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Correlation Neglect in Student-to-School Matching

Author

Listed:
  • Alex Rees-Jones
  • Ran Shorrer
  • Chloe J. Tergiman
Abstract
We present results from experiments containing incentivized school-choice scenarios. In these scenarios, we vary whether schools’ assessments of students are based on a common priority (inducing correlation in admissions decisions) or are based on independent assessments (eliminating correlation in admissions decisions). The quality of students’ application strategies declines in the presence of correlated admissions: application strategies become substantially more aggressive and fail to include attractive “safety” options. We provide a battery of tests suggesting that this phenomenon is at least partially driven by correlation neglect, and we discuss implications for the design and deployment of student-to-school matching mechanisms.

Suggested Citation

  • Alex Rees-Jones & Ran Shorrer & Chloe J. Tergiman, 2020. "Correlation Neglect in Student-to-School Matching," NBER Working Papers 26734, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:26734
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    References listed on IDEAS

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    1. Alejandro Martínez-Marquina & Muriel Niederle & Emanuel Vespa, 2017. "Probabilistic States versus Multiple Certainties: The Obstacle of Uncertainty in Contingent Reasoning," NBER Working Papers 24030, National Bureau of Economic Research, Inc.
    2. Avinatan Hassidim & Assaf Romm & Ran I. Shorrer, 2017. "Redesigning the Israeli Psychology Master's Match," American Economic Review, American Economic Association, vol. 107(5), pages 205-209, May.
    3. Atila Abdulkadiroglu & Parag A. Pathak & Alvin E. Roth, 2009. "Strategy-proofness versus Efficiency in Matching with Indifferences: Redesigning the New York City High School Match," NBER Working Papers 14864, National Bureau of Economic Research, Inc.
    4. Pedro Bordalo & Nicola Gennaioli & Andrei Shleifer, 2012. "Salience Theory of Choice Under Risk," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1243-1285.
    5. Shengwu Li, 2017. "Obviously Strategy-Proof Mechanisms," American Economic Review, American Economic Association, vol. 107(11), pages 3257-3287, November.
    6. Pablo Guillen & Rustamdjan Hakimov, 2017. "Not quite the best response: truth-telling, strategy-proof matching, and the manipulation of others," Experimental Economics, Springer;Economic Science Association, vol. 20(3), pages 670-686, September.
    7. repec:nas:journl:v:115:y:2018:p:11471-11476 is not listed on IDEAS
    8. Basteck, Christian & Mantovani, Marco, 2018. "Cognitive ability and games of school choice," Games and Economic Behavior, Elsevier, vol. 109(C), pages 156-183.
    9. Pan, Siqi, 2019. "The instability of matching with overconfident agents," Games and Economic Behavior, Elsevier, vol. 113(C), pages 396-415.
    10. Adrienne M. Lucas & Isaac M. Mbiti, 2012. "The Determinants and Consequences of School Choice Errors in Kenya," American Economic Review, American Economic Association, vol. 102(3), pages 283-288, May.
    11. Dwenger, Nadja & Kübler, Dorothea & Weizsäcker, Georg, 2018. "Flipping a coin: Evidence from university applications," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 167, pages 240-250.
    12. Atila Abdulkadiroglu & Parag A. Pathak & Alvin E. Roth, 2009. "Strategy-Proofness versus Efficiency in Matching with Indifferences: Redesigning the NYC High School Match," American Economic Review, American Economic Association, vol. 99(5), pages 1954-1978, December.
    13. Dan Levin & James Peck & Asen Ivanov, 2016. "Separating Bayesian Updating from Non-Probabilistic Reasoning: An Experimental Investigation," American Economic Journal: Microeconomics, American Economic Association, vol. 8(2), pages 39-60, May.
    14. Marina Agranov & Pietro Ortoleva, 2017. "Stochastic Choice and Preferences for Randomization," Journal of Political Economy, University of Chicago Press, vol. 125(1), pages 40-68.
    15. Marie-Pierre Dargnies & Rustamdjan Hakimov & Dorothea Kübler, 2019. "Self-Confidence and Unraveling in Matching Markets," Management Science, INFORMS, vol. 65(12), pages 5603-5618, December.
    16. Avinatan Hassidim & Déborah Marciano & Assaf Romm & Ran I. Shorrer, 2017. "The Mechanism Is Truthful, Why Aren't You?," American Economic Review, American Economic Association, vol. 107(5), pages 220-224, May.
    17. Parag A. Pathak & Tayfun Sonmez, 2008. "Leveling the Playing Field: Sincere and Sophisticated Players in the Boston Mechanism," American Economic Review, American Economic Association, vol. 98(4), pages 1636-1652, September.
    18. Hakimov, Rustamdjan & Kübler, Dorothea, 2019. "Experiments On Matching Markets: A Survey," Rationality and Competition Discussion Paper Series 153, CRC TRR 190 Rationality and Competition.
    19. Chen, Yan & Sonmez, Tayfun, 2006. "School choice: an experimental study," Journal of Economic Theory, Elsevier, vol. 127(1), pages 202-231, March.
    20. Benjamin Enke & Florian Zimmermann, 2019. "Correlation Neglect in Belief Formation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(1), pages 313-332.
    21. Alex Rees-Jones, 2017. "Mistaken Play in the Deferred Acceptance Algorithm: Implications for Positive Assortative Matching," American Economic Review, American Economic Association, vol. 107(5), pages 225-229, May.
    22. Alex Rees-Jones & Samuel Skowronek, 2018. "An Experimental Investigation of Preference Misrepresentation in the Residency Match," Papers 1802.01990, arXiv.org, revised Aug 2018.
    23. Will Dobbie & Roland G. Fryer, 2011. "Are High-Quality Schools Enough to Increase Achievement among the Poor? Evidence from the Harlem Children's Zone," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 158-187, July.
    24. Bnaya Dreyfuss & Ori Heffetz & Matthew Rabin, 2019. "Expectations-Based Loss Aversion May Help Explain Seemingly Dominated Choices in Strategy-Proof Mechanisms," NBER Working Papers 26394, National Bureau of Economic Research, Inc.
    25. Gilat Levy & Ronny Razin, 2015. "Correlation Neglect, Voting Behavior, and Information Aggregation," American Economic Review, American Economic Association, vol. 105(4), pages 1634-1645, April.
    26. Ashlagi, Itai & Nikzad, Afshin & Romm, Assaf, 2019. "Assigning more students to their top choices: A comparison of tie-breaking rules," Games and Economic Behavior, Elsevier, vol. 115(C), pages 167-187.
    27. Ding, Tingting & Schotter, Andrew, 2017. "Matching and chatting: An experimental study of the impact of network communication on school-matching mechanisms," Games and Economic Behavior, Elsevier, vol. 103(C), pages 94-115.
    28. Featherstone, Clayton R. & Niederle, Muriel, 2016. "Boston versus deferred acceptance in an interim setting: An experimental investigation," Games and Economic Behavior, Elsevier, vol. 100(C), pages 353-375.
    29. Broecke, Stijn, 2012. "University selectivity and earnings: Evidence from UK data on applications and admissions to university," Economics of Education Review, Elsevier, vol. 31(3), pages 96-107.
    Full references (including those not matched with items on IDEAS)

    Citations

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    Cited by:

    1. Felipe Arteaga & Adam J Kapor & Christopher A Neilson & Seth D Zimmerman, 2022. "Smart Matching Platforms and Heterogeneous Beliefs in Centralized School Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(3), pages 1791-1848.
    2. Parag A. Pathak & Alex Rees-Jones & Tayfun Sönmez, 2023. "Reversing Reserves," Management Science, INFORMS, vol. 69(11), pages 6940-6953, November.
    3. Bnaya Dreyfuss & Ori Heffetz & Matthew Rabin, 2019. "Expectations-Based Loss Aversion May Help Explain Seemingly Dominated Choices in Strategy-Proof Mechanisms," NBER Working Papers 26394, National Bureau of Economic Research, Inc.
    4. Pauline Vorjohann, 2023. "Reference-dependent choice bracketing," Discussion Papers 2309, University of Exeter, Department of Economics.
    5. Koutout, Kristine & Dustan, Andrew & Van der Linden, Martin & Wooders, Myrna, 2021. "Mechanism performance under strategy advice and sub-optimal play: A school choice experiment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 94(C).
    6. Bolte, Lukas & Fan, Tony Q., 2024. "Motivated mislearning: The case of correlation neglect," Journal of Economic Behavior & Organization, Elsevier, vol. 217(C), pages 647-663.
    7. Hakimov, Rustamdjan & Kübler, Dorothea, 2021. "Experiments on centralized school choice and college admissions: a survey," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 24(2), pages 434-488.
    8. Zhou, Jing, 2024. "Does correlation matter in probability matching? A laboratory investigation," Journal of Economic Behavior & Organization, Elsevier, vol. 224(C), pages 876-894.
    9. Christopher Neilson & Felipe Arteaga & Adam Kapor & Seth Zimmerman, 2021. "Smart Matching Platforms and Heterogeneous Beliefs in Centralized School ChoiceSmart Matching Platforms and Heterogeneous Beliefs in Centralized School Choice," Working Papers 650, Princeton University, Department of Economics, Industrial Relations Section..
    10. Shorrer, Ran I. & Sóvágó, Sándor, 2024. "Dominated choices under deferred acceptance mechanism: The effect of admission selectivity," Games and Economic Behavior, Elsevier, vol. 144(C), pages 167-182.
    11. Bnaya Dreyfuss & Ofer Glicksohn & Ori Heffetz & Assaf Romm, 2022. "Deferred Acceptance with News Utility," NBER Working Papers 30635, National Bureau of Economic Research, Inc.
    12. Zhang, Jun, 2021. "Level-k reasoning in school choice," Games and Economic Behavior, Elsevier, vol. 128(C), pages 1-17.
    13. Klümper, Andreas & Kräkel, Matthias, 2020. "Correlation neglect, incentives, and welfare," Economics Letters, Elsevier, vol. 192(C).
    14. Mu Zhang, 2021. "A Theory of Choice Bracketing under Risk," Papers 2102.07286, arXiv.org, revised Aug 2021.
    15. Niederle, Muriel & Vespa, Emanuel, 2023. "Cognitive Limitations: Failures of Contingent Thinking," University of California at San Diego, Economics Working Paper Series qt5q14p1np, Department of Economics, UC San Diego.

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    More about this item

    JEL classification:

    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • D01 - Microeconomics - - General - - - Microeconomic Behavior: Underlying Principles
    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles
    • M21 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Economics - - - Business Economics

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