Abstract
Longstanding disparities in four-year transfer rates for Black/African American and Latinx/Hispanic community college students, relative to their Asian and white peers, raise important equity questions about the vertical transfer function in the U.S. higher education system. Using data from one of the nation’s largest and most racially and ethnically diverse community college systems, we examined whether differences in early academic momentum (e.g., first-year cumulative GPA, summer enrollment, number of first-year credits attempted and earned) were a root cause of gaps in transfer outcomes between different racial and ethnic groups. Multi-group structural equation modeling (SEM) results revealed a strong relationship between early academic momentum and vertical transfer success for community college students. However, the results showed academic momentum did not operate in the same manner for all racial and ethnic groups and some indicators were particularly important for improving transfer outcomes for Black/African American and Latinx/Hispanic students. These results have important implications for community college research and practice pertinent to vertical transfer outcomes.

Similar content being viewed by others
Data availability
Not applicable.
Notes
We use the term Students of Color to refer to students who may identify as Black/African American, Asian, Middle Eastern, Pacific Islander, Latinx/Hispanic, Native American, and multiracial. When talking about specific racial or ethnic groups, we say who these groups are.
Students transferring from 2-year community college to four-year institution.
We use the term white for individuals who can trace their ancestry to Europe and are racialized as white. In order to use more inclusive/anti-racist language, we do not capitalize white as a racial group since they do not share the same history of discrimination because of their skin color. We capitalize other racial groups, ethnic groups, Students of Color, and People of Color (Associated Press, 2020).
We use term Black/African American for individuals who can trace their ancestry to Africa and the Caribbean (NCES, n.d.).
We use the term Latinx as a gender-neutral term for individuals who identify as having ethnic and historical roots to Spanish colonizers and Indigenous groups of present-day Mexico, Central America, South America, and parts of the Caribbean (Salinas & Lozano, 2019). We also include the term Hispanic because of different data and reports that also refer to this group as Hispanic.
We use the term Asian for individuals who can trace their ancestry to East Asia, Southeast Asia, or the Indian subcontinent including Cambodia, China, India, Japan, Korea, Malaysia, Pakistan, the Philippine Islands, Thailand, and Vietnam (NCES, n.d.).
In this article, we use upward transfer and vertical transfer interchangeably, both of which refer to community college students transfer to 4-year institution to complete their baccalaureate education.
We use the term minoritized to denote the objective outcomes resulting from the historical and contemporary practices of racial and ethnic exclusion along with the continued social, political, and economic existence of marginality and discrimination (Chase et al., 2014). The focus is not on numerical representation rather access to societal privileges within the U.S.
Prior studies such as Wassmer et al (2004) suggested six academic years is a “more appropriate time span over which to observe transfer outcomes…” (p. 669).
Given credit loads are a key indicator of academic momentum, we excluded international students from the analysis as they are typically required to enroll full-time.
UCC was not approved to offer any of their own baccalaureate degree programs during the time period captured in our original or updated dataset.
Students (n = 109) enrolled in Associate of Arts in Teaching (AAT) are also included.
The results are available for readers upon reasonable request.
In this study, we focused on comparing the disparities in transfer outcomes between white/Asian students and Black and Hispanic/Latinx students, and between Black and Hispanic/Latinx students. We did use multi-group SEM to compare disparities in transfer outcomes between white and Asian students. And there are no significant differences between these two groups, except for the impact of summer enrollment on vertical transfer. Results are available for readers upon reasonable request.
We utilized t-tests to determine if there are statistically significant differences in parameter coefficients across comparison groups.
Model fit indices are available for reasonable request.
References
Adelman, C. (1999). Answers in the toolbox: Academic intensity, attendance patterns, and bachelor’s degree attainment. U.S. Department of Education, Office of Educational Research, and Improvement.
Adelman, C. (2005). Moving into town—and moving on: The community college in the lives of traditional–age students. U.S. Department of Education.
Adelman, C. (2006). The toolbox revisited: Paths to degree completion from high school through college. U.S Department of Education.
Anderson, G., Sun, J. C., & Alfonso, M. (2006). Effectiveness of statewide articulation agreements on the probability of transfer: A preliminary policy analysis. Review of Higher Education, 29(3), 261–291.
Ann Clovis, M., & Chang, M. (2021). Effects of academic momentum on degree attainment for students beginningcollege at 2-year institutions. Journal of College Student Retention: Research, Theory & Practice, 23(2), 322–336. https://doi.org/10.1177/1521025119826245.
Associated Press (2020). Explaining AP style on Black and white. https://apnews.com/article/archive-race-and-ethnicity-9105661462
Attewell, P., Heil, S., & Reisel, L. (2012). What is academic momentum? And does it matter? Educational Evaluation and Policy Analysis, 34(1), 27–44.
Attewell, P., & Monaghan, D. (2016). How many credits should an undergraduate take? Research in Higher Education, 57(6), 682–713.
Bahr, P. R. (2013). Classifying community colleges based on students’ patterns of use. Research in Higher Education, 54, 433–460. https://doi.org/10.1007/s11162-012-9272-5
Bailey, T. R., Calcagno, J. C., Jenkins, D., Kienzl, G., & Leinbach, T. (2005). The effects of institutional factors on the success of community college students. Community College Research Center. http://ccrc.tc.columbia.edu/Publication.asp?UID=208
Bailey, T., Jaggars, S., & Jenkins, D. (2015). Redesigning America’s community colleges: a clearer path to student success. Harvard University Press.
Bailey, T., Jenkins, D., Fink, J., Cullinane, J., & Schudde, L. (2017). Policy Levers to Strengthen Community College Transfer Student Success in Texas. https://ccrc.tc.columbia.edu/media/k2/attachments/policy-levers-to-strengthen-community-college-transfer-student-success-in-texas.pdf
Bailey, T., Jeong, D. W., & Cho, S. W. (2010). Referral, enrollment, and completion in developmental education sequences in community colleges. Economics of Education Review, 29(2), 255–270.
Bailey, T., & Weininger, E. (2002). Performance, graduation, and transfer of immigrants and natives in CUNY community colleges. Educational Evaluation and Policy Analysis, 24(4), 359–377.
Baker, R. (2016). The effects of structured transfer pathways in community colleges. Educational Evaluation and Policy Analysis, 38(4), 626–646.
Belfield, C., Jenkins, P. D., & Lahr, H. E. (2016). Momentum: The academic and economic value of a 15-credit first-semester course load for college students in Tennessee
Bensimon, E. M., & Dowd, A. (2009). Dimensions of the transfer choice gap: Experiences of latina and latinx students who navigated transfer pathways. Harvard Educational Review, 79, 632–658. https://doi.org/10.17763/haer.79.4.05w66u23662k1444
Bensimon, E. M., & Malcom, L. (2012). Confronting equity issues on campus: Implementing the equity scorecard in theory and practice. Stylus Publishing.
Carales, V. D. (2020). Examining educational attainment outcomes: A focus on Latina/o community college students. Community College Review, 48(2), 195–219.
Center for Community College Student Engagement. (2019). A mind at work: Maximizing the relationship between mindset and student success. The University of Texas at Austin.
Chase, M. M., Dowd, A. C., Pazich, L. B., & Bensimon, E. M. (2014). Transfer equity for “minoritized” students: A critical policy analysis of seven states. Educational Policy, 28(5), 669–717. https://doi.org/10.1177/0895904812468227
Cohen, A. M., & Brawer, F. B. (2008). The American community college (5th ed.). Jossey-Bass.
College Board. (2012). Improving student transfer from community colleges to four-year institutions—The perspective of leaders from baccalaureate-granting institutions. www.collegeboard.org.
Community College Research Center. (2015). What We Know About Transfer. https://ccrc.tc.columbia.edu/media/k2/attachments/what-we-know-about-transfer.pdf
Crisp, G., & Delgado, C. (2014). The impact of developmental education on community college persistence and vertical transfer. Community College Review, 42(2), 99–117. https://doi.org/10.1177/0091552113516488
Crisp, G., & Nuñez, A. M. (2014). Understanding the racial transfer gap: Modeling underrepresented minority and nonminority students’ pathways from two-to four-year institutions. Review of Higher Education, 37(3), 291–320.
Crisp, G., Potter, C., Robertson, R., & Carales, V. (2020). Empirical and practical implications for documenting early racial transfer gaps. New Directions for Community Colleges. https://doi.org/10.1002/cc.20423
Davidson, J. C., & Blankenship, P. (2017). Initial academic momentum and student success: Comparing 4-and 2-year students. Community College Journal of Research and Practice, 41(8), 467–480.
Deane, K. C., Fink, J., Gordon, M., Jenkins, P., Kadlec, A., & Wyner, L. (2017). Tackling transfer: A guide to convening community colleges and universities to improve transfer student outcomes. Columbia University Academic Commons. https://doi.org/10.7916/D8B00CGZ
Dietrich, C. C., & Lichtenberger, E. J. (2015). Using propensity score matching to test the community college penalty assumption. Review of Higher Education, 38(2), 193–219.
Donaldson, P., McKinney, L., Lee, M., & Pino, D. (2016). First-year community college students’ perceptions of and attitudes toward intrusive academic advising. NACADA Journal, 36(1), 30–42. https://doi.org/10.12930/NACADA-15-012
Dougherty, K. J., & Kienzl, G. S. (2006). It’s not enough to get through the open door: Inequalities by social background in transfer from community colleges to four-year colleges. Teachers College Record, 108(3), 452–487.
Dowd, A. C., & Bensimon, E. M. (2015). Engaging the “race question”: Accountability and equity in US higher education. Teachers College Press.
Doyle, W. (2011). Effect of increased academic momentum on transfer rates: An application of the generalized propensity score. Economics of Education Review, 30(1), 191–200.
Goldrick-Rab, S. (2010). Challenges and opportunities for improving community college student success. Review of Educational Research, 80(3), 437–469. https://doi.org/10.3102/0034654310370163
Guiffrida, D. A. (2006). Toward a cultural advancement of Tinto’s theory. Review of Higher Education, 29(4), 451–472.
Hagedorn, L. S., Cypers, S., & Lester, J. (2009). Looking in the review mirror: Factors affecting transfer for urban community college students. Community College Journal of Research and Practice, 32, 643–664.
Hancock, G. R. (2019). Structural equation modeling online workshop. University of Maryland.
Hancock, G. R., & Mueller, R. O. (2019). The reviewer’s guide to quantitative methods in the social sciences (2nd ed.). NW: Routledge.
Harper, S. R. (2012). Race without racism: How higher education researchers minimize racist institutional norms. Review of Higher Education, 36(1), 9–29.
Hatch, D. K., Mardock-Uman, N., Garcia, C. E., & Johnson, M. (2018). Best laid plans: How community college student success courses work. Community College Review, 46(2), 115–144.
Horn, L., Peter, K., and Rooney, K. (2002). Profile of Undergraduates in U.S. Postsecondary Institutions: 1999–2000 (NCES 2002–168). U.S. Department of Education, National Center for Education Statistics. Washington, DC: U.S. Government Printing Office.
Horn, L., & Skomsvold, P. (2011). Community college student outcomes: 1994–2009 (NCES 2012- 253). Washington, DC: U.S. Department of Education, Institute of Education Sciences, National Center for Education Statistics.
Hurtado, S., Alvarez, C. L., Guillermo-Wann, C., Cuellar, M., & Arellano, L. (2012). A model for diverse learning environments: The scholarship on creating and assessing conditions for student success. In J. C. Smart & M. B. Paulsen (Eds.), Higher education: Handbook of theory and research (Vol. 27, pp. 41–122). Springer.
Hurtado, S., & Carter, D. F. (1997). Effects of college transition and perceptions of the campus racial climate on Latinx college students’ sense of belonging. Sociology of Education, 70(4), 324–345.
Ishitani, T. T. (2008). How do transfers survive after “transfer shock”? A longitudinal study of transfer student departure at a four-year institution. Research in Higher Education, 49(5), 403–419.
Jain, D., Melendez, S. N. B., & Herrera, A. R. (2020). Power to the transfer: Critical race theory and a transfer receptive culture. Michigan State University Press. https://doi.org/10.14321/j.ctvs09qkh
Kienzl, G. S., Wesaw, A. J., & Kumar, A. (2011). Understanding the transfer process. Institute for Higher Education Policy.
Kisker C. B., Wagoner R. L., Cohen A. M. (2011). Implementing statewide transfer & articulation reform (Center for the Study of Community Colleges Report, 11, 1). http://www.cscconline.org/files/8613/0255/2073/Implementing_Statewide_Transfer_and_Articulation_Reform1.pdf
Laanan, S. (2007). Studying transfer students: Part II: dimensions of transfer students’ adjustment. Community College Journal of Research and Practice, 31(1), 37–59. https://doi.org/10.1080/10668920600859947
LaSota, R. R., & Zumeta, W. (2016). What matters in increasing community college students’ upward transfer to the baccalaureate degree: Findings from the beginning postsecondary study 2003–2009. Research in Higher Education, 57, 152–189. https://doi.org/10.1007/s11162-015-9381-z
Little, T. D., Card, N. A., Bovaird, J. A., Preacher, K. J., & Crandall, C. S. (2007). Structural equation modeling of mediation and moderation with contextual factors. Modeling Contextual Effects in Longitudinal Studies, 1, 207–230.
Long, A. (2016). Overcoming educational racism in the community college: Creating pathways to success for minority and impoverished student populations. Stylus. Sterling, VA.
Long, B. T., & Kurlaender, M. (2009). Do community colleges provide a viable pathway to a baccalaureate degree? Educational Evaluation and Policy Analysis, 31(1), 30–53. https://doi.org/10.3102/0162373708327756
Mann, H. M., Rutstein, D. W., & Hancock, G. R. (2009). The potential for differential findings among invariance testing strategies for multisample measured variable path models. Educational and Psychological Measurement, 69(4), 603–612. https://doi.org/10.1177/0013164408324470
Martin, A. J., Wilson, R., Liem, G. A. D., & Ginns, P. (2013). Academic momentum at university/college: Exploring the roles of prior learning, life experience, and ongoing performance in academic achievement across time. The Journal of Higher Education, 84(5), 640–674.
McKinney, L., Novak, H., Hagedorn, L. S., & Luna-Torres, M. (2019). Giving up on a course: An analysis of course dropping behaviors among community college students. Research in Higher Education, 60, 184–202.
McNair, T. B., Bensimon, E. M., & Malcom-Piquex, L. (2020). From equity talk to equity walk: Expanding practitioner knowledge for racial justice in higher education. Jossey-Bass.
Melguizo, T., & Dowd, A. C. (2009). Baccalaureate success of transfers and rising four-year college juniors. Teachers College Record, 111(1), 55–89.
Mellow, G. O., & Heelan, C. (2008). Minding the dream: The process and practice of the american community college. Rowman & Littlefield.
Monaghan, D. B., & Attewell, P. (2015). The community college route to the bachelor’s degree. Educational Evaluation and Policy Analysis, 37(1), 70–91.
Moore, C., & Shulock, N. (2010). Divided We Fail: Improving Completion and Closing Racial Gaps in California's Community Colleges. Institute for Higher Education Leadership & Policy. https://files.eric.ed.gov/fulltext/ED513824.pdf
Museus, S. D. (2013). The culturally engaging campus environments (CECE) model: A new theory of college success among racially diverse student populations. In M. B. Paulsen (Ed.), Higher education: Handbook of theory and research (pp. 189–227). Springer.
Muthen, L. K., & Muthen, B. (2012). 1998-2012. Mplus User’s Guide (7th ed.). Los Angeles, CA: Muthen & Muthen National Center for Education Statistics (n.d.). Definitions for New Race and Ethnicity Categories. https://nces.ed.gov/ipeds/report-your-data/race-ethnicity-definitions
Ngo, F., & Kwon, W. W. (2015). Using multiple measures to make math placement decisions: Implications for access and success in community colleges. Research in Higher Education, 56, 442–470.
Nora, A. (2004). The role of habitus and cultural capital in choosing a college: Transitioning from high school to higher education, and persisting in college among minority and non-minority students. Journal of Latinx Higher Education, 3(2), 180–208.
Orphan Works Act of 2008, H.R. 5889, 110th Cong. § 2 (2008).
Pascarella, E. T., & Terenzini, P. T. (1991). How college affects students (Vol. 1). Jossey-Bass.
Pascarella, E. T., & Terenzini, P. T. (2005). How college affects students (Vol. 2). Jossey-Bass.
Peng, S., & Bailey, J. (1977). Differences between vertical transfers and native students in four-year institutions. Research in Higher Education, 7(2), 145–154.
Polson, C., & Weisburst, E. (2014). Work-study financial aid and student outcomes: Evidence from community colleges in Texas. University of Texas at Austin.
Porchea, S. F., Allen, J., Robbins, S., & Phelps, R. P. (2010). Predictors of long-term enrollment and degree outcomes for community college students: Integrating academic, psychosocial, socio-demographic, and situational factors. The Journal of Higher Education, 81(6), 680–708.
Reason, R. D. (2003). Student variables that predict retention: Recent research and new developments. NASPA Journal, 40(4), 172–191.
Rendon, L. I., Jalomo, R. E., & Nora, A. (2000). Theoretical considerations in the study of minority student retention in higher education. In J. M. Braxton (Ed.), Reworking the student departure puzzle (pp. 127–156). Vanderbilt University Press.
Roksa, J., & Keith, B. (2008). Credits, time, and attainment: Articulation policies and success after transfer. Educational Evaluation and Policy Analysis, 30(3), 236–254. https://doi.org/10.3102/0162373708321383
Salinas, C., & Lozano, A. (2019). Mapping and recontextualizing the evolution of the term Latinx: An environmental scanning in higher education. In Critical readings on Latinos and education (pp. 216–235). Routledge.
Shapiro, D., Dundar, A., Huie, F., Wakhungu, P. K., Bhimdiwali, A., Nathan, A., & Youngsik, H. (2018). Transfer and mobility: A national view of student movement in postsecondary institutions fall 2011 cohort (signature report No. 15). National Student Clearinghouse Research Center.
Shapiro, D., Dundar, A., Huie, F., Wakhungu, P.K., Yuan, X., Nathan, A. & Hwang, Y. (2017). Tracking Transfer: Measures of Effectiveness in Helping Community College Students to Complete Bachelor’s Degrees (Signature Report No. 13). Herndon, VA: National Student Clearinghouse Research Center.
Smith, K., & Read, K. (2013). Student characteristics and summer enrollment: A comparison of earlier research with findings from nationally representative data. Summer Academe.
Solis, B., & Durán, R. P. (2022). Latinx community college students’ transition to a 4-year public research-intensive university. Journal of Hispanic Higher Education, 21(1), 49–66. https://doi.org/10.1177/1538192719899628
Strayhorn, T. L. (2015). Cultural navigation and college student success: What works for ensuring academic excellence (CHEE #What Works Report Series 2015–001). Center for Higher Education Enterprise, The Ohio State University.
Taylor, J. L., & Jain, D. (2017). The multiple dimensions of transfer: Examining the transfer function in american higher education. Community College Review, 45(4), 273–293. https://doi.org/10.1177/0091552117725177
Texas public higher education almanac. (2023). http://www.txhighereddata.org/index.cfm?objectid=3A948B80-8B79-11EC-98D60050560100A9
Tinto, V. (1975). Dropout from higher education: A theoretical synthesis of recent research. Review of Educational Research, 45(1), 89–125. https://doi.org/10.3102/00346543045001089
Tinto, V. (1993). Leaving college: Rethinking the causes and cures of student attrition (2nd ed.). NW: University of Chicago Press.
Tobolowsky, B. F., & Cox, B. E. (2012). Rationalizing neglect: An institutional response to transfer students. The Journal of Higher Education, 83(3), 389–410.
Vasquez, M. V., Falcon, V., Harris, F., III., & Wood, J. L. (2017). Narratives of success: A retrospective trajectory analysis of men of color who successfully transferred from the community college. New Directions for Institutional Research, 170, 23–33.
Wang, X. (2012). Factors contributing to the upward transfer of baccalaureate aspirants beginning at community colleges. The Journal of Higher Education, 83(6), 851–875.
Wang, X. (2015). Course-taking patterns of community college students beginning in STEM: Using data miningtechniques to reveal viable STEM transfer pathways. Research in Higher Education, 57, 544–569. https://doi.org/10.1007/s11162-015-9397-4.
Wang, X. (2017). Toward a holistic theoretical model of momentum for community college student success. MB Paulsen (ed.), Higher education: Handbook of Theory, Springer
Wang, X. (2020). On my own: The challenge and promise of building equitable STEM transfer pathways. Harvard Education Press.
Wang, X., Chan, H. Y., Phelps, L. A., & Washbon, J. I. (2015). Fuel for success: Academic momentum as a mediator between dual enrollment and educational outcomes of two-year technical college students. Community College Review, 43(2), 165–190.
Wassmer, R., Moore, C., & Shulock, N. (2004). Effect of racial/ethnic composition on transfer rates in community colleges: Implications for policy and practice. Research in Higher Education, 45(6), 651–672.
Welton, A. D., Owens, D. R., & Zamani-Gallaher, E. M. (2018). Anti-racist change: A conceptual framework for educational institutions to take systemic action. Teachers College Record, 120(14), 1–22.
Wood, J. L., Nevarez, C., & Hilton, A. (2011). Creating a culture of transfer. Making Connections: Interdisciplinary Approaches to Cultural Diversity, 13(1), 54–61.
Wyner, J., Deane, K.C., Jenkins, D. & Fink, J. (2016). The transfer playbook: Essential practices for two- and four-year colleges. The Aspen Institute and Columbia University’s Community College Research Center. https://www.aspeninstitute.org/publications/transfer-playbook/
Zhang, Y. L. (2022). Early academic momentum: Factors contributing to community college transfer students’ STEM degree attainment. Journal of College Student Retention: Research, Theory & Practice, 23(4), 873–902. https://doi.org/10.1177/1521025119881130.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Yu, H., McKinney, L., Burridge, A. et al. How First-Year Academic Momentum Influences Transfer Outcomes Among Different Racial and Ethnic Groups. Res High Educ 65, 1461–1490 (2024). https://doi.org/10.1007/s11162-024-09803-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11162-024-09803-9


