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US state health expenditure convergence: A revisited analysis

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  • Clemente, Jesús
  • Lázaro-Alquézar, Angelina
  • Montañés, Antonio

Abstract

This paper studies the evolution of US state health expenditure for a sample that covers 1966–2014. Our results provide evidence against the existence of a single pattern of behavior of personal health care expenditure across the US states. Rather, we can observe the existence of two statistically different convergence clubs. We cannot find evidence of convergence when we disaggregate health expenditure into its three main payers: Medicare, Medicaid and private health insurance expenditure, whilst we again find evidence of convergence clubs. However, the estimated clubs for Medicaid and private health insurance expenditure are statistically different that estimated for total health expenditure. Consequently, our results offer strong evidence of heterogeneity in the evolution of US health expenditure. The analysis of the forces that drive club creation shows that economic situation and some supply-side factors are important. We can also appreciate that some healthcare outcome variables are only related to private insurance health expenditure. The other health expenditures, thus, show a certain lack of efficiency which may be due to practices that have little benefit for patient health.

Suggested Citation

  • Clemente, Jesús & Lázaro-Alquézar, Angelina & Montañés, Antonio, 2019. "US state health expenditure convergence: A revisited analysis," Economic Modelling, Elsevier, vol. 83(C), pages 210-220.
  • Handle: RePEc:eee:ecmode:v:83:y:2019:i:c:p:210-220
    DOI: 10.1016/j.econmod.2019.02.011
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    1. Peter C. B. Phillips & Donggyu Sul, 2007. "Transition Modeling and Econometric Convergence Tests," Econometrica, Econometric Society, vol. 75(6), pages 1771-1855, November.
    2. Herrerias, M.J. & Aller, Carlos & Ordóñez, Javier, 2017. "Residential energy consumption: A convergence analysis across Chinese regions," Energy Economics, Elsevier, vol. 62(C), pages 371-381.
    3. Ekaterini Panopoulou & Theologos Pantelidis, 2013. "Cross‐State Disparities In Us Health Care Expenditures," Health Economics, John Wiley & Sons, Ltd., vol. 22(4), pages 451-465, April.
    4. José Villaverde & Adolfo Maza & María Hierro, 2014. "Health care expenditure disparities in the European Union and underlying factors: a distribution dynamics approach," International Journal of Health Economics and Management, Springer, vol. 14(3), pages 251-268, September.
    5. Fallahi, Firouz, 2011. "Convergence of Total Health Expenditure as a Share of GDP: Evidence from Selected OECD Countries," MPRA Paper 51324, University Library of Munich, Germany.
    6. Barro, Robert J & Sala-i-Martin, Xavier, 1992. "Convergence," Journal of Political Economy, University of Chicago Press, vol. 100(2), pages 223-251, April.
      • Barro, R.J. & Sala-I-Martin, X., 1991. "Convergence," Papers 645, Yale - Economic Growth Center.
      • Barro, Robert J. & Sala-i-Martin, Xavier, 1992. "Convergence," Scholarly Articles 3451299, Harvard University Department of Economics.
    7. John Nixon, 2000. "Convergence of health care spending and health outcomes in the EUropean Union, 1960-95," Working Papers 183chedp, Centre for Health Economics, University of York.
    8. Theo Hitiris & John Nixon, 2001. "Convergence of health care expenditure in the EU countries," Applied Economics Letters, Taylor & Francis Journals, vol. 8(4), pages 223-228.
    9. Jochen Hartwig & Jan-Egbert Sturm, 2014. "Robust determinants of health care expenditure growth," Applied Economics, Taylor & Francis Journals, vol. 46(36), pages 4455-4474, December.
    10. Clemente, Jesus & Marcuello, Carmen & Montanes, Antonio & Pueyo, Fernando, 2004. "On the international stability of health care expenditure functions: are government and private functions similar?," Journal of Health Economics, Elsevier, vol. 23(3), pages 589-613, May.
    11. Hodrick, Robert J & Prescott, Edward C, 1997. "Postwar U.S. Business Cycles: An Empirical Investigation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(1), pages 1-16, February.
    12. Ekaterini Panopoulou & Theologos Pantelidis, 2012. "Convergence in per capita health expenditures and health outcomes in the OECD countries," Applied Economics, Taylor & Francis Journals, vol. 44(30), pages 3909-3920, October.
    13. Bose, Srimoyee, 2015. "Determinants of Per Capita State-Level Health Expenditures in the United States: A Spatial Panel Analysis," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 45(1).
    14. Kevin Callison & Robert Kaestner & Jason Ward, 2018. "A Test of Supply-side Explanations of Geographic Variation in Health Care Use," NBER Working Papers 25037, National Bureau of Economic Research, Inc.
    15. Amy Finkelstein & Matthew Gentzkow & Heidi Williams, 2016. "Sources of Geographic Variation in Health Care: Evidence From PatientMigration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1681-1726.
    16. Joseph P. Newhouse, 1977. "Medical-Care Expenditure: A Cross-National Survey," Journal of Human Resources, University of Wisconsin Press, vol. 12(1), pages 115-125.
    17. Joan Costa‐Font & Jordi Pons‐Novell, 2007. "Public health expenditure and spatial interactions in a decentralized national health system," Health Economics, John Wiley & Sons, Ltd., vol. 16(3), pages 291-306, March.
    18. Robert J. Barro & Xavier Sala-i-Martin, 1991. "Convergence across States and Regions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 22(1), pages 107-182.
    19. Peter C. B. Phillips & Donggyu Sul, 2009. "Economic transition and growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(7), pages 1153-1185.
    20. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    21. Zijun Wang, 2009. "The determinants of health expenditures: evidence from US state-level data," Applied Economics, Taylor & Francis Journals, vol. 41(4), pages 429-435.
    22. Robert J. Barro & Xavier Sala-i-Martin, 1990. "Economic Growth and Convergence across The United States," NBER Working Papers 3419, National Bureau of Economic Research, Inc.
    23. Morten O. Ravn & Harald Uhlig, 2002. "On adjusting the Hodrick-Prescott filter for the frequency of observations," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 371-375.
    24. Jorge Alcalde‐Unzu & Roberto Ezcurra & Pedro Pascual, 2009. "Cross‐country disparities in health‐care expenditure: a factor decomposition," Health Economics, John Wiley & Sons, Ltd., vol. 18(4), pages 479-485, April.
    25. David Molitor, 2018. "The Evolution of Physician Practice Styles: Evidence from Cardiologist Migration," American Economic Journal: Economic Policy, American Economic Association, vol. 10(1), pages 326-356, February.
    26. Theo Hitiris, 1997. "Health care expenditure and integration in the countries of the European Union," Applied Economics, Taylor & Francis Journals, vol. 29(1), pages 1-6.
    27. Nicholas Apergis & Tsangyao Chang & Christina Christou & Rangan Gupta, 2017. "Convergence of Health Care Expenditures Across the US States: A Reconsideration," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 133(1), pages 303-316, August.
    28. Agha, Leila & Frandsen, Brigham & Rebitzer, James B., 2019. "Fragmented division of labor and healthcare costs: Evidence from moves across regions," Journal of Public Economics, Elsevier, vol. 169(C), pages 144-159.
    29. Pedro Pita Barros, 1998. "The black box of health care expenditure growth determinants," Health Economics, John Wiley & Sons, Ltd., vol. 7(6), pages 533-544, September.
    30. Quah, D., 1990. "Galton'S Fallacy And The Tests Of The Convergence Hypothesis," Working papers 552, Massachusetts Institute of Technology (MIT), Department of Economics.
    31. Joseph P. Newhouse, 1992. "Medical Care Costs: How Much Welfare Loss?," Journal of Economic Perspectives, American Economic Association, vol. 6(3), pages 3-21, Summer.
    32. Zijun Wang, 2009. "The convergence of health care expenditure in the US states," Health Economics, John Wiley & Sons, Ltd., vol. 18(1), pages 55-70, January.
    33. Tian, Xu & Zhang, Xiaoheng & Zhou, Yingheng & Yu, Xiaohua, 2016. "Regional income inequality in China revisited: A perspective from club convergence," Economic Modelling, Elsevier, vol. 56(C), pages 50-58.
    34. Skinner, Jonathan, 2011. "Causes and Consequences of Regional Variations in Health Care," Handbook of Health Economics, in: Mark V. Pauly & Thomas G. Mcguire & Pedro P. Barros (ed.), Handbook of Health Economics, volume 2, chapter 0, pages 45-93, Elsevier.
    35. Baumol, William J, 1986. "Productivity Growth, Convergence, and Welfare: What the Long-run Data Show," American Economic Review, American Economic Association, vol. 76(5), pages 1072-1085, December.
    36. Didem Pekkurnaz, 2015. "Convergence of Health Expenditure in OECD Countries: Evidence from a Nonlinear Asymmetric Heterogeneous Panel Unit Root Test," Journal of Reviews on Global Economics, Lifescience Global, vol. 4, pages 76-86.
    37. Apergis, Nicholas & Payne, James E., 2017. "Per capita carbon dioxide emissions across U.S. states by sector and fossil fuel source: Evidence from club convergence tests," Energy Economics, Elsevier, vol. 63(C), pages 365-372.
    38. Donald G. Freeman, 2012. "Is Health Care a Necessity or a Luxury? New Evidence from a Panel of U.S. State-Level Data," Working Papers 1203, Sam Houston State University, Department of Economics and International Business.
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    More about this item

    Keywords

    Convergence analysis; Phillips-sul; Health expenditure;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • I10 - Health, Education, and Welfare - - Health - - - General

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