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Do economics courses improve students’ analytical skills? A Difference-in-Difference estimation

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  • Dendir, Seife
  • Orlov, Alexei G.
  • Roufagalas, John

Abstract

To the best of our knowledge, this is the first study that provides robust empirical support to the claim that exposure to economics training improves students’ analytical skills and problem-solving abilities. We rely on Frederick's (2005) Cognitive Reflection Test (CRT) to measure these skills and abilities. The original CRT served as a pre-test, and a CRT-clone was administered as a post-test in a number of classes across various majors at a comprehensive, medium-sized university. Difference-in-difference estimation is used to assess the difference in CRT score improvements between economics and non-economics classes. Our main result shows that students in economics classes improve their analytical skills during the semester by between 7 and 11 percentage points more than those in non-economics classes. We also find that most of this effect is attributable to the economics principles courses. The results remain robust as we vary the number of control variables, the size of the sample and the estimation method, and are nearly always statistically significant at either 1% or 5% level.

Suggested Citation

  • Dendir, Seife & Orlov, Alexei G. & Roufagalas, John, 2019. "Do economics courses improve students’ analytical skills? A Difference-in-Difference estimation," Journal of Economic Behavior & Organization, Elsevier, vol. 165(C), pages 1-20.
    • Handle: RePEc:eee:jeborg:v:165:y:2019:i:c:p:1-20
    DOI: 10.1016/j.jebo.2019.07.004
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    1. Oechssler, Jörg & Roider, Andreas & Schmitz, Patrick W., 2009. "Cognitive abilities and behavioral biases," Journal of Economic Behavior & Organization, Elsevier, vol. 72(1), pages 147-152, October.
    2. Siegfried, John J & Fels, Rendigs, 1979. "Research on Teaching College Economics: A Survey," Journal of Economic Literature, American Economic Association, vol. 17(3), pages 923-969, September.
    3. Robert H. Frank & Thomas Gilovich & Dennis T. Regan, 1993. "Does Studying Economics Inhibit Cooperation?," Journal of Economic Perspectives, American Economic Association, vol. 7(2), pages 159-171, Spring.
    4. Brañas-Garza, Pablo & Kujal, Praveen & Lenkei, Balint, 2019. "Cognitive reflection test: Whom, how, when," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 82(C).
    5. Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
    6. Alexei G. Orlov & John Roufagalas, 2012. "Performance Determinants in Undergraduate Economics Classes: The Effect of Cognitive Reflection," International Review of Economic Education, Economics Network, University of Bristol, vol. 11(2), pages 28-45.
    7. Jimenez, Natalia & Rodriguez-Lara, Ismael & Tyran, Jean-Robert & Wengström, Erik, 2018. "Thinking fast, thinking badly," Economics Letters, Elsevier, vol. 162(C), pages 41-44.
    8. Gordon Pennycook & James Allan Cheyne & Nathaniel Barr & Derek J. Koehler & Jonathan A. Fugelsang, 2015. "On the reception and detection of pseudo-profound bullshit," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 10(6), pages 549-563, November.
    9. Dan M. Kahan, 2013. "Ideology, motivated reasoning, and cognitive reflection," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 8(4), pages 407-424, July.
    10. Guillermo Campitelli & Martin Labollita, 2010. "Correlations of cognitive reflection with judgments and choices," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 5(3), pages 182-191, June.
    11. Puhani, Patrick A., 2012. "The treatment effect, the cross difference, and the interaction term in nonlinear “difference-in-differences” models," Economics Letters, Elsevier, vol. 115(1), pages 85-87.
    12. Cueva, Carlos & Iturbe-Ormaetxe, Iñigo & Mata-Pérez, Esther & Ponti, Giovanni & Sartarelli, Marcello & Yu, Haihan & Zhukova, Vita, 2016. "Cognitive (ir)reflection: New experimental evidence," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 64(C), pages 81-93.
    13. Jonathan D. Cohen, 2005. "The Vulcanization of the Human Brain: A Neural Perspective on Interactions Between Cognition and Emotion," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 3-24, Fall.
    14. Ifcher, John & Zarghamee, Homa, 2018. "The rapid evolution of homo economicus: Brief exposure to neoclassical assumptions increases self-interested behavior," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 75(C), pages 55-65.
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    JEL classification:

    • A22 - General Economics and Teaching - - Economic Education and Teaching of Economics - - - Undergraduate
    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General

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