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Autor/inn/en | Baranyi, Máté; Molontay, Roland |
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Titel | Comparing the Effectiveness of Two Remedial Mathematics Courses Using Modern Regression Discontinuity Techniques |
Quelle | In: Interactive Learning Environments, 29 (2021) 2, S.247-269 (23 Seiten)Infoseite zur Zeitschrift
PDF als Volltext |
Zusatzinformation | ORCID (Baranyi, Máté) ORCID (Molontay, Roland) |
Sprache | englisch |
Dokumenttyp | gedruckt; online; Zeitschriftenaufsatz |
ISSN | 1049-4820 |
DOI | 10.1080/10494820.2020.1839506 |
Schlagwörter | Remedial Mathematics; Instructional Effectiveness; College Mathematics; Foreign Countries; Undergraduate Students; Mathematics Curriculum; Curriculum Design; Mathematics Achievement; Calculus; Teaching Methods; Hungary (Budapest) |
Abstract | Studying the effectiveness of remedial courses in higher education has attracted a lot of interest from educational researchers and practitioners. Remediation is associated with significant economic and social costs while the results are usually dubious. In this paper, we apply a widely used method called Regression Discontinuity Design (RDD) to measure the effectiveness of two differently designed remedial mathematics courses at the Budapest University of Technology and Economics. Our large-scale study is based on data of almost 20,000 undergraduate students enrolled between 2010 and 2018. Using modern RDD tools in various settings, we study both the direct and longer-term effects of remediation; and find that the design of the remedial course matters a lot. We measured a statistically significant positive effect on subsequent academic achievement for both course designs; however, the magnitude of the effect differs substantially. We measured a higher effect for the remedial course that serves as an extra practice class for the university level calculus course than for traditional remediation. As a methodological novelty, we propose a novel alternative method to handle discrete running variable in the RDD setting. We also provide some suggestions on how to improve mathematical remediation using personalized e-learning systems. (As Provided). |
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Erfasst von | ERIC (Education Resources Information Center), Washington, DC |
Update | 2024/1/01 |