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Total factor productivity change in Indonesia’s provincial economies for 1990–2015: Malmquist productivity index approach

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  • Mitsuhiko Kataoka

    (Rikkyo University)

Abstract

This study employs the Malmquist productivity index based on data envelopment analysis to measure and decompose total factor productivity (TFP) change into efficiency and technological change by province. Using annual observations of gross regional domestic product and factor inputs (labor, physical, and human capital) for 26 contiguous provinces, we find that over a quarter of them experienced negative TFP growth over 1990–2015 due to technological regress, which was barely offset by efficiency improvements. Three on-Java provinces—Jakarta, West Java, and East Java—contributed to national technological progress with full utilization and optimal allocation of resources at least once over the study period, except during 1995–2005, when Indonesia experienced a financial crisis and subsequent slow recoveries. Jakarta and West Java contributed in all other periods. Considering the high spatial density of urban economic activities in these three provinces, we conclude that urban agglomeration is influential for further regional technological growth in Indonesia.

Suggested Citation

  • Mitsuhiko Kataoka, 2020. "Total factor productivity change in Indonesia’s provincial economies for 1990–2015: Malmquist productivity index approach," Letters in Spatial and Resource Sciences, Springer, vol. 13(3), pages 233-243, December.
    • Handle: RePEc:spr:lsprsc:v:13:y:2020:i:3:d:10.1007_s12076-020-00256-z
    DOI: 10.1007/s12076-020-00256-z
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    1. ALVARO ANGERIZ & JOHN McCOMBIE & MARK ROBERTS, 2006. "Productivity, Efficiency And Technological Change In European Union Regional Manufacturing: A Data Envelopment Analysis Approach," Manchester School, University of Manchester, vol. 74(4), pages 500-525, July.
    2. K.P. Kalirajan & M.B. Obwona & S. Zhao, 1996. "A Decomposition of Total Factor Productivity Growth: The Case of Chinese Agricultural Growth before and after Reforms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(2), pages 331-338.
    3. 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.
    4. Simar, Leopold & Wilson, Paul W., 1999. "Estimating and bootstrapping Malmquist indices," European Journal of Operational Research, Elsevier, vol. 115(3), pages 459-471, June.
    5. 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.
    6. -, 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.
    7. 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.
    8. Chih‐Hai Yang & Chao‐Jing Yang & Chung‐Yueh Chiu & Hsuan‐Yu Lin, 2018. "Resource Allocation, Structural Change, and the Dynamics of Manufacturing Productivity in Indonesia," The Developing Economies, Institute of Developing Economies, vol. 56(4), pages 297-327, December.
    9. Anders Isaksson, 2009. "The UNIDO World Productivity Database: An Overview," International Productivity Monitor, Centre for the Study of Living Standards, vol. 18, pages 38-50, Spring.
    10. Arnab Bhattacharjee & Eduardo Castro & Chris Jensen-Butler, 2009. "Regional variation in productivity: a study of the Danish economy," Journal of Productivity Analysis, Springer, vol. 31(3), pages 195-212, June.
    11. 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.
    12. Carlos Mendez, 2020. "Regional efficiency convergence and efficiency clusters," Asia-Pacific Journal of Regional Science, Springer, vol. 4(2), pages 391-411, June.
    13. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, June.
    14. Hashimoto, Akihiro & Sugita, Takeshi & Haneda, Shoko, 2009. "Evaluating shifts in Japan's quality-of-life," Socio-Economic Planning Sciences, Elsevier, vol. 43(4), pages 263-273, December.
    15. repec:rre:publsh:v:38:y:2008:i:3:p:361-79 is not listed on IDEAS
    16. -, 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).
    17. Phillip Akanni Olomola & Tolulope Temilola Osinubi, 2018. "Determinants of Total Factor Productivity in Mexico, Indonesia, Nigeria, and Turkey (1980–2014)," Emerging Economy Studies, International Management Institute, vol. 4(2), pages 192-217, November.
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    More about this item

    Keywords

    Malmquist productivity index; Data envelopment analysis; Total factor productivity; Region; Indonesia;
    All these keywords.

    JEL classification:

    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East
    • 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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