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JUE Insight: What is the impact of opportunity zones on job postings?

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  • Atkins, Rachel M.B.
  • Hernández-Lagos, Pablo
  • Jara-Figueroa, Cristian
  • Seamans, Robert

Abstract

We study the effect of Opportunity Zones (OZs) on job postings using data comprising the near-universe of U.S. online job postings. The OZs program grants tax breaks for investment in designated distressed communities, nominated by each state’s governor based on multiple factors. We use propensity score matching to account for those factors and a difference-in-differences model over the matched sample to estimate the effect of the program. We find limited evidence of any effect of OZs on job postings on average, although we do find small positive effects in urban areas, in areas with above median Black population, and in some states.

Suggested Citation

  • Atkins, Rachel M.B. & Hernández-Lagos, Pablo & Jara-Figueroa, Cristian & Seamans, Robert, 2023. "JUE Insight: What is the impact of opportunity zones on job postings?," Journal of Urban Economics, Elsevier, vol. 136(C).
  • Handle: RePEc:eee:juecon:v:136:y:2023:i:c:s0094119023000141
    DOI: 10.1016/j.jue.2023.103545
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    References listed on IDEAS

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    1. Bagger, Jesper & Fontaine, Francois & Galenianos, Manolis & Trapeznikova, Ija, 2022. "Vacancies, employment outcomes and firm growth: Evidence from Denmark," Labour Economics, Elsevier, vol. 75(C).
    2. Azar, José & Marinescu, Ioana & Steinbaum, Marshall & Taska, Bledi, 2020. "Concentration in US labor markets: Evidence from online vacancy data," Labour Economics, Elsevier, vol. 66(C).
    3. repec:eme:rlec11:s0147-9121(06)26002-3 is not listed on IDEAS
    4. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    5. Brad Hershbein & Lisa B. Kahn, 2018. "Do Recessions Accelerate Routine-Biased Technological Change? Evidence from Vacancy Postings," American Economic Review, American Economic Association, vol. 108(7), pages 1737-1772, July.
    6. Papke, Leslie E., 1994. "Tax policy and urban development : Evidence from the Indiana enterprise zone program," Journal of Public Economics, Elsevier, vol. 54(1), pages 37-49, May.
    7. Criscuolo, Chiara & Martin, Ralf & Overman, Henry & Van Reenen, John, 2012. "The Causal Effects of an Industrial Policy," IZA Discussion Papers 6323, Institute of Labor Economics (IZA).
    8. Jiafeng Chen & Edward Glaeser & David Wessel, 2022. "JUE Insight: The (Non-)Effect of Opportunity Zones on Housing Prices," Papers 2204.06967, arXiv.org.
    9. David Neumark & Junfu Zhang & Brandon Wall, 2007. "Employment Dynamics and Business Relocation: New Evidence from the National Establishment Time Series," Research in Labor Economics, in: Aspects of Worker Well-Being, pages 39-83, Emerald Group Publishing Limited.
    10. Avi Goldfarb & Bledi Taska & Florenta Teodoridis, 2020. "Artificial Intelligence in Health Care? Evidence from Online Job Postings," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 400-404, May.
    11. Timothy J. Bartik, 2004. "Evaluating the Impacts of Local Economic Development Policies on Local Economic Outcomes: What Has Been Done and What Is Doable?," Book chapters authored by Upjohn Institute researchers, in: Evaluating Local Economic and Employment Development: How to Access Waht Works Among Programmes and Policies, pages 113-142, W.E. Upjohn Institute for Employment Research.
    12. Boarnet, Marlon G. & Bogart, William T., 1996. "Enterprise Zones and Employment: Evidence from New Jersey," Journal of Urban Economics, Elsevier, vol. 40(2), pages 198-215, September.
    13. Chiara Criscuolo & Ralf Martin & Henry G. Overman & John Van Reenen, 2019. "Some Causal Effects of an Industrial Policy," American Economic Review, American Economic Association, vol. 109(1), pages 48-85, January.
    14. Edward L. Glaeser & Joshua D. Gottlieb, 2008. "The Economics of Place-Making Policies," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 39(1 (Spring), pages 155-253.
    15. Matias Busso & Jesse Gregory & Patrick Kline, 2013. "Assessing the Incidence and Efficiency of a Prominent Place Based Policy," American Economic Review, American Economic Association, vol. 103(2), pages 897-947, April.
    16. Neumark, David & Simpson, Helen, 2015. "Place-Based Policies," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 1197-1287, Elsevier.
    17. Patrick Kline & Enrico Moretti, 2014. "People, Places, and Public Policy: Some Simple Welfare Economics of Local Economic Development Programs," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 629-662, August.
    18. Steven J. Davis & R. Jason Faberman & John C. Haltiwanger, 2013. "The Establishment-Level Behavior of Vacancies and Hiring," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 581-622.
    19. Forsythe, Eliza & Kahn, Lisa B. & Lange, Fabian & Wiczer, David, 2020. "Labor demand in the time of COVID-19: Evidence from vacancy postings and UI claims," Journal of Public Economics, Elsevier, vol. 189(C).
    20. Neumark, David & Kolko, Jed, 2010. "Do enterprise zones create jobs? Evidence from California's enterprise zone program," Journal of Urban Economics, Elsevier, vol. 68(1), pages 1-19, July.
    21. Freedman, Matthew & Khanna, Shantanu & Neumark, David, 2023. "JUE Insight: The Impacts of Opportunity Zones on Zone Residents," Journal of Urban Economics, Elsevier, vol. 133(C).
    22. David Deming & Lisa B. Kahn, 2018. "Skill Requirements across Firms and Labor Markets: Evidence from Job Postings for Professionals," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 337-369.
    23. Elizabeth Gutiérrez & Ben Lourie & Alexander Nekrasov & Terry Shevlin, 2020. "Are Online Job Postings Informative to Investors?," Management Science, INFORMS, vol. 66(7), pages 3133-3141, July.
    24. Ham, John C. & Swenson, Charles & İmrohoroğlu, Ayşe & Song, Heonjae, 2011. "Government programs can improve local labor markets: Evidence from State Enterprise Zones, Federal Empowerment Zones and Federal Enterprise Community," Journal of Public Economics, Elsevier, vol. 95(7), pages 779-797.
    25. Freedman, Matthew, 2012. "Teaching new markets old tricks: The effects of subsidized investment on low-income neighborhoods," Journal of Public Economics, Elsevier, vol. 96(11), pages 1000-1014.
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    More about this item

    Keywords

    Opportunity zones; Employment; Place-based policies; Tax policies; Job postings;
    All these keywords.

    JEL classification:

    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J38 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Public Policy
    • H25 - Public Economics - - Taxation, Subsidies, and Revenue - - - Business Taxes and Subsidies
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

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