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Do Research Universities Recession Proof Their Regions? Evidence from State Flagship College Towns

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Abstract

Using synthetic differences-in-differences models, we study whether U.S. counties containing state flagship universities experienced resiliency via lower unemployment rates during the past three U.S. recessions. We find an insignificant effect for the 2001 recession and a large resiliency effect for the 2008-2009 recession. However, counties with flagship universities faced higher unemployment rates during the 2020 recession, and were therefore less resilient to the Covid-19 recession than other counties. These results support the hypothesis that stable consumption demand for non-tradables drives resiliency, which was absent during the 2020 recession when most university campuses were closed to students due to Covid-19 restrictions.

Suggested Citation

  • Robert Calvert Jump & Adam Scavette, 2024. "Do Research Universities Recession Proof Their Regions? Evidence from State Flagship College Towns," Working Paper 24-05, Federal Reserve Bank of Richmond.
  • Handle: RePEc:fip:fedrwp:98523
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    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Naomi Hausman, 2022. "University Innovation and Local Economic Growth," The Review of Economics and Statistics, MIT Press, vol. 104(4), pages 718-735, October.
    3. Valero, Anna & Van Reenen, John, 2019. "The economic impact of universities: Evidence from across the globe," Economics of Education Review, Elsevier, vol. 68(C), pages 53-67.
    4. Brad R. Humphreys, 2000. "Do Business Cycles Affect State Appropriations to Higher Education?," Southern Economic Journal, John Wiley & Sons, vol. 67(2), pages 398-413, October.
    5. Andersson, Roland & Quigley, John M. & Wilhelmsson, Mats, 2009. "Urbanization, productivity, and innovation: Evidence from investment in higher education," Journal of Urban Economics, Elsevier, vol. 66(1), pages 2-15, July.
    6. Thiemo Fetzer, 2019. "Did Austerity Cause Brexit?," American Economic Review, American Economic Association, vol. 109(11), pages 3849-3886, November.
    7. Davide Cantoni & Noam Yuchtman, 2014. "Medieval Universities, Legal Institutions, and the Commercial Revolution," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 823-887.
    8. Elias Giannakis & Adriana Bruggeman, 2017. "Determinants of regional resilience to economic crisis: a European perspective," European Planning Studies, Taylor & Francis Journals, vol. 25(8), pages 1394-1415, August.
    9. Ron Martin, 2012. "Regional economic resilience, hysteresis and recessionary shocks," Journal of Economic Geography, Oxford University Press, vol. 12(1), pages 1-32, January.
    10. Brad Hershbein & Bryan A. Stuart, 2024. "The Evolution of Local Labor Markets after Recessions," American Economic Journal: Applied Economics, American Economic Association, vol. 16(3), pages 399-435, July.
    11. Samia FERHAT, 2022. "The impact of university openings on labor market outcomes," Thema Working Papers 2022-18, THEMA (Théorie Economique, Modélisation et Applications), CY Cergy-Paris University, ESSEC and CNRS.
    12. Robert Kelchen & Dubravka Ritter & Douglas A. Webber, 2024. "Predicting College Closures and Financial Distress," NBER Chapters, in: Financing Institutions of Higher Education, pages 103-162, National Bureau of Economic Research, Inc.
    13. Domazlicky, Bruce R., 1980. "Regional Business Cycles: A Survey," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 10(01), pages 1-20.
    14. Timothy Bartik, 2021. "Policy Versus Luck in Pittsburgh and Cleveland’s Economies," Economic Development Quarterly, , vol. 35(3), pages 179-180, August.
    15. Helena Schweiger & Alexander Stepanov & Paolo Zacchia, 2022. "The Long-Run Effects of R&D Place-Based Policies: Evidence from Russian Science Cities," American Economic Journal: Economic Policy, American Economic Association, vol. 14(3), pages 322-351, August.
    16. Ron Martin & Peter Sunley, 2015. "On the notion of regional economic resilience: conceptualization and explanation," Journal of Economic Geography, Oxford University Press, vol. 15(1), pages 1-42.
    17. Ayoung Kim & Jaewon Lim & Aaron Colletta, 2023. "How regional economic structure matters in the era of COVID-19: resilience capacity of U.S. states," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 70(1), pages 159-185, February.
    18. Berlingieri, Francesco & Gathmann, Christina & Quinckhardt, Matthias, 2022. "College Openings and Local Economic Development," CEPR Discussion Papers 17374, C.E.P.R. Discussion Papers.
    19. Adalgiso Amendola & Cristian Barra & Roberto Zotti, 2020. "Does graduate human capital production increase local economic development? An instrumental variable approach," Journal of Regional Science, Wiley Blackwell, vol. 60(5), pages 959-994, November.
    20. repec:oup:qjecon:v:128:y:2012:i:1:p:105-164 is not listed on IDEAS
    21. Adam Rose & Shu‐Yi Liao, 2005. "Modeling Regional Economic Resilience to Disasters: A Computable General Equilibrium Analysis of Water Service Disruptions," Journal of Regional Science, Wiley Blackwell, vol. 45(1), pages 75-112, February.
    22. Shawn Kantor & Alexander Whalley, 2014. "Knowledge Spillovers from Research Universities: Evidence from Endowment Value Shocks," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 171-188, March.
    23. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2021. "Synthetic Difference-in-Differences," American Economic Review, American Economic Association, vol. 111(12), pages 4088-4118, December.
    24. Dellas, Harris & Koubi, Vally, 2003. "Business cycles and schooling," European Journal of Political Economy, Elsevier, vol. 19(4), pages 843-859, November.
    25. Diane Alexander & Ezra Karger, 2023. "Do Stay-at-Home Orders Cause People to Stay at Home? Effects of Stay-at-Home Orders on Consumer Behavior," The Review of Economics and Statistics, MIT Press, vol. 105(4), pages 1017-1027, July.
    26. Ron Martin & Peter Sunley, 2020. "Regional economic resilience: evolution and evaluation," Chapters, in: Gillian Bristow & Adrian Healy (ed.), Handbook on Regional Economic Resilience, chapter 2, pages 10-35, Edward Elgar Publishing.
    27. Atkinson, Richard C. & Blanpied, William A., 2008. "Research Universities: Core of the US science and technology system," Technology in Society, Elsevier, vol. 30(1), pages 30-48.
    28. Filippo Di Pietro & Patrizio Lecca & Simone Salotti, 2021. "Regional economic resilience in the European Union: a numerical general equilibrium analysis," Spatial Economic Analysis, Taylor & Francis Journals, vol. 16(3), pages 287-312, July.
    29. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    30. Alessandra Faggian & Roberta Gemmiti & Timothy Jaquet & Isabella Santini, 2018. "Regional economic resilience: the experience of the Italian local labor systems," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(2), pages 393-410, March.
    31. Julian R. Betts & Laurel L. McFarland, 1995. "Safe Port in a Storm: The Impact of Labor Market Conditions on Community College Enrollments," Journal of Human Resources, University of Wisconsin Press, vol. 30(4), pages 741-765.
    32. Adam Scavette, 2019. "Regional Spotlight: Evaluating Metro Unemployment Rates Throughout the Business Cycle," Regional Spotlight, Federal Reserve Bank of Philadelphia, issue 4, pages 12-18.
    33. Jongkwan Lee, 2019. "The Local Economic Impact Of A Large Research University: Evidence From Uc Merced," Economic Inquiry, Western Economic Association International, vol. 57(1), pages 316-332, January.
    34. Hans Fricke, 2017. "Identification Based on Difference-in-Differences Approaches with Multiple Treatments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(3), pages 426-433, June.
    35. Michael T. Owyang & Jeremy Piger & Howard J. Wall, 2005. "Business Cycle Phases in U.S. States," The Review of Economics and Statistics, MIT Press, vol. 87(4), pages 604-616, November.
    36. Douglass, John A., 2016. "THE EVOLUTION OF FLAGSHIP UNIVERSITIES: From the Traditional to the New," University of California at Berkeley, Center for Studies in Higher Education qt5c3289pc, Center for Studies in Higher Education, UC Berkeley.
    37. Ortigueira, Salvador & Santos, Manuel S, 1997. "On the Speed of Convergence in Endogenous Growth Models," American Economic Review, American Economic Association, vol. 87(3), pages 383-399, June.
    38. Nicola Gennaioli & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2013. "Human Capital and Regional Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 105-164.
    39. Beeson, Patricia & Montgomery, Edward B, 1993. "The Effects of Colleges and Universities on Local Labor Markets," The Review of Economics and Statistics, MIT Press, vol. 75(4), pages 753-761, November.
    40. Daniel Felsenstein, 1996. "The University in the Metropolitan Arena: Impacts and Public Policy Implications," Urban Studies, Urban Studies Journal Limited, vol. 33(9), pages 1565-1580, November.
    41. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    JEL classification:

    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • R53 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Public Facility Location Analysis; Public Investment and Capital Stock

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