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Heterogeneity in the Effect of Size on Internal Migration in the United States: A Gravity Model and PPML Estimator Approach

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  • Paudel, Nawaraj S.
  • Lahiri, Sajal

Abstract

This paper explores the influence of economic size on inter-state migration within the USA, addressing whether people relocate from larger to smaller states and whether regional differences affect this trend. This study utilizes the structural gravity model and panel data spanning 2000 — 2017. The metrics used to gauge state size include GDP, Population, and land area. We find fairly strong support for our hypothesis that individuals are relocating from larger states to smaller ones. The impact of size on internal migration within the USA shows no distinction between the Mid-West and South regions. However, the influence of size on migration varies for the West and North-East compared to interstate migration. We carry out a series of robustness checks, and the qualitative results remain the same. Internal migration between states and regions in the USA can have significant policy implications for state and federal resource allocation, labor markets, tax revenues, economic resilience, and regional disparities.

Suggested Citation

  • Paudel, Nawaraj S. & Lahiri, Sajal, 2024. "Heterogeneity in the Effect of Size on Internal Migration in the United States: A Gravity Model and PPML Estimator Approach," EconStor Preprints 300726, ZBW - Leibniz Information Centre for Economics.
    • Handle: RePEc:zbw:esprep:300726
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    References listed on IDEAS

    as
    1. Anderson, James E. & Yotov, Yoto V., 2016. "Terms of trade and global efficiency effects of free trade agreements, 1990–2002," Journal of International Economics, Elsevier, vol. 99(C), pages 279-298.
    2. J. M. C. Santos Silva & Silvana Tenreyro, 2022. "The Log of Gravity at 15," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 21(3), pages 423-437, September.
    3. Fedotenkov, Igor, 2015. "International Trade and Migration: Why Do Migrants Choose Small Countries?," MPRA Paper 66035, University Library of Munich, Germany.
    4. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    5. Todaro, Michael P, 1969. "A Model for Labor Migration and Urban Unemployment in Less Developed Countries," American Economic Review, American Economic Association, vol. 59(1), pages 138-148, March.
    6. Rebecca Diamond, 2016. "The Determinants and Welfare Implications of US Workers' Diverging Location Choices by Skill: 1980-2000," American Economic Review, American Economic Association, vol. 106(3), pages 479-524, March.
    7. Santos Silva, J.M.C. & Tenreyro, Silvana, 2011. "Further simulation evidence on the performance of the Poisson pseudo-maximum likelihood estimator," Economics Letters, Elsevier, vol. 112(2), pages 220-222, August.
    8. Enrico Moretti & Daniel J. Wilson, 2017. "The Effect of State Taxes on the Geographical Location of Top Earners: Evidence from Star Scientists," American Economic Review, American Economic Association, vol. 107(7), pages 1858-1903, July.
    9. Raven Molloy & Christopher L. Smith & Abigail Wozniak, 2011. "Internal Migration in the United States," Journal of Economic Perspectives, American Economic Association, vol. 25(3), pages 173-196, Summer.
    10. Alberto Alesina, 2002. "The Size of Countries: Does it Matter?," Harvard Institute of Economic Research Working Papers 1975, Harvard - Institute of Economic Research.
    11. Bertoli, Simone & Fernández-Huertas Moraga, Jesús, 2013. "Multilateral resistance to migration," Journal of Development Economics, Elsevier, vol. 102(C), pages 79-100.
    12. Richard Cebula, 2005. "Internal Migration Determinants: Recent Evidence," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 11(3), pages 267-274, August.
    13. Henrik Jacobsen Kleven & Camille Landais & Emmanuel Saez, 2013. "Taxation and International Migration of Superstars: Evidence from the European Football Market," American Economic Review, American Economic Association, vol. 103(5), pages 1892-1924, August.
    14. Weidner, Martin & Zylkin, Thomas, 2021. "Bias and consistency in three-way gravity models," Journal of International Economics, Elsevier, vol. 132(C).
    15. John Kennan & James R. Walker, 2011. "The Effect of Expected Income on Individual Migration Decisions," Econometrica, Econometric Society, vol. 79(1), pages 211-251, January.
    16. Mihaela Simionescu & Daniel Ciuiu & Yuriy Bilan & Wadim Strielkowski, 2016. "GDP and Net Migration in Some Eastern and South-Eastern Countries of Europe. A Panel Data and Bayesian Approach," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 12(2), pages 161-175.
    17. Michel Beine & Simone Bertoli & Jesús Fernández-Huertas Moraga, 2016. "A Practitioners’ Guide to Gravity Models of International Migration," The World Economy, Wiley Blackwell, vol. 39(4), pages 496-512, April.
    18. Anjomani, Ardeshir, 2002. "Regional growth and interstate migration," Socio-Economic Planning Sciences, Elsevier, vol. 36(4), pages 239-265, December.
    19. Ning Jia & Raven Molloy & Christopher Smith & Abigail Wozniak, 2023. "The Economics of Internal Migration: Advances and Policy Questions," Journal of Economic Literature, American Economic Association, vol. 61(1), pages 144-180, March.
    20. Greenwood, Michael J, 1975. "Research on Internal Migration in the United States: A Survey," Journal of Economic Literature, American Economic Association, vol. 13(2), pages 397-433, June.
    21. Chakrabarti, Anindya S. & Sengupta, Aparna, 2017. "Productivity differences and inter-state migration in the U.S.: A multilateral gravity approach," Economic Modelling, Elsevier, vol. 61(C), pages 156-168.
    22. Liu, Wai-Man & Ngo, Phong, 2020. "Voting with your feet: Political competition and internal migration in the United States," European Journal of Political Economy, Elsevier, vol. 65(C).
    23. repec:kap:iaecre:v:11:y:2005:i:3:p:267-274 is not listed on IDEAS
    24. Fatih Karahan & Serena Rhee, 2014. "Population aging, migration spillovers, and the decline in interstate migration," Staff Reports 699, Federal Reserve Bank of New York.
    25. Enrico Moretti & Daniel J. Wilson, 2023. "Taxing Billionaires: Estate Taxes and the Geographical Location of the Ultra-Wealthy," American Economic Journal: Economic Policy, American Economic Association, vol. 15(2), pages 424-466, May.
    26. Ufuk Akcigit & Salomé Baslandze & Stefanie Stantcheva, 2016. "Taxation and the International Mobility of Inventors," American Economic Review, American Economic Association, vol. 106(10), pages 2930-2981, October.
    27. Baier, Scott L. & Bergstrand, Jeffrey H., 2007. "Do free trade agreements actually increase members' international trade?," Journal of International Economics, Elsevier, vol. 71(1), pages 72-95, March.
    28. Traviss Cassidy & Mark Dincecco & Ugo Antonio Troiano, 2024. "The Introduction of the Income Tax, Fiscal Capacity, and Migration: Evidence from US States," American Economic Journal: Economic Policy, American Economic Association, vol. 16(1), pages 359-393, February.
    29. Anderson, James E, 1979. "A Theoretical Foundation for the Gravity Equation," American Economic Review, American Economic Association, vol. 69(1), pages 106-116, March.
    30. Henrik Kleven & Camille Landais & Mathilde Muñoz & Stefanie Stantcheva, 2020. "Taxation and Migration: Evidence and Policy Implications," Journal of Economic Perspectives, American Economic Association, vol. 34(2), pages 119-142, Spring.
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    Keywords

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    JEL classification:

    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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