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Enforcement Spillovers and the Efficiency Costs of Means-Tested Transfers: Evidence from Workplace Networks

Author

Listed:
  • Vilá, Joan

    (IECON, Universidad de la República)

  • Bergolo, Marcelo

    (IECON, Universidad de la República)

  • Cruces, Guillermo

    (University of Nottingham)

Abstract

Standard welfare evaluations of means-tested transfers typically focus on households directly exposed to eligibility enforcement. We show that this approach misses important spillovers when enforcement events transmit information through workplace networks. We study Uruguay's AFAM-PE conditional cash transfer, where income eligibility is monitored monthly using administrative records of formal earnings, but many beneficiaries have limited knowledge of the income rule. Linking program records, social security data, and firm identifiers, we construct workplace networks and estimate spillovers using a fuzzy RD design around the income threshold. Coworkers of peers just above the cutoff reduce registered labor earnings by 20%; the fuzzy RD estimate implies a decline of about one-third of baseline earnings following a peer's suspension. The response is persistent, operates mainly through formal employment, and largely reflects transitions to informal work. Spillovers are stronger in small firms, among similar coworkers, and when peers contact the support service. Incorporating these indirect responses lowers the estimated MVPF from 0.53 to 0.36.

Suggested Citation

  • Vilá, Joan & Bergolo, Marcelo & Cruces, Guillermo, 2026. "Enforcement Spillovers and the Efficiency Costs of Means-Tested Transfers: Evidence from Workplace Networks," IZA Discussion Papers 18785, IZA Network @ LISER.
  • Handle: RePEc:iza:izadps:dp18785
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    1. Anna Aizer & Hilary W. Hoynes & Adriana Lleras-Muney, 2022. "Children and the US Social Safety Net: Balancing Disincentives for Adults and Benefits for Children," NBER Working Papers 29754, National Bureau of Economic Research, Inc.
    2. Andrew Barr & Jonathan Eggleston & Alexander A Smith, 2023. "Investing in Infants: the Lasting Effects of Cash Transfers to New Families," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(4), pages 2539-2583.
    3. Montgomery, James D, 1991. "Social Networks and Labor-Market Outcomes: Toward an Economic Analysis," American Economic Review, American Economic Association, vol. 81(5), pages 1407-1418, December.
    4. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Rocío Titiunik, 2019. "Regression Discontinuity Designs Using Covariates," The Review of Economics and Statistics, MIT Press, vol. 101(3), pages 442-451, July.
    5. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    6. Bosch, Mariano & Maloney, William F., 2010. "Comparative analysis of labor market dynamics using Markov processes: An application to informality," Labour Economics, Elsevier, vol. 17(4), pages 621-631, August.
    7. Bergolo, M. & Cruces, G., 2021. "The anatomy of behavioral responses to social assistance when informal employment is high," Journal of Public Economics, Elsevier, vol. 193(C).
    8. Henrik Jacobsen Kleven & Martin B. Knudsen & Claus Thustrup Kreiner & Søren Pedersen & Emmanuel Saez, 2011. "Unwilling or Unable to Cheat? Evidence From a Tax Audit Experiment in Denmark," Econometrica, Econometric Society, vol. 79(3), pages 651-692, May.
    9. Francesco Drago & Friederike Mengel & Christian Traxler, 2020. "Compliance Behavior in Networks: Evidence from a Field Experiment," American Economic Journal: Applied Economics, American Economic Association, vol. 12(2), pages 96-133, April.
    10. Matteo Bobba & Jérémie Gignoux, 2019. "Neighborhood Effects in Integrated Social Policies," PSE-Ecole d'économie de Paris (Postprint) halshs-01509730, HAL.
    11. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    12. Amy Finkelstein & Nathaniel Hendren, 2020. "Welfare Analysis Meets Causal Inference," NBER Working Papers 27640, National Bureau of Economic Research, Inc.
    13. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    14. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    15. Moffitt, Robert A., 2002. "Welfare programs and labor supply," Handbook of Public Economics, in: A. J. Auerbach & M. Feldstein (ed.), Handbook of Public Economics, edition 1, volume 4, chapter 34, pages 2393-2430, Elsevier.
    16. Marc K. Chan & Robert Moffitt, 2018. "Welfare Reform and the Labor Market," Annual Review of Economics, Annual Reviews, vol. 10(1), pages 347-381, August.
    17. Antoni Calvó-Armengol & Matthew O. Jackson, 2004. "The Effects of Social Networks on Employment and Inequality," American Economic Review, American Economic Association, vol. 94(3), pages 426-454, June.
    18. Andrew Barr & Jonathan Eggleston & Alexander A Smith, 2022. "Investing in Infants: the Lasting Effects of Cash Transfers to New Families [“The Long-Run Impact of Cash Transfers to Poor Families,”]," The Quarterly Journal of Economics, Oxford University Press, vol. 137(4), pages 2539-2583.
    19. David Jinkins & Elira Kuka & Claudio Labanca, 2025. "Welfare Programs and Crime Spillovers," NBER Working Papers 33926, National Bureau of Economic Research, Inc.
    20. Dina Pomeranz, 2015. "No Taxation without Information: Deterrence and Self-Enforcement in the Value Added Tax," American Economic Review, American Economic Association, vol. 105(8), pages 2539-2569, August.
    21. Anna Aizer & Hilary Hoynes & Adriana Lleras-Muney, 2022. "Children and the US Social Safety Net: Balancing Disincentives for Adults and Benefits for Children," Journal of Economic Perspectives, American Economic Association, vol. 36(2), pages 149-174, Spring.
    22. Matteo Bobba & Jérémie Gignoux, 2019. "Neighborhood Effects in Integrated Social Policies," Post-Print halshs-01509730, HAL.
    23. Johannes Rincke & Christian Traxler, 2011. "Enforcement Spillovers," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1224-1234, November.
    24. Gordon B. Dahl & Katrine V. L?ken & Magne Mogstad, 2014. "Peer Effects in Program Participation," American Economic Review, American Economic Association, vol. 104(7), pages 2049-2074, July.
    25. Christina Korting & Carl Lieberman & Jordan Matsudaira & Zhuan Pei & Yi Shen, 2023. "Visual Inference and Graphical Representation in Regression Discontinuity Designs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(3), pages 1977-2019.
    26. Raj Chetty & John N. Friedman & Emmanuel Saez, 2013. "Using Differences in Knowledge across Neighborhoods to Uncover the Impacts of the EITC on Earnings," American Economic Review, American Economic Association, vol. 103(7), pages 2683-2721, December.
    27. Jäger, Simon & Heining, Jörg, 2019. "How Substitutable Are Workers? Evidence from Worker Deaths," MPRA Paper 109757, University Library of Munich, Germany, revised 01 Jan 2019.
    28. Anna Aizer & Shari Eli & Joseph Ferrie & Adriana Lleras-Muney, 2016. "The Long-Run Impact of Cash Transfers to Poor Families," American Economic Review, American Economic Association, vol. 106(4), pages 935-971, April.
    29. Garganta, Santiago & Gasparini, Leonardo, 2015. "The impact of a social program on labor informality: The case of AUH in Argentina," Journal of Development Economics, Elsevier, vol. 115(C), pages 99-110.
    30. Matteo Bobba & Jérémie Gignoux, 2019. "Neighborhood Effects in Integrated Social Policies," The World Bank Economic Review, World Bank, vol. 33(1), pages 116-139.
    31. Gabriel Ulyssea, 2018. "Firms, Informality, and Development: Theory and Evidence from Brazil," American Economic Review, American Economic Association, vol. 108(8), pages 2015-2047, August.
    32. Gordon B. Dahl & Anne C. Gielen, 2021. "Intergenerational Spillovers in Disability Insurance," American Economic Journal: Applied Economics, American Economic Association, vol. 13(2), pages 116-150, April.
    33. Matias Giaccobasso, 2026. "Delaying Fertility, Advancing Careers: The Lasting Consequences of Growing Up with a Safety Net," RFBerlin Discussion Paper Series 26139, ROCKWOOL Foundation Berlin (RFBerlin).
    34. Aizer, Anna & Currie, Janet, 2004. "Networks or neighborhoods? Correlations in the use of publicly-funded maternity care in California," Journal of Public Economics, Elsevier, vol. 88(12), pages 2573-2585, December.
    35. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2018. "Manipulation testing based on density discontinuity," Stata Journal, StataCorp LLC, vol. 18(1), pages 234-261, March.
    36. Amy Finkelstein & Nathaniel Hendren, 2020. "Welfare Analysis Meets Causal Inference," Journal of Economic Perspectives, American Economic Association, vol. 34(4), pages 146-167, Fall.
    37. Fernanda Brollo & Katja Maria Kaufmann & Eliana La Ferrara, 2020. "Learning Spillovers in Conditional Welfare Programmes: Evidence from Brazil," The Economic Journal, Royal Economic Society, vol. 130(628), pages 853-879.
    38. Santiago Levy & Norbert Schady, 2013. "Latin America's Social Policy Challenge: Education, Social Insurance, Redistribution," Journal of Economic Perspectives, American Economic Association, vol. 27(2), pages 193-218, Spring.
    39. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    40. Claudio A. Mora-García & Tomás Rau, 2023. "Peer Effects in the Adoption of a Youth Employment Subsidy," The Review of Economics and Statistics, MIT Press, vol. 105(3), pages 614-625, May.
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    Keywords

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    JEL classification:

    • H53 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Welfare Programs
    • H75 - Public Economics - - State and Local Government; Intergovernmental Relations - - - State and Local Government: Health, Education, and Welfare
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • J46 - Labor and Demographic Economics - - Particular Labor Markets - - - Informal Labor Market
    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements

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