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Estimating the Economic Effects of US State and Local Fiscal Policy: A Synthetic Control Method Matched Regression Approach

Author

Listed:
  • Rickman, Dan S.
  • Wang, Hongbo

Abstract

In this paper, we attempt to address the limitations of previous research to provide further guidance on US state and local fiscal policymaking. We implement the synthetic control method to create pairwise matches for states in subsequent regression analysis. Several economic indicators and principal component analysis are used to construct broader narratives of state economic performance and we provide updated evidence. We compare the results with those obtained from using neighbors as matches and from standard unmatched growth regressions. The matched regressions produce more statistically significant relationships between state and local fiscal variables and economic outcomes than do the standard growth regressions. Although the findings provide additional guidance for state and local fiscal policymakers, a lack of robustness across alternative economic indicators and heterogeneity of results confirm the elusiveness of recommendations on specific policies that are applicable in all circumstances.

Suggested Citation

  • Rickman, Dan S. & Wang, Hongbo, 2022. "Estimating the Economic Effects of US State and Local Fiscal Policy: A Synthetic Control Method Matched Regression Approach," MPRA Paper 112575, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:112575
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    References listed on IDEAS

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    1. James Alm, 2017. "Is Economics Useful for Public Policy?," Southern Economic Journal, John Wiley & Sons, vol. 83(4), pages 835-854, April.
    2. Yihua Yu & Dan S. Rickman, 2013. "US state and local fiscal policies and non-metropolitan area economic performance: A spatial equilibrium analysis," Papers in Regional Science, Wiley Blackwell, vol. 92(3), pages 579-597, August.
    3. Dan S. Rickman, 2010. "Modern Macroeconomics And Regional Economic Modeling," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 23-41, February.
    4. Baltagi, Badi H. & Song, Seuck Heun & Koh, Won, 2003. "Testing panel data regression models with spatial error correlation," Journal of Econometrics, Elsevier, vol. 117(1), pages 123-150, November.
    5. Reed, W. Robert, 2008. "The Robust Relationship Between Taxes and U.S. State Income Growth," National Tax Journal, National Tax Association;National Tax Journal, vol. 61(1), pages 57-80, March.
    6. Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
    7. Conway, Karen Smith & Rork, Jonathan C., 2006. "State "Death" Taxes and Elderly Migration—the Chicken or the Egg?," National Tax Journal, National Tax Association;National Tax Journal, vol. 59(1), pages 97-128, March.
    8. Timothy J. Bartik, 1991. "Who Benefits from State and Local Economic Development Policies?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number wbsle.
    9. Ben Zou, 2018. "The Local Economic Impacts of Military Personnel," Journal of Labor Economics, University of Chicago Press, vol. 36(3), pages 589-621.
    10. William G. Gale & Aaron Krupkin & Kim Rueben, 2015. "The Relationship Between Taxes and Growth at the State Level: New Evidence," National Tax Journal, National Tax Association;National Tax Journal, vol. 68(4), pages 919-942, December.
    11. Mark D. Partridge & Dan S. Rickman, 1998. "Regional Computable General Equilibrium Modeling: A Survey and Critical Appraisal," International Regional Science Review, , vol. 21(3), pages 205-248, December.
    12. Timothy J. Bartik & Nathan Sotherland, 2019. "Local Job Multipliers in the United States: Variation with Local Characteristics and with High-Tech Shocks," Upjohn Working Papers 19-301, W.E. Upjohn Institute for Employment Research.
    13. Thomas Luke Spreen, 2018. "The Effect of Flat Tax Rates on Taxable Income: Evidence from the Illinois Rate Increase," National Tax Journal, National Tax Association;National Tax Journal, vol. 71(2), pages 231-262, June.
    14. Jiri Jonas, 2012. "Great Recession and Fiscal Squeeze at U.S. Subnational Government Level," IMF Working Papers 2012/184, International Monetary Fund.
    15. Stephen J. Lusch & James Stekelberg, 2020. "State Tax Haven Legislation and Corporate Income Tax Revenues," Public Finance Review, , vol. 48(3), pages 354-383, May.
    16. Ryan Greenaway‐McGrevy & Kyle Hood, 2019. "Aggregate effects and measuring regional dynamics," Papers in Regional Science, Wiley Blackwell, vol. 98(5), pages 1955-1991, October.
    17. Millo, Giovanni & Piras, Gianfranco, 2012. "splm: Spatial Panel Data Models in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 47(i01).
    18. Jacques Poot, 2000. "A Synthesis of Empirical Research on the Impact of Government onLong‐Run Growth," Growth and Change, Wiley Blackwell, vol. 31(4), pages 516-546.
    19. Ronald C. Fisher, 1997. "Effects of state and local public services on economic development," New England Economic Review, Federal Reserve Bank of Boston, issue Mar, pages 53-82.
    20. Michael Wasylenko, 1997. "Taxation and economic development: the state of the economic literature," New England Economic Review, Federal Reserve Bank of Boston, issue Mar, pages 37-52.
    21. Alberto Abadie, 2021. "Using Synthetic Controls: Feasibility, Data Requirements, and Methodological Aspects," Journal of Economic Literature, American Economic Association, vol. 59(2), pages 391-425, June.
    22. Timothy M. Komarek, 2020. "State‐level austerity, education, and large urban labor markets: Evidence from fiscal policy experiments in Kansas and Wisconsin," Growth and Change, Wiley Blackwell, vol. 51(2), pages 556-583, June.
    23. Hongbo Wang & Dan Rickman, 2018. "Regional growth differences in China for 1995–2013: an empirical integrative analysis of their sources," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(1), pages 99-117, January.
    24. Conroy, Tessa & Deller, Steven & Tsvetkova, Alexandra, 2016. "Regional business climate and interstate manufacturing relocation decisions," Regional Science and Urban Economics, Elsevier, vol. 60(C), pages 155-168.
    25. 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.
    26. repec:rre:publsh:v:33:y:2003:i:1:p:40-60 is not listed on IDEAS
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    Keywords

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    JEL classification:

    • H71 - Public Economics - - State and Local Government; Intergovernmental Relations - - - State and Local Taxation, Subsidies, and Revenue
    • H72 - Public Economics - - State and Local Government; Intergovernmental Relations - - - State and Local Budget and Expenditures
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • R38 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Government Policy

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