The session will focus on the consideration of the diversity experiences of undergraduate students as preparation for graduate studies as well as the overall benefits of diversity experiences within higher education. Specifically discussion about ways to create opportunities for interaction with and awareness building between diverse students will occur.
Presenter
Amber Mollhagen
University of Houston
Web & Social Media Analytics Previous Year Question Paper.pdf
Considering Diversity Experience as a Predictor of Success for Graduate Admissions
1. CONSIDERING DIVERSITY
EXPERIENCE AS A PREDICTOR
OF SUCCESS FOR
GRADUATE ADMISSIONS
Amber M. Mollhagen
University of Houston
2014 TxGAP
Summer Institute
June 13, 2014
2. Today’s Session
• Introductions
• Candidacy Research Project on Diversity Experience as a
Predictor for Success in Graduate School
• Benefits of Diversity in Higher Education
• Thoughts for Practice
• Discussion
4. Diversity Experience Literature
Patricia Gurin’s work:
Three forms of diversity experience
• Structural diversity is the numerical representation of diverse groups on a college
campus.
• Informal interactional diversity involves the opportunity to interact with diverse peers
with a focus on the frequency and the quality of interactions.
• Classroom diversity is the incorporation of content knowledge about diverse groups
and the opportunities to interact with diverse peers in the classroom.
Two sets of outcomes
• Learning outcomes – capacity for critical or active thinking
• Civic and democratic outcomes – the motivation and capacity of individuals to
participate in an heterogenous and complex society
Other researchers of undergraduate diversity experiences include Sylvia Hurtado, Gerald
Gurin, Mitchell Chang, Victor Saenz, Shaun Harper.
5. Pluralistic Orientation
The ability to see the world from another’s perspective,
have tolerance for difference, openness to having one’s
views challenged, the ability to work cooperatively with
diverse others, and ability to discuss controversial issues.
Engberg, Meader, Hurtado, 2003
6. Candidacy Project
• RQ 1: Does structural diversity of a
MSW student’s undergraduate institution
predict student success (as defined by grades and field
evaluation scores) in the graduate social work
program?
• RQ 2: What types of undergraduate informal
interactional diversity experiences emerge from
students’ MSW graduate applications and are there
differences in the patterns of diversity experiences
between successful students and not successful
students?
7. Data Source RQ 1
• Secondary data from Fall 2012
• 161 entering MSW students
• 31 Advanced Standing students
• 15 students missing undergraduate campus ethnic diversity scores
• 10 students missing field scores
• Final Sample N=105
• Considered data at conclusion of three semesters
• Fall, Spring, Summer
8. Variable B SE B β
Age .000 .004 .007
Undergrad Campus Ethnic Diversity Score
.490 .128 .350***
Undergrad GPA .064 .067 .083
Gender .040 .086 .040
Ethnicity -.015 .023 -.058
GRE Writing .082 .036 .242**
GRE Verbal .001 .004 .032
GRE Quantitative .007 .005 .178
Results
Regression Analysis Summary for Admission Variables Predicting MSW GPA
*<.05, **<.01, ***<.001
9. Results
Critical Thinking Field Score
A test of the full model against a constant only model was
statistically significant, indicating that the predictors as a
set reliably distinguished between advanced and non-
advanced critical thinking scores (χ2(11)= 21.852, p < .05).
Nagelkerke’s R2 of .256 indicated a relationship between
prediction and grouping. Prediction success overall was
63% (70.7 for non-advanced and 55.6 for advanced).
10. Data Source RQ 2
• Secondary data from Fall 2012
• Purposeful sampling of MSW students
• N=20 (10 successful, 10 unsuccessful)
• Worked with Student Affairs Office
• Resumes, transcripts, and personal
narrative statements
• Focused on applicants’ diversity themed
content
11. Results
Informal Interactional Diversity Experiences
All ten students within Group 1 identified various informal interactional
diversity experiences taking place during their undergraduate education.
Seven students out of Group 2 identified diversity experiences, however
types of experiences were limited.
Student
Orgs
Service
Learning
Study /
Travel
Abroad
Intern
-ships
Vol
Service
Read
Interest
Staff /
Fac
Dialog w/
Students
Group 1 X X X X X X X
Group 2 X X X
12. Results
Themes include:
• Positive transformation
Clarification of skills, interests and professional goals
Commitment to Social Justice
• Personal identification as a minority
• Diversity/inclusion as part of future goals
• Pluralistic orientation
• Acknowledgement of importance of diversity for learning
13. Group 1
• “These experiences have confirmed my interest in working with
children in the U.S. but also abroad and have been my greatest
motivators for wanting to enter into the social work field.”
• “I have had to face the challenges of being undocumented in a
time when laws that limit immigrants' human treatment, their
economic, educational, political and social prospects have only
increased in number and severity. I have faced the social
stigma that accompanies being an 'illegal alien', a 'criminal' and
have had to accept my suppressed political voice.”
• “Being a social worker, and in turn a professional advocate for
human rights, would allow me to begin my long-aspired journey
of creating a better world for women and people of all gender
identities to live in.”
14. Group 2
• “I feel that I could be exposed to more life experiences and
more world diversity opportunities.”
• “I went to public school my entire life and was lucky enough to
be exposed to all different types of people. We never thought
twice about someone being black, or Jewish, or poor. They
were just our friends. I feel that my ability to be around a wide
range of people and see things from their worldview will be of
significant advantage to me in both my academic and
professional pursuits.”
• “My place of employment at (county hospital) has inspired me
to continue my pursuit to become a social worker. I am deeply
committed to the service of others. I work with patients and
families from diverse backgrounds, including minority and
underprivileged groups.”
16. Why Diversity Matters
• 1. Diversity expands worldliness.
• 2. Diversity enhances social development.
• 3. Diversity prepares students for future career success.
• 4. Diversity prepares students for work in a global society.
• 5. Interactions with people different from ourselves
increase our knowledge base.
• 6. Diversity promotes creative thinking.
• 7. Diversity enhances self-awareness.
• 8. Diversity enriches the multiple perspectives developed
by a liberal arts education.
A. Thompson, 2009
17. The Danger of the Single Story
“The single story creates stereotypes and the problem with
stereotypes is not that they are untrue, but that they are
incomplete. They make one story become the only story.”
- Chimamanda Adichie,
Author
18. “I got to pondering after an insightful conversation about
the importance of complexity in organizations and social
structures. Because we live in a culture that is so invested
in linear, reductionist and industrial thinking, it can be hard
for any of us to wrap our heads around what it takes to live
with, and even encourage, complexity.”
19. Diversity is Key to Sustainable Farming,
So Why's It So Damn Hard?
“But in reality it is not just the diversity of species, but also
the diversity of useful relationships between those species,
that builds resilience. It's not the individual points of diverse
elements, but rather the network of complex
interrelationships between those elements, that ultimately
builds a web that is so hard to break.”
Treehugger.com
20. “Diversity may be the hardest thing for a society to live with,
and perhaps the most dangerous thing for a society to be
without.”
- William Sloane Coffin Jr.
21. So, what do we do?
Admissions
• Study supports the consideration of diversity experience as
additional criterion.
• Information not to be used to exclude individuals.
• Affirmative Action and Alternatives
• Self Awareness
• Critical Mass
22. “There were no actual villains, just inertia. The
administration genuinely wanted more diversity for reasons
of its image as well as fairness, notwithstanding the cranky
alumni letters in The Daily Princetonian. ... Hiring
committees had not a clue where to look for or how to
attract suitable candidates. And so, though a high-level
recruitment plan existed on paper, there was only foot-
dragging and defensive excuse making.”
- Sonia Sotomayor, My Beloved World
23. So, what do we do?
Student Affairs
• Literature supports creation of diversity
experiences/environment for students
• Critical Mass
• Dialogue Groups
• Diversity Courses
• Self Awareness
24. “Men often hate each other because they fear each other;
they fear each other because they don't know each other;
they don't know each other because they can not
communicate; they can not communicate because they are
separated.”
- Martin Luther King Jr.
25. Discussion
• Are your institutions/programs diverse?
• Do minority students feel a sense of belonging within your
organizations?
• What practices do you employ to diversify?
• How do you create environments in which diversity thrives
and its benefits are maximized?
• How do you practice self-awareness?
27. References
Astin, A. (1993). Assessment for Excellence: The Philosophy and Practice of Assessment and
Evaluation in Higher Education, American Council on Education, Westport CT.
Bogo, M., Regehr, C., Woodford, M., Hughes, J., Power, R., & Regehr, G. (2006). Beyond
competencies: Field instructors’ descriptions of student performance. Journal of Social Work
Education, 42, 579-593.
Chang, M. J. (2001). The positive educational effects of racial diversity on campus. In: Orfield,
G. (ed.), Diversity Challenged: Evidence on the Impact of Affirmative Action. Harvard
Education Publishing Group, Cambridge, MA, pp. 175-186.
Chang, M. J. (2011). Quality Matters: Achieving Benefits Associated with Racial Diversity.
Kirwan Institute for the Study of Race and Ethnicity, The Ohio State University Democratic
Merit Project.
Chang, M., Astin, A., & Kim, D. (2004). Cross-racial interaction among undergraduates: Some
consequences, causes and patterns. Research in Higher Education, 45 (5), 529 – 552.
Chang, M., Denson, N., Saenz, V., & Misa, K. (2006). The educational benefits of sustaining
cross-racial interaction among undergraduates. The Journal of Higher Education, 77 (3), 430
– 455.
Chang, M.J., Witt, D., Jones, J., & Hakuta, K. (Eds.) (2003). Compelling interest: Examining the
evidence on racial dynamics in colleges and universities. Stanfoard, CA: Stanford
University Press.
Dovidio, J., Gaertner, S., Stewart, T., Esses, V., Ten Vergert, M., & Hodson, G. (2004). From
intervention to outcome: Processes in the reduction of bias. In: Stephan, W., and Vogt., W.
(eds.), Education Programs for Improving Intergroup Relations: Theory, Research and
Practice, Teachers College Press, New York, pp. 243-265.
28. References
Engberg, M., Meader, E., & Hurtado, S. Presentation at the Annual Meeting of the American
Educational Research Association, Chicago, IL, April 21 – 25, 2003.
Gurin, P. (1999). Expert report of Patricia Gurin. In The compelling need for diversity in higher
education, presented in Gratz, et al. v. Bollinger et al. and Grutter, et al. v. Bollinger, et al.
Washington, D.C.: Wilmer, Cutlers and Pickering.
Gurin, P., Dey, E., Hurtado, S., Gurin, G. (2002). Harvard Educational Journal, 72 (3), 330 –
366.
Harper, S. R., & Hurtado, S. (2007). Nine themes in campus racial climates and implications for
institutional transformation. New Directions for Student Services, (120), 7-24.
Hurtado, S., Dey E.L., Gurin, P., & Gurin, G. (2003). College environments, diversity, and student
learning. In J.C. Smart (Ed.), Higher education: Handbook of theory and research (Vol. 18, pp.
145-190): Kluwer Academic Publishers, UK.
Hurtado, S., Milem, J., Clayton-Pedersen, A., Allen, W., Association for the Study of Higher
Education, ERIC Clearinghouse on, H. E., et al. (1999). Enacting diverse learning
environments: Improving the climate for Racial/Ethnic diversity in higher education. ASHE-
ERIC higher education report, vol. 26, no. 8.
Nagda, B. A., & Gurin, P. (2007). Intergroup dialogue: A critical-dialogic approach to learning
about difference, inequality, and social justice. New Directions for Teaching and Learning,
(111), 35-45.
29. References
Pike,, G., Kuh, G., Gonyea, R. (2007). Evaluating the rationale for affirmative action in college
admissions: Direct and indirect relationships between campus diversity and gains in
understanding diverse groups. Journal of College Student Development, 48 (2), 166 – 182.
Saenz, V. (2010). Breaking the segregation cycle: Examining students' precollege racial
environments and college diversity experiences. Review of Higher Education, 34 (1), 1 – 37.
Saenz, V. B., Ngai, H. N., & Hurtado, S. (2007). Factors influencing positive interactions across
race for African American, Asian American, Latino, and White college students. Research in
Higher Education, 48(1), 1-38.
Milner, M., McNeil, J.S. & King, S.W. (1984). The GRE: A question of validity in predicting
performance in professional schools of social work. Educational and Psychological
Measurement, 44, 945-950.
Sowbel, L. (2012). Gatekeeping: Why shouldn’t we be ambivalent? Journal of Social Work
Education, 48 (1), 27-44.
Thomas, M., McCleary, R., & Henry, P. (2004). Effectiveness of admission criteria on student
performance in classroom and field instruction. Advances in Social Work, 5 (1), 33 – 46.
U.S. News and World Report. (n.d.). Campus ethnic diversity index.
Whitla, D., Orfield, G., Silen, W., Teperow, C., Howard, C., & Reede, J. (2003). Educational
Benefits of Diversity in Medical School: A Survey of Students. Academic Medicine, 78 (5),
460 – 466.
Editor's Notes
Name
Introductions of Group
Work – UH GCSW
School – UH COE
The session will focus on the consideration of the diversity experiences of undergraduate students as preparation for graduate studies as well as the overall benefits of diversity experiences within higher education. Specifically discussion about ways to create opportunities for interaction with and awareness building between diverse students will occur.
Diversity Rationale and Affirmative Action
Regents of the University of California v. Bakke, 1978
Allowed consideration of race
Justice Powell’s diversity rationale – benefits of diversity are critical to our educational goals and serve a compelling state interest. Diversity is a goal in itself, not just to remedy past discrimination
Grutter v. Bollinger, 2003 and Gratz v. Bollinger, 2003
Diversity is an important goal on its own.
Twenty five year timeline set for affirmative action to possibly phase out (Justice O’Connor).
After Grutter Decision, UT and other Texas public universities considered race in admissions again.
Fisher v. UT
Benefits of diversity
Patricia Gurin conducted foundational work in this area.
In her 1999, 2002 - three forms of diversity as well as two sets of outcomes – learning outcomes and democratic outcomes.
Support for Critical Thinking, Diversity and Commitment to Social Justice in literature
To understand the level of preparation of students with and without undergraduate diversity experiences for entering into an MSW program.
Advanced standing students enter the program with a waiver for the first semester of field.
Six students attended undergraduate universities outside the US for which US News does not calculate a campus ethnic diversity index score.
Nine students were excluded because their undergraduate college graduation date fell prior to the commencement of the US News campus ethnic diversity index score or because their institutional data were not accessible due to the time in which they graduated.
Another 10 students were missing field scores due to dismissal or withdrawal from the program prior to the second field evaluation.
Two multiple linear regressions and three logistic regressions were used. The primary predictor variable of interest is the diversity index score, along with GRE scores, undergraduate GPA, gender, age and race/ethnicity. The dependent variables include the three separate field evaluation scores, the students’ average of all 11 competency scores on their field evaluation, and the MSW GPA.
Because field evaluation scores were inflated (all 3 or above on a 5 point scale, see Table 2 in Chapter 3), the scores for Critical Thinking, Diversity, and Human Rights and Social Justice were converted from a continuous variable to a dichotomous variable (Advanced and Non-advanced). Both MSW GPA and the overall field evaluation scores were variant enough to allow for multiple linear regressions. Two linear regressions were run of which one had significant findings. GRE writing scores and the undergraduate campus ethnic diversity scores predicted the MSW GPA above and beyond other variables in the model. All of the variables together explained 37% of the MSW GPA.
The results of the second multiple linear regression suggest that this model failed to achieve significance (F(8, 90) = 2.262, p > .05) and does not predict overall field evaluation scores for the first GCSW field experience.
Unstandardized coefficient, standard error, standardized coefficient
The scores for Critical Thinking, Diversity, and Human Rights and Social Justice were converted from a continuous variable to a dichotomous variable (Advanced and Non-advanced). The advanced category included students who received a rating of advanced (5) in a particular competency area. Non-advanced included those who received a score of 4 or below. After the conversion to a dichotomous scale on three of the competency areas, three different models were tested and the finding from critical thinking was the only one that yielded significant results.
All of the variables together predicted a significant portion of variance explained in critical thinking. None of the individual predictors contributed to the model above and beyond other predictors. This model explains 26% of critical thinking leaving 74% unexplained – there’s still a lot to understand about what explains the critical thinking score.
Two other logistic regressions - Tests of the full model for Diversity and Social Justice showed the models failed to achieve significance.
Successful students - maintained a 4.0 GPA by the end of the first year, had advanced field evaluation scores, and had no action plans issued by the GCSW Student Affairs Office.
Unsuccessful students - left after receiving several action plans or were dismissed from the program. The students had a low GPA, one or more action plans initiated by the GCSW Student Affairs Office, were terminated for academic dishonesty and/or failed a required course.
For the second research question, data emerged in two ways, first as lists of experiences on transcripts and resumes and then as descriptions of those experiences within the students’ application essays.
Although identified in prior research on informal interactional diversity activities, students in neither group identified specific experiences with academic support services or professors different from themselves or in support of their inclusion.
The mention of diverse experiences and their importance was more prevalent in Group 1 than Group 2. For Group 1, nine of the ten successful students mentioned the importance of diversity in their essays, either addressing its overall value, in the description of their personal experiences with it and/or as a part of their goals. Only five of the ten students mentioned the importance of diversity in their essays from the second group.
Learning with people from a variety of backgrounds encourages collaboration and fosters innovation, thereby benefitting all students.
Overall academic and social effects of increased racial diversity on campus are likely to be positive, ranging from higher levels of academic achievement to the improvement of near and long-term intergroup relations.
Henry Louis Gates Jr., President Barack Obama, and Police Sgt. James Crowley have certainly done their part to get race relations into the national discussion. But diversity is hot on college campuses, too—not only race, ethnicity, and gender but also religion, sexual orientation, socioeconomic status, and age. But why is diversity important in college at all? Visiting blogger Aaron Thompson, professor of sociology at Eastern Kentucky University and coauthor (with Joe Cuseo) of Diversity and the College Experience, offers eight reasons why diversity matters at college:
Long time clergy person and peace activist
Research
Expand prediction models for social work admissions.
Larger sample.
Seek more information about diversity experiences from students via additional application questions or interviews. – Already started interviews.
Explore pluralistic orientation in itself as a predictor.