IDEAS home Printed from https://ideas.repec.org/a/spr/reihed/v64y2023i2d10.1007_s11162-022-09706-7.html
   My bibliography  Save this article

Predictors and Consequences of Math Course Repetition: The Role of Horizontal and Vertical Repetition in Success Among Community College Transfer Students

Author

Listed:
  • Ibrahim Bicak

    (The University of Texas at Austin
    The University of Chicago)

  • Lauren Schudde

    (The University of Texas at Austin)

  • Kristina Flores

    (The University of Texas at Austin)

Abstract

Delays in meeting math requirements can impede the progress among community college students who aspire to earn a baccalaureate degree. To investigate this issue, we used state administrative data from Texas to examine the prevalence and predictors of math course repetition and how math course repetition predicts transfer students’ outcomes. More than a third of community college transfer students take additional introductory mathematics coursework despite having fulfilled the requirement—a phenomenon we referred to as “horizontal repetition”—and one sixth of community college students take redundant coursework within a given mathematics course sequence, referred to as “vertical repetition.” Using regression models controlling for student backgrounds, academic experiences, and institutional fixed effects, we found that horizontal repetition was linked to lower GPA and, among degree recipients, increased time to degree and excess credits. Vertical repetition was negatively associated with GPA and degree completion and positively linked to increased time to degree and excess credits. Location of course repetition shaped student outcomes, where math course repetitions occurring at the university appear to drive many of the negative associations between both horizontal and vertical repetition and student outcomes. As community colleges and universities across the country consider the efficacy of course sequences and transfer pathways, our research offers insights into patterns and implications of course repetition in core math courses.

Suggested Citation

  • Ibrahim Bicak & Lauren Schudde & Kristina Flores, 2023. "Predictors and Consequences of Math Course Repetition: The Role of Horizontal and Vertical Repetition in Success Among Community College Transfer Students," Research in Higher Education, Springer;Association for Institutional Research, vol. 64(2), pages 260-299, March.
  • Handle: RePEc:spr:reihed:v:64:y:2023:i:2:d:10.1007_s11162-022-09706-7
    DOI: 10.1007/s11162-022-09706-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11162-022-09706-7
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11162-022-09706-7?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Matt S. Giani, 2019. "The Correlates of Credit Loss: How Demographics, Pre-Transfer Academics, and Institutions Relate to the Loss of Credits for Vertical Transfer Students," Research in Higher Education, Springer;Association for Institutional Research, vol. 60(8), pages 1113-1141, December.
    2. Hill, Andrew J., 2014. "The costs of failure: Negative externalities in high school course repetition," Economics of Education Review, Elsevier, vol. 43(C), pages 91-105.
    3. Bailey, Thomas & Jeong, Dong Wook & Cho, Sung-Woo, 2010. "Referral, enrollment, and completion in developmental education sequences in community colleges," Economics of Education Review, Elsevier, vol. 29(2), pages 255-270, April.
    4. Peter Riley Bahr & Grant Jackson & Jon McNaughtan & Meghan Oster & Jillian Gross, 2017. "Unrealized Potential: Community College Pathways to STEM Baccalaureate Degrees," The Journal of Higher Education, Taylor & Francis Journals, vol. 88(3), pages 430-478, May.
    5. Astorne-Figari, Carmen & Speer, Jamin D., 2019. "Are changes of major major changes? The roles of grades, gender, and preferences in college major switching," Economics of Education Review, Elsevier, vol. 70(C), pages 75-93.
    6. Tafreschi, Darjusch & Thiemann, Petra, 2016. "Doing it twice, getting it right? The effects of grade retention and course repetition in higher education," Economics of Education Review, Elsevier, vol. 55(C), pages 198-219.
    7. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    8. Hongtao Yue & Xuanning Fu, 2017. "Rethinking Graduation and Time to Degree: A Fresh Perspective," Research in Higher Education, Springer;Association for Institutional Research, vol. 58(2), pages 184-213, March.
    9. Vivian Liu & Soumya Mishra & Elizabeth M. Kopko, 2021. "Major Decision: The Impact of Major Switching on Academic Outcomes in Community Colleges," Research in Higher Education, Springer;Association for Institutional Research, vol. 62(4), pages 498-527, June.
    10. Judith Scott-Clayton & Lauren Schudde, 2020. "The Consequences of Performance Standards in Need-Based Aid: Evidence from Community Colleges," Journal of Human Resources, University of Wisconsin Press, vol. 55(4), pages 1105-1136.
    11. Federick J. Ngo, 2020. "High School All Over Again: The Problem of Redundant College Mathematics," The Journal of Higher Education, Taylor & Francis Journals, vol. 91(2), pages 222-248, February.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jasmin Meyer & Kathrin Leuze & Susanne Strauss, 2022. "Individual Achievement, Person-Major Fit, or Social Expectations: Why Do Students Switch Majors in German Higher Education?," Research in Higher Education, Springer;Association for Institutional Research, vol. 63(2), pages 222-247, March.
    2. Lindsay Jarratt & Freda B. Lynn & Yongren Shi & Katharine M. Broton, 2024. "Up-or-Out Systems? Quantifying Path Flexibility in the Lived Curriculum of College Majors," Research in Higher Education, Springer;Association for Institutional Research, vol. 65(6), pages 1185-1207, September.
    3. Lyle McKinney & Heather Novak & Linda Serra Hagedorn & Maria Luna-Torres, 2019. "Giving Up on a Course: An Analysis of Course Dropping Behaviors Among Community College Students," Research in Higher Education, Springer;Association for Institutional Research, vol. 60(2), pages 184-202, March.
    4. Clément de Chaisemartin & Jaime Ramirez-Cuellar, 2024. "At What Level Should One Cluster Standard Errors in Paired and Small-Strata Experiments?," American Economic Journal: Applied Economics, American Economic Association, vol. 16(1), pages 193-212, January.
    5. Yuheng Lin & Dooruj Rambaccussing & Yu Zhu, 2024. "The impact of international students in the UK on the cultural goods trade," French Stata Users' Group Meetings 2024 29, Stata Users Group.
    6. Friedrich, Sarah & Pauly, Markus, 2018. "MATS: Inference for potentially singular and heteroscedastic MANOVA," Journal of Multivariate Analysis, Elsevier, vol. 165(C), pages 166-179.
    7. Borisova, Ekaterina & Gründler, Klaus & Hackenberger, Armin & Harter, Anina & Potrafke, Niklas & Schoors, Koen, 2023. "Crisis experience and the deep roots of COVID-19 vaccination preferences," European Economic Review, Elsevier, vol. 160(C).
    8. Berthélemy Michel & Bonev Petyo & Dussaux Damien & Söderberg Magnus, 2019. "Methods for strengthening a weak instrument in the case of a persistent treatment," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 23(1), pages 1-30, February.
    9. Carrieri, Vincenzo & Madio, Leonardo & Principe, Francesco, 2019. "Light cannabis and organized crime: Evidence from (unintended) liberalization in Italy," European Economic Review, Elsevier, vol. 113(C), pages 63-76.
    10. Jung, Haeil & Kim, Jun Hyung & Hong, Gihyeon, 2023. "Impacts of the COVID-19 crisis on single-person households in South Korea," Journal of Asian Economics, Elsevier, vol. 84(C).
    11. Cain Polidano & Justin van de Ven & Sarah Voitchovsky, 2017. "The Power of Self-Interest: Effects of Education and Training Entitlements in Later-Life," Melbourne Institute Working Paper Series wp2017n12, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    12. Calomiris, Charles W. & Larrain, Mauricio & Schmukler, Sergio L., 2021. "Capital inflows, equity issuance activity, and corporate investment," Journal of Financial Intermediation, Elsevier, vol. 46(C).
    13. Jorge Cuartas, 2017. "Neighborhood Crime Undermines Parenting: Violence in the Vicinity of Households as a Predictor of Aggressive Discipline," Documentos de trabajo 17646, Escuela de Gobierno - Universidad de los Andes.
    14. José Valentim Machado Vicente & Jaqueline Terra Moura Marins, 2019. "A Volatility Smile-Based Uncertainty Index," Working Papers Series 502, Central Bank of Brazil, Research Department.
    15. Hagemann, Andreas, 2019. "Placebo inference on treatment effects when the number of clusters is small," Journal of Econometrics, Elsevier, vol. 213(1), pages 190-209.
    16. Ciccarelli, Carlo & De Fraja, Gianni & Vuri, Daniela, 2021. "Effects of passive smoking on prenatal and infant development: Lessons from the past," Economics & Human Biology, Elsevier, vol. 42(C).
    17. Mario J. Crucini & Gregor W. Smith, 2016. "Distance and Time Effects in Swedish Commodity Prices, 1732–1914," NBER Working Papers 22175, National Bureau of Economic Research, Inc.
    18. Federico Belotti & Edoardo Di Porto & Gianluca Santoni, 2021. "The effect of local taxes on firm performance: Evidence from geo‐referenced data," Journal of Regional Science, Wiley Blackwell, vol. 61(2), pages 492-510, March.
    19. Laurent R. Bergé, 2017. "Network proximity in the geography of research collaboration," Papers in Regional Science, Wiley Blackwell, vol. 96(4), pages 785-815, November.
    20. Hızıroğlu Aygün, Aysun & Kırdar, Murat Güray & Koyuncu, Murat & Stoeffler, Quentin, 2024. "Keeping refugee children in school and out of work: Evidence from the world's largest humanitarian cash transfer program," Journal of Development Economics, Elsevier, vol. 168(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:reihed:v:64:y:2023:i:2:d:10.1007_s11162-022-09706-7. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.