Abstract
Latent trajectories of credit hour accumulation were modeled using three independent samples of community college students. Five qualitatively distinct patterns of persistence emerged from these samples: Full-time, long-term; 2 years and out; long-term decliners; part-time, long-term; and one term and out. Follow-up analyses using measures on the Community College Student Report indicated that long-term decliner group; the part-time, long-term group; and the one term and out-group were less engaged than full-time students. In particular, the long-term decliner group was the least engaged group. The models illustrate the utility of latent trajectory modeling in higher education research and provide the basis for an empirically based typology of postsecondary persistence pathways.
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References
Adelman, C. (1998). More than 13 ways to look at degree attainment. Crosstalk, 6(4), 11–12.
Adelman, C. (2005). Moving into town—And moving on: The community college in the lives of traditional-age students. Washington, DC: U.S. Department of Education.
Alfonso, M. (2006). The impact of community college attendance on baccalaureate attainment. Research in Higher Education, 47(8), 873–903.
American College Testing Program (2005). National collegiate retention and persistence to degree rates. Retrieved from http://www.act.org/path/policy/pdf/retain_2005.pdf. Accessed January 2006.
Bailey, T. R, & Alfonso, M. (2005). Paths to persistence: An analysis of research on program effectiveness at community colleges. Lumina Foundation for Education: New Agenda Series, 6(1).
Bailey, T. R., Alfonso, M., Scott, M., & Leinbach, T. (2004). Educational outcomes of occupational postsecondary students (Contract Number ED-00-CO-0023). Washington, DC: U.S. Department of Education.
Bailey, T. R., Calcagno, J. C., Jenkins, D., Leinbach, T., & Kienzl, G. (2006a). Is student-right-to-know all you should know? An analysis of community college graduation rates. Research in Higher Education, 47(5), 491–519.
Bailey, T. R., Crosta, P., & Jenkins, D. (2006b). What can student-right-to-know graduation rates tell us about community college performance? Retrieved from http://ccrc.tc.columbia.edu/. Accessed January 2007.
Bailey, T. R., Jenkins, D., & Leinbach, D. T. (2005). Is student success labeled institutional failure? Student goals and graduation rates in the accountability debate at community colleges. Retrieved from http://ccrc.tc.columbia.edu/. Accessed January 2006.
Bailey, T. R., & Kienzl, G. (1999, May). What can we learn about postsecondary vocational education from existing data? Paper presented at the Independent Advisory Panel Meeting, National Assessment of Vocational Education, Washington, DC.
Bauer, D. J., & Curran, P. J. (2003). Distributional assumptions of growth mixture models: Implications for over-extraction of latent trajectory classes. Psychological Methods, 8(3), 338–363.
Bers, T. H., & Smith, K. E. (1991). Persistence of community college students: The influence of student intent and academic and social integration. Research in Higher Education, 32(5), 539–556.
Bradburn, E. M. (2003). Short-term enrollment in postsecondary education: Student background and institutional differences in reasons for early departure, 1996–98 (NCES Publication No. 2003-153). Washington, DC: U.S. Government Printing Office.
Braxton, J. M., Hirschy, A. S., & McClendon, S. A. (2004). Understanding and reducing college student departure. AHSE-ERIC Higher Education Report, 30(3).
Bushway, S. D., Thornberry, T. P., & Krohn, M. D. (2003). Desistance as a developmental process: A comparison of static and dynamic approaches. Journal of Quantitative Criminology, 19(2), 129–153.
Chassin, L., Flora, D. B., & King, K. M. (2004). Trajectories of alcohol and drug use and dependence from adolescence to adulthood: The effects of familial alcoholism and personality. Journal of Abnormal Psychology, 113(4), 483–498.
Chassin, L., Pitts, S. C., & Prost, J. (2002). Binge drinking trajectories from adolescence to emerging adulthood in a high-risk sample: Predictors and substance abuse outcomes. Journal of Consulting and Clinical Psychology, 70(1), 67–78.
Cofer, J., & Somers, P. (2000). Within-year persistence of students at two-year colleges. Community College Journal of Research and Practice, 24(10), 785–807.
Cudeck, R., & Henly, S. J. (2003). A realistic perspective on pattern representation in growth data: Comment on Bauer and Curran (2003). Psychological Methods, 8(3), 378–383.
Feldman, M. J. (1993). Factors associated with one-year retention in a community college. Research in Higher Education, 34(4), 503–512.
Glass, J. C. Jr., & Garrett, M. S. (1995). Student participation in a college orientation course, retention, and grade point average. Community College Journal of Research and Practice, 19(2), 117–132.
Goldrick-Rab, S. (2006). Following their every move: An investigation of social-class differences in college pathways. Sociology of Education, 79(1), 61–79.
Grimes, S. K. (1997). Underprepared community college students: Characteristics, persistence, and academic success. Community College Journal of Research and Practice, 21(1), 47–56.
Hoyt, J. E. (1999). Remedial education and student attrition. Community College Review, 27(2), 51–72.
Jackson, K. M., Sher, K. J., & Schulenberg, J. E. (2005). Conjoint developmental trajectories of young adult alcohol and tobacco use. Journal of Abnormal Psychology, 114(4), 612–626.
Jones, B. L., Nagin, D., & Roeder, L. (2001). A SAS procedure based on mixture models for estimating developmental trajectories. Sociological Methods and Research, 29(3), 374–393.
Laub, J. H., Nagin, D. S., & Sampson, R. J. (1998). Trajectories of change in criminal offending: Good marriages and the desistance process. American Sociological Review, 63(2), 225–238.
Makuakane-Dreschsel, T., & Hagedorn, L. S. (2000). Correlates of retention among Asian Pacific Americans in community colleges: The case for Hawaiian students. Community College Journal of Research and Practice, 24(8), 639–655.
Marti, C. N. (in press). Dimensions of student engagement in American community colleges: Using the Community College Student Report in research and practice. Community College Journal of Research and Practice.
McCormick, A. C. (2003). Swirling and double-dipping: New patterns of student attendance and their implications for higher education. New Directions for Higher Education, 121, 13–24.
Muthén, B., & Muthén, L. (2000). Integrating person-centered and variable-centered analyses: Growth mixture modeling with latent trajectory classes. Alcoholism: Clinical and Experimental Research, 24(6), 882–891.
Nagin, D. S. (1999). Analyzing developmental trajectories: A semiparametric group-based approach. Psychological Methods, 4(2), 139–157.
Nagin, D. S., & Tremblay, R. E. (2001). Analyzing developmental trajectories of distinct but related behaviors: A group-based method. Psychological Methods, 6(1), 18–34.
Nagin, D. S., & Tremblay, R. E. (2005a). What has been learned from group-based trajectory modeling? Examples from physical aggression and other problem behaviors. The Annals of the American Academy of Political and Social Science, 602(1), 82–117.
Nagin, D. S., & Tremblay, R. E. (2005b). Further reflections on modeling and analyzing developmental trajectories: A response to Maughan and Raudenbush. The Annals of the American Academy of Political and Social Science, 602(1), 145–154.
Napoli, A. R., & Wortman, P. M. (1998). Psychosocial factors related to retention and early departure of two-year community college students. Research in Higher Education, 39(4), 419–455.
Pascarella, E. T. (1997, January/February). It’s time we started paying attention to community college students. About Campus, 14–17.
Singer, J. D., & Willet, J. B. (2003). Applied longitudinal data analysis: Modeling change and event occurrence. Oxford: Oxford University Press.
Stoolmiller, M., Kim, H. K., & Capaldi, D. M. (2005). The course of depressive symptoms in men form early adolescence to young adulthood: Identifying latent trajectories and early predictors. Journal of Abnormal Psychology, 114(3), 331–345.
Tinto, V. (1993). Leaving college: Rethinking the causes and cures of student attrition (2nd ed.). Chicago: University of Chicago Press.
Tinto, V., Russo, P., & Kadel, S. (1994). Constructing educational communities: Increasing retention in challenging circumstances. Community College Journal, 64(4), 26–29.
Tremblay, D. S., Nagin, R. E., Séguin, J. R., Zoccolillo, M., Zelazo, P. D., Boivin, M., Pérusse, D., & Japel, C. (2004). Physical aggression during early childhood: Trajectories and predictors. Pediatrics, 114(1), 43–50.
Townsend, B. K., Donaldson, J., & Wilson, T. (2004). Marginal or monumental? Visibility of community colleges in selective higher education journals. Community College Journal of Research and Practice, 29(2), 123–135.
U.S. Department of Education (2006). A test of leadership: Charting the future of U.S. higher education. Washington, DC: U.S. Department of Education.
Wild, L., & Ebbers, L. (2002). Rethinking student retention in community colleges. Community College Journal of Research and Practice, 26(6), 503–519.
Wortman, P. M., & Napoli, A. R. (1996). A meta-analysis of the impact of academic and social integration of persistence of community college students. Journal of Applied Research in the Community College, 4(1), 5–21.
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Thanks go to project research assistant, Lin Tao and, readers, Kay McClenney, Courtney Adkins, and Rowland Cadena.
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This study was supported by a grant (2890) from the Lumina Foundation.
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Nathan Marti, C. Latent Postsecondary Persistence Pathways: Educational Pathways in American Two-Year Colleges. Res High Educ 49, 317–336 (2008). https://doi.org/10.1007/s11162-007-9083-2
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DOI: https://doi.org/10.1007/s11162-007-9083-2