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Matching Impacts of School Admission Mechanisms: An Agent-Based Approach

Author

Listed:
  • Shu-Heng Chen

    (National Chengchi University)

  • Connie Houning Wang

    (Walden University)

  • Weikai Chen

    (University of Massachusetts Amherst)

Abstract

Matching mechanisms are critical in determining the assignments of students to schools. We used agent-based modeling (ABM) to simulate the three mechanisms experienced in the fiercely competitive admission systems in China: serial dictatorship (SD), the Boston mechanism (BM), and the Chinese parallel mechanism (CP). We evaluated their multifaceted outcomes under different policy settings, school capacities, and behavioral assumptions. We have replicated their major characteristics found in the analytical models and showed that CP behaves as a hybrid of SD and BM. ABM allows us to distinguish their aggregate effects from distributional effects and their long-term level effects from short-term volatility effects. We found that this kind of “out-of-equilibrium’’ analysis, while mostly absent in the analytical equilibrium analysis, is crucial for practical policy analysis.

Suggested Citation

  • Shu-Heng Chen & Connie Houning Wang & Weikai Chen, 2017. "Matching Impacts of School Admission Mechanisms: An Agent-Based Approach," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 43(2), pages 217-241, March.
    • Handle: RePEc:pal:easeco:v:43:y:2017:i:2:d:10.1057_s41302-016-0073-y
    DOI: 10.1057/s41302-016-0073-y
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    1. Atila Abdulkadiroğlu & Parag A. Pathak & Alvin E. Roth, 2005. "The New York City High School Match," American Economic Review, American Economic Association, vol. 95(2), pages 364-367, May.
    2. Parag A. Pathak, 2011. "The Mechanism Design Approach to Student Assignment," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 513-536, September.
    3. Steve Bankes, 1993. "Exploratory Modeling for Policy Analysis," Operations Research, INFORMS, vol. 41(3), pages 435-449, June.
    4. Parag A. Pathak & Tayfun Sönmez, 2013. "School Admissions Reform in Chicago and England: Comparing Mechanisms by Their Vulnerability to Manipulation," American Economic Review, American Economic Association, vol. 103(1), pages 80-106, February.
    5. Zhu, Min, 2014. "College admissions in China: A mechanism design perspective," China Economic Review, Elsevier, vol. 30(C), pages 618-631.
    6. , Emin & , Bumin & , Ali, 2013. "Effective affirmative action in school choice," Theoretical Economics, Econometric Society, vol. 8(2), May.
    7. Pape, Andreas D. & Guilfoos, Todd & Anderson, Nathan B. & Schmidt, Jeffery, 2016. "Rational Expectations Voting in Agent-Based Models: An Application to Tax Ceilings," Review of Behavioral Economics, now publishers, vol. 3(1), pages 47-90, April.
    8. John B. Davis & D. Wade Hands (ed.), 2011. "The Elgar Companion to Recent Economic Methodology," Books, Edward Elgar Publishing, number 13684.
    9. Atila Abdulkadiroglu & Tayfun Sönmez, 2003. "School Choice: A Mechanism Design Approach," American Economic Review, American Economic Association, vol. 93(3), pages 729-747, June.
    10. Alvin E. Roth, 2002. "The Economist as Engineer: Game Theory, Experimentation, and Computation as Tools for Design Economics," Econometrica, Econometric Society, vol. 70(4), pages 1341-1378, July.
    11. Feng, Zhixin & Wang, Wenfei Winnie & Jones, Kelvyn & Li, Yaqing, 2012. "An exploratory multilevel analysis of income, income inequality and self-rated health of the elderly in China," Social Science & Medicine, Elsevier, vol. 75(12), pages 2481-2492.
    12. Min Zhu, 2014. "College admissions in China: A mechanism design perspective," Post-Print halshs-00871352, HAL.
    13. Lucas, Robert Jr, 1976. "Econometric policy evaluation: A critique," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 1(1), pages 19-46, January.
    14. Grimm, Volker & Berger, Uta & DeAngelis, Donald L. & Polhill, J. Gary & Giske, Jarl & Railsback, Steven F., 2010. "The ODD protocol: A review and first update," Ecological Modelling, Elsevier, vol. 221(23), pages 2760-2768.
    15. James Millington & Tim Butler & Chris Hamnett, 2014. "Aspiration, Attainment and Success: An Agent-Based Model of Distance-Based School Allocation," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 17(1), pages 1-10.
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