IDEAS home Printed from https://ideas.repec.org/a/sae/ecdequ/v39y2025i2p99-110.html

Employing Synthetic Control Method to Examine Whether State Corporate Tax Rate Reductions Grow Manufacturing Employment

Author

Listed:
  • Jim Landers
  • Ivy Liu

Abstract

This study examines the impact of reductions in Indiana's corporate income tax rate beginning in July 2012. It employs the synthetic control method to construct a counterfactual, or “synthetic Indiana,†using quarterly manufacturing employment data from 23 states that did not change their tax rates during the 2003–2018 study period. The analysis suggests that a weighted combination of Iowa (11.9%), Tennessee (69.5%), Utah (8%), and Wisconsin (10.5%) best predicts the trajectory of manufacturing employment in Indiana from 2003 to 2011 before the rate cuts. Placebo tests and exact p -value estimates are used to test the significance of the employment effects of the corporate income tax rate cuts, and a placebo-date falsification test is used as a robustness test. The test results suggest that the rate cuts did not impact manufacturing employment. Placebo-date falsification tests suggest that changes to the corporate apportionment formula from 2007 to 2011 instead positively affected manufacturing employment.

Suggested Citation

  • Jim Landers & Ivy Liu, 2025. "Employing Synthetic Control Method to Examine Whether State Corporate Tax Rate Reductions Grow Manufacturing Employment," Economic Development Quarterly, , vol. 39(2), pages 99-110, May.
  • Handle: RePEc:sae:ecdequ:v:39:y:2025:i:2:p:99-110
    DOI: 10.1177/08912424241310108
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/08912424241310108
    Download Restriction: no

    File URL: https://libkey.io/10.1177/08912424241310108?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. Bruno Ferman & Cristine Pinto, 2019. "Inference in Differences-in-Differences with Few Treated Groups and Heteroskedasticity," The Review of Economics and Statistics, MIT Press, vol. 101(3), pages 452-467, July.
    2. Munasib, Abdul & Rickman, Dan S., 2015. "Regional economic impacts of the shale gas and tight oil boom: A synthetic control analysis," Regional Science and Urban Economics, Elsevier, vol. 50(C), pages 1-17.
    3. Gius, Mark, 2019. "Using the synthetic control method to determine the effects of concealed carry laws on state-level murder rates," International Review of Law and Economics, Elsevier, vol. 57(C), pages 1-11.
    4. Helms, L Jay, 1985. "The Effect of State and Local Taxes on Economic Growth: A Time Series-Cross Section Approach," The Review of Economics and Statistics, MIT Press, vol. 67(4), pages 574-582, November.
    5. Goolsbee, Austan & Maydew, Edward L., 2000. "Coveting thy neighbor's manufacturing: the dilemma of state income apportionment," Journal of Public Economics, Elsevier, vol. 75(1), pages 125-143, January.
    6. Alberto Abadie & Alexis Diamond & Jens Hainmueller, 2015. "Comparative Politics and the Synthetic Control Method," American Journal of Political Science, John Wiley & Sons, vol. 59(2), pages 495-510, February.
    7. 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.
    8. Grier, Kevin & Maynard, Norman, 2016. "The economic consequences of Hugo Chavez: A synthetic control analysis," Journal of Economic Behavior & Organization, Elsevier, vol. 125(C), pages 1-21.
    9. Timothy J. Bartik, 1992. "The Effects of State and Local Taxes on Economic Development: A Review of Recent Research," Economic Development Quarterly, , vol. 6(1), pages 102-111, February.
    10. Castillo, Victoria & Figal Garone, Lucas & Maffioli, Alessandro & Salazar, Lina, 2017. "The causal effects of regional industrial policies on employment: A synthetic control approach," Regional Science and Urban Economics, Elsevier, vol. 67(C), pages 25-41.
    11. Mark Gius, 2019. "Using the Synthetic Control Method to Determine the Effect of Ultrasound Laws on State-Level Abortion Rates," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 47(2), pages 205-215, June.
    12. Adam Scavette, 2023. "The Impact of New Jersey's Urban Enterprise Zones on Local Employment: A Synthetic Control Approach," Economic Development Quarterly, , vol. 37(2), pages 127-142, May.
    13. 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.
    14. Ferdinando Monte & Stephen J. Redding & Esteban Rossi-Hansberg, 2018. "Commuting, Migration, and Local Employment Elasticities," American Economic Review, American Economic Association, vol. 108(12), pages 3855-3890, December.
    15. Jed Kolko & David Neumark & Marisol Cuellar Mejia, 2013. "What Do Business Climate Indexes Teach Us About State Policy And Economic Growth?," Journal of Regional Science, Wiley Blackwell, vol. 53(2), pages 220-255, May.
    16. King, Gary & Zeng, Langche, 2006. "The Dangers of Extreme Counterfactuals," Political Analysis, Cambridge University Press, vol. 14(2), pages 131-159, April.
    17. Gupta, Sanjay & Moore, Jared & Gramlich, Jeffrey & Hofmann, Mary Ann, 2009. "Empirical Evidence on the Revenue Effects of State Corporate Income Tax Policies," National Tax Journal, National Tax Association;National Tax Journal, vol. 62(2), pages 237-267, June.
    18. Xiaobing Shuai & Christine Chmura, 2013. "The Effect of State Corporate Income Tax Rate Cuts on Job Creation," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 48(3), pages 183-193, July.
    19. Jacob Bundrick & Weici Yuan, 2019. "Do Targeted Business Subsidies Improve Income and Reduce Poverty? A Synthetic Control Approach," Economic Development Quarterly, , vol. 33(4), pages 351-375, November.
    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. Daniel Albalate & Germà Bel, 2018. "“Do government formation deadlocks damage economic growth? Evidence from history’s longest period of political deadlock”," IREA Working Papers 201817, University of Barcelona, Research Institute of Applied Economics, revised Jul 2018.
    2. Matti, Josh & Zhou, Yang, 2022. "Money is money: The economic impact of BerkShares," Ecological Economics, Elsevier, vol. 192(C).
    3. Adam Scavette, 2023. "The Impact of New Jersey's Urban Enterprise Zones on Local Employment: A Synthetic Control Approach," Economic Development Quarterly, , vol. 37(2), pages 127-142, May.
    4. Jacob Bundrick & Weici Yuan, 2019. "Do Targeted Business Subsidies Improve Income and Reduce Poverty? A Synthetic Control Approach," Economic Development Quarterly, , vol. 33(4), pages 351-375, November.
    5. Huseynov, Samir & Palma, Marco A., "undated". "Does California’s LCFS Reduce CO2 Emissions?," 2018 Annual Meeting, August 5-7, Washington, D.C. 274200, Agricultural and Applied Economics Association.
    6. Lattanzio, Gabriele, 2022. "Beyond religion and culture: The economic consequences of the institutionalization of sharia law," Emerging Markets Review, Elsevier, vol. 52(C).
    7. Giulio Grossi & Marco Mariani & Alessandra Mattei & Patrizia Lattarulo & Ozge Oner, 2020. "Direct and spillover effects of a new tramway line on the commercial vitality of peripheral streets. A synthetic-control approach," Papers 2004.05027, arXiv.org, revised Nov 2023.
    8. David Gilchrist & Thomas Emery & Nuno Garoupa & Rok Spruk, 2023. "Synthetic Control Method: A tool for comparative case studies in economic history," Journal of Economic Surveys, Wiley Blackwell, vol. 37(2), pages 409-445, April.
    9. Joshua C. Hall & Josh Matti & Yang Zhou, 2020. "The economic impact of city–county consolidations: a synthetic control approach," Public Choice, Springer, vol. 184(1), pages 43-77, July.
    10. Cachanosky, Nicolas & Bastos, João Pedro & Padilla, Alexandre & Hernández, Karla C., 2025. "The institutional impact of left-leaning populism in Latin America," European Journal of Political Economy, Elsevier, vol. 86(C).
    11. Daniel Albalate & Germà Bel & Ferran A. Mazaira-Font, 2020. "Ensuring Stability, Accuracy and Meaningfulness in Synthetic Control Methods: The Regularized SHAP-Distance Method," IREA Working Papers 202005, University of Barcelona, Research Institute of Applied Economics, revised Apr 2020.
    12. repec:osf:osfxxx:s8ayp_v1 is not listed on IDEAS
    13. Dennis Shen & Peng Ding & Jasjeet Sekhon & Bin Yu, 2022. "Same Root Different Leaves: Time Series and Cross-Sectional Methods in Panel Data," Papers 2207.14481, arXiv.org, revised Oct 2022.
    14. César Martinelli & Marco Vega, 2019. "The Economic Legacy of General Velasco: Long-Term Consequences of Interventionism," Revista Economía, Fondo Editorial - Pontificia Universidad Católica del Perú, vol. 42(84), pages 102-133.
    15. Pavlik, Jamie Bologna & Jahan, Israt & Young, Andrew T., 2023. "Do longer constitutions corrupt?," European Journal of Political Economy, Elsevier, vol. 77(C).
    16. Rohan Best & Paul J. Burke, 2019. "Macroeconomic impacts of the 2010 earthquake in Haiti," Empirical Economics, Springer, vol. 56(5), pages 1647-1681, May.
    17. Emiliano Toni & Pablo Paniagua & Patricio 'Ordenes, 2024. "Policy Changes and Growth Slowdown: Assessing the Lost Decade of the Latin American Miracle," Papers 2407.02003, arXiv.org.
    18. Alexander Goryunov & Elena Ageshina & Igor Lavrentev & Polina Peretyatko, 2023. "Estimating the effect of Russia’s development policy in the Far Eastern region: The synthetic control approach," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 72, pages 58-72.
    19. Niklas Rudholm & Yujiao Li & Kenneth Carling, 2022. "How does big-box retail entry affect labor productivity in durable goods retailing? A synthetic control approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 69(1), pages 89-117, August.
    20. Giovanni Peri & Vasil Yasenov, 2019. "The Labor Market Effects of a Refugee Wave: Synthetic Control Method Meets the Mariel Boatlift," Journal of Human Resources, University of Wisconsin Press, vol. 54(2), pages 267-309.
    21. Gabriel, Ricardo Duque & Pessoa, Ana Sofia, 2024. "Adopting the euro: A synthetic control approach," European Journal of Political Economy, Elsevier, vol. 83(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    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:sae:ecdequ:v:39:y:2025:i:2:p:99-110. 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: SAGE Publications (email available below). General contact details of provider: .

    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.