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E-Learning at Universities: Does Starting with Difficult Questions Affect Student Performance?

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  • Agata Galkiewicz
  • Jan Marcus
  • Thomas Siedler

Abstract

To reduce cheating in written tests and exams, assessors often randomly vary the order of questions across students. However, little is known about the potential unintended side effects of question order. This paper examines whether randomizing students to start with an easier or harder question makes a difference to overall assessment performance in incentivized testing situations under time pressure. Using data from more than 8,000 online tests and exams administered in econometrics and statistics courses at two of Germany's largest universities, we find no evidence that the difficulty of the first question(s) has an effect on overall assessment performance. Our findings are good news for people designing (online) assessments, because randomizing the order of questions can be used as an effective tool to mitigate cheating, but does not affect students' overall performance.

Suggested Citation

  • Agata Galkiewicz & Jan Marcus & Thomas Siedler, 2024. "E-Learning at Universities: Does Starting with Difficult Questions Affect Student Performance?," Berlin School of Economics Discussion Papers 0055, Berlin School of Economics.
  • Handle: RePEc:bdp:dpaper:0055
    DOI: 10.48462/opus4-5657
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    References listed on IDEAS

    as
    1. Feld, Jan & Salamanca, Nicolás & Zölitz, Ulf, 2019. "Students are almost as effective as professors in university teaching," Economics of Education Review, Elsevier, vol. 73(C).
    2. Oskar R. Harmon & James Lambrinos, 2008. "Are Online Exams an Invitation to Cheat?," The Journal of Economic Education, Taylor & Francis Journals, vol. 39(2), pages 116-125, April.
    3. Claudio Lucifora & Marco Tonello, 2020. "Monitoring and Sanctioning Cheating at School: What Works? Evidence from a National Evaluation Program," Journal of Human Capital, University of Chicago Press, vol. 14(4), pages 584-616.
    4. 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.
    5. Caroline M. Hoxby, 2014. "The Economics of Online Postsecondary Education: MOOCs, Nonselective Education, and Highly Selective Education," American Economic Review, American Economic Association, vol. 104(5), pages 528-533, May.
    6. De Paola, Maria & Gioia, Francesca & Scoppa, Vincenzo, 2023. "Online teaching, procrastination and student achievement," Economics of Education Review, Elsevier, vol. 94(C).
    7. Bilen, Eren & Matros, Alexander, 2021. "Online cheating amid COVID-19," Journal of Economic Behavior & Organization, Elsevier, vol. 182(C), pages 196-211.
    8. Hill, Andrew J. & LoPalo, Melissa, 2024. "The effects of online vs in-class testing in moderate-stakes college environments," Economics of Education Review, Elsevier, vol. 98(C).
    9. Feld, Jan & Salamanca, Nicolás & Zölitz, Ulf, 2019. "Students are almost as effective as professors in university teaching," Economics of Education Review, Elsevier, vol. 73(C).
    10. Byron W. Brown & Carl E. Liedholm, 2002. "Can Web Courses Replace the Classroom in Principles of Microeconomics?," American Economic Review, American Economic Association, vol. 92(2), pages 444-448, May.
    11. Aaron Swoboda & Lauren Feiler, 2016. "Measuring the Effect of Blended Learning: Evidence from a Selective Liberal Arts College," American Economic Review, American Economic Association, vol. 106(5), pages 368-372, May.
    12. 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.
    13. David J. Deming & Claudia Goldin & Lawrence F. Katz & Noam Yuchtman, 2015. "Can Online Learning Bend the Higher Education Cost Curve?," American Economic Review, American Economic Association, vol. 105(5), pages 496-501, May.
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    More about this item

    Keywords

    education; university students; question order; randomization; e-learning; teaching of economics;
    All these keywords.

    JEL classification:

    • A22 - General Economics and Teaching - - Economic Education and Teaching of Economics - - - Undergraduate
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions

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