Students who transfer between colleges risk losing credits and decreasing their chances of degree completion. Despite emerging evidence regarding the effectiveness of articulation agreements to address this challenge, it is unclear if these policies support nonlinear transfer pathways—including lateral transfer between 4-year colleges or reverse transfer to 2-year colleges. I use propensity score weighting to examine a statewide articulation agreement in Ohio that established universal credit acceptance for coursework affecting all transfers. Comparing students who completed universally transferrable courses with those who did not, I find no measurable difference in degree attainment among reverse transfers. But there is a positive association with bachelor's degree attainment among lateral transfers, which the findings suggest is related to academic major persistence.
AdelmanC. (1999). Answers in the toolbox: Academic intensity, attendance patterns, and bachelor's degree attainment. U.S. Department of Education. http://www2.ed.gov/pubs/Toolbox/toolbox.html
AlfonsoM. (2006). The impact of community college attendance on baccalaureate attainment. Research in Higher Education, 47(8), 873–903. https://doi.org/10.1007/s11162-006-9019-2
5.
AlonS.TiendaM. (2005). Assessing the “mismatch” hypothesis: Differences in college graduation rates by institutional selectivity. Sociology of Education, 78(4), 294–315. https://doi.org/10.1177/003804070507800402
6.
AndersonG.SunJ. C.AlfonsoM. (2006). Effectiveness of statewide articulation agreements on the probability of transfer: A preliminary policy analysis. Review of Higher Education, 29(3), 261–291. https://doi.org/10.1353/rhe.2006.0001
7.
AndrewsR.LiJ.LovenheimM. F. (2014). Heterogeneous paths through college: Detailed patterns and relationships with graduation and earnings. Economics of Education Review, 42, 93–108. https://doi.org/10.1016/j.econedurev.2014.07.002
8.
AttewellP.HeilS.ReiselL. (2012). What is academic momentum? And does it matter?Educational Evaluation and Policy Analysis, 34(1), 27–44. https://doi.org/10.3102/0162373711421958
BahrP. R. (2010). Revisiting the efficacy of postsecondary remediation: The moderating effects of depth/breadth of deficiency. Review of Higher Education, 33(2), 177–205. https://doi.org/10.1353/rhe.0.0128
11.
BaileyT.JenkinsD.Smith JaggarsS. (2015). Redesigning America's community colleges: A clearer path to student success. Harvard University Press. https://doi.org/10.4159/9780674425934
12.
BeckerG. S. (1993). Nobel lecture: The economic way of looking at behavior. Journal of Political Economy, 101(3), 385–409. https://doi.org/10.1086/261880
BoatmanA.SolizA. (2018). Statewide transfer policies and community college student success. Education Finance and Policy, 13(4), 449–483. https://doi.org/10.1162/edfp_a_00233
15.
BowenW. G.ChingosM. M.McPhersonM. S. (2009). Crossing the finish line: Completing college at America's public universities. Princeton University Press. https://doi.org/10.1515/9781400831463
16.
BradburnE. M.HurstD. G.PengS. (2001). Community college transfer rates to 4-year institutions using alternative definitions of transfer. National Center for Education Statistics.
17.
BrandJ.PfefferF.Goldrick-RabS. (2014). Interpreting community college effects in the presence of heterogeneity and complex counterfactuals. Sociological Science, 1, 448–465. https://doi.org/10.15195/v1.a25
18.
CalcagnoJ. C.CrostaP.BaileyT.JenkinsD. (2007). Stepping stones to a degree: The impact of enrollment pathways and milestones on community college student outcomes. Research in Higher Education, 48(7), 775–801. https://doi.org/10.1007/s11162-007-9053-8
19.
CaliendoM.KopeinigS. (2008). Some practical guidance for the implementation of propensity score matching. Journal of Economic Surveys, 22(1), 31–72. https://doi.org/10.1111/j.1467-6419.2007.00527.x
20.
CarnevaleA. P.SmithN.StrohlJ. (2012). Postsecondary education and economic opportunity. In PernaL. (Ed.), Preparing today's students for tomorrow's jobs in metropolitan America (pp. 93–120). University of Pennsylvania Press. https://doi.org/10.9783/9780812208436.93
21.
CerulliG. (2015). Econometric evaluation of socio-economic programs: Theory and applications. Advanced studies in theoretical and applied econometrics series 49. Springer-Verlag. https://doi.org/10.1007/978-3-662-46405-2
22.
ChaseM. M. (2014). Culture, politics, and policy interpretation: How practitioners make sense of a transfer policy in a 2-year college. Educational Policy, 30(7), 959–998. https://doi.org/10.1177/0895904814563382
23.
CohenA. M.BrawerF. B.KiskerC. B. (2014). The American community college (6th ed.). Jossey-Bass.
24.
CrookD.ChellmanC. C.HolodA. (2012). Does earning an associate degree lead to better baccalaureate outcomes for transfer students? (Working Paper). City University of New York, Office of Policy Research.
25.
CrostaP. M. (2014). Intensity and attachment: How the chaotic enrollment patterns of community college students relate to educational outcomes. Community College Review, 42(2), 118–142. https://doi.org/10.1177/0091552113518233
26.
de NovaisJ.SpencerG. (2019). Learning race to unlearn racism: The effects of ethnic studies course-taking. Journal of Higher Education, 90(6), 860–883. https://doi.org/10.1080/00221546.2018.1545498
27.
DiPreteT. A.GanglM. (2004). Assessing bias in the estimation of causal effects: Rosenbaum bounds on matching estimators and instrumental variables estimation with imperfect instruments. Sociological Methodology, 34(1), 271–310. https://doi.org/10.1080/00221546.2018.1545498
28.
DoughertyK. J.KienzlG. 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. https://doi.org/10.1111/j.1467-9620.2006.00658.x
29.
DoyleW. R. (2006). Community college transfers and college graduation: Whose choices matter most?Change, 38(3), 56–58. https://doi.org/10.3200/CHNG.38.3.56-58
DoyleW. R. (2011). Effect of increased academic momentum on transfer rates: An application of the generalized propensity score. Economics of Education Review, 30(1), 191–200. https://doi.org/10.1016/j.econedurev.2010.08.004
32.
DuGoffE.SchulerM.StuartE. (2014). Generalizing observational study results: Applying propensity score methods to complexs. Health Services Research, 49(1), 284–303. https://doi.org/10.1111/1475-6773.12090
EvansB. J. (2019). How college students use advanced placement credit. American Educational Research Journal, 56(3), 925–954. https://doi.org/10.3102/0002831218807428
Goldrick-RabS.PfefferF. T. (2009). Beyond access: Explaining socioeconomic differences in college transfer. Sociology of Education, 82(2), 101–125. https://doi.org/10.1177/003804070908200201
37.
GoodmanJ.CohodesS. (2014). Merit aid, college quality, and college completion: Massachusetts’ Adams scholarship as an in-kind subsidy. American Economic Journal: Applied Economics, 6(4), 251–285. https://doi.org/10.1257/app.6.4.251
38.
GrossB.GoldhaberD. (2009). Community college transfer and articulation policies: Looking beneath the surface (CRPE Working Paper No. 2009_1R). University of Washington Bothell, Center on Reinventing Public Education.
39.
GrubbW. N.LazersonM. (2005). Vocationalism in higher education: The triumph of the education gospel. Journal of Higher Education, 76(1), 1–25. https://doi.org/10.1353/jhe.2005.0007
40.
HazlettC. (2020). Kernel balancing: A flexible non-parametric weighting procedure for estimating causal effects. Statistica Sinica, 30(3), 1155–1189.
41.
HodaraM.Martinez-WenzlM.StevensD.MazzeoC. (2016). Improving credit mobility for community college transfer students: Findings and recommendations from a 10-state study. Education Northwest.
42.
HosslerD.ShapiroD.DundarA.ZiskinM.ChenJ.ZerqueraD.TorresV. (2012). Transfer and mobility: A national view of pre-degree student movement in postsecondary institutions (Signature Report 2). National Student Clearinghouse Research Center.
43.
IshitaniT. T.FloodL. D. (2018). Student transfer-out behavior at four-year institutions. Research in Higher Education, 59(7), 825–846. https://doi.org/10.1007/s11162-017-9489-4
44.
JenkinsD.ChoS. (2013). Get with the program . . . and finish it: Building guided pathways to accelerate student completion. New Directions for Community Colleges, 164, 27–35. https://doi.org/10.1002/cc.20078
45.
JenkinsD.WeissM. J. (2011). Charting pathways to completion for low-income community college students (CCRC Working Paper No. 34). Community College Research Center at Teacher's College.
KalogridesD.GrodskyE. (2011). Something to fall back on: Community colleges as a safety net. Social Forces, 89(3), 853–877. https://doi.org/10.1353/sof.2011.0019
48.
KiskerC. B.WagonerR. L.CohenA. M. (2011). Implementing statewide transfer & articulation reform: An analysis of transfer associate degrees in four states. Center for the Study of Community Colleges.
49.
KopkoE. M.CrostaP. M. (2015). Should community college students earn an associate degree before transferring to a 4-year institution?Research in Higher Education, 57(2), 190–222. https://doi.org/10.1007/s11162-015-9383-x
50.
LaSotaR. R.ZumetaW. (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(2), 152–189. https://doi.org/10.1007/s11162-015-9381-z
51.
LiD. (2010). They need help: Transfer students from four-year to four-year institutions. Review of Higher Education, 33(2), 207–238. https://doi.org/10.1353/rhe.0.0131
52.
LongB. T.KurlaenderM. (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
MelguizoT. (2008). Quality matters: Assessing the impact of attending more selective institutions on college completion rates of minorities. Research in Higher Education, 49(3), 214–236. https://doi.org/10.1007/s11162-007-9076-1
56.
MelguizoT.KienzlG. S.AlfonsoM. (2011). Comparing the educational attainment of community college transfer students and four-year college rising juniors using propensity score matching methods. Journal of Higher Education, 82(3), 265–291. https://doi.org/10.1353/jhe.2011.0013
57.
MonaghanD. B.AttewellP. (2015). The community college route to the bachelor's degree. Educational Evaluation and Policy Analysis, 37(1), 70–91. https://doi.org/10.3102/0162373714521865
58.
MooreC.ShulockN. (2011). Sense of direction: The importance of helping community college students select and enter a program of study. Institute for Higher Education Leadership & Policy.
59.
MurnaneR. J.WillettJ. B. (2011). Methods matter: Improving causal inference in educational and social science research. Oxford University Press.
60.
National Center for Education Statistics. (2011). Six-year attainment, persistence, transfer, retention, and withdrawal rates of students who began postsecondary education in 2003-04. U.S. Department of Education.
RoksaJ.CalcagnoJ. C. (2010). Catching up in community colleges: Academic preparation and transfer to four-year institutions. Teachers College Record, 112(1), 260–288.
63.
RoksaJ.KeithB. (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
64.
RosenbaumJ. E.Deil-AmenR.PersonA. E. (2006). After admission: From collage access to college success. Russell Sage Foundation.
RosenbaumP. R.RubinD. B. (1983). The central role of the propensity score in observational studies for causal effects. Biometrika, 70(1), 41–55. https://doi.org/10.1093/biomet/70.1.41
67.
SandyJ.GonzalezA.HilmerM. J. (2006). Alternative paths to college completion: Effect of attending a 2-year school on the probability of completing a 4-year degree. Economics of Education Review, 25(5), 463–471. https://doi.org/10.1016/j.econedurev.2005.05.003
68.
ShadishW.CookT.CampbellT. (2002). Experimental and quasi-experimental designs for generalized causal inference. Houghton Mifflin.
69.
ShapiroD.DundarA.HuieF.WakhunguP. K.BhimdiwaliA.NathanA.YoungsikH. (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.
70.
SimoneS. A. (2014). Transferability of postsecondary credit following student transfer or coenrollment (Statistical analysis report, NCES 2014-163). U.S. Department of Education, National Center for Education Statistics.
71.
SmithM. (2010). Transfer and articulation policies. Education Commission of the States.
72.
SpencerG. (2019). Promoting the attainment-to-transfer pathway: Effects of transfer associate degree policies across states. Review of Higher Education, 43(2), 553–580. https://doi.org/10.1353/rhe.2019.0110
SternJ. (2016). The effect of articulation agreements on community college transfers and bachelor's degree attainment. Community College Journal of Research and Practice, 40(5), 355–369. https://doi.org/10.1080/10668926.2015.1065209
75.
StuartE. A. (2010). Matching methods for causal inference: A review and a look forward. Statistical Science, 25(1), 1–21. https://doi.org/10.1214/09-STS313
TaylorJ. L.GianiM. S. (2019). Modeling the effect of the reverse credit transfer associate's degree: Evidence from two states. Review of Higher Education, 42(2), 427–455. https://doi.org/10.1353/rhe.2019.0002
78.
TaylorJ. L.JainD. (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
79.
TownsendB. K.DeverJ. T. (1999). What do we know about reverse transfer students?New Directions for Community Colleges, 106, 5–14. https://doi.org/10.1002/cc.10601
80.
U.S. Government Accountability Office. (2017). Higher education: Students need more information to help reduce challenges in transferring college credits. https://www.gao.gov/products/GAO-17-574
81.
WangX. (2012). Factors contributing to the upward transfer of baccalaureate aspirants beginning at community colleges. Journal of Higher Education, 83(6), 851–875. https://doi.org/10.1353/jhe.2012.0043
82.
WangX. (2017). Toward a holistic theoretical model of momentum for community college student success. Higher Education: Handbook of Theory and Research, 32, 259–308. https://doi.org/10.1007/978-3-319-48983-4_6
83.
WhitakerD. G.PascarellaE. T. (1994). Two-year college attendance and socioeconomic attainment: Some additional evidence. Journal of Higher Education, 65(2), 194–210. https://doi.org/10.1080/00221546.1994.11778490
84.
WooldridgeJ. M. (2010). Econometric analysis of cross section and panel data (Vol. 2). MIT Press.
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