IDEAS home Printed from https://ideas.repec.org/a/bla/rdevec/v25y2021i2p790-809.html
   My bibliography  Save this article

Disparities in regional productivity, capital accumulation, and efficiency across Indonesia: A club convergence approach

Author

Listed:
  • Carlos Mendez
  • Mitsuhiko Kataoka

Abstract

This paper studies the evolution of regional disparities in labor productivity, capital accumulation, and efficiency across Indonesian provinces over the 1990–2010 period. Through the lens of a nonlinear dynamic factor model, we first test the hypothesis that all provinces would eventually converge to a common steady‐state path. We reject this hypothesis and find that the provincial dynamics of labor productivity are characterized by two convergence clubs. We next evaluate the dynamics of the proximate sources of labor productivity and find some mixed results. On the one hand, physical and human capital accumulation are characterized by three and two convergence clubs, respectively. On the other hand, efficiency is characterized by a unique convergence club. The paper concludes by suggesting that, based on the provincial composition of each club and the common low level of efficiency across Indonesia, considerable improvements in both capital accumulation and efficiency are still needed to reduce regional disparities and accelerate productivity growth.

Suggested Citation

  • Carlos Mendez & Mitsuhiko Kataoka, 2021. "Disparities in regional productivity, capital accumulation, and efficiency across Indonesia: A club convergence approach," Review of Development Economics, Wiley Blackwell, vol. 25(2), pages 790-809, May.
  • Handle: RePEc:bla:rdevec:v:25:y:2021:i:2:p:790-809
    DOI: 10.1111/rode.12726
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/rode.12726
    Download Restriction: no

    File URL: https://libkey.io/10.1111/rode.12726?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. 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.
    2. Peter C. B. Phillips & Donggyu Sul, 2007. "Transition Modeling and Econometric Convergence Tests," Econometrica, Econometric Society, vol. 75(6), pages 1771-1855, November.
    3. Takahiro Akita & Puji Agus Kurniawan & Sachiko Miyata, 2011. "Structural Changes and Regional Income Inequality in Indonesia: A Bidimensional Decomposition Analysis," Asian Economic Journal, East Asian Economic Association, vol. 25(1), pages 55-77, March.
    4. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    5. Mitsuhiko Kataoka, 2018. "Correction to: Inequality convergence in inefficiency and interprovincial income inequality in Indonesia for 1990–2010," Asia-Pacific Journal of Regional Science, Springer, vol. 2(2), pages 315-315, August.
    6. Hal Hill & Budy Resosudarmo & Yogi Vidyattama, 2008. "Indonesia'S Changing Economic Geography," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 44(3), pages 407-435.
    7. Chang-Tai Hsieh & Peter J. Klenow, 2010. "Development Accounting," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(1), pages 207-223, January.
    8. 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.
    9. Durlauf, Steven N. & Quah, Danny T., 1999. "The new empirics of economic growth," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 4, pages 235-308, Elsevier.
    10. 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.
    11. Quah, D., 1990. "Galton'S Fallacy And The Tests Of The Convergence Hypothesis," Working papers 552, Massachusetts Institute of Technology (MIT), Department of Economics.
    12. Mitsuhiko Kataoka, 2018. "Inequality convergence in inefficiency and interprovincial income inequality in Indonesia for 1990–2010," Asia-Pacific Journal of Regional Science, Springer, vol. 2(2), pages 297-313, August.
    13. Danny Quah, 1993. "Galton's Fallacy and Tests of the Convergence Hypothesis (Now published in Scandinavian Journal of Economics 95 (4), 1993, pp.427-443.)," STICERD - Econometrics Paper Series 265, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    14. 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.
    15. -, 2018. "The Inefficiency of Inequality," Libros y Documentos Institucionales, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 43443 edited by Eclac.
    16. Quah, Danny, 1997. "Empirics for growth and distribution," LSE Research Online Documents on Economics 2138, London School of Economics and Political Science, LSE Library.
    17. Galor, Oded, 1996. "Convergence? Inferences from Theoretical Models," Economic Journal, Royal Economic Society, vol. 106(437), pages 1056-1069, July.
    18. 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.
    19. 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.
    20. Hengky Kurniawan & Henri L. F. de Groot & Peter Mulder, 2019. "Are poor provinces catching‐up the rich provinces in Indonesia?," Regional Science Policy & Practice, Wiley Blackwell, vol. 11(1), pages 89-108, March.
    21. 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.
    22. Johnson, Paul A., 2005. "A continuous state space approach to "Convergence by Parts"," Economics Letters, Elsevier, vol. 86(3), pages 317-321, March.
    23. Mitsuhiko Kataoka, 2013. "Capital Stock Estimates by Province and Interprovincial Distribution in Indonesia," Asian Economic Journal, East Asian Economic Association, vol. 27(4), pages 409-428, December.
    24. Lorenzo Serrano, 1999. "On convergence accounting," Applied Economics Letters, Taylor & Francis Journals, vol. 6(4), pages 219-221.
    25. Feyrer James D, 2008. "Convergence by Parts," The B.E. Journal of Macroeconomics, De Gruyter, vol. 8(1), pages 1-35, July.
    26. 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.
    27. Danny Quah, 1997. "Empirics for Growth and Distribution," CEP Discussion Papers dp0324, Centre for Economic Performance, LSE.
    28. Yogi Vidyattama, 2013. "Regional convergence and the role of the neighbourhood effect in decentralised Indonesia," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 49(2), pages 193-211, August.
    29. F. J. G. Gisbert, 2003. "Further convergence accounting," Applied Economics Letters, Taylor & Francis Journals, vol. 10(9), pages 553-556.
    30. Quah, Danny, 1997. "Empirics for Growth and Distribution: Stratification, Polarization, and Convergence Clubs," CEPR Discussion Papers 1586, C.E.P.R. Discussion Papers.
    31. 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.
    32. 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.
    33. 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.
    34. Danny Quah, 1996. "Twin Peaks: Growth and Convergence in Models of Distribution Dynamics," CEP Discussion Papers dp0280, Centre for Economic Performance, LSE.
    35. -, 2018. "The Inefficiency of Inequality," Documentos de posición del período de sesiones de la Comisión 43443, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    36. Stefano Magrini, 2009. "Why Should We Analyse Convergence Using the Distribution Dynamics Approach?," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 8(1), pages 5-34.
    37. Jorge Garcia Garcia & Lana Soelistianingsih, 1998. "Why Do Differences in Provincial Incomes Persist in Indonesia?," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 34(1), pages 95-120.
    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. Joshua Dzankar Zoaka & Hasan Güngör, 2023. "Effects of financial development and capital accumulation on labor productivity in sub-Saharan Africa: new insight from cross sectional autoregressive lag approach," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-18, December.
    2. UÄŸur UrsavaÅŸ & Veli Yilanci, 2023. "Convergence analysis of ecological footprint at different time scales: Evidence from Southern Common Market countries," Energy & Environment, , vol. 34(2), pages 429-442, March.
    3. Mitsuhiko Kataoka & Al-Ikram Taupan Darangina, 2023. "Imperial Manila syndrome in poverty reduction: a province-level spatial distribution analysis," Asia-Pacific Journal of Regional Science, Springer, vol. 7(1), pages 1-28, March.
    4. Anang Budi Gunawan & Carlos Mendez & Shigeru Otsubo, 2021. "Provincial income convergence clubs in Indonesia: Identification and conditioning factors," Growth and Change, Wiley Blackwell, vol. 52(4), pages 2540-2575, December.

    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. Mendez-Guerra, Carlos & Kataoka, Mitsuhiko, 2020. "Disparities in Regional Productivity, Capital Accumulation, and Efficiency across Indonesia: A Convergence Clubs Approach," MPRA Paper 99322, University Library of Munich, Germany.
    2. Carlos Mendez, 2020. "Regional efficiency convergence and efficiency clusters," Asia-Pacific Journal of Regional Science, Springer, vol. 4(2), pages 391-411, June.
    3. Ragdad Cani Miranti, 2021. "Is regional poverty converging across Indonesian districts? A distribution dynamics and spatial econometric approach," Asia-Pacific Journal of Regional Science, Springer, vol. 5(3), pages 851-883, October.
    4. Carlos Mendez-Guerra, 2017. "Heterogeneous Growth and Regional (Di)Convergence in Bolivia: A Distribution Dynamics Approach," Economia Coyuntural,Revista de temas de perspectivas y coyuntura, Instituto de Investigaciones Economicas y Sociales 'Jose Ortiz Mercado' (IIES-JOM), Facultad de Ciencias Economicas, Administrativas y Financieras, Universidad Autonoma Gabriel Rene Moreno, vol. 2(4), pages 81-108.
    5. 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.
    6. Mendez-Guerra, Carlos, 2018. "Beta, Sigma and Distributional Convergence in Human Development? Evidence from the Metropolitan Regions of Bolivia," MPRA Paper 87627, University Library of Munich, Germany.
    7. Mendez, Carlos, 2019. "Regional Efficiency Dispersion, Convergence, and Efficiency Clusters: Evidence from the Provinces of Indonesia 1990-2010," MPRA Paper 95972, University Library of Munich, Germany.
    8. Arfat Ahmad Sofi & Subash Sasidharan & Mohammad Younus Bhat, 2023. "Economic growth and club convergence: Is there a neighbour's effect?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 2475-2494, July.
    9. Cem Ertur & Julie Le Gallo & Catherine Baumont, 2006. "The European Regional Convergence Process, 1980-1995: Do Spatial Regimes and Spatial Dependence Matter?," International Regional Science Review, , vol. 29(1), pages 3-34, January.
    10. 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.
    11. Mendez-Guerra, Carlos, 2019. "Environmental Efficiency and Regional Convergence Clusters in Japan: A Nonparametric Density Approach," MPRA Paper 92245, University Library of Munich, Germany.
    12. Gunawan, Anang & Mendez, Carlos & Santos-Marquez, Felipe, 2019. "Regional Income Disparities, Distributional Convergence, and Spatial Effects: Evidence from Indonesia," MPRA Paper 97090, University Library of Munich, Germany.
    13. Kacou Yves Thierry Kacou, 2022. "Interregional inequality in Africa, convergence, and multiple equilibria: Evidence from nighttime light data," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 918-940, May.
    14. Felipe Santos‐Marquez & Carlos Mendez, 2021. "Regional convergence, spatial scale, and spatial dependence: Evidence from homicides and personal injuries in Colombia 2010–2018," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(4), pages 1162-1184, August.
    15. Barnabé Walheer, 2016. "Multi-Sector Nonparametric Production-Frontier Analysis of the Economic Growth and the Convergence of the European Countries," Pacific Economic Review, Wiley Blackwell, vol. 21(4), pages 498-524, October.
    16. Falko Juessen, 2009. "A distribution dynamics approach to regional GDP convergence in unified Germany," Empirical Economics, Springer, vol. 37(3), pages 627-652, December.
    17. 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.
    18. Juan Brida & Nicolás Garrido & Francesco Mureddu, 2014. "Italian economic dualism and convergence clubs at regional level," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(1), pages 439-456, January.
    19. Walheer, Barnabé, 2018. "Labour productivity growth and energy in Europe: A production-frontier approach," Energy, Elsevier, vol. 152(C), pages 129-143.
    20. Pablo Dario Villalobos Trujillo & Luis Fernando Cabrera Castellanos, 2018. "Job-Searching And Job-Matching Function In The Mexican Labour Market 2009 - 2015," Economia Coyuntural,Revista de temas de perspectivas y coyuntura, Instituto de Investigaciones Economicas y Sociales 'Jose Ortiz Mercado' (IIES-JOM), Facultad de Ciencias Economicas, Administrativas y Financieras, Universidad Autonoma Gabriel Rene Moreno, vol. 3(1), pages 87-114.

    More about this item

    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:rdevec:v:25:y:2021:i:2:p:790-809. 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: http://www.blackwellpublishing.com/journal.asp?ref=1363-6669 .

    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.