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Testing the effects of adaptive learning courseware on student performance: An experimental approach

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  • Grace Eau
  • Derek Hoodin
  • Tareena Musaddiq

Abstract

An increasing number of college and university courses are being offered in an online format. Even for courses offered face‐to‐face, instructors are increasingly turning towards the use of online platforms to help with student learning, especially for courses with high enrollment. This study tests the efficacy of adaptive learning platforms in a sample of undergraduate students at a large urban university, using an experimental design that compares the learning outcomes of students in classrooms that used an adaptive learning tool to those that did not. The results indicate that better performing students, particularly female students, benefit the most from using adaptive learning tools.

Suggested Citation

  • Grace Eau & Derek Hoodin & Tareena Musaddiq, 2022. "Testing the effects of adaptive learning courseware on student performance: An experimental approach," Southern Economic Journal, John Wiley & Sons, vol. 88(3), pages 1086-1118, January.
    • Handle: RePEc:wly:soecon:v:88:y:2022:i:3:p:1086-1118
    DOI: 10.1002/soej.12547
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    References listed on IDEAS

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    1. Tatyana Avilova & Claudia Goldin, 2018. "What Can UWE Do for Economics?," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 186-190, May.
    2. Kim Sosin & Betty J. Lecha & Rajshree Agarwal & Robin L. Bartlett & Joseph I. Daniel, 2004. "Efficiency in the Use of Technology in Economic Education: Some Preliminary Results," American Economic Review, American Economic Association, vol. 94(2), pages 253-258, May.
    3. Eric P. Bettinger & Lindsay Fox & Susanna Loeb & Eric S. Taylor, 2017. "Virtual Classrooms: How Online College Courses Affect Student Success," American Economic Review, American Economic Association, vol. 107(9), pages 2855-2875, September.
    4. repec:wly:soecon:v:82:2:y:2015:p:556-579 is not listed on IDEAS
    5. Kelly Bedard & Jacqueline Dodd & Shelly Lundberg, 2021. "Can Positive Feedback Encourage Female and Minority Undergraduates into Economics?," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 128-132, May.
    6. William B. Walstad & Ken Rebeck, 2008. "The Test of Understanding of College Economics," American Economic Review, American Economic Association, vol. 98(2), pages 547-551, May.
    7. William T. Alpert & Kenneth A. Couch & Oskar R. Harmon, 2016. "A Randomized Assessment of Online Learning," American Economic Review, American Economic Association, vol. 106(5), pages 378-382, May.
    8. Amanda Bayer & Cecilia Elena Rouse, 2016. "Diversity in the Economics Profession: A New Attack on an Old Problem," Journal of Economic Perspectives, American Economic Association, vol. 30(4), pages 221-242, Fall.
    9. Ann L. Owen, 2010. "Grades, Gender, and Encouragement: A Regression Discontinuity Analysis," The Journal of Economic Education, Taylor & Francis Journals, vol. 41(3), pages 217-234, June.
    10. Michael Watts & Georg Schaur, 2011. "Teaching and Assessment Methods in Undergraduate Economics: A Fourth National Quinquennial Survey," The Journal of Economic Education, Taylor & Francis Journals, vol. 42(3), pages 294-309, July.
    11. repec:wly:soecon:v:82:3:y:2016:p:1021-1038 is not listed on IDEAS
    12. Sam Allgood & William B. Walstad & John J. Siegfried, 2015. "Research on Teaching Economics to Undergraduates," Journal of Economic Literature, American Economic Association, vol. 53(2), pages 285-325, June.
    13. Rask, Kevin & Tiefenthaler, Jill, 2008. "The role of grade sensitivity in explaining the gender imbalance in undergraduate economics," Economics of Education Review, Elsevier, vol. 27(6), pages 676-687, December.
    14. Tisha L. N. Emerson & KimMarie McGoldrick & John J. Siegfried, 2018. "The Gender Gap in Economics Degrees: An Investigation of the Role Model and Quantitative Requirements Hypotheses," Southern Economic Journal, John Wiley & Sons, vol. 84(3), pages 898-911, January.
    15. Patrick J. McEwan & Sheridan Rogers & Akila Weerapana, 2021. "Grade Sensitivity and the Economics Major at a Women's College," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 102-106, May.
    16. Elizabeth J. Jensen & Ann L. Owen, 2001. "Pedagogy, Gender, and Interest in Economics," The Journal of Economic Education, Taylor & Francis Journals, vol. 32(4), pages 323-343, January.
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