IDEAS home Printed from https://ideas.repec.org/a/bla/ecinqu/v53y2015i1p49-71.html

Discontinuity Of Output Convergence Within The United States: Why Has The Course Changed?

Author

Listed:
  • Chi‐Young Choi
  • Xiaojun Wang

Abstract

Has the progress of output convergence changed within the United States? This article examines the output convergence among U.S. states for the last five decades by making several improvements over the extant literature. By applying a battery of convergence tests designed to capture nonlinear transitional dynamics to real output per worker data (i.e., nominal values deflated by state‐level price), we find that output convergence has not been a feature of the continental United States since the 1970s. Instead, output convergence has proceeded among four subgroups within which constituent states have certain characteristics in common. Our regression analysis suggests that state‐level characteristics related to technology and human capital play a crucial role in accounting for the formation and composition of convergence clubs, in agreement with the recent theoretical models of growth and development (e.g., Aghion et al. 2009; Gennaioli et al. 2013b). The level of technology, proxied by patents, turns out to be a consistently significant determinant even after controlling for endogeneity, suggesting that frictions in the diffusion of technology and human capital may have led to clustering of states with different levels of productivity. Our results therefore cast doubt on the common view that diffusion of knowledge and technology across state borders is frictionless. (JEL O47, O51)

Suggested Citation

  • Chi‐Young Choi & Xiaojun Wang, 2015. "Discontinuity Of Output Convergence Within The United States: Why Has The Course Changed?," Economic Inquiry, Western Economic Association International, vol. 53(1), pages 49-71, January.
  • Handle: RePEc:bla:ecinqu:v:53:y:2015:i:1:p:49-71
    DOI: 10.1111/ecin.12129
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/ecin.12129
    Download Restriction: no

    File URL: https://libkey.io/10.1111/ecin.12129?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. Sebnem Kalemli-Ozcan & Ariell Reshef & Bent E Sørensen & Oved Yosha, 2010. "Why Does Capital Flow to Rich States?," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 769-783, November.
    2. Lein-Lein Chen & Seungmook Choi & John Devereux, 2008. "Have Absolute Price Levels Converged for Developed Economies? The Evidence since 1870," The Review of Economics and Statistics, MIT Press, vol. 90(1), pages 29-36, February.
    3. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    4. Del Negro, Marco, 2002. "Asymmetric shocks among U.S. states," Journal of International Economics, Elsevier, vol. 56(2), pages 273-297, March.
    5. Charles I. Jones, 1995. "Time Series Tests of Endogenous Growth Models," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 495-525.
    6. Oded Galor, 2010. "The 2008 Lawrence R. Klein Lecture-Comparative Economic Development: Insights From Unified Growth Theory," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(1), pages 1-44, February.
    7. Nicola Gennaioli & Rafael La Porta & Florencio Lopez De Silanes & Andrei Shleifer, 2014. "Growth in regions," Journal of Economic Growth, Springer, vol. 19(3), pages 259-309, September.
      • Nicola Gennaioli & Rafael LaPorta & Florencio Lopez-de-Silanes & Andrei Shleifer, "undated". "Growth in Regions," Working Paper 73436, Harvard University OpenScholar.
      • Nicola Gennaioli & Rafael La Porta & Florencio Lopez de Silanes & Andrei Shleifer, 2013. "Growth in Regions," NBER Working Papers 18937, National Bureau of Economic Research, Inc.
    8. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    9. Jerzmanowski, Michal, 2007. "Total factor productivity differences: Appropriate technology vs. efficiency," European Economic Review, Elsevier, vol. 51(8), pages 2080-2110, November.
    10. Treb Allen & Costas Arkolakis, 2014. "Trade and the Topography of the Spatial Economy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1085-1140.
    11. Durlauf, Steven N & Johnson, Paul A, 1995. "Multiple Regimes and Cross-Country Growth Behaviour," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(4), pages 365-384, Oct.-Dec..
    12. Mitchener, Kris James & McLean, Ian W, 2003. "The Productivity of US States since 1880," Journal of Economic Growth, Springer, vol. 8(1), pages 73-114, March.
    13. Sharon Belenzon & Mark Schankerman, 2013. "Spreading the Word: Geography, Policy, and Knowledge Spillovers," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 884-903, July.
    14. W. Robert Reed, 2009. "The Determinants Of U.S. State Economic Growth: A Less Extreme Bounds Analysis," Economic Inquiry, Western Economic Association International, vol. 47(4), pages 685-700, October.
    15. 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.
    16. Chad Turner & Robert Tamura & Sean Mulholland & Scott Baier, 2007. "Education and income of the states of the United States: 1840–2000," Journal of Economic Growth, Springer, vol. 12(2), pages 101-158, June.
    17. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    18. Mark W. Frank, 2009. "Inequality And Growth In The United States: Evidence From A New State‐Level Panel Of Income Inequality Measures," Economic Inquiry, Western Economic Association International, vol. 47(1), pages 55-68, January.
    19. Durlauf, Steven N. & Johnson, Paul A. & Temple, Jonathan R.W., 2005. "Growth Econometrics," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.),Handbook of Economic Growth, edition 1, volume 1, chapter 8, pages 555-677, Elsevier.
    20. Mitchener, Kris James & McLean, Ian W., 1999. "U.S.Regional Growth And Convergence, 1880–1980," The Journal of Economic History, Cambridge University Press, vol. 59(4), pages 1016-1042, December.
    21. Chi-Young Choi & Young-Kyu Moh, 2007. "How useful are tests for unit-root in distinguishing unit-root processes from stationary but non-linear processes?," Econometrics Journal, Royal Economic Society, vol. 10(1), pages 82-112, March.
    22. Stephen D. Oliner & Daniel E. Sichel, 2000. "The Resurgence of Growth in the Late 1990s: Is Information Technology the Story?," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 3-22, Fall.
    23. Andrew T. Young & Matthew J. Higgins & Daniel Levy, 2008. "Sigma Convergence versus Beta Convergence: Evidence from U.S. County‐Level Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(5), pages 1083-1093, August.
    24. Samuel Bazzi & Michael A. Clemens, 2013. "Blunt Instruments: Avoiding Common Pitfalls in Identifying the Causes of Economic Growth," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(2), pages 152-186, April.
    25. Russell Hillberry & David Hummels, 2003. "Intranational Home Bias: Some Explanations," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1089-1092, November.
    26. 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.
    27. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
    28. Jac C. Heckelman, 2013. "Income convergence among U.S. states: cross‐sectional and time series evidence," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 46(3), pages 1085-1109, August.
    29. Quah, Danny T., 1996. "Empirics for economic growth and convergence," European Economic Review, Elsevier, vol. 40(6), pages 1353-1375, June.
    30. Peter C. B. Phillips & Donggyu Sul, 2007. "Transition Modeling and Econometric Convergence Tests," Econometrica, Econometric Society, vol. 75(6), pages 1771-1855, November.
    31. Carlino, Gerald A. & Mills, Leonard O., 1993. "Are U.S. regional incomes converging? : A time series analysis," Journal of Monetary Economics, Elsevier, vol. 32(2), pages 335-346, November.
    32. Jérôme Vandenbussche & Philippe Aghion & Costas Meghir, 2006. "Growth, distance to frontier and composition of human capital," Journal of Economic Growth, Springer, vol. 11(2), pages 97-127, June.
    33. Evans, Paul & Karras, Georgios, 1996. "Do Economies Converge? Evidence from a Panel of U.S. States," The Review of Economics and Statistics, MIT Press, vol. 78(3), pages 384-388, August.
    34. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    35. Smith, Pamela J., 1999. "Do Knowledge Spillovers Contribute to U.S. State Output and Growth?," Journal of Urban Economics, Elsevier, vol. 45(2), pages 331-353, March.
    36. 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.
    37. Henriksen, Espen & Kydland, Finn E. & Šustek, Roman, 2013. "Globally correlated nominal fluctuations," Journal of Monetary Economics, Elsevier, vol. 60(6), pages 613-631.
    38. Chi‐Young Choi & Nelson C. Mark & Donggyu Sul, 2010. "Bias Reduction in Dynamic Panel Data Models by Common Recursive Mean Adjustment," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(5), pages 567-599, October.
    39. Barro, Robert J & Sala-i-Martin, Xavier, 1992. "Convergence," Journal of Political Economy, University of Chicago Press, vol. 100(2), pages 223-251, April.
    40. Mototsugu Shintani, 2006. "A nonparametric measure of convergence towards purchasing power parity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(5), pages 589-604.
    41. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    42. Daniel J. Henderson & Chris Papageorgiou & Christopher F. Parmeter, 2012. "Growth Empirics without Parameters," Economic Journal, Royal Economic Society, vol. 122(559), pages 125-154, March.
    43. Orazio Attanasio & Erik Hurst & Luigi Pistaferri, 2012. "The Evolution of Income, Consumption, and Leisure Inequality in The US, 1980-2010," NBER Working Papers 17982, National Bureau of Economic Research, Inc.
    44. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kryszak, Łukasz, 2020. "Income Convergence in the Agricultural Sector in the Context of the European Union’s Common Agricultural Policy," Roczniki (Annals), Polish Association of Agricultural Economists and Agribusiness - Stowarzyszenie Ekonomistow Rolnictwa e Agrobiznesu (SERiA), vol. 2020(3).
    2. Mateusz Tomal, 2024. "A review of Phillips‐Sul approach‐based club convergence tests," Journal of Economic Surveys, Wiley Blackwell, vol. 38(3), pages 899-930, July.
    3. Arčabić, Vladimir & Kim, Kyoung Tae & You, Yu & Lee, Junsoo, 2021. "Century-long dynamics and convergence of income inequality among the US states," Economic Modelling, Elsevier, vol. 101(C).
    4. Mateusz Tomal & Agata Gumieniak, 2020. "Agricultural Land Price Convergence: Evidence from Polish Provinces," Agriculture, MDPI, vol. 10(5), pages 1-20, May.
    5. Matsuki, Takashi, 2019. "Per capita output convergence across Asian countries: Evidence from covariate unit root test with an endogenous structural break," Economic Modelling, Elsevier, vol. 82(C), pages 99-118.
    6. Chi‐Young Choi & Horag Choi & Alexander Chudik, 2020. "Regional inequality in the U.S.: Evidence from city‐level purchasing power," Journal of Regional Science, Wiley Blackwell, vol. 60(4), pages 738-774, September.
    7. Stilianos Alexiadis & Konstantinos Eleftheriou & Peter Nijkamp, 2021. "Club convergence of per capita disposable income in the United States," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(5), pages 1565-1580, October.
    8. Klein, Alexander & Crafts, Nicholas, 2023. "Unconditional Convergence in Manufacturing Productivity across U.S. States: What the Long-Run Data Show," CEPR Discussion Papers 18065, C.E.P.R. Discussion Papers.
    9. Paul Johnson & Chris Papageorgiou, 2020. "What Remains of Cross-Country Convergence?," Journal of Economic Literature, American Economic Association, vol. 58(1), pages 129-175, March.
    10. Fabio Mazzola & Pietro Pizzuto, 2020. "Great Recession and club convergence in Europe: A cross‐country, cross‐region panel analysis (2000–2015)," Growth and Change, Wiley Blackwell, vol. 51(2), pages 676-711, June.
    11. Barrios González, María Candelaria & Tierney, Heather L.R. & Nazarov, Zafar & Kim, Myeong Hwan, 2019. "Divided: The Two Americas-Examining Club Convergence in the U.S," MPRA Paper 98274, University Library of Munich, Germany.

    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. Capolupo, Rosa, 2009. "The New Growth Theories and Their Empirics after Twenty Years," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy, vol. 3, pages 1-72.
    2. Breinlich, Holger & Ottaviano, Gianmarco I.P. & Temple, Jonathan R.W., 2014. "Regional Growth and Regional Decline," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 4, pages 683-779, Elsevier.
    3. Zhang, Xiaobei & Wang, Xiaojun, 2021. "Measures of human capital and the mechanics of economic growth," China Economic Review, Elsevier, vol. 68(C).
    4. Magrini, Stefano, 2004. "Regional (di)convergence," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 62, pages 2741-2796, Elsevier.
    5. Haupt, Harry & Schnurbus, Joachim & Semmler, Willi, 2018. "Estimation of grouped, time-varying convergence in economic growth," Econometrics and Statistics, Elsevier, vol. 8(C), pages 141-158.
    6. 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.
    7. Aweng Peter Majok Garang & Hatice Erkekoglu, 2021. "Convergence Triggers in Africa: Evidence from Convergence Clubs and Panel Models," South African Journal of Economics, Economic Society of South Africa, vol. 89(2), pages 218-245, June.
    8. Ulaşan, Bülent, 2012. "Cross-country growth empirics and model uncertainty: An overview," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy, vol. 6, pages 1-69.
    9. repec:esx:essedp:729 is not listed on IDEAS
    10. Hartwig, Jochen, 2014. "Testing the Uzawa–Lucas model with OECD data," Research in Economics, Elsevier, vol. 68(2), pages 144-156.
    11. Castelló-Climent, Amparo & Mukhopadhyay, Abhiroop, 2013. "Mass education or a minority well educated elite in the process of growth: The case of India," Journal of Development Economics, Elsevier, vol. 105(C), pages 303-320.
    12. Jochen Hartwig, 2009. "A panel Granger-causality test of endogenous vs. exogenous growth," KOF Working papers 09-231, KOF Swiss Economic Institute, ETH Zurich.
    13. Kumar, Surender & Managi, Shunsuke, 2012. "Productivity and convergence in India: A state-level analysis," Journal of Asian Economics, Elsevier, vol. 23(5), pages 548-559.
    14. Jayanti Behera & Dukhabandhu Sahoo, 2025. "Effect of globalization on convergence of development across regions of India," Economic Change and Restructuring, Springer, vol. 58(4), pages 1-45, August.
    15. Amini, Shahram & Battisti, Michele & Parmeter, Christopher F., 2017. "Decomposing changes in the conditional variance of GDP over time," Economic Modelling, Elsevier, vol. 61(C), pages 376-387.
    16. Manfred M. Fischer & James P. LeSage, 2012. "A Bayesian approach to identifying and interpreting regional convergence clubs in Europe," ERSA conference papers ersa12p217, European Regional Science Association.
    17. 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, November.
    18. Antonin Bergeaud & Gilbert Cette & Rémy Lecat, 2020. "Convergence of GDP per capita in advanced countries over the twentieth century," Empirical Economics, Springer, vol. 59(5), pages 2509-2526, November.
    19. Antonin Bergeaud & Gilbert Cette & Rémy Lecat, 2015. "GDP per capita in advanced countries over the 20th century," Working papers 549, Banque de France.
    20. Burcu Ozcan, 2014. "Does Income Converge among EU Member Countries following the Post-War Period? Evidence from the PANKPSS Test," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(3), pages 22-38, October.
    21. Ray, Rita, 2015. "STEM Education and Economic Performance in the American States," MPRA Paper 65517, University Library of Munich, Germany.

    More about this item

    JEL classification:

    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O51 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - U.S.; Canada

    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:bla:ecinqu:v:53:y:2015:i:1:p:49-71. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/weaaaea.html .

    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.