IDEAS home Printed from https://ideas.repec.org/p/idb/brikps/12483.html

The Potential of Smart Matching Platforms in Teacher Assignment: The Case of Ecuador

Author

Listed:
  • Elacqua, Gregory
  • Gómez, Leidy
  • Krussig, Thomas
  • Marotta, Luana
  • Méndez, Carolina
  • Neilson, Christopher

Abstract

This paper studies the potential of personalized "smart" information interventions to improve teacher assignment results in the context of a centralized choice and assignment system (CCAS) in Ecuador. Specifically, we focus on the impact that a personalized non-assignment risk warning, coupled with a list of "achievable" teaching position recommendations, had on teacher applications in the “I Want to Become a Teacher” selection process. We study the causal effect of the intervention on teachers school choices, assessing its impact on the equilibrium probability of being assigned and on the overall results of the selection process, both in terms of the percentage of filled vacancies and the selection scores of as- signed teachers. We find that treated teachers, in equilibrium, are much more likely to modify their application and obtain an assignment. This result highlights the potential of similar information interventions in other contexts. We furthermore present evidence that the intervention led to increased overall assignment rates and selection scores.

Suggested Citation

  • Elacqua, Gregory & Gómez, Leidy & Krussig, Thomas & Marotta, Luana & Méndez, Carolina & Neilson, Christopher, 2022. "The Potential of Smart Matching Platforms in Teacher Assignment: The Case of Ecuador," IDB Publications (Working Papers) 12483, Inter-American Development Bank.
    • Handle: RePEc:idb:brikps:12483
    DOI: http://dx.doi.org/10.18235/0004527
    as

    Download full text from publisher

    File URL: https://publications.iadb.org/publications/english/document/The-Potential-of-Smart-Matching-Platforms-in-Teacher-Assignment-The-Case-Ecuador.pdf
    Download Restriction: no
    File URL: https://libkey.io/http://dx.doi.org/10.18235/0004527?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. repec:mpr:mprres:7375 is not listed on IDEAS
    2. Eleonora Bertoni & Gregory Elacqua & Diana Hincapié & Carolina Méndez & Diana Paredese, 2023. "Teachers’ Preferences for Proximity and the Implications for Staffing Schools: Evidence from Peru," Education Finance and Policy, MIT Press, vol. 18(2), pages 181-212, Spring.
    3. Ajzenman, Nicolas & Elacqua, Gregory & Marotta, Luana & Olsen, Anne Sofie, 2021. "Order Effects and Employment Decisions: Experimental Evidence from a Nationwide Program," IZA Discussion Papers 14690, IZA Network @ LISER.
    4. Umut Dur & Onur Kesten, 2019. "Sequential versus simultaneous assignment systems and two applications," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 68(2), pages 251-283, September.
    5. Thomas J. Kane & Douglas O. Staiger, 2008. "Estimating Teacher Impacts on Student Achievement: An Experimental Evaluation," NBER Working Papers 14607, National Bureau of Economic Research, Inc.
    6. Emmanuel Saez, 2009. "Details Matter: The Impact of Presentation and Information on the Take-Up of Financial Incentives for Retirement Saving," American Economic Journal: Economic Policy, American Economic Association, vol. 1(1), pages 204-228, February.
    7. Gregory Elacqua & Diana Hincapie & Isabel Hincapie & Veronica Montalva, 2022. "Can Financial Incentives Help Disadvantaged Schools to Attract and Retain High‐Performing Teachers? Evidence from Chile," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 41(2), pages 603-631, March.
    8. Sebastian Calonico & Matias D Cattaneo & Max H Farrell, 2020. "Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs," The Econometrics Journal, Royal Economic Society, vol. 23(2), pages 192-210.
    9. Donald Boyd & Hamilton Lankford & Susanna Loeb & James Wyckoff, 2005. "Explaining the Short Careers of High-Achieving Teachers in Schools with Low-Performing Students," American Economic Review, American Economic Association, vol. 95(2), pages 166-171, May.
    10. Clotfelter, Charles & Glennie, Elizabeth & Ladd, Helen & Vigdor, Jacob, 2008. "Would higher salaries keep teachers in high-poverty schools? Evidence from a policy intervention in North Carolina," Journal of Public Economics, Elsevier, vol. 92(5-6), pages 1352-1370, June.
    11. Torberg Falch, 2011. "Teacher Mobility Responses to Wage Changes: Evidence from a Quasi-natural Experiment," American Economic Review, American Economic Association, vol. 101(3), pages 460-465, May.
    12. Sarah Cohodes & Sean P. Corcoran & Jennifer Jennings & Carolyn Sattin-Bajaj, 2022. "When Do Informational Interventions Work? Experimental Evidence from New York City High School Choice," Opportunity and Inclusive Growth Institute Working Papers 057, Federal Reserve Bank of Minneapolis.
    13. Pereyra, Juan Sebastián, 2013. "A dynamic school choice model," Games and Economic Behavior, Elsevier, vol. 80(C), pages 100-114.
    14. Adam J. Kapor & Christopher A. Neilson & Seth D. Zimmerman, 2020. "Heterogeneous Beliefs and School Choice Mechanisms," American Economic Review, American Economic Association, vol. 110(5), pages 1274-1315, May.
    15. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2014. "Measuring the Impacts of Teachers I: Evaluating Bias in Teacher Value-Added Estimates," American Economic Review, American Economic Association, vol. 104(9), pages 2593-2632, September.
    16. Tahir Andrabi & Jishnu Das & Asim Ijaz Khwaja, 2017. "Report Cards: The Impact of Providing School and Child Test Scores on Educational Markets," American Economic Review, American Economic Association, vol. 107(6), pages 1535-1563, June.
    17. Elacqua, Gregory & Westh Olsen, Anne Sofie & Velez-Ferro, Santiago, 2021. "The Market Design Approach to Teacher Assignment: Evidence from Ecuador," IDB Publications (Working Papers) 11854, Inter-American Development Bank.
    18. Katarína Cechlárová & Tamás Fleiner & David Manlove & Iain McBride & Eva Potpinková, 2015. "Modelling practical placement of trainee teachers to schools," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 23(3), pages 547-562, September.
    19. Nicolás Ajzenman & Eleonora Bertoni & Gregory Elacqua & Luana Marotta & Carolina Méndez Vargas, 2024. "Altruism or Money? Reducing Teacher Sorting Using Behavioral Strategies in Peru," Journal of Labor Economics, University of Chicago Press, vol. 42(4), pages 1049-1091.
    20. Esther Duflo & Emmanuel Saez, 2003. "The Role of Information and Social Interactions in Retirement Plan Decisions: Evidence from a Randomized Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 815-842.
    21. Hunt Allcott & Todd Rogers, 2014. "The Short-Run and Long-Run Effects of Behavioral Interventions: Experimental Evidence from Energy Conservation," American Economic Review, American Economic Association, vol. 104(10), pages 3003-3037, October.
    22. repec:mpr:mprres:7413 is not listed on IDEAS
    23. Justine S. Hastings & Jeffrey M. Weinstein, 2008. "Information, School Choice, and Academic Achievement: Evidence from Two Experiments," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(4), pages 1373-1414.
    24. Steven G. Rivkin & Eric A. Hanushek & John F. Kain, 2005. "Teachers, Schools, and Academic Achievement," Econometrica, Econometric Society, vol. 73(2), pages 417-458, March.
    25. repec:mpr:mprres:7412 is not listed on IDEAS
    26. Jeffrey R. Kling & Sendhil Mullainathan & Eldar Shafir & Lee C. Vermeulen & Marian V. Wrobel, 2012. "Comparison Friction: Experimental Evidence from Medicare Drug Plans," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 199-235.
    27. 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.
    28. Ginger Zhe Jin & Phillip Leslie, 2003. "The Effect of Information on Product Quality: Evidence from Restaurant Hygiene Grade Cards," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(2), pages 409-451.
    29. Claudia Allende & Francisco Gallego & Christopher Neilson, 2019. "Approximating The Equilibrium Effects of Informed School Choice," Working Papers 2019-16, Princeton University. Economics Department..
    30. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    31. Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
    32. Andrew Gelman & Guido Imbens, 2019. "Why High-Order Polynomials Should Not Be Used in Regression Discontinuity Designs," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(3), pages 447-456, July.
    33. Li Feng & Tim R. Sass, 2018. "The Impact of Incentives to Recruit and Retain Teachers in “Hard†to†Staff†Subjects," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 37(1), pages 112-135, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ajzenman, Nicolás & Elacqua, Gregory & Marotta, Luana & Westh Olsen, Anne Sofie, 2021. "Order Effects and Employment Decisions: Experimental Evidence from a Nationwide Program," IDB Publications (Working Papers) 11541, Inter-American Development Bank.
    2. Bates, Michael & Dinerstein, Michael & Johnston, Andrew C. & Sorkin, Isaac, 2022. "Teacher Labor Market Equilibrium and Student Achievement," IZA Discussion Papers 15052, IZA Network @ LISER.
    3. Naven, Matthew & Whalen, Daniel, 2022. "The signaling value of university rankings: Evidence from top 14 law schools," Economics of Education Review, Elsevier, vol. 89(C).
    4. Bau, Natalie, 2019. "Estimating an Equilibrium Model of Horizontal Competition in Education," CEPR Discussion Papers 13924, C.E.P.R. Discussion Papers.
    5. Zuchanek, Kevin J., 2025. "Bridging language gaps: Native language school assignment information under immediate acceptance," Ruhr Economic Papers 1172, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    6. Hongmei Ma & Wanpeng Lei, 2025. "Compensating teachers serving rural schools: evidence from a developing region in southern China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-15, December.
    7. Cuesta, José Ignacio & González, Felipe & Larroulet Philippi, Cristian, 2020. "Distorted quality signals in school markets," Journal of Development Economics, Elsevier, vol. 147(C).
    8. Mauricio Villamizar‐Villegas & Freddy A. Pinzon‐Puerto & Maria Alejandra Ruiz‐Sanchez, 2022. "A comprehensive history of regression discontinuity designs: An empirical survey of the last 60 years," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1130-1178, September.
    9. Robert Ainsworth & Rajeev Dehejia & Cristian Pop-Eleches & Miguel Urquiola, 2020. "Information, Preferences, and Household Demand for School Value Added," NBER Working Papers 28267, National Bureau of Economic Research, Inc.
    10. Sarah Cohodes & Sean Corcoran & Jennifer Jennings & Carolyn Sattin-Bajaj, 2022. "When Do Informational Interventions Work? Experimental Evidence from New York City High School Choice," NBER Working Papers 29690, National Bureau of Economic Research, Inc.
    11. 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..
    12. Matteo Bobba & Tim Ederer & Gianmarco León-Ciliotta & Christopher A. Neilson & Marco Nieddu, 2021. "Teacher compensation and structural inequality: Evidence from centralized teacher school choice in Perú," Economics Working Papers 1788, Department of Economics and Business, Universitat Pompeu Fabra.
    13. Li, Yunfei & Babazono, Akira & Jamal, Aziz & Liu, Ning & Fujita, Takako & Zhao, Rui & Maeno, Yukari & Su, Ya & Liang, Lifan & Yao, Lan, 2022. "The impact of lifestyle guidance intervention on health outcomes among Japanese middle-aged population with metabolic syndrome: A regression discontinuity study," Social Science & Medicine, Elsevier, vol. 314(C).
    14. Park, Albert & Shi, Xinzheng & Hsieh, Chang-tai & An, Xuehui, 2015. "Magnet high schools and academic performance in China: A regression discontinuity design," Journal of Comparative Economics, Elsevier, vol. 43(4), pages 825-843.
    15. Elacqua, Gregory & Rodrigues, Mateus & Rosa, Leonardo, 2025. "Impact of Monetary Incentives on Teacher Decisions to Leave and Choose Schools: Evidence from a Policy Reform in SaÞo Paulo," IDB Publications (Working Papers) 13950, Inter-American Development Bank.
    16. Elisa Facchetti & Lorenzo Neri & Marco Ovidi, 2021. "Should you Meet The Parents? The impact of information on non-test score attributes on school choice," DISCE - Working Papers del Dipartimento di Economia e Finanza def113, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    17. Figlio, D. & Karbownik, K. & Salvanes, K.G., 2016. "Education Research and Administrative Data," Handbook of the Economics of Education,, Elsevier.
    18. Brigitte C. Madrian, 2014. "Applying Insights from Behavioral Economics to Policy Design," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 663-688, August.
    19. Imberman, Scott A. & Lovenheim, Michael F., 2016. "Does the market value value-added? Evidence from housing prices after a public release of school and teacher value-added," Journal of Urban Economics, Elsevier, vol. 91(C), pages 104-121.
    20. Nicolás Ajzenman & Eleonora Bertoni & Gregory Elacqua & Luana Marotta & Carolina Méndez Vargas, 2024. "Altruism or Money? Reducing Teacher Sorting Using Behavioral Strategies in Peru," Journal of Labor Economics, University of Chicago Press, vol. 42(4), pages 1049-1091.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:idb:brikps:12483. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Felipe Herrera Library (email available below). General contact details of provider: https://edirc.repec.org/data/iadbbus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.