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Resource capacity and economic growth convergence

Author

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  • Barnabé Walheer

    (Université de Liège)

  • Sergio Perelman

    (Université de Liège)

Abstract

Resource accumulation has been identified, with technological change, as a major explanatory factor of economic growth convergence. At the same time, resource capacity may act as a growth limiting factor. Under-investment may have a moderator effect on the economic growth convergence process, while path-dependencies may be observed. Using a tailored non-parametric model and a unique sample of 92 countries all around the world for the 1965–2019 period, we study the role of resource capacity from a new angle. First, we measure potential countries’ under-investment. Next, we quantify its role in the economic growth convergence process. Our findings reveal that under-investment exists and that it represents a brake on economic growth convergence. However, such an effect can be counterbalanced by promoting technological advances or creating a more favourable resource environment. Finally, we run several sensitivity tests to assess the robustness of our findings.

Suggested Citation

  • Barnabé Walheer & Sergio Perelman, 2025. "Resource capacity and economic growth convergence," Journal of Productivity Analysis, Springer, vol. 63(3), pages 317-338, June.
  • Handle: RePEc:kap:jproda:v:63:y:2025:i:3:d:10.1007_s11123-025-00755-5
    DOI: 10.1007/s11123-025-00755-5
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    1. Thomas Piketty & Li Yang & Gabriel Zucman, 2019. "Capital Accumulation, Private Property, and Rising Inequality in China, 1978–2015," American Economic Review, American Economic Association, vol. 109(7), pages 2469-2496, July.
    2. Stephen Redding, 2002. "Path Dependence, Endogenous Innovation, and Growth," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(4), pages 1215-1248, November.
    3. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    4. Quah, Danny T, 1996. "Twin Peaks: Growth and Convergence in Models of Distribution Dynamics," Economic Journal, Royal Economic Society, vol. 106(437), pages 1045-1055, July.
    5. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    6. Bernard, Andrew B. & Durlauf, Steven N., 1996. "Interpreting tests of the convergence hypothesis," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 161-173.
    7. Galor, Oded, 1996. "Convergence? Inferences from Theoretical Models," Economic Journal, Royal Economic Society, vol. 106(437), pages 1056-1069, July.
    8. 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..
    9. Walheer, Barnabé, 2016. "Growth and convergence of the OECD countries: A multi-sector production-frontier approach," European Journal of Operational Research, Elsevier, vol. 252(2), pages 665-675.
    10. Bernanke, Ben S & Parkinson, Martin L, 1991. "Procyclical Labor Productivity and Competing Theories of the Business Cycle: Some Evidence from Interwar U.S. Manufacturing Industries," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 439-459, June.
    11. Philippe Aghion & Antoine Dechezleprêtre & David Hémous & Ralf Martin & John Van Reenen, 2016. "Carbon Taxes, Path Dependency, and Directed Technical Change: Evidence from the Auto Industry," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 1-51.
    12. Ann Owen & Julio Videras & Lewis Davis, 2009. "Do all countries follow the same growth process?," Journal of Economic Growth, Springer, vol. 14(4), pages 265-286, December.
    13. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    14. 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.
    15. 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.
    16. David E. Bloom & David Canning & Jaypee Sevilla, 2002. "Technological Diffusion, Conditional Convergence, and Economic Growth," NBER Working Papers 8713, National Bureau of Economic Research, Inc.
    17. Fukase, Emiko & Martin, Will, 2020. "Economic growth, convergence, and world food demand and supply," World Development, Elsevier, vol. 132(C).
    18. Ryszard Rapacki & Mariusz Prochniak, 2009. "Real beta and sigma convergence in 27 transition countries, 1990-2005," Post-Communist Economies, Taylor & Francis Journals, vol. 21(3), pages 307-326.
    19. John G. Fernald & Charles I. Jones, 2014. "The Future of US Economic Growth," American Economic Review, American Economic Association, vol. 104(5), pages 44-49, May.
    20. Esteban Lafuente & Zoltan J. Acs & Mark Sanders & László Szerb, 2021. "Correction to: The global technology frontier: productivity growth and the relevance of Kirznerian and Schumpeterian entrepreneurship," Small Business Economics, Springer, vol. 56(4), pages 1783-1783, April.
    21. Oleg Badunenko & Daniel Henderson & R. Russell, 2013. "Polarization of the worldwide distribution of productivity," Journal of Productivity Analysis, Springer, vol. 40(2), pages 153-171, October.
    22. Danny Quah, 1996. "Twin Peaks: Growth and Convergence in Models of Distribution Dynamics," CEP Discussion Papers dp0280, Centre for Economic Performance, LSE.
    23. Fare, Rolf & Shawna Grosskopf & Mary Norris & Zhongyang Zhang, 1994. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries," American Economic Review, American Economic Association, vol. 84(1), pages 66-83, March.
    24. Daniel J. Henderson & Christopher F. Parmeter & R. Robert Russell, 2008. "Modes, weighted modes, and calibrated modes: evidence of clustering using modality tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(5), pages 607-638.
    25. Walheer, Barnabé, 2018. "Aggregation of metafrontier technology gap ratios: the case of European sectors in 1995–2015," European Journal of Operational Research, Elsevier, vol. 269(3), pages 1013-1026.
    26. Li, Kui-Wai & Liu, Tung, 2011. "Economic and productivity growth decomposition: An application to post-reform China," Economic Modelling, Elsevier, vol. 28(1), pages 366-373.
    27. Bryan Graham & Jonathan Temple, 2006. "Rich Nations, Poor Nations: How Much Can Multiple Equilibria Explain?," Journal of Economic Growth, Springer, vol. 11(1), pages 5-41, March.
    28. 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.
    29. Matthew Gibson & Jeffrey Shrader, 2018. "Time Use and Labor Productivity: The Returns to Sleep," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 783-798, December.
    30. Julieta Caunedo & Elisa Keller, 2021. "Capital Obsolescence and Agricultural Productivity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(1), pages 505-561.
    31. Zelenyuk, Valentin, 2006. "Aggregation of Malmquist productivity indexes," European Journal of Operational Research, Elsevier, vol. 174(2), pages 1076-1086, October.
    32. Maasoumi, Esfandiar & Racine, Jeff & Stengos, Thanasis, 2007. "Growth and convergence: A profile of distribution dynamics and mobility," Journal of Econometrics, Elsevier, vol. 136(2), pages 483-508, February.
    33. Oleg Badunenko & Daniel J. Henderson & Valentin Zelenyuk, 2008. "Technological Change and Transition: Relative Contributions to Worldwide Growth During the 1990s," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(4), pages 461-492, August.
    34. Shen, Zhiyang & Boussemart, Jean-Philippe & Leleu, Hervé, 2017. "Aggregate green productivity growth in OECD’s countries," International Journal of Production Economics, Elsevier, vol. 189(C), pages 30-39.
    35. Banker, Rajiv D. & Cooper, William W. & Seiford, Lawrence M. & Thrall, Robert M. & Zhu, Joe, 2004. "Returns to scale in different DEA models," European Journal of Operational Research, Elsevier, vol. 154(2), pages 345-362, April.
    36. Léopold Simar, 2003. "Detecting Outliers in Frontier Models: A Simple Approach," Journal of Productivity Analysis, Springer, vol. 20(3), pages 391-424, November.
    37. Daniel J. Henderson & R. Robert Russell, 2005. "Human Capital And Convergence: A Production-Frontier Approach ," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 46(4), pages 1167-1205, November.
    38. Jonathan Temple, 1999. "The New Growth Evidence," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 112-156, March.
    39. Laurens Cherchye & Kristof De Witte & Sergio Perelman, 2019. "A unified productivity-performance approach applied to secondary schools," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 70(9), pages 1522-1537, September.
    40. Peter C. B. Phillips & Donggyu Sul, 2007. "Transition Modeling and Econometric Convergence Tests," Econometrica, Econometric Society, vol. 75(6), pages 1771-1855, November.
    41. Robert G. Chambers & Simone Pieralli, 2020. "The Sources of Measured US Agricultural Productivity Growth: Weather, Technological Change, and Adaptation," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(4), pages 1198-1226, August.
    42. Nader AlKathiri, 2022. "Labour productivity growth and convergence in manufacturing: A nonparametric production frontier approach," Applied Economics, Taylor & Francis Journals, vol. 54(4), pages 406-429, January.
    43. Koopman, Eline & Wacker, Konstantin M., 2023. "Drivers of growth accelerations: What role for capital accumulation?," World Development, Elsevier, vol. 169(C).
    44. Oleg Badunenko & Diego Romero-�vila, 2014. "Productivity Growth across Spanish Regions and Industries: A Production-Frontier Approach," Regional Studies, Taylor & Francis Journals, vol. 48(7), pages 1242-1262, July.
    45. Leopold Simar & Valentin Zelenyuk, 2006. "On Testing Equality of Distributions of Technical Efficiency Scores," Econometric Reviews, Taylor & Francis Journals, vol. 25(4), pages 497-522.
    46. Alin Mirestean & Charalambos G. Tsangarides, 2016. "Growth Determinants Revisited Using Limited‐Information Bayesian Model Averaging," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(1), pages 106-132, January.
    47. Perelman, Sergio & Walheer, Barnabé, 2020. "Economic growth and under-investment: A nonparametric approach," Economics Letters, Elsevier, vol. 186(C).
    48. Isabel Sainz-Fernandez & Begoña Torre-Olmo & Carlos López-Gutiérrez & Sergio Sanfilippo-Azofra, 2018. "Development of the Financial Sector and Growth of Microfinance Institutions: The Moderating Effect of Economic Growth," Sustainability, MDPI, vol. 10(11), pages 1-16, October.
    49. Teixeira, Aurora A.C. & Queirós, Anabela S.S., 2016. "Economic growth, human capital and structural change: A dynamic panel data analysis," Research Policy, Elsevier, vol. 45(8), pages 1636-1648.
    50. Quah, Danny, 1997. "Empirics for Growth and Distribution: Stratification, Polarization, and Convergence Clubs," CEPR Discussion Papers 1586, C.E.P.R. Discussion Papers.
    51. Oleg Badunenko & Diego Romero‐Ávila, 2013. "Financial Development And The Sources Of Growth And Convergence," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 54(2), pages 629-663, May.
    52. Charles I. Jones, 1997. "On the Evolution of the World Income Distribution," Journal of Economic Perspectives, American Economic Association, vol. 11(3), pages 19-36, Summer.
    53. Walheer, Barnabé, 2021. "Labor productivity and technology heterogeneity," Journal of Macroeconomics, Elsevier, vol. 68(C).
    54. Paul TY Preenen & Robert Vergeer & Karolus Kraan & Steven Dhondt, 2017. "Labour productivity and innovation performance: The importance of internal labour flexibility practices," Economic and Industrial Democracy, Department of Economic History, Uppsala University, Sweden, vol. 38(2), pages 271-293, May.
    55. Kinnunen, Maarit & Wood, Emma H. & Li, Yanning & Moss, Jonathan, 2022. "Self-recorded conversations in tourism memory research," Annals of Tourism Research, Elsevier, vol. 96(C).
    56. Tsutomu Harada, 2010. "Path-dependent economic growth with technological trajectory," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 19(6), pages 521-538.
    57. Magnus, Jan R. & Powell, Owen & Prüfer, Patricia, 2010. "A comparison of two model averaging techniques with an application to growth empirics," Journal of Econometrics, Elsevier, vol. 154(2), pages 139-153, February.
    58. Quah, Danny, 1996. "Twin peaks : growth and convergence in models of distribution dynamics," LSE Research Online Documents on Economics 2278, London School of Economics and Political Science, LSE Library.
    59. Wong Wei-Kang, 2007. "Economic Growth: A Channel Decomposition Exercise," The B.E. Journal of Macroeconomics, De Gruyter, vol. 7(1), pages 1-38, January.
    60. Michael Kremer & Jack Willis & Yang You, 2022. "Converging to Convergence," NBER Macroeconomics Annual, University of Chicago Press, vol. 36(1), pages 337-412.
    61. Subodh Kumar & R. Robert Russell, 2002. "Technological Change, Technological Catch-up, and Capital Deepening: Relative Contributions to Growth and Convergence," American Economic Review, American Economic Association, vol. 92(3), pages 527-548, June.
    62. Yan Meng & Christopher F. Parmeter & Valentin Zelenyuk, 2023. "Is newer always better? A reinvestigation of productivity dynamics using updated PWT data," Journal of Productivity Analysis, Springer, vol. 59(1), pages 1-13, February.
    63. Danny Quah, 1997. "Empirics for Growth and Distribution," CEP Discussion Papers dp0324, Centre for Economic Performance, LSE.
    64. Aizcorbe, Ana M, 1992. "Procyclical Labour Productivity, Increasing Returns to Labour and Labour Hoarding in Car Assembly Plant Employment," Economic Journal, Royal Economic Society, vol. 102(413), pages 860-873, July.
    65. Quah, Danny T, 1997. "Empirics for Growth and Distribution: Stratification, Polarization, and Convergence Clubs," Journal of Economic Growth, Springer, vol. 2(1), pages 27-59, March.
    66. Ming He & Barnabé Walheer, 2020. "Spillovers and Path Dependences in the Chinese Manufacturing Industry: A Firm-Level Analysis," Journal of Development Studies, Taylor & Francis Journals, vol. 56(4), pages 817-839, April.
    67. Shioji, Etsuro, 2001. "Public Capital and Economic Growth: A Convergence Approach," Journal of Economic Growth, Springer, vol. 6(3), pages 205-227, September.
    68. Nancy Stokey, 2015. "Catching up and falling behind," Journal of Economic Growth, Springer, vol. 20(1), pages 1-36, March.
    69. Diewert, W E, 1980. "Capital and the Theory of Productivity Measurement," American Economic Review, American Economic Association, vol. 70(2), pages 260-267, May.
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    JEL classification:

    • C67 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Input-Output Models
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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