 16 0.08 16.51 Cogswell College 2 0.01 16.52 Coker College 13 0.06 16.58 Colby College 13 0.06 16.64 Colby-Sawyer College 12 0.06 16.70 Colgate University 14 0.07 16.76 College for Creative Studies 2 0.01 16.77 College of Biblical Studies-Houston 2 0.01 16.78 College of Business and Technology-Main Campus 1 0.00 16.79 College of Business and Technology-Miami Gardens 1 0.00 16.79 College of Central Florida 3 0.01 16.80 College of Charleston 16 0.08 16.88 College of Coastal Georgia 7 0.03 16.91 College of Menominee Nation 2 0.01 16.92 ***College of Mount Saint Vincent 15 0.07 16.99 College of Our Lady of the Elms 12 0.06 17.05 College of Saint Elizabeth 14 0.07 17.12 College of St Joseph 5 0.02 17.14 College of Staten Island CUNY 18 0.09 17.23 College of William and Mary 14 0.07 17.29 College of the Holy Cross 14 0.07 17.36 15 0.07 17.43 CollegeAmerica-Colorado Springs 1 0.00 17.43 CollegeAmerica-Denver 1 0.00 17.44 CollegeAmerica-Fort Collins 2 0.01 17.45 Colorado Christian University 11 0.05 17.50 Colorado College 13 0.06 17.56 Colorado Mesa University 13 0.06 17.62 Colorado Mountain College 2 0.01 17.63 Colorado School of Mines 4 0.02 17.65 Colorado State University-Fort Collins 18 0.09 17.74 Colorado State University-Global Campus 2 0.01 17.75 Colorado State University-Pueblo 14 0.07 17.81 Colorado Technical University-Colorado Springs 3 0.01 17.83 Columbia Basin College 1 0.00 17.83 Columbia College 28 0.13 17.96 Draft #3 Updated: 5/29/21 Columbia College Chicago 7 0.03 18.00 Columbia College Hollywood 1 0.00 18.00 Columbia College of Nursing 1 0.00 18.01 Columbia International University 6 0.03 18.04 Columbia Southern University 1 0.00 18.04 in the City of New York 16 0.08 18.12 Columbus College of Art and Design 1 0.00 18.12 Columbus State University 13 0.06 18.18 Compass College of Cinematic Arts 1 0.00 18.19 Conception Seminary College 2 0.01 18.20 Concord University 13 0.06 18.26 Concordia College Alabama 2 0.01 18.27 Concordia College at Moorhead 18 0.09 18.35 Concordia College-New York 6 0.03 18.38 Concordia University Texas 11 0.05 18.43 Concordia University-Ann Arbor 10 0.05 18.48 Concordia University-Chicago 16 0.08 18.56 Concordia University-Irvine 13 0.06 18.62 Concordia University-Nebraska 11 0.05 18.67 Concordia University-Portland 10 0.05 18.72 Concordia University-Saint Paul 12 0.06 18.77 Concordia University-Wisconsin 16 0.08 18.85 Connecticut College 14 0.07 18.92 Cooper Union for the Advancement of Science and Art 2 0.01 18.93 Coppin State University 13 0.06 18.99 Corban University 9 0.04 19.03 Cornell College 16 0.08 19.11 Cornell University 16 0.08 19.18 Cornerstone University 10 0.05 19.23 Cornish College of the Arts 1 0.00 19.23 Covenant College 12 0.06 19.29 Cox College 1 0.00 19.30 Creighton University 18 0.09 19.38 Criswell College 2 0.01 19.39 Crowley's Ridge College 3 0.01 19.40 Crown College 9 0.04 19.45 Culinary Institute of America 3 0.01 19.46 Culver-Stockton College 14 0.07 19.53 Cumberland University 9 0.04 19.57 Curry College 10 0.05 19.62 Curtis Institute of Music 1 0.00 19.62 D'Youville College 12 0.06 19.68 Daemen College 13 0.06 19.74 Dakota State University 7 0.03 19.77 Dakota Wesleyan University 11 0.05 19.83 Dallas Baptist University 12 0.06 19.88 Dallas Christian College 3 0.01 19.90 Dalton State College 10 0.05 19.95 Dartmouth College 13 0.06 20.01 Davenport University 4 0.02 20.03 Draft #3 Updated: 5/29/21 Davidson College 12 0.06 20.08 Davis & Elkins College 17 0.08 20.16 Daymar College-Bowling Green 2 0.01 20.17 Daymar College-Clarksville 1 0.00 20.18 Daymar College-Murfreesboro 1 0.00 20.18 Daymar College-Nashville 1 0.00 20.19 Daytona State College 3 0.01 20.20 DePaul University 16 0.08 20.28 DePauw University 17 0.08 20.36 DeSales University 13 0.06 20.42 DeVry College of New York 1 0.00 20.42 DeVry University-Arizona 2 0.01 20.43 DeVry University-California 3 0.01 20.45 DeVry University-Colorado 3 0.01 20.46 DeVry University-Florida 3 0.01 20.48 DeVry University-Georgia 3 0.01 20.49 DeVry University-Illinois 2 0.01 20.50 DeVry University-Indiana 2 0.01 20.51 DeVry University-Missouri 2 0.01 20.52 DeVry University-Nevada 2 0.01 20.53 DeVry University-New Jersey 1 0.00 20.53 DeVry University-North Carolina 1 0.00 20.54 DeVry University-Ohio 2 0.01 20.55 DeVry University-Oklahoma 2 0.01 20.56 DeVry University-Pennsylvania 3 0.01 20.57 DeVry University-Tennessee 2 0.01 20.58 DeVry University-Texas 3 0.01 20.59 DeVry University-Virginia 3 0.01 20.61 Dean College 6 0.03 20.64 Defiance College 12 0.06 20.69 Delaware State University 16 0.08 20.77 Delaware Valley University 7 0.03 20.80 Delta State University 13 0.06 20.86 Denison University 15 0.07 20.94 Denver College of Nursing 1 0.00 20.94 Design Institute of San Diego 2 0.01 20.95 Dickinson College 16 0.08 21.03 Dickinson State University 13 0.06 21.09 DigiPen Institute of Technology 3 0.01 21.10 16 0.08 21.18 Dine College 5 0.02 21.20 Divine Word College 1 0.00 21.21 Dixie State University 11 0.05 21.26 Doane University-Arts & Sciences 14 0.07 21.32 Doane University-Graduate and Professional Studies 4 0.02 21.34 Dominican College of Blauvelt 10 0.05 21.39 Dominican University 17 0.08 21.47 Dominican 14 0.07 21.54 Donnelly College 2 0.01 21.55 Dordt College 15 0.07 21.62 Draft #3 Updated: 5/29/21 Drake University 15 0.07 21.69 Drew University 14 0.07 21.75 Drexel University 17 0.08 21.84 17 0.08 21.92 Duke University 16 0.08 21.99 Duluth Business University 1 0.00 22.00 Dunwoody College of Technology 3 0.01 22.01 Duquesne University 17 0.08 22.09 ECPI University 2 0.01 22.10 Eagle Gate College-Layton 2 0.01 22.11 Eagle Gate College-Murray 2 0.01 22.12 Earlham College 14 0.07 22.19 East Carolina University 19 0.09 22.28 East Central University 16 0.08 22.35 East Georgia State College 2 0.01 22.36 East Stroudsburg University of Pennsylvania 17 0.08 22.44 East Tennessee State University 19 0.09 22.53 East Texas Baptist University 14 0.07 22.60 East-West University 4 0.02 22.62 Eastern Connecticut State University 16 0.08 22.69 Eastern Florida State College 2 0.01 22.70 Eastern Illinois University 17 0.08 22.78 Eastern Kentucky University 17 0.08 22.86 Eastern Mennonite University 15 0.07 22.93 Eastern Michigan University 20 0.09 23.03 Eastern Nazarene College 13 0.06 23.09 Eastern New Mexico University-Main Campus 14 0.07 23.16 Eastern Oregon University 13 0.06 23.22 Eastern University 15 0.07 23.29 Eastern Washington University 20 0.09 23.38 Ecclesia College 4 0.02 23.40 Eckerd College 15 0.07 23.47 17 0.08 23.56 Edinboro University of Pennsylvania 17 0.08 23.64 Edward Waters College 10 0.05 23.68 Elizabeth City State University 23 0.11 23.79 Elizabethtown College 16 0.08 23.87 Elizabethtown College School of Continuing and Professional 3 0.01 23.88 Studies Elmhurst College 16 0.08 23.96 Elmira College 15 0.07 24.03 Elon University 16 0.08 24.10 Embry-Riddle Aeronautical University-Daytona Beach 6 0.03 24.13 Embry-Riddle Aeronautical University-Prescott 5 0.02 24.16 Embry-Riddle Aeronautical University-Worldwide 2 0.01 24.17 Emerson College 5 0.02 24.19 Emmanuel College 26 0.12 24.31 Emmaus Bible College 4 0.02 24.33 Emory & Henry College 15 0.07 24.40 Emory University 18 0.09 24.49 Draft #3 Updated: 5/29/21 Emporia State University 15 0.07 24.56 Endicott College 12 0.06 24.62 Erskine College 12 0.06 24.67 Eureka College 12 0.06 24.73 14 0.07 24.80 Everest University-Brandon 1 0.00 24.80 Everest University-South Orlando 2 0.01 24.81 Everglades University 1 0.00 24.82 Excelsior College 9 0.04 24.86 FIDM-Fashion Institute of Design & Merchandising-Los 2 0.01 24.87 Angeles FIDM-Fashion Institute of Design & Merchandising-San 1 0.00 24.87 Francisco Fairfield University 18 0.09 24.96 Fairleigh Dickinson University-Florham Campus 13 0.06 25.02 Fairleigh Dickinson University-Metropolitan Campus 14 0.07 25.09 Fairmont State University 15 0.07 25.16 Faith Baptist Bible College and Theological Seminary 3 0.01 25.17 Faith International University 3 0.01 25.18 Family of Faith Christian University 3 0.01 25.20 Farmingdale State College 8 0.04 25.24 Fashion Institute of Technology 3 0.01 25.25 Faulkner University 8 0.04 25.29 Fayetteville State University 14 0.07 25.36 Felician University 12 0.06 25.41 Ferris State University 16 0.08 25.49 Ferrum College 20 0.09 25.58 10 0.05 25.63 Fisher College 4 0.02 25.65 Fisk University 11 0.05 25.70 Fitchburg State University 14 0.07 25.77 Five Towns College 4 0.02 25.79 Flagler College-St Augustine 12 0.06 25.84 Flagler College-Tallahassee 3 0.01 25.86 Flashpoint Chicago A Campus of Columbia College 2 0.01 25.87 Hollywood Florida Agricultural and Mechanical University 18 0.09 25.95 Florida Atlantic University 17 0.08 26.03 Florida College 6 0.03 26.06 Florida Gateway College 2 0.01 26.07 Florida Gulf Coast University 18 0.09 26.16 Florida Institute of Technology 8 0.04 26.19 Florida Institute of Technology-Online 2 0.01 26.20 Florida International University 19 0.09 26.29 Florida Memorial University 13 0.06 26.35 Florida National University-Main Campus 4 0.02 26.37 Florida Polytechnic University 2 0.01 26.38 Florida SouthWestern State College 3 0.01 26.40 Florida Southern College 15 0.07 26.47 Florida State College at Jacksonville 5 0.02 26.49 Draft #3 Updated: 5/29/21 Florida State University 19 0.09 26.58 Florida Technical College 1 0.00 26.59 12 0.06 26.64 Fordham University 18 0.09 26.73 Fort Hays State University 17 0.08 26.81 Fort Lewis College 16 0.08 26.89 Fort Valley State University 13 0.06 26.95 Fortis College-Centerville 1 0.00 26.95 Framingham State University 13 0.06 27.01 Francis Marion University 16 0.08 27.09 Franciscan Missionaries of Our Lady University 3 0.01 27.10 Franciscan University of Steubenville 16 0.08 27.18 Franklin College 16 0.08 27.26 Franklin Pierce University 14 0.07 27.32 Franklin University 6 0.03 27.35 Franklin W Olin College of Engineering 2 0.01 27.36 Franklin and Marshall College 14 0.07 27.43 Freed-Hardeman University 14 0.07 27.49 Fremont College 2 0.01 27.50 Fresno Pacific University 16 0.08 27.58 Friends University 13 0.06 27.64 Frostburg State University 17 0.08 27.72 Full Sail University 4 0.02 27.74 Furman 16 0.08 27.81 Galen College of Nursing-Louisville 1 0.00 27.82 Gallaudet University 15 0.07 27.89 Gannon University 16 0.08 27.97 Gardner-Webb University 14 0.07 28.03 Gemini School of Visual Arts & Communication 2 0.01 28.04 Geneva College 14 0.07 28.11 George Fox University 17 0.08 28.19 George Mason University 19 0.09 28.28 George Washington University 18 0.09 28.36 Georgetown College 15 0.07 28.43 Georgetown University 16 0.08 28.51 Georgia Central University 3 0.01 28.52 Georgia College & State University 15 0.07 28.60 Georgia Gwinnett College 10 0.05 28.64 Georgia Highlands College 1 0.00 28.65 Georgia Institute of Technology-Main Campus 10 0.05 28.70 Georgia Southern University 18 0.09 28.78 Georgia Southwestern State University 12 0.06 28.84 Georgia State University 17 0.08 28.92 Georgian Court University 14 0.07 28.98 Gettysburg College 15 0.07 29.06 Glenville State College 7 0.03 29.09 Goddard College 3 0.01 29.10 Gods Bible School and College 1 0.00 29.11 Golden Gate University-San Francisco 1 0.00 29.11 Goldey-Beacom College 4 0.02 29.13 Draft #3 Updated: 5/29/21 Gonzaga University 18 0.09 29.22 Good Samaritan College of Nursing and Health Science 1 0.00 29.22 Goodwin College 3 0.01 29.24 Gordon College 16 0.08 29.31 Gordon State College 7 0.03 29.34 Goshen College 14 0.07 29.41 Goucher College 16 0.08 29.49 Governors State University 15 0.07 29.56 Grace Christian University 3 0.01 29.57 Grace College and Theological Seminary 15 0.07 29.64 Graceland University-Lamoni 15 0.07 29.71 Grambling State University 14 0.07 29.78 Grand Canyon University 11 0.05 29.83 Grand Valley State University 19 0.09 29.92 Grand View University 12 0.06 29.98 Granite State College 7 0.03 30.01 Grantham University 2 0.01 30.02 Gratz College 1 0.00 30.03 Great Basin College 3 0.01 30.04 Great Lakes Christian College 5 0.02 30.06 Green Mountain College 10 0.05 30.11 Green River College 1 0.00 30.12 Greensboro College 12 0.06 30.17 13 0.06 30.23 Grinnell College 12 0.06 30.29 Grove City College 15 0.07 30.36 Guilford College 14 0.07 30.43 Gulf Coast State College 2 0.01 30.44 Gurnick Academy of Medical Arts 2 0.01 30.45 Gustavus Adolphus College 16 0.08 30.52 Gwynedd Mercy University 9 0.04 30.57 Hallmark University 1 0.00 30.57 Hamilton College 14 0.07 30.64 15 0.07 30.71 Hampden-Sydney College 12 0.06 30.77 Hampshire College 17 0.08 30.85 Hampton University 18 0.09 30.93 Hannibal-LaGrange University 12 0.06 30.99 Hanover College 15 0.07 31.06 Hardin-Simmons University 16 0.08 31.14 Harding University 15 0.07 31.21 Harrington College of Design 1 0.00 31.21 Harris-Stowe State University 9 0.04 31.25 Harrisburg University of Science and Technology 3 0.01 31.27 Harrison College-Grove City 1 0.00 31.27 Harrison College-Indianapolis 2 0.01 31.28 Hartwick College 19 0.09 31.37 Harvard University 13 0.06 31.43 11 0.05 31.49 Haskell Indian Nations University 3 0.01 31.50 Draft #3 Updated: 5/29/21 Hastings College 14 0.07 31.57 Haverford College 12 0.06 31.62 Hawaii Pacific University 15 0.07 31.69 Hebrew Theological College 5 0.02 31.72 Heidelberg University 13 0.06 31.78 Helene Fuld College of Nursing 1 0.00 31.78 Hellenic College-Holy Cross Greek Orthodox School of 4 0.02 31.80 Theology Henderson State University 16 0.08 31.88 Hendrix College 15 0.07 31.95 Heritage Bible College 1 0.00 31.95 Heritage University 8 0.04 31.99 Herzing University-Akron 2 0.01 32.00 Herzing University-Atlanta 2 0.01 32.01 Herzing University-Birmingham 2 0.01 32.02 Herzing University-Brookfield 3 0.01 32.04 Herzing University-Kenner 2 0.01 32.04 Herzing University-Kenosha 3 0.01 32.06 Herzing University-Madison 3 0.01 32.07 Herzing University-Minneapolis 3 0.01 32.09 Herzing University-Toledo 2 0.01 32.10 Herzing University-Winter Park 2 0.01 32.11 Hickey College 1 0.00 32.11 High Point University 15 0.07 32.18 Highline College 2 0.01 32.19 Hilbert College 5 0.02 32.22 Hillsdale College 14 0.07 32.28 Hiram College 15 0.07 32.35 Hobart William Smith Colleges 15 0.07 32.42 Hobe Sound Bible College 2 0.01 32.43 Hodges University 3 0.01 32.45 Hofstra University 17 0.08 32.53 Holy Apostles College and Seminary 1 0.00 32.53 Holy Cross College 7 0.03 32.57 Holy Family University 13 0.06 32.63 Holy Names University 13 0.06 32.69 Homestead Schools 2 0.01 32.70 Hondros College of Nursing 1 0.00 32.70 Hood College 17 0.08 32.78 Hope College 18 0.09 32.87 Hope International University 4 0.02 32.89 Horizon University 2 0.01 32.90 Houghton College 15 0.07 32.97 Houston Baptist University 14 0.07 33.03 Howard Payne University 15 0.07 33.11 Howard University 17 0.08 33.19 Humboldt State University 18 0.09 33.27 Humphreys University-Stockton and Modesto Campuses 2 0.01 33.28 Huntingdon College 13 0.06 33.34 Huntington University 15 0.07 33.41 Draft #3 Updated: 5/29/21 Hussian College School of Art 1 0.00 33.42 Hussian College-Relativity Campus California 3 0.01 33.43 Husson University 9 0.04 33.48 Huston-Tillotson University 12 0.06 33.53 IGlobal University 1 0.00 33.54 Idaho State University 20 0.09 33.63 14 0.07 33.70 Illinois Institute of Technology 10 0.05 33.75 Illinois State University 17 0.08 33.83 Illinois Wesleyan University 15 0.07 33.90 Immaculata University 14 0.07 33.96 Independence University 4 0.02 33.98 Indian River State College 4 0.02 34.00 Indiana Institute of Technology 5 0.02 34.03 Indiana State University 17 0.08 34.11 Indiana University of Pennsylvania-Main Campus 17 0.08 34.19 Indiana University-Bloomington 17 0.08 34.27 Indiana University-East 13 0.06 34.33 Indiana University-Kokomo 12 0.06 34.39 Indiana University-Northwest 18 0.09 34.47 Indiana University-Purdue University-Indianapolis 20 0.09 34.57 Indiana University-South Bend 18 0.09 34.65 Indiana University-Southeast 16 0.08 34.73 Indiana Wesleyan University-Marion 15 0.07 34.80 Institute of American Indian and Alaska Native Culture and 3 0.01 34.81 Arts Development Institute of Production and Recording 1 0.00 34.82 Interior Designers Institute 1 0.00 34.82 International Baptist College and Seminary 2 0.01 34.83 International Business College-Fort Wayne 1 0.00 34.84 Iona College 15 0.07 34.91 Iowa State University 16 0.08 34.98 12 0.06 35.04 Ithaca College 15 0.07 35.11 Jackson State University 14 0.07 35.18 Jacksonville State University 15 0.07 35.25 Jacksonville University 17 0.08 35.33 James Madison University 17 0.08 35.41 Jamestown Business College 1 0.00 35.41 Jarvis Christian College 10 0.05 35.46 Jefferson (Philadelphia University + Thomas Jefferson 7 0.03 35.49 University) Jefferson College of Health Sciences 3 0.01 35.51 Jewish Theological Seminary of America 1 0.00 35.51 John Brown University 13 0.06 35.57 John Carroll University 16 0.08 35.65 John F. Kennedy University 3 0.01 35.66 John Paul the Great Catholic University 2 0.01 35.67 John Wesley University 4 0.02 35.69 Johns Hopkins University 18 0.09 35.78 Draft #3 Updated: 5/29/21 Johnson & Wales University-Charlotte 1 0.00 35.78 Johnson & Wales University-Denver 1 0.00 35.79 Johnson & Wales University-North Miami 2 0.01 35.80 Johnson & Wales University-Online 1 0.00 35.80 Johnson & Wales University-Providence 4 0.02 35.82 Johnson C Smith University 13 0.06 35.88 Johnson University 6 0.03 35.91 Johnson University Florida 3 0.01 35.92 Judson University 11 0.05 35.98 Juniata College 19 0.09 36.07 Kalamazoo College 13 0.06 36.13 Kansas Christian College 2 0.01 36.14 Kansas City Art Institute 2 0.01 36.15 Kansas State University 17 0.08 36.23 Kansas Wesleyan University 14 0.07 36.29 Kean University 16 0.08 36.37 Keene State College 15 0.07 36.44 Keiser University-Ft Lauderdale 8 0.04 36.48 Kendall College 2 0.01 36.49 Kennesaw State University 17 0.08 36.57 Kenrick Glennon Seminary 3 0.01 36.58 Kent State University at Ashtabula 1 0.00 36.59 Kent State University at East Liverpool 1 0.00 36.59 Kent State University at Geauga 1 0.00 36.60 Kent State University at Kent 18 0.09 36.68 Kent State University at Salem 1 0.00 36.69 Kent State University at Stark 3 0.01 36.70 Kentucky Christian University 8 0.04 36.74 Kentucky Mountain Bible College 4 0.02 36.76 Kentucky State University 13 0.06 36.82 Kentucky Wesleyan College 13 0.06 36.88 Kenyon College 12 0.06 36.94 Kettering College 3 0.01 36.95 Kettering University 5 0.02 36.98 Keuka College 11 0.05 37.03 Keystone College 8 0.04 37.07 King University 15 0.07 37.14 King's College 15 0.07 37.21 Knox College 13 0.06 37.27 Kutztown University of Pennsylvania 15 0.07 37.34 Kuyper College 8 0.04 37.38 LIM College 2 0.01 37.39 LIU Brooklyn 18 0.09 37.47 LIU Riverhead 2 0.01 37.48 La Roche College 15 0.07 37.55 La Salle University 18 0.09 37.64 La Sierra University 13 0.06 37.70 LaGrange College 14 0.07 37.77 Laboure College 1 0.00 37.77 Lafayette College 13 0.06 37.83 Draft #3 Updated: 5/29/21 Laguna College of Art and Design 1 0.00 37.84 Lake Erie College 11 0.05 37.89 Lake Forest College 15 0.07 37.96 Lake Superior State University 16 0.08 38.04 Lake Washington Institute of Technology 3 0.01 38.05 Lake-Sumter State College 1 0.00 38.06 12 0.06 38.11 Lakeview College of Nursing 2 0.01 38.12 Lamar University 14 0.07 38.19 Lancaster Bible College 6 0.03 38.22 Lander University 13 0.06 38.28 Landmark College 1 0.00 38.28 Lane College 11 0.05 38.34 Langston University 12 0.06 38.39 Lasell College 9 0.04 38.44 Lawrence Technological University 9 0.04 38.48 12 0.06 38.54 Le Moyne College 14 0.07 38.60 Le Moyne-Owen College 12 0.06 38.66 LeTourneau University 11 0.05 38.71 Lebanon Valley College 14 0.07 38.78 Lee University 14 0.07 38.84 Lees-McRae College 11 0.05 38.90 Lehigh University 15 0.07 38.97 Lenoir-Rhyne University 17 0.08 39.05 Lesley University 11 0.05 39.10 Lewis & Clark College 13 0.06 39.16 Lewis University 17 0.08 39.24 Lewis-Clark State College 12 0.06 39.30 Liberty University 16 0.08 39.37 Life Pacific College 3 0.01 39.39 Life University 3 0.01 39.40 Limestone College 11 0.05 39.45 Lincoln Christian University 4 0.02 39.47 Lincoln College 3 0.01 39.49 Lincoln College of New England-Southington 2 0.01 39.50 Lincoln Memorial University 13 0.06 39.56 Lincoln University 30 0.14 39.70 18 0.09 39.79 Lindsey Wilson College 12 0.06 39.84 Linfield College-McMinnville Campus 17 0.08 39.92 Linfield College-Online and Continuing Education 2 0.01 39.93 Linfield College-School of Nursing 2 0.01 39.94 Lipscomb University 17 0.08 40.02 Living Arts College 1 0.00 40.03 Livingstone College 12 0.06 40.08 Lock Haven University 16 0.08 40.16 Logan University 3 0.01 40.17 Loma Linda University 3 0.01 40.19 Long Island University 18 0.09 40.27 Draft #3 Updated: 5/29/21 Longwood University 14 0.07 40.34 Loras College 17 0.08 40.42 Los Angeles College of Music 1 0.00 40.43 1 0.00 40.43 Los Angeles Pacific University 2 0.01 40.44 Louisiana College 13 0.06 40.50 Louisiana State University Health Sciences Center-New 1 0.00 40.51 Orleans Louisiana State University and Agricultural & Mechanical 15 0.07 40.58 College Louisiana State University-Alexandria 9 0.04 40.62 Louisiana State University-Shreveport 13 0.06 40.68 Louisiana Tech University 13 0.06 40.74 Lourdes University 11 0.05 40.79 Loyola Marymount University 16 0.08 40.87 Loyola University Chicago 19 0.09 40.96 Loyola University Maryland 15 0.07 41.03 Loyola University New Orleans 16 0.08 41.11 Lubbock Christian University 14 0.07 41.17 Luther College 17 0.08 41.25 Lycoming College 14 0.07 41.32 Lyndon State College 9 0.04 41.36 Lynn University 8 0.04 41.40 Lyon College 12 0.06 41.46 MCPHS University 5 0.02 41.48 MGH Institute of Health Professions 1 0.00 41.49 MacMurray College 8 0.04 41.52 14 0.07 41.59 Madison Media Institute 1 0.00 41.60 Madonna University 16 0.08 41.67 Maharishi University of Management 7 0.03 41.70 Maine College of Art 1 0.00 41.71 Maine Maritime Academy 3 0.01 41.72 Malone University 15 0.07 41.79 Manchester University 16 0.08 41.87 Manhattan Christian College 1 0.00 41.88 Manhattan College 16 0.08 41.95 Manhattan School of Music 1 0.00 41.96 Manhattanville College 15 0.07 42.03 Mansfield University of Pennsylvania 14 0.07 42.09 Maranatha Baptist University 7 0.03 42.13 Maria College of Albany 2 0.01 42.14 Marian University 27 0.13 42.26 Marietta College 14 0.07 42.33 Marist College 15 0.07 42.40 Marlboro College 14 0.07 42.47 Marlboro College Graduate & Professional Studies 1 0.00 42.47 19 0.09 42.56 Mars Hill University 14 0.07 42.63 Marshall University 18 0.09 42.71 Draft #3 Updated: 5/29/21 College 1 0.00 42.72 Martin Methodist College 11 0.05 42.77 Martin University 7 0.03 42.80 ***Mary Baldwin University 17 0.08 42.88 Marygrove College 13 0.06 42.95 Maryland Institute College of Art 2 0.01 42.96 Marylhurst University 6 0.03 42.98 Marymount California University 3 0.01 43.00 Marymount Manhattan College 10 0.05 43.05 Marymount University 15 0.07 43.12 Maryville College 15 0.07 43.19 of Saint Louis 15 0.07 43.26 Marywood University 13 0.06 43.32 Massachusetts College of Art and Design 2 0.01 43.33 Massachusetts College of Liberal Arts 12 0.06 43.39 Massachusetts Institute of Technology 12 0.06 43.44 Massachusetts Maritime Academy 2 0.01 43.45 Mayville State University 9 0.04 43.50 McDaniel College 15 0.07 43.57 McKendree University 16 0.08 43.64 McMurry University 13 0.06 43.70 McNeese State University 15 0.07 43.77 McPherson College 13 0.06 43.84 Medaille College 7 0.03 43.87 Medical University of South Carolina 1 0.00 43.87 Memphis College of Art 1 0.00 43.88 Menlo College 3 0.01 43.89 Mercer University 19 0.09 43.98 Mercy College 12 0.06 44.04 Mercy College of Health Sciences 1 0.00 44.04 Mercy College of Ohio 2 0.01 44.05 Mercyhurst University 17 0.08 44.13 Merrimack College 16 0.08 44.21 Messenger College 2 0.01 44.22 Messiah College 18 0.09 44.31 Methodist College 1 0.00 44.31 Methodist University 16 0.08 44.39 Metropolitan College of New York 1 0.00 44.39 Metropolitan State University 15 0.07 44.46 Metropolitan State University of Denver 17 0.08 44.54 Miami Dade College 5 0.02 44.57 Miami International University of Art & Design-Art Institute 2 0.01 44.58 Dallas Miami Regional College 1 0.00 44.58 Miami University-Hamilton 1 0.00 44.58 Miami University-Middletown 1 0.00 44.59 Miami University-Oxford 19 0.09 44.68 Michigan State University 19 0.09 44.77 Michigan Technological University 11 0.05 44.82 Mid-America Christian University 6 0.03 44.85 Draft #3 Updated: 5/29/21 Mid-Atlantic Christian University 3 0.01 44.86 MidAmerica Nazarene University 13 0.06 44.93 Middle Georgia State University 9 0.04 44.97 Middle Tennessee State University 19 0.09 45.06 Middlebury College 13 0.06 45.12 Middlebury Institute of International Studies at Monterey 1 0.00 45.13 Midland College 1 0.00 45.13 Midland University 12 0.06 45.19 Midstate College 1 0.00 45.19 Midway University 8 0.04 45.23 Midwestern State University 16 0.08 45.31 Miles College 11 0.05 45.36 Millennia Atlantic University 1 0.00 45.36 Millersville University of Pennsylvania 17 0.08 45.44 Milligan College 16 0.08 45.52 Millikin University 15 0.07 45.59 Millsaps College 15 0.07 45.66 Milwaukee Institute of Art & Design 1 0.00 45.67 Milwaukee School of Engineering 4 0.02 45.68 Minneapolis College of Art and Design 3 0.01 45.70 Minnesota State University Moorhead 18 0.09 45.78 Minnesota State University-Mankato 19 0.09 45.87 Minot State University 13 0.06 45.94 Misericordia University 13 0.06 46.00 Mississippi College 16 0.08 46.07 Mississippi State University 16 0.08 46.15 Mississippi University for Women 14 0.07 46.21 Mississippi Valley State University 13 0.06 46.28 Missouri Baptist University 11 0.05 46.33 Missouri Southern State University 16 0.08 46.40 Missouri State University-Springfield 17 0.08 46.48 Missouri University of Science and Technology 10 0.05 46.53 Missouri Valley College 11 0.05 46.58 Missouri Western State University 17 0.08 46.66 Mitchell College 4 0.02 46.68 Molloy College 14 0.07 46.75 Monmouth College 14 0.07 46.82 Monmouth University 15 0.07 46.89 Monroe College 4 0.02 46.91 Montana State University 16 0.08 46.98 Montana State University Billings 12 0.06 47.04 Montana State University-Northern 8 0.04 47.08 Montana Technological University 8 0.04 47.11 Montclair State University 17 0.08 47.20 Montreat College 13 0.06 47.26 Montserrat College of Art 2 0.01 47.27 Moody Bible Institute 3 0.01 47.28 Moravian College 15 0.07 47.35 Morehead State University 15 0.07 47.42 Morehouse College 15 0.07 47.49 Draft #3 Updated: 5/29/21 Morgan State University 19 0.09 47.58 Morningside College 15 0.07 47.65 Morris College 9 0.04 47.70 Mount Aloysius College 6 0.03 47.73 Mount Angel Seminary 1 0.00 47.73 Mount Carmel College of Nursing 1 0.00 47.74 Mount Marty College 11 0.05 47.79 Mount Mercy University 16 0.08 47.86 Mount Saint Joseph University 14 0.07 47.93 Mount Saint Mary College 10 0.05 47.98 Mount Saint Mary's University 16 0.08 48.05 Mount St. Mary's University 15 0.07 48.12 Mount Vernon Nazarene University 16 0.08 48.20 Mt Sierra College 2 0.01 48.21 Muhlenberg College 16 0.08 48.29 Multnomah University 5 0.02 48.31 Murray State University 18 0.09 48.39 Musicians Institute 1 0.00 48.40 Muskingum University 19 0.09 48.49 Naropa University 5 0.02 48.51 National American University-Albuquerque 2 0.01 48.52 National American University-Albuquerque West 2 0.01 48.53 National American University-Austin 1 0.00 48.54 National American University-Austin South 1 0.00 48.54 National American University-Bellevue 1 0.00 48.55 National American University-Bloomington 2 0.01 48.56 National American University-Brooklyn Center 2 0.01 48.56 National American University-Burnsville 1 0.00 48.57 National American University-Centennial 2 0.01 48.58 National American University-Colorado Springs 1 0.00 48.58 National American University-Colorado Springs South 2 0.01 48.59 National American University-Ellsworth AFB Extension 1 0.00 48.60 National American University-Georgetown 1 0.00 48.60 National American University-Houston 1 0.00 48.61 National American University-Independence 2 0.01 48.62 National American University-Indianapolis 2 0.01 48.63 National American University-Lee's Summit 2 0.01 48.64 National American University-Lewisville 1 0.00 48.64 National American University-Mesquite 1 0.00 48.65 National American University-Overland Park 2 0.01 48.65 National American University-Rapid City 2 0.01 48.66 National American University-Richardson 1 0.00 48.67 National American University-Rochester 2 0.01 48.68 National American University-Roseville 2 0.01 48.69 National American University-Sioux Falls 2 0.01 48.70 National American University-Tulsa 2 0.01 48.71 National American University-Wichita 2 0.01 48.72 National American University-Wichita West 2 0.01 48.73 National American University-Zona Rosa 2 0.01 48.74 National Louis University 10 0.05 48.78 Draft #3 Updated: 5/29/21 National Paralegal College 3 0.01 48.80 National University 15 0.07 48.87 National University of Health Sciences 3 0.01 48.88 Navajo Technical University 3 0.01 48.90 Nazarene Bible College 2 0.01 48.91 Nazareth College 18 0.09 48.99 Nebraska Methodist College of Nursing & Allied Health 1 0.00 49.00 Nebraska Wesleyan University 17 0.08 49.08 Neumann University 9 0.04 49.12 Nevada State College 8 0.04 49.16 New England College 11 0.05 49.21 New England College of Business and Finance 1 0.00 49.21 New England Culinary Institute 1 0.00 49.22 New England Institute of Technology 3 0.01 49.23 New Hampshire Institute of Art 2 0.01 49.24 New Jersey City University 16 0.08 49.32 New Jersey Institute of Technology 8 0.04 49.36 New Mexico Highlands University 14 0.07 49.42 New Mexico Institute of Mining and Technology 7 0.03 49.46 New Mexico State University-Main Campus 19 0.09 49.55 New Orleans Baptist Theological Seminary 1 0.00 49.55 1 0.00 49.55 New York Institute of Technology 12 0.06 49.61 New York School of Interior Design 1 0.00 49.62 New York University 20 0.09 49.71 Newberry College 16 0.08 49.79 Newbury College 4 0.02 49.81 Newman University 13 0.06 49.87 Newschool of Architecture and Design 2 0.01 49.88 Niagara University 20 0.09 49.97 Nicholls State University 13 0.06 50.03 Nichols College 5 0.02 50.06 Nightingale College 1 0.00 50.06 Norfolk State University 15 0.07 50.13 North American University 2 0.01 50.14 North Carolina A & T State University 17 0.08 50.22 North Carolina Central University 14 0.07 50.29 North Carolina State University at Raleigh 16 0.08 50.36 North Carolina Wesleyan College 12 0.06 50.42 North Central College 15 0.07 50.49 8 0.04 50.53 North Dakota State University-Main Campus 17 0.08 50.61 North Greenville University 10 0.05 50.66 North Park University 16 0.08 50.73 North Seattle College 1 0.00 50.74 Northcentral University 3 0.01 50.75 Northeastern Illinois University 17 0.08 50.83 Northeastern State University 17 0.08 50.91 Northeastern University 18 0.09 51.00 Northeastern University Lifelong Learning Network 11 0.05 51.05 Draft #3 Updated: 5/29/21 Northern Arizona University 20 0.09 51.15 Northern Illinois University 16 0.08 51.22 Northern Kentucky University 16 0.08 51.30 Northern Michigan University 18 0.09 51.38 Northern New Mexico College 7 0.03 51.42 Northern State University 12 0.06 51.47 Northern Vermont University 10 0.05 51.52 Northland College 13 0.06 51.58 Northwest Christian University 9 0.04 51.62 Northwest College of Art & Design 2 0.01 51.63 Northwest Florida State College 3 0.01 51.65 Northwest Indian College 2 0.01 51.66 Northwest Missouri State University 14 0.07 51.72 Northwest Nazarene University 16 0.08 51.80 Northwest University 12 0.06 51.86 Northwest University-College of Adult and Professional 4 0.02 51.88 Studies Northwestern College 16 0.08 51.95 Northwestern Health Sciences University 3 0.01 51.97 Northwestern Oklahoma State University 14 0.07 52.03 Northwestern State University of Louisiana 12 0.06 52.09 Northwestern University 17 0.08 52.17 Northwood University 2 0.01 52.18 Norwich University 13 0.06 52.24 Nossi College of Art 1 0.00 52.25 Notre Dame College 12 0.06 52.30 Notre Dame de Namur University 10 0.05 52.35 ***Notre Dame of Maryland University 15 0.07 52.42 Nova Southeastern University 15 0.07 52.49 Nueta Hidatsa Sahnish College 2 0.01 52.50 Nyack College 12 0.06 52.56 Oak Hills Christian College 2 0.01 52.57 Oakland City University 10 0.05 52.62 Oakland University 20 0.09 52.71 Oakwood University 14 0.07 52.78 Oberlin College 13 0.06 52.84 13 0.06 52.90 Oglala Lakota College 4 0.02 52.92 Oglethorpe University 15 0.07 52.99 Ohio Christian University 5 0.02 53.01 Ohio Dominican University 16 0.08 53.09 Ohio Northern University 15 0.07 53.16 Ohio State University-Lima Campus 9 0.04 53.20 Ohio State University-Main Campus 20 0.09 53.30 Ohio State University-Mansfield Campus 7 0.03 53.33 Ohio State University-Marion Campus 8 0.04 53.37 Ohio State University-Newark Campus 7 0.03 53.40 Ohio University-Main Campus 20 0.09 53.50 Ohio Valley University 8 0.04 53.53 Ohio Wesleyan University 16 0.08 53.61 Draft #3 Updated: 5/29/21 Oklahoma Baptist University 17 0.08 53.69 Oklahoma Christian University 13 0.06 53.75 Oklahoma City University 16 0.08 53.83 Oklahoma Panhandle State University 10 0.05 53.88 Oklahoma State University-Main Campus 18 0.09 53.96 Oklahoma Wesleyan University 11 0.05 54.01 Old Dominion University 18 0.09 54.10 11 0.05 54.15 Olivet Nazarene University 17 0.08 54.23 Olympic College 1 0.00 54.24 Oral Roberts University 17 0.08 54.32 Oregon College of Art and Craft 1 0.00 54.32 Oregon Health & Science University 1 0.00 54.33 Oregon Institute of Technology 7 0.03 54.36 Oregon State University 17 0.08 54.44 Otis College of Art and Design 1 0.00 54.44 Ottawa University-Jeffersonville 4 0.02 54.46 Ottawa University-Kansas City 8 0.04 54.50 Ottawa University-Milwaukee 3 0.01 54.51 Ottawa University-Online 7 0.03 54.55 Ottawa University-Ottawa 11 0.05 54.60 Ottawa University-Phoenix 7 0.03 54.63 Otterbein University 17 0.08 54.71 Ouachita Baptist University 22 0.10 54.82 Our Lady of the Lake University 16 0.08 54.89 Pace University 16 0.08 54.97 Pacific College 2 0.01 54.98 Pacific College of Oriental Medicine-New York 1 0.00 54.98 Pacific Lutheran University 18 0.09 55.07 Pacific Northwest College of Art 2 0.01 55.08 1 0.00 55.08 Pacific Rim Christian University 2 0.01 55.09 Pacific States University 1 0.00 55.10 Pacific Union College 14 0.07 55.16 Pacific University 17 0.08 55.24 Paier College of Art Inc 1 0.00 55.25 Paine College 12 0.06 55.31 Palm Beach Atlantic University 13 0.06 55.37 Palm Beach State College 2 0.01 55.38 Palo Alto University 1 0.00 55.38 Park University 16 0.08 55.46 Parker University 2 0.01 55.47 Pasco-Hernando State College 2 0.01 55.48 Paul Quinn College 10 0.05 55.52 Paul Smiths College of Arts and Science 3 0.01 55.54 Peirce College 1 0.00 55.54 Peninsula College 1 0.00 55.55 Pennsylvania Academy of the Fine Arts 1 0.00 55.55 Pennsylvania College of Art and Design 1 0.00 55.56 Pennsylvania College of Health Sciences 1 0.00 55.56 Draft #3 Updated: 5/29/21 Pennsylvania College of Technology 3 0.01 55.58 Pennsylvania State University-Main Campus 18 0.09 55.66 Pennsylvania State University-Penn State Abington 10 0.05 55.71 Pennsylvania State University-Penn State Altoona 12 0.06 55.77 Pennsylvania State University-Penn State Beaver 3 0.01 55.78 Pennsylvania State University-Penn State Berks 9 0.04 55.82 Pennsylvania State University-Penn State Brandywine 8 0.04 55.86 Pennsylvania State University-Penn State DuBois 3 0.01 55.87 Pennsylvania State University-Penn State Erie-Behrend 14 0.07 55.94 College Pennsylvania State University-Penn State Fayette- Eberly 4 0.02 55.96 Pennsylvania State University-Penn State Greater Allegheny 4 0.02 55.98 Pennsylvania State University-Penn State Harrisburg 11 0.05 56.03 Pennsylvania State University-Penn State Hazleton 3 0.01 56.05 Pennsylvania State University-Penn State Lehigh Valley 4 0.02 56.06 Pennsylvania State University-Penn State Mont Alto 3 0.01 56.08 Pennsylvania State University-Penn State New Kensington 5 0.02 56.10 Pennsylvania State University-Penn State Schuylkill 4 0.02 56.12 Pennsylvania State University-Penn State Scranton 5 0.02 56.14 Pennsylvania State University-Penn State Shenango 2 0.01 56.15 Pennsylvania State University-Penn State Wilkes-Barre 3 0.01 56.17 Pennsylvania State University-Penn State York 4 0.02 56.19 Pennsylvania State University-World Campus 10 0.05 56.23 Pensacola State College 2 0.01 56.24 15 0.07 56.32 Peru State College 8 0.04 56.35 Pfeiffer University 15 0.07 56.42 Philander Smith College 11 0.05 56.48 Phillips School of Nursing at Mount Sinai Beth Israel 1 0.00 56.48 Piedmont College 14 0.07 56.55 Pillar College 4 0.02 56.57 Pima Medical Institute-Tucson 1 0.00 56.57 Pine Manor College 10 0.05 56.62 Pioneer Pacific College 1 0.00 56.62 Pittsburg State University 15 0.07 56.69 17 0.08 56.77 Platt College 2 0.01 56.78 Platt College-Aurora 2 0.01 56.79 Platt College-Los Angeles 1 0.00 56.80 Platt College-Miller-Motte-Wilmington 2 0.01 56.81 Platt College-OKC-Memorial 2 0.01 56.82 Platt College-Ontario 1 0.00 56.82 Platt College-Riverside 1 0.00 56.83 Platt College-San Diego 1 0.00 56.83 Plaza College 1 0.00 56.84 Plymouth State University 16 0.08 56.91 Point Loma Nazarene University 17 0.08 56.99 Point Park University 11 0.05 57.04 Point University 8 0.04 57.08 Polk State College 2 0.01 57.09 Draft #3 Updated: 5/29/21 Polytechnic University of Puerto Rico-Miami 1 0.00 57.10 Polytechnic University of Puerto Rico-Orlando 2 0.01 57.11 15 0.07 57.18 Pontifical College Josephinum 1 0.00 57.18 Portland State University 19 0.09 57.27 Post University 7 0.03 57.31 Potomac State College of West Virginia University 1 0.00 57.31 Prairie View A & M University 14 0.07 57.38 Pratt Institute-Main 4 0.02 57.40 Presbyterian College 13 0.06 57.46 Prescott College 8 0.04 57.49 Presentation College 7 0.03 57.53 Princeton University 13 0.06 57.59 Principia College 15 0.07 57.66 Providence Christian College 5 0.02 57.68 Providence College 17 0.08 57.76 Provo College 3 0.01 57.78 Purdue University Fort Wayne 17 0.08 57.86 Purdue University Global-Augusta 6 0.03 57.89 Purdue University Global-Cedar Falls 6 0.03 57.92 Purdue University Global-Cedar Rapids 6 0.03 57.94 Purdue University Global-Davenport 7 0.03 57.98 Purdue University Global-Des Moines 6 0.03 58.01 Purdue University Global-Hagerstown 6 0.03 58.03 Purdue University Global-Lewiston 6 0.03 58.06 Purdue University Global-Lincoln 6 0.03 58.09 Purdue University Global-Mason City 6 0.03 58.12 Purdue University Global-Omaha 6 0.03 58.15 Purdue University-Main Campus 18 0.09 58.23 Queens University of Charlotte 17 0.08 58.31 Quincy University 13 0.06 58.38 Quinnipiac University 15 0.07 58.45 Radford University 16 0.08 58.52 Ramapo College of New Jersey 14 0.07 58.59 Randall University 5 0.02 58.61 Randolph College 16 0.08 58.69 Randolph-Macon College 16 0.08 58.76 Ranken Technical College 1 0.00 58.77 Rasmussen College-Florida 4 0.02 58.79 Rasmussen College-Illinois 2 0.01 58.80 Rasmussen College-Kansas 3 0.01 58.81 Rasmussen College-Minnesota 2 0.01 58.82 Rasmussen College-North Dakota 3 0.01 58.84 Rasmussen College-Wisconsin 2 0.01 58.84 Reed College 14 0.07 58.91 Regent University 9 0.04 58.95 Regis College 14 0.07 59.02 Regis University 16 0.08 59.10 Reinhardt University 12 0.06 59.15 Remington College-Heathrow Campus 2 0.01 59.16 Draft #3 Updated: 5/29/21 Remington College-Honolulu Campus 1 0.00 59.17 Rensselaer Polytechnic Institute 10 0.05 59.21 Research College of Nursing 1 0.00 59.22 Resurrection University 1 0.00 59.22 Rhode Island College 17 0.08 59.30 Rhode Island School of Design 1 0.00 59.31 Rhodes College 14 0.07 59.38 Rice University 14 0.07 59.44 Rider University 17 0.08 59.52 Ringling College of Art and Design 2 0.01 59.53 Ripon College 14 0.07 59.60 Rivier University 14 0.07 59.66 Roanoke College 15 0.07 59.74 Robert Morris University 14 0.07 59.80 Robert Morris University Illinois 2 0.01 59.81 Roberts Wesleyan College 13 0.06 59.87 Rochester College 10 0.05 59.92 Rochester Institute of Technology 12 0.06 59.98 Rockford University 14 0.07 60.04 15 0.07 60.11 Rocky Mountain College 12 0.06 60.17 Rocky Mountain College of Art and Design 2 0.01 60.18 Roger Williams University 16 0.08 60.26 Rogers State University 6 0.03 60.29 Rollins College 17 0.08 60.37 Roosevelt University 16 0.08 60.44 Rose-Hulman Institute of Technology 5 0.02 60.47 Roseman University of Health Sciences 2 0.01 60.47 Rosemont College 13 0.06 60.54 Rowan University 17 0.08 60.62 Rust College 12 0.06 60.67 Rutgers University-Camden 15 0.07 60.74 Rutgers University-New Brunswick 18 0.09 60.83 Rutgers University-Newark 16 0.08 60.91 SAE Expression College 2 0.01 60.92 SUNY Buffalo State 16 0.08 60.99 SUNY College at Brockport 17 0.08 61.07 SUNY College at Geneseo 16 0.08 61.15 SUNY College at Old Westbury 14 0.07 61.21 SUNY College at Oswego 16 0.08 61.29 SUNY College at Plattsburgh 17 0.08 61.37 SUNY College at Potsdam 15 0.07 61.44 SUNY College of Agriculture and Technology at Cobleskill 6 0.03 61.47 SUNY College of Environmental Science and Forestry 4 0.02 61.49 SUNY College of Technology at Alfred 2 0.01 61.50 SUNY College of Technology at Canton 5 0.02 61.52 SUNY College of Technology at Delhi 2 0.01 61.53 SUNY Cortland 17 0.08 61.61 SUNY Downstate Medical Center 1 0.00 61.62 SUNY Empire State College 8 0.04 61.65 Draft #3 Updated: 5/29/21 SUNY Maritime College 3 0.01 61.67 SUNY Morrisville 4 0.02 61.69 SUNY Oneonta 16 0.08 61.76 SUNY Polytechnic Institute 8 0.04 61.80 SUNY at Albany 16 0.08 61.88 SUNY at Fredonia 15 0.07 61.95 SUNY at Purchase College 13 0.06 62.01 Sacred Heart Major Seminary 3 0.01 62.02 Sacred Heart University 15 0.07 62.09 Saginaw Valley State University 15 0.07 62.17 Saint Ambrose University 17 0.08 62.25 Saint Anselm College 18 0.09 62.33 Saint Anthony College of Nursing 1 0.00 62.34 Saint Augustine College 2 0.01 62.35 Saint Augustine's University 15 0.07 62.42 Saint Charles Borromeo Seminary-Overbrook 1 0.00 62.42 Saint Cloud State University 20 0.09 62.52 Saint Edward's University 16 0.08 62.59 Saint Francis Medical Center College of Nursing 1 0.00 62.60 Saint Francis University 17 0.08 62.68 Saint John Fisher College 16 0.08 62.75 Saint John Vianney College Seminary 2 0.01 62.76 Saint Johns River State College 3 0.01 62.78 Saint Johns University 15 0.07 62.85 Saint Joseph Seminary College 2 0.01 62.86 Saint Joseph's College of Maine 11 0.05 62.91 Saint Joseph's University 16 0.08 62.99 Saint Leo University 13 0.06 63.05 19 0.09 63.14 Saint Luke's College of Health Sciences 1 0.00 63.14 Saint Martin's University 15 0.07 63.21 Saint Mary's College of California 16 0.08 63.29 Saint Mary's 15 0.07 63.36 Saint Mary-of-the-Woods College 9 0.04 63.40 Saint Michael's College 17 0.08 63.48 Saint Norbert College 15 0.07 63.55 Saint Peter's University 16 0.08 63.63 Saint Vincent College 15 0.07 63.70 Saint Xavier University 15 0.07 63.77 Salem State University 16 0.08 63.85 Salem University 4 0.02 63.87 Salisbury University 16 0.08 63.94 Salish Kootenai College 8 0.04 63.98 Salve Regina University 17 0.08 64.06 Sam Houston State University 14 0.07 64.13 Samford University 18 0.09 64.21 Samuel Merritt University 1 0.00 64.22 San Diego Christian College 7 0.03 64.25 San Diego State University 19 0.09 64.34 San Francisco Art Institute 1 0.00 64.35 Draft #3 Updated: 5/29/21 San Francisco Conservatory of Music 1 0.00 64.35 San Francisco State University 19 0.09 64.44 San Ignacio University 1 0.00 64.44 San Jose State University 19 0.09 64.53 Santa Barbara Business College-Bakersfield 1 0.00 64.54 Santa Barbara Business College-Santa Maria 1 0.00 64.54 Santa Clara University 16 0.08 64.62 Santa Fe College 5 0.02 64.64 Savannah College of Art and Design 4 0.02 64.66 Savannah State University 13 0.06 64.72 Schiller International University 2 0.01 64.73 School of Visual Arts 2 0.01 64.74 School of the Art Institute of Chicago 2 0.01 64.75 Schreiner University 15 0.07 64.82 Seattle Pacific University 17 0.08 64.90 Seattle University 18 0.09 64.99 Selma University 4 0.02 65.01 Seminole State College of Florida 2 0.01 65.02 Sentara College of Health Sciences 2 0.01 65.03 Seton Hall University 18 0.09 65.11 Seton Hill University 15 0.07 65.18 Shasta Bible College and Graduate School 1 0.00 65.19 Shaw University 13 0.06 65.25 Shawnee State University 14 0.07 65.32 Shenandoah University 16 0.08 65.39 Shepherd University 16 0.08 65.47 Shippensburg University of Pennsylvania 15 0.07 65.54 Shorter University 15 0.07 65.61 Shorter University-College of Adult & Professional Programs 2 0.01 65.62 Siena College 14 0.07 65.69 Siena Heights University 15 0.07 65.76 Sierra Nevada College 5 0.02 65.78 Silver Lake College of the Holy Family 9 0.04 65.82 Simmons College of Kentucky 4 0.02 65.84 Simpson College 17 0.08 65.92 Simpson University 12 0.06 65.98 Sinte Gleska University 4 0.02 66.00 Sitting Bull College 2 0.01 66.01 Skidmore College 16 0.08 66.08 Slippery Rock University of Pennsylvania 16 0.08 66.16 Snow College 1 0.00 66.16 Sofia University 1 0.00 66.17 Sonoma State University 18 0.09 66.25 South Carolina State University 15 0.07 66.33 South College 3 0.01 66.34 South Dakota School of Mines and Technology 4 0.02 66.36 South Dakota State University 16 0.08 66.43 South Florida Bible College and Theological Seminary 2 0.01 66.44 South Florida State College 3 0.01 66.46 South Georgia State College 2 0.01 66.47 Draft #3 Updated: 5/29/21 South Seattle College 2 0.01 66.48 South Texas College 1 0.00 66.48 South University-Austin 3 0.01 66.50 South University-Cleveland 3 0.01 66.51 South University-Columbia 5 0.02 66.53 South University-High Point 3 0.01 66.55 South University-Montgomery 3 0.01 66.56 South University-Novi 3 0.01 66.58 South University-Savannah 3 0.01 66.59 South University-Tampa 3 0.01 66.61 South University-West Palm Beach 3 0.01 66.62 South University‚ÄìRichmond 3 0.01 66.63 South University‚ÄìSavannah Online 3 0.01 66.65 South University‚ÄìVirginia Beach 3 0.01 66.66 Southeast Missouri Hospital College of Nursing and Health 1 0.00 66.67 Sciences Southeast Missouri State University 16 0.08 66.74 Southeastern Baptist College 1 0.00 66.75 Southeastern Baptist Theological Seminary 4 0.02 66.77 Southeastern Louisiana University 15 0.07 66.84 Southeastern Oklahoma State University 12 0.06 66.89 Southeastern University 12 0.06 66.95 Southern Adventist University 16 0.08 67.03 Southern Arkansas University Main Campus 14 0.07 67.09 Southern California Institute of Technology 2 0.01 67.10 Southern California University of Health Sciences 3 0.01 67.12 Southern Connecticut State University 17 0.08 67.20 Southern Illinois University-Carbondale 17 0.08 67.28 Southern Illinois University-Edwardsville 17 0.08 67.36 Southern Methodist University 16 0.08 67.43 Southern Nazarene University 15 0.07 67.51 Southern New Hampshire University 13 0.06 67.57 Southern Oregon University 13 0.06 67.63 Southern Technical College 3 0.01 67.64 Southern University and A & M College 15 0.07 67.71 Southern University at New Orleans 8 0.04 67.75 Southern Utah University 16 0.08 67.83 Southern Vermont College 7 0.03 67.86 Southern Virginia University 9 0.04 67.90 Southern Wesleyan University 11 0.05 67.96 Southwest Baptist University 15 0.07 68.03 Southwest Minnesota State University 15 0.07 68.10 Southwest University at El Paso 2 0.01 68.11 Southwest University of Visual Arts-Albuquerque 2 0.01 68.12 Southwest University of Visual Arts-Tucson 2 0.01 68.13 Southwestern Adventist University 13 0.06 68.19 Southwestern Assemblies of God University 8 0.04 68.23 Southwestern Christian University 7 0.03 68.26 Southwestern College 12 0.06 68.32 Southwestern Oklahoma State University 14 0.07 68.38 Draft #3 Updated: 5/29/21 Southwestern University 15 0.07 68.45 Spalding University 8 0.04 68.49 Spokane Falls Community College 1 0.00 68.50 Spring Arbor University 15 0.07 68.57 Spring Hill College 16 0.08 68.64 Springfield College 11 0.05 68.69 St Bonaventure University 14 0.07 68.76 St Francis College 15 0.07 68.83 St John's University-New York 15 0.07 68.90 St Lawrence University 13 0.06 68.96 St Luke's College 1 0.00 68.97 St Mary's College of Maryland 12 0.06 69.03 St Olaf College 14 0.07 69.09 St Petersburg College 5 0.02 69.12 St Vincent's College 1 0.00 69.12 St. Andrews University 8 0.04 69.16 St. John's College-Department of Nursing 3 0.01 69.17 St. Joseph's College-New York 14 0.07 69.24 St. Louis College of Pharmacy 3 0.01 69.25 St. Mary's University 16 0.08 69.33 St. Thomas Aquinas College 10 0.05 69.38 St. Thomas University 13 0.06 69.44 1 0.00 69.44 Stanford University 15 0.07 69.51 State College of Florida-Manatee-Sarasota 3 0.01 69.53 State University of New York at New Paltz 17 0.08 69.61 Stephen F Austin State University 17 0.08 69.69 Sterling College 13 0.06 69.75 Stetson University 16 0.08 69.83 Stevens Institute of Technology 7 0.03 69.86 Stevens-Henager College 9 0.04 69.90 Stevens-The Institute of Business & Arts 2 0.01 69.91 Stevenson University 11 0.05 69.96 Stillman College 11 0.05 70.02 Stockton University 17 0.08 70.10 Stonehill College 17 0.08 70.18 Stony Brook University 18 0.09 70.26 Stratford University 2 0.01 70.27 Strayer University-Alabama 2 0.01 70.28 Strayer University-Arkansas 2 0.01 70.29 Strayer University-Delaware 2 0.01 70.30 Strayer University-District of Columbia 2 0.01 70.31 Strayer University-Florida 2 0.01 70.32 Strayer University-Georgia 2 0.01 70.33 Strayer University-Global Region 2 0.01 70.34 Strayer University-Maryland 2 0.01 70.35 Strayer University-Mississippi 2 0.01 70.36 Strayer University-New Jersey 2 0.01 70.37 Strayer University-North Carolina 2 0.01 70.38 Strayer University-Pennsylvania 2 0.01 70.39 Draft #3 Updated: 5/29/21 Strayer University-South Carolina 2 0.01 70.40 Strayer University-Tennessee 2 0.01 70.40 Strayer University-Texas 2 0.01 70.41 Strayer University-Virginia 2 0.01 70.42 Strayer University-West Virginia 2 0.01 70.43 Suffolk University 18 0.09 70.52 Sul Ross State University 10 0.05 70.57 Sullivan College of Technology and Design 1 0.00 70.57 Sullivan University 2 0.01 70.58 Summit Christian College 2 0.01 70.59 Susquehanna University 15 0.07 70.66 Swarthmore College 15 0.07 70.73 ***Sweet Briar College 14 0.07 70.80 Syracuse University 18 0.09 70.88 Tabor College 13 0.06 70.94 Talladega College 12 0.06 71.00 Tarleton State University 16 0.08 71.08 Taylor University 18 0.09 71.16 Temple University 19 0.09 71.25 Tennessee State University 15 0.07 71.32 Tennessee Technological University 14 0.07 71.39 Tennessee Wesleyan University 11 0.05 71.44 Texas A & M International University 12 0.06 71.50 Texas A & M University-Central Texas 9 0.04 71.54 Texas A & M University-College Station 16 0.08 71.62 Texas A & M University-Commerce 14 0.07 71.68 Texas A & M University-Corpus Christi 15 0.07 71.75 Texas A & M University-Kingsville 13 0.06 71.82 Texas A&M University-San Antonio 9 0.04 71.86 Texas A&M University-Texarkana 11 0.05 71.91 Texas Christian University 18 0.09 72.00 Texas College 10 0.05 72.04 Texas Lutheran University 16 0.08 72.12 Texas Southern University 15 0.07 72.19 Texas State University 19 0.09 72.28 Texas Tech University 16 0.08 72.36 Texas Tech University Health Sciences Center 1 0.00 72.36 Texas Wesleyan University 13 0.06 72.42 ***Texas Woman's University 12 0.06 72.48 The Art Institute of Atlanta 2 0.01 72.49 The Art Institute of Austin 2 0.01 72.50 The Art Institute of Charleston 2 0.01 72.51 The Art Institute of Charlotte 2 0.01 72.52 The Art Institute of Cincinnati-AIC College of Design 1 0.00 72.52 The Art Institute of Colorado 2 0.01 72.53 The Art Institute of Fort Lauderdale 2 0.01 72.54 The Art Institute of Houston 2 0.01 72.55 The Art Institute of Indianapolis 2 0.01 72.56 The Art Institute of Las Vegas 2 0.01 72.57 The Art Institute of Michigan 2 0.01 72.58 Draft #3 Updated: 5/29/21 The Art Institute of Ohio-Cincinnati 2 0.01 72.59 The Art Institute of Philadelphia 2 0.01 72.60 The Art Institute of Phoenix 2 0.01 72.61 The Art Institute of Pittsburgh 2 0.01 72.62 The Art Institute of Pittsburgh-Online Division 2 0.01 72.63 The Art Institute of Portland 2 0.01 72.64 The Art Institute of Raleigh-Durham 2 0.01 72.65 The Art Institute of San Antonio 2 0.01 72.65 The Art Institute of Seattle 2 0.01 72.66 The Art Institute of Tennessee-Nashville 2 0.01 72.67 The Art Institute of Virginia Beach 2 0.01 72.68 The Art Institute of Washington 2 0.01 72.69 The Baptist College of Florida 6 0.03 72.72 The Chicago School of Professional Psychology at Los 1 0.00 72.73 Angeles The Christ College of Nursing and Health Sciences 1 0.00 72.73 The College of Health Care Professions-Northwest 1 0.00 72.74 The College of Idaho 14 0.07 72.80 The College of New Jersey 18 0.09 72.89 The College of New Rochelle 17 0.08 72.97 The College of Saint Rose 16 0.08 73.04 The College of Saint Scholastica 14 0.07 73.11 The College of Westchester 2 0.01 73.12 The College of Wooster 15 0.07 73.19 The Creative Center 1 0.00 73.19 The Illinois Institute of Art-Chicago 2 0.01 73.20 The Illinois Institute of Art-Schaumburg 2 0.01 73.21 The Juilliard School 1 0.00 73.22 The King's College 4 0.02 73.24 The Master's University and Seminary 9 0.04 73.28 The New England Conservatory of Music 1 0.00 73.29 The New School 10 0.05 73.33 The Restaurant School at Walnut Hill College 1 0.00 73.34 The Sage Colleges 15 0.07 73.41 The Southern Baptist Theological Seminary 2 0.01 73.42 The University of Alabama 19 0.09 73.51 The University of Findlay 15 0.07 73.58 The University of Montana 16 0.08 73.65 The University of Montana-Western 9 0.04 73.70 The University of Tampa 16 0.08 73.77 The University of Tennessee Health Science Center 1 0.00 73.78 The University of Tennessee-Chattanooga 16 0.08 73.85 The University of Tennessee-Knoxville 17 0.08 73.93 The University of Tennessee-Martin 17 0.08 74.01 The University of Texas Health Science Center at Houston 1 0.00 74.02 The University of Texas Health Science Center at San Antonio 1 0.00 74.02 The University of Texas MD Anderson Cancer Center 3 0.01 74.04 The University of Texas Medical Branch 1 0.00 74.04 The University of Texas Rio Grande Valley 17 0.08 74.12 The University of Texas at Arlington 16 0.08 74.20 Draft #3 Updated: 5/29/21 The University of Texas at Austin 18 0.09 74.28 The University of Texas at Dallas 13 0.06 74.35 The University of Texas at El Paso 19 0.09 74.44 The University of Texas at San Antonio 17 0.08 74.52 The University of Texas at Tyler 13 0.06 74.58 The University of Texas of the Permian Basin 14 0.07 74.64 The University of Virginia's College at Wise 6 0.03 74.67 The University of West Florida 17 0.08 74.75 The University of the Arts 4 0.02 74.77 The University of the South 11 0.05 74.82 Thiel College 14 0.07 74.89 Thomas College 6 0.03 74.92 Thomas Edison State University 2 0.01 74.93 Thomas Jefferson University 2 0.01 74.94 Thomas More College 15 0.07 75.01 Thomas University 6 0.03 75.04 Tiffin University 9 0.04 75.08 Toccoa Falls College 10 0.05 75.13 Tougaloo College 12 0.06 75.18 Touro College 15 0.07 75.26 Touro University Nevada 1 0.00 75.26 Touro University Worldwide 4 0.02 75.28 Towson University 16 0.08 75.36 Transylvania University 15 0.07 75.43 Trevecca Nazarene University 16 0.08 75.50 Trident University International 1 0.00 75.51 Trine University 10 0.05 75.55 Trine University-Regional/Non-Traditional Campuses 3 0.01 75.57 Trinity Baptist College 5 0.02 75.59 Trinity Bible College and Graduate School 1 0.00 75.60 Trinity Christian College 15 0.07 75.67 Trinity College 14 0.07 75.73 Trinity College of Florida 3 0.01 75.75 Trinity College of Nursing & Health Sciences 1 0.00 75.75 Trinity International University-Florida 3 0.01 75.77 Trinity International University-Illinois 10 0.05 75.81 Trinity University 17 0.08 75.90 Trocaire College 1 0.00 75.90 Troy University 15 0.07 75.97 Truett McConnell University 8 0.04 76.01 Truman State University 15 0.07 76.08 Tufts University 15 0.07 76.15 Tulane University of Louisiana 18 0.09 76.24 Turtle Mountain Community College 1 0.00 76.24 Tusculum University 17 0.08 76.32 Tuskegee University 14 0.07 76.39 Unilatina International College 2 0.01 76.40 Union College 40 0.19 76.59 Union Institute & University 5 0.02 76.61 Union University 17 0.08 76.69 Draft #3 Updated: 5/29/21 United States Air Force Academy 10 0.05 76.74 United States Coast Guard Academy 5 0.02 76.76 United States Merchant Marine Academy 1 0.00 76.77 United States Military Academy 24 0.11 76.88 United States Naval Academy 8 0.04 76.92 United States Sports Academy 1 0.00 76.92 United States University 2 0.01 76.93 United Tribes Technical College 2 0.01 76.94 Unity College 4 0.02 76.96 University at Buffalo 16 0.08 77.04 University of Advancing Technology 2 0.01 77.05 University of Akron Main Campus 18 0.09 77.13 University of Alabama at Birmingham 18 0.09 77.22 University of Alabama in Huntsville 15 0.07 77.29 University of Alaska Anchorage 18 0.09 77.37 University of Alaska Fairbanks 16 0.08 77.45 University of Alaska Southeast 7 0.03 77.48 University of Antelope Valley 2 0.01 77.49 University of Arizona 18 0.09 77.58 University of Arizona-South 8 0.04 77.62 University of Arkansas 20 0.09 77.71 University of Arkansas at Little Rock 17 0.08 77.79 University of Arkansas at Monticello 13 0.06 77.85 University of Arkansas at Pine Bluff 12 0.06 77.91 University of Arkansas for Medical Sciences 1 0.00 77.91 University of Arkansas-Fort Smith 13 0.06 77.98 University of Baltimore 11 0.05 78.03 University of Bridgeport 12 0.06 78.08 University of California-Berkeley 17 0.08 78.16 University of California-Davis 17 0.08 78.25 University of California-Irvine 18 0.09 78.33 University of California-Los Angeles 15 0.07 78.40 University of California-Merced 12 0.06 78.46 University of California-Riverside 15 0.07 78.53 University of California-San Diego 17 0.08 78.61 University of California-Santa Barbara 15 0.07 78.68 University of California-Santa Cruz 15 0.07 78.75 University of Central Arkansas 16 0.08 78.83 University of Central Florida 18 0.09 78.91 University of Central Missouri 17 0.08 78.99 University of Central Oklahoma 17 0.08 79.07 University of Charleston 11 0.05 79.13 University of Chicago 13 0.06 79.19 University of Cincinnati-Main Campus 19 0.09 79.28 University of Colorado Boulder 16 0.08 79.35 University of Colorado Colorado Springs 17 0.08 79.43 University of Colorado Denver/Anschutz Medical Campus 18 0.09 79.52 University of Connecticut 17 0.08 79.60 University of Dallas 12 0.06 79.66 University of Dayton 16 0.08 79.73 Draft #3 Updated: 5/29/21 University of Delaware 19 0.09 79.82 University of Denver 16 0.08 79.90 University of Detroit Mercy 18 0.09 79.98 University of Dubuque 12 0.06 80.04 University of Evansville 18 0.09 80.13 University of Florida 18 0.09 80.21 University of Florida-Online 9 0.04 80.25 University of Fort Lauderdale 1 0.00 80.26 University of Georgia 19 0.09 80.35 University of Hartford 18 0.09 80.43 University of Hawaii Maui College 1 0.00 80.44 University of Hawaii at Hilo 15 0.07 80.51 University of Hawaii at Manoa 19 0.09 80.60 University of Hawaii-West Oahu 2 0.01 80.61 University of Holy Cross 7 0.03 80.64 University of Houston 16 0.08 80.72 University of Houston-Clear Lake 15 0.07 80.79 University of Houston-Downtown 14 0.07 80.86 University of Houston-Victoria 9 0.04 80.90 University of Idaho 17 0.08 80.98 University of Illinois at Chicago 18 0.09 81.06 University of Illinois at Springfield 13 0.06 81.13 University of Illinois at Urbana-Champaign 18 0.09 81.21 University of Indianapolis 18 0.09 81.30 University of Iowa 20 0.09 81.39 University of Jamestown 13 0.06 81.45 University of Kansas 18 0.09 81.54 University of Kentucky 19 0.09 81.63 16 0.08 81.70 University of Louisiana at Lafayette 14 0.07 81.77 University of Louisiana at Monroe 14 0.07 81.84 University of Louisville 19 0.09 81.93 University of Lynchburg 17 0.08 82.01 University of Maine 19 0.09 82.10 University of Maine at Augusta 5 0.02 82.12 University of Maine at Farmington 11 0.05 82.17 University of Maine at Fort Kent 5 0.02 82.20 University of Maine at Machias 6 0.03 82.22 University of Maine at Presque Isle 9 0.04 82.27 University of Management and Technology 1 0.00 82.27 University of Mary 15 0.07 82.34 University of Mary Hardin-Baylor 16 0.08 82.42 University of Mary Washington 15 0.07 82.49 University of Maryland Eastern Shore 12 0.06 82.55 University of Maryland, Baltimore 1 0.00 82.55 University of Maryland-Baltimore County 17 0.08 82.63 University of Maryland-College Park 17 0.08 82.71 University of Maryland-University College 9 0.04 82.76 University of Massachusetts-Amherst 18 0.09 82.84 University of Massachusetts-Boston 18 0.09 82.93 Draft #3 Updated: 5/29/21 University of Massachusetts-Dartmouth 16 0.08 83.00 University of Massachusetts-Lowell 16 0.08 83.08 University of Memphis 19 0.09 83.17 University of Miami 19 0.09 83.26 University of Michigan-Ann Arbor 17 0.08 83.34 University of Michigan-Dearborn 19 0.09 83.43 University of Michigan-Flint 18 0.09 83.51 University of Minnesota-Crookston 7 0.03 83.55 University of Minnesota-Duluth 19 0.09 83.64 University of Minnesota-Morris 14 0.07 83.70 University of Minnesota-Twin Cities 18 0.09 83.79 University of Mississippi 19 0.09 83.88 -Columbia 18 0.09 83.96 University of Missouri-Kansas City 16 0.08 84.04 University of Missouri-St Louis 17 0.08 84.12 University of Mobile 13 0.06 84.18 University of Montevallo 13 0.06 84.24 University of Mount Olive 11 0.05 84.30 University of Mount Union 18 0.09 84.38 University of Nebraska Medical Center 1 0.00 84.39 University of Nebraska at Kearney 16 0.08 84.46 University of Nebraska at Omaha 17 0.08 84.54 University of Nebraska-Lincoln 17 0.08 84.62 University of Nevada-Las Vegas 19 0.09 84.71 University of Nevada-Reno 18 0.09 84.80 University of New England 12 0.06 84.85 University of New Hampshire at Manchester 7 0.03 84.89 University of New Hampshire-Main Campus 19 0.09 84.98 University of New Haven 12 0.06 85.03 University of New Mexico-Main Campus 17 0.08 85.11 University of New Orleans 14 0.07 85.18 University of North Alabama 14 0.07 85.25 University of North Carolina School of the Arts 1 0.00 85.25 University of North Carolina Wilmington 17 0.08 85.33 University of North Carolina at Asheville 20 0.09 85.43 University of North Carolina at Chapel Hill 18 0.09 85.51 University of North Carolina at Charlotte 19 0.09 85.60 University of North Carolina at Greensboro 18 0.09 85.69 University of North Carolina at Pembroke 24 0.11 85.80 University of North Dakota 19 0.09 85.89 University of North Florida 18 0.09 85.98 University of North Georgia 14 0.07 86.04 University of North Texas 16 0.08 86.12 University of North Texas at Dallas 8 0.04 86.16 University of Northern Colorado 17 0.08 86.24 University of Northern Iowa 17 0.08 86.32 University of Northwestern Ohio 1 0.00 86.32 University of Northwestern-St Paul 12 0.06 86.38 University of Notre Dame 15 0.07 86.45 University of Oklahoma-Health Sciences Center 1 0.00 86.46 Draft #3 Updated: 5/29/21 University of Oklahoma-Norman Campus 17 0.08 86.54 University of Oregon 15 0.07 86.61 University of Pennsylvania 17 0.08 86.69 University of Phoenix-Alabama 1 0.00 86.69 University of Phoenix-Arizona 6 0.03 86.72 University of Phoenix-Arkansas 2 0.01 86.73 University of Phoenix-California 5 0.02 86.75 University of Phoenix-Colorado 4 0.02 86.77 University of Phoenix-Florida 5 0.02 86.80 University of Phoenix-Georgia 1 0.00 86.80 University of Phoenix-Hawaii 2 0.01 86.81 University of Phoenix-Idaho 1 0.00 86.82 University of Phoenix-Illinois 1 0.00 86.82 University of Phoenix-Indiana 2 0.01 86.83 University of Phoenix-Kentucky 1 0.00 86.83 University of Phoenix-Louisiana 2 0.01 86.84 University of Phoenix-Maryland 2 0.01 86.85 University of Phoenix-Massachusetts 1 0.00 86.86 University of Phoenix-Michigan 3 0.01 86.87 University of Phoenix-Missouri 3 0.01 86.89 University of Phoenix-Nevada 2 0.01 86.90 University of Phoenix-New Jersey 2 0.01 86.91 University of Phoenix-New Mexico 2 0.01 86.91 University of Phoenix-North Carolina 2 0.01 86.92 University of Phoenix-Ohio 1 0.00 86.93 University of Phoenix-Oklahoma 1 0.00 86.93 University of Phoenix-Oregon 1 0.00 86.94 University of Phoenix-Pennsylvania 1 0.00 86.94 University of Phoenix-South Carolina 1 0.00 86.95 University of Phoenix-Tennessee 2 0.01 86.96 University of Phoenix-Texas 2 0.01 86.97 University of Phoenix-Utah 4 0.02 86.99 University of Phoenix-Virginia 2 0.01 87.00 University of Phoenix-Washington 2 0.01 87.00 University of Phoenix-Washington DC 2 0.01 87.01 University of Phoenix-Wisconsin 2 0.01 87.02 University of Pikeville 14 0.07 87.09 University of Pittsburgh-Bradford 13 0.06 87.15 University of Pittsburgh-Greensburg 11 0.05 87.20 University of Pittsburgh-Johnstown 14 0.07 87.27 University of Pittsburgh-Pittsburgh Campus 18 0.09 87.36 University of Portland 18 0.09 87.44 University of Providence 11 0.05 87.49 University of Puget Sound 15 0.07 87.56 15 0.07 87.64 University of Rhode Island 17 0.08 87.72 University of Richmond 15 0.07 87.79 University of Rio Grande 14 0.07 87.85 University of Rochester 18 0.09 87.94 University of Saint Francis-Fort Wayne 15 0.07 88.01 Draft #3 Updated: 5/29/21 University of Saint Mary 13 0.06 88.07 University of San Diego 17 0.08 88.15 University of San Francisco 17 0.08 88.23 University of Science and Arts of Oklahoma 14 0.07 88.30 University of Scranton 19 0.09 88.39 University of Sioux Falls 15 0.07 88.46 University of South Alabama 16 0.08 88.54 University of South Carolina-Aiken 14 0.07 88.60 University of South Carolina-Beaufort 14 0.07 88.67 University of South Carolina-Columbia 20 0.09 88.76 University of South Carolina-Upstate 13 0.06 88.82 University of South Dakota 16 0.08 88.90 University of South Florida-Main Campus 20 0.09 88.99 University of South Florida-Sarasota-Manatee 6 0.03 89.02 University of South Florida-St Petersburg 10 0.05 89.07 University of Southern California 18 0.09 89.16 University of Southern Indiana 18 0.09 89.24 University of Southern Maine 19 0.09 89.33 University of Southern Mississippi 19 0.09 89.42 University of St Francis 12 0.06 89.48 University of St Thomas 33 0.16 89.63 University of Toledo 20 0.09 89.73 University of Tulsa 17 0.08 89.81 University of Utah 19 0.09 89.90 University of Valley Forge 8 0.04 89.94 University of Vermont 18 0.09 90.02 University of Virginia-Main Campus 16 0.08 90.10 University of Washington-Bothell Campus 13 0.06 90.16 University of Washington-Seattle Campus 19 0.09 90.25 University of Washington-Tacoma Campus 13 0.06 90.31 University of West Alabama 10 0.05 90.36 University of West Georgia 16 0.08 90.43 University of Western States 3 0.01 90.45 University of Wisconsin-Eau Claire 18 0.09 90.53 University of Wisconsin-Green Bay 16 0.08 90.61 University of Wisconsin-La Crosse 16 0.08 90.69 University of Wisconsin-Madison 18 0.09 90.77 University of Wisconsin-Milwaukee 18 0.09 90.86 University of Wisconsin-Oshkosh 18 0.09 90.94 University of Wisconsin-Parkside 14 0.07 91.01 University of Wisconsin-Platteville 13 0.06 91.07 University of Wisconsin-River Falls 14 0.07 91.14 University of Wisconsin-Stevens Point 17 0.08 91.22 University of Wisconsin-Stout 7 0.03 91.25 University of Wisconsin-Superior 14 0.07 91.32 University of Wisconsin-Whitewater 15 0.07 91.39 University of Wyoming 17 0.08 91.47 University of the Cumberlands 14 0.07 91.53 University of the District of Columbia 16 0.08 91.61 University of the Incarnate Word 17 0.08 91.69 Draft #3 Updated: 5/29/21 University of the Ozarks 14 0.07 91.76 University of the Pacific 17 0.08 91.84 University of the Potomac-VA Campus 1 0.00 91.84 University of the Potomac-Washington DC Campus 1 0.00 91.85 University of the Sciences 3 0.01 91.86 University of the Southwest 5 0.02 91.88 3 0.01 91.90 Upper Iowa University 14 0.07 91.97 Upstate Medical University 2 0.01 91.97 Urbana University 11 0.05 92.03 Ursinus College 15 0.07 92.10 **Ursuline College 16 0.08 92.17 Utah State University 18 0.09 92.26 Utah Valley University 17 0.08 92.34 Utica College 14 0.07 92.41 Valdosta State University 13 0.06 92.47 Valley City State University 11 0.05 92.52 Valparaiso University 20 0.09 92.61 VanderCook College of Music 2 0.01 92.62 Vanderbilt University 15 0.07 92.69 of Southern California 13 0.06 92.76 Vassar College 15 0.07 92.83 Vaughn College of Aeronautics and Technology 2 0.01 92.84 Vermont Technical College 3 0.01 92.85 Villa Maria College 3 0.01 92.87 Villanova University 17 0.08 92.95 Vincennes University 2 0.01 92.96 Virginia College-Birmingham 2 0.01 92.96 Virginia College-Charleston 1 0.00 92.97 Virginia College-Huntsville 1 0.00 92.97 Virginia Commonwealth University 17 0.08 93.05 Virginia Military Institute 10 0.05 93.10 Virginia Polytechnic Institute and State University 16 0.08 93.18 Virginia State University 14 0.07 93.24 Virginia Union University 15 0.07 93.32 Virginia University of Lynchburg 3 0.01 93.33 Virginia Wesleyan University 16 0.08 93.41 Visible Music College 2 0.01 93.41 Vista College-Online 1 0.00 93.42 14 0.07 93.49 Voorhees College 8 0.04 93.52 Wabash College 11 0.05 93.58 Wade College 2 0.01 93.59 Wagner College 15 0.07 93.66 Wake Forest University 16 0.08 93.73 Walden University 6 0.03 93.76 Waldorf University 8 0.04 93.80 Walla Walla University 16 0.08 93.87 Walsh College 1 0.00 93.88 Walsh University 16 0.08 93.95 Draft #3 Updated: 5/29/21 Warner Pacific University 12 0.06 94.01 Warner Pacific University Professional and Graduate Studies 1 0.00 94.02 Warner University 8 0.04 94.05 Warren Wilson College 10 0.05 94.10 Wartburg College 17 0.08 94.18 Washburn University 16 0.08 94.26 Washington & Jefferson College 14 0.07 94.32 Washington Adventist University 15 0.07 94.40 Washington College 14 0.07 94.46 Washington State University 19 0.09 94.55 Washington University in St Louis 16 0.08 94.63 Washington and Lee University 14 0.07 94.69 Watkins College of Art Design & Film 2 0.01 94.70 Wayland Baptist University 13 0.06 94.77 Wayne State College 12 0.06 94.82 Wayne State University 19 0.09 94.91 Waynesburg University 11 0.05 94.96 Webb Institute 2 0.01 94.97 Webber International University 2 0.01 94.98 Weber State University 18 0.09 95.07 16 0.08 95.14 Welch College 7 0.03 95.18 Wells College 17 0.08 95.26 Wentworth Institute of Technology 4 0.02 95.28 Wesley College 13 0.06 95.34 Wesleyan University 12 0.06 95.40 West Chester University of Pennsylvania 16 0.08 95.47 West Coast University-Dallas 1 0.00 95.48 West Coast University-Los Angeles 2 0.01 95.49 West Coast University-Miami 2 0.01 95.49 West Coast University-Ontario 2 0.01 95.50 West Coast University-Orange County 1 0.00 95.51 West Liberty University 11 0.05 95.56 West Texas A & M University 14 0.07 95.63 West Virginia State University 14 0.07 95.69 West Virginia University 17 0.08 95.77 West Virginia University Institute of Technology 9 0.04 95.82 West Virginia University at Parkersburg 3 0.01 95.83 West Virginia Wesleyan College 17 0.08 95.91 Western Carolina University 17 0.08 95.99 Western Connecticut State University 15 0.07 96.06 Western Governors University 3 0.01 96.08 Western Illinois University 19 0.09 96.17 Western International University 2 0.01 96.18 Western Kentucky University 20 0.09 96.27 Western Michigan University 18 0.09 96.36 Western New England University 17 0.08 96.44 Western New Mexico University 13 0.06 96.50 Western Oregon University 15 0.07 96.57 Western State Colorado University 12 0.06 96.63 Draft #3 Updated: 5/29/21 Western Washington University 17 0.08 96.71 Westfield State University 16 0.08 96.78 Westminster College 50 0.24 97.02 Westmont College 14 0.07 97.09 Wheaton College 32 0.15 97.24 Wheeling Jesuit University 14 0.07 97.30 Wheelock College 8 0.04 97.34 Whitman College 14 0.07 97.41 14 0.07 97.47 Whitworth University 19 0.09 97.56 Whitworth University-Adult Degree Programs 2 0.01 97.57 Wichita State University 17 0.08 97.65 Widener University 17 0.08 97.74 Wilberforce University 10 0.05 97.78 Wiley College 10 0.05 97.83 Wilkes University 16 0.08 97.91 Willamette University 13 0.06 97.97 William Carey University 11 0.05 98.02 William Jessup University 9 0.04 98.06 15 0.07 98.13 William Paterson University of New Jersey 16 0.08 98.21 William Peace University 8 0.04 98.25 William Penn University 12 0.06 98.30 10 0.05 98.35 Williams Baptist University 7 0.03 98.38 Williams College 12 0.06 98.44 Williamson Christian College 2 0.01 98.45 Wilmington College 14 0.07 98.52 Wilmington University 7 0.03 98.55 Wilson College 13 0.06 98.61 Wingate University 13 0.06 98.67 17 0.08 98.75 Winston-Salem State University 25 0.12 98.87 Winthrop University 15 0.07 98.94 Wisconsin Lutheran College 12 0.06 99.00 Wittenberg University 17 0.08 99.08 Wofford College 16 0.08 99.16 6 0.03 99.19 Worcester Polytechnic Institute 9 0.04 99.23 Worcester State University 13 0.06 99.29 World Mission University 1 0.00 99.29 Wright State University-Lake Campus 6 0.03 99.32 Wright State University-Main Campus 17 0.08 99.40 Xavier University 18 0.09 99.49 Xavier University of Louisiana 15 0.07 99.56 Yakima Valley College 1 0.00 99.56 Yale University 14 0.07 99.63 Yeshiva University 14 0.07 99.70 York College 11 0.05 99.75 York College of Pennsylvania 17 0.08 99.83 Draft #3 Updated: 5/29/21 Young Harris College 14 0.07 99.90 Youngstown State University 20 0.09 99.99 Zaytuna College 2 0.01 100.00 Total 21108 100.00 ** Institutions that are no longer Women’s Colleges or Universities but were in 2016 (the time this data was collected) *** Institutions that are registered Women’s Colleges and Universities according to the Women’s College Coalition 2021 but have less than 95% female enrollment.

References:

Solnick, Sara J. “Changes in Womens Majors from Entrance to Graduation at Womens and Coeducational Colleges.” Industrial and Labor Relations Review, vol. 48, no. 3, 1995, p. 505., doi:10.2307/2524778. Kinzie, Jillian (Jillian L.), et al. “Women Students at Coeducational and Women's Colleges: How Do Their Experiences Compare?” Journal of College Student Development, vol. 48, no. 2, 2007, pp. 145–165., doi:10.1353/csd.2007.0015. Kugler, Adriana, et al. “Choice of Majors: Are Women Really Different from Men?” NBER Working Paper Series , 2017, doi:10.3386/w23735. Turner, Sarah E., and William G. Bowen. “Choice of Major: The Changing (Unchanging) Gender Gap.” Industrial and Labor Relations Review, vol. 52, no. 2, 1999, p. 289., doi:10.2307/2525167. Lee, Gardner. “What Happens When Women Run Colleges?” The Chronicle of Higher Education, vol. 65, no. 36, 2019, pp. A10-A13., Gale OneFile: Educator's Reference Complete. Altonji, J.G., P. Arcidiacono, and A. Maurel, “Chapter 7 - The Analysis of Field Choice in College and Graduate School: Determinants and Wage Effects,” in Eric A. Hanushek, Stephen Machin, and Ludger Woessmann, eds., Eric A. Hanushek, Stephen Machin, and Ludger Woessmann, eds., Vol. 5 of Handbook of the Economics of Education, Elsevier, 2016, pp. 305 – 396. Bettinger and Long, 2005 E.P. Bettinger, B.T. Long “Do faculty serve as role models? The impact of instructor gender on female students” American Economic Review, 95 (2) (2005), pp. 152-157 Rask, Kevin N., and Elizabeth M. Bailey. “Are Faculty Role Models? Evidence from Major Choice in an Undergraduate Institution.” The Journal of Economic Education, vol. 33, no. 2, 2002, pp. 99–124. JSTOR, www.jstor.org/stable/1183389. AAUW: How Schools Shortchange Girls (1995) Sadker, M &D. Failing at Fairness: How Our Schools Cheat Girls (1994) Asplund, Rita, and Sami Napari. “Intangibles and the Gender Wage Gap: An Analysis of Gender Wage Gaps Across Occupations in the Finnish Private Sector.” Journal of Labor Research, vol. 32, no. 4, Dec. 2011, pp. 305–325. EBSCOhost, doi:10.1007/s12122-011- 9114-9. Hsiung, Constance. “Three Studies of Occupational Sex Segregation Using Conditional Logit Models” University of Michigan- Dissertation http://hdl.handle.net/2027.42/162971 Sterling, Adina D., et al. “The Confidence Gap Predicts the Gender Pay Gap Among STEM Graduates.” Proceedings of the National Academy of Sciences - PNAS, vol. 117, no. 48, National Academy of Sciences, 2020, pp. 30303–08, doi:10.1073/pnas.2010269117. Draft #3 Updated: 5/29/21 Petersen, Trond, and Laurie A. Morgan. “Separate and Unequal: Occupation-Establishment Sex Segregation and the Gender Wage Gap.” American Journal of Sociology, vol. 101, no. 2, 1995, pp. 329–365. JSTOR, www.jstor.org/stable/2782431. NCES. "The NCES Fast Facts Tool Provides Quick Answers to Many Education QUESTIONS (National Center for EDUCATION STATISTICS)." 2017, https://nces.ed.gov/fastfacts/display.asp?id=98. "Women's College History." Women's College Coalition. 2021 https://www.womenscolleges.org/history#:~:text=The%20earliest%20women's%20colle ges%20were,could%20be%20unhealthy%20for%20women. Sax, Linda J., Jenniffer B. Lozano, and Christos Korgan. "Who Teaches at Women's Colleges?" Women's College Coalition. Sept. 2014. https://www.womenscolleges.org/sites/default/files/report/files/main/wcc_faculty_report_ final.pdf