IDEAS home Printed from https://ideas.repec.org/a/spr/lsprsc/v13y2020i3d10.1007_s12076-020-00256-z.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s12076-020-00256-z
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s12076-020-00256-z?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. Simar, Leopold & Wilson, Paul W., 1999. "Estimating and bootstrapping Malmquist indices," European Journal of Operational Research, Elsevier, vol. 115(3), pages 459-471, June.
    8. 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.
    9. -, 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, May.
    10. Carlos Mendez, 2020. "Regional efficiency convergence and efficiency clusters," Asia-Pacific Journal of Regional Science, Springer, vol. 4(2), pages 391-411, June.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    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.
    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. Mitsuhiko Kataoka, 2022. "Perspiration versus inspiration: sources of national and provincial output growth in Indonesia [1990–2015] using province-level non-parametric frontier analysis," Asia-Pacific Journal of Regional Science, Springer, vol. 6(1), pages 113-139, February.

    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. Mitsuhiko Kataoka, 2022. "Perspiration versus inspiration: sources of national and provincial output growth in Indonesia [1990–2015] using province-level non-parametric frontier analysis," Asia-Pacific Journal of Regional Science, Springer, vol. 6(1), pages 113-139, February.
    2. 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.
    3. 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.
    4. Carlos Mendez, 2020. "Regional efficiency convergence and efficiency clusters," Asia-Pacific Journal of Regional Science, Springer, vol. 4(2), pages 391-411, June.
    5. 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.
    6. Valentin Zelenyuk, 2023. "Productivity analysis: roots, foundations, trends and perspectives," Journal of Productivity Analysis, Springer, vol. 60(3), pages 229-247, December.
    7. Agostino, M. & Nifo, A. & Ruberto, S. & Scalera, D. & Trivieri, F., 2022. "Productivity changes in the automotive industry of three European countries. An application of the Malmquist index decomposition analysis," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 216-226.
    8. Kounetas, Kostas & Napolitano, Oreste, 2018. "Modeling the incidence of international trade on Italian regional productive efficiency using a meta-frontier DEA approach," Economic Modelling, Elsevier, vol. 71(C), pages 45-58.
    9. Vladimir Hlasny & Paolo Verme, 2022. "On the ‘Arab Inequality Puzzle’: A Comment," Development and Change, International Institute of Social Studies, vol. 53(2), pages 448-458, March.
    10. Luis René Cáceres, 2021. "Youth Unemployment and Underdevelopment in Honduras," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 13(2), pages 1-61, February.
    11. Jaraitė, Jūratė & Di Maria, Corrado, 2012. "Efficiency, productivity and environmental policy: A case study of power generation in the EU," Energy Economics, Elsevier, vol. 34(5), pages 1557-1568.
    12. Gilbert Achcar, 2020. "On the ‘Arab Inequality Puzzle’: The Case of Egypt," Development and Change, International Institute of Social Studies, vol. 51(3), pages 746-770, May.
    13. Madhav Regmi & Allen M. Featherstone & Cortney A. Cowley & Mykel R. Taylor, 2021. "Big Banks versus Agricultural Banks: Has Too‐Big‐To‐Fail Regulation Affected Efficiency and Scale Economies Measures?," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(3), pages 1164-1178, May.
    14. -, 2022. "Innovation for development: The key to a transformative recovery in Latin America and the Caribbean," Libros y Documentos Institucionales, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 47795 edited by Eclac, May.
    15. Gabriel Porcile & Diego Sanchez-Ancochea, 2021. "Institutional change and political conflict in a structuralist model [Paths to inclusive institutions]," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 45(6), pages 1269-1296.
    16. Laurens Cherchye & Wim Moesen, 2003. "Institutional Infrastructure and Economic Performance: Levels versus Catching Up and Frontier Shifts," Public Economics Working Paper Series ces0314, Katholieke Universiteit Leuven, Centrum voor Economische Studiën, Working Group Public Economics.
    17. M. Spitzer, 1997. "Interregional Comparison of Agricultural Productivity Growth, Technical Progress, and Efficiency Change in China's Agriculture: A Nonparametric Index Approach," Working Papers ir97089, International Institute for Applied Systems Analysis.
    18. Simar, Léopold & Zelenyuk, Valentin & Zhao, Shirong, 2024. "Inference for aggregate efficiency: Theory and guidelines for practitioners," European Journal of Operational Research, Elsevier, vol. 316(1), pages 240-254.
    19. Wijesiri, Mahinda & Meoli, Michele, 2015. "Productivity change of microfinance institutions in Kenya: A bootstrap Malmquist approach," Journal of Retailing and Consumer Services, Elsevier, vol. 25(C), pages 115-121.
    20. Jeremiah Kau Makokoane, 2020. "Evaluating Productivity and Efficiency Contradictions of Metrorail South Africa," International Journal of Management Science and Business Administration, Inovatus Services Ltd., vol. 6(3), pages 7-19, March.

    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

    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:spr:lsprsc:v:13:y:2020:i:3:d:10.1007_s12076-020-00256-z. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com/ .

    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.