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Conditional β-Convergence in APEC Economies, 1960–2020: Empirical Evidence from the Pooled Mean Group Estimator

Author

Listed:
  • César Lenin Navarro-Chávez

    (Institute of Economic and Business Research, Universidad Michoacana de San Nicolás de Hidalgo, Morelia 58000, Mexico)

  • Julio César Morán-Figueroa

    (Institute of Economic and Business Research, Universidad Michoacana de San Nicolás de Hidalgo, Morelia 58000, Mexico)

  • Francisco Javier Ayvar-Campos

    (Institute of Economic and Business Research, Universidad Michoacana de San Nicolás de Hidalgo, Morelia 58000, Mexico)

Abstract

The aim of this research is to analyze the impact of conditional variables—physical capital, population, and Total Factor Productivity (TFP)—on the economic convergence of the member economies of the Asia-Pacific Economic Cooperation (APEC) Forum over the period 1960–2020. This study employs a causal and correlational methodological approach, utilizing the pooled mean group (PMG) estimator within a non-experimental design framework for quantitative analysis. This methodology facilitates the estimation of conditional β-convergence, ensuring the statistical significance of estimates even in heterogeneous data panels with variables of integration order I(0) and I(1). The results indicate that physical capital, population growth, and TFP have significantly influenced the growth rates of APEC economies, contributing to economic convergence within the region during the 1960–2020 period. This study offers significant contributions by analyzing the 21 APEC economies over a 60-year period, utilizing a PMG model to estimate conditional β-convergence, and conducting comprehensive evaluations of short- and long-term trends. Consequently, the research recommends implementing policies that prioritize innovation, strengthen capital, create employment opportunities, and enhance productivity to reduce inequalities and foster sustainable growth across APEC economies.

Suggested Citation

  • César Lenin Navarro-Chávez & Julio César Morán-Figueroa & Francisco Javier Ayvar-Campos, 2025. "Conditional β-Convergence in APEC Economies, 1960–2020: Empirical Evidence from the Pooled Mean Group Estimator," Econometrics, MDPI, vol. 13(1), pages 1-14, February.
    • Handle: RePEc:gam:jecnmx:v:13:y:2025:i:1:p:7-:d:1593458
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    References listed on IDEAS

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    1. 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.
    2. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    3. Barro, Robert T. & Sala-I-Martin, Xavier, 1992. "Regional growth and migration: A Japan-United States comparison," Journal of the Japanese and International Economies, Elsevier, vol. 6(4), pages 312-346, December.
    4. Robert J. Barro & Xavier Sala-I-Martin, 1992. "Public Finance in Models of Economic Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(4), pages 645-661.
    5. Michael Kremer & Jack Willis & Yang You, 2022. "Converging to Convergence," NBER Macroeconomics Annual, University of Chicago Press, vol. 36(1), pages 337-412.
    6. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    7. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    8. 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.
    9. David Cass, 1965. "Optimum Growth in an Aggregative Model of Capital Accumulation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 32(3), pages 233-240.
    10. Abramovitz, Moses, 1986. "Catching Up, Forging Ahead, and Falling Behind," The Journal of Economic History, Cambridge University Press, vol. 46(2), pages 385-406, June.
    11. Manuel Gomez Zaldivar & Ernesto Laguna & Berenice Martinez & Marco Mosqueda, 2010. "Crecimiento relativo del producto per capita de los municipios de la Republica Mexicana, 1988-2004," EconoQuantum, Revista de Economia y Finanzas, Universidad de Guadalajara, Centro Universitario de Ciencias Economico Administrativas, Departamento de Metodos Cuantitativos y Maestria en Economia., vol. 6(2), pages 7-23, Enero-Jun.
    12. Domingo Rodríguez-Benavides. & Francisco López-Herrera. & Miguel Ángel Mendoza-González., 2016. "Revisión de la hipótesis de convergencia mediante cointegración en panel: el caso de América Latina," Economía: teoría y práctica, Universidad Autónoma Metropolitana, México, vol. 44(1), pages 51-82, Enero-Jun.
    13. De Long, J Bradford, 1988. "Productivity Growth, Convergence, and Welfare: Comment," American Economic Review, American Economic Association, vol. 78(5), pages 1138-1154, December.
    14. 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).
    15. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    16. Jesús Crespo Cuaresma & Stephan Klasen & Konstantin M. Wacker, 2022. "When Do We See Poverty Convergence?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(6), pages 1283-1301, December.
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