IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/97090.html
   My bibliography  Save this paper

Regional Income Disparities, Distributional Convergence, and Spatial Effects: Evidence from Indonesia

Author

Listed:
  • Gunawan, Anang
  • Mendez, Carlos
  • Santos-Marquez, Felipe

Abstract

Using a novel dataset, this paper studies the spatio-temporal dynamics of income per capita across provinces and districts in Indonesia over the 2000-2017 period. First, an exploratory spatial analysis suggests that spatial autocorrelation is only significant at the district level and it appears to be robust from 2013 to 2017. Thus, at the district level, we proceed to use a spatial filtering model for decomposing income into a spatially independent component and a spatial residual. Next, through the lens of a distributional convergence framework, we find that the non-filtered income is characterized by a lack of regional mobility. In contrast, the spatially independent component shows a pattern of polarization. We conclude arguing that neighbor effects have played a significant role in reducing regional polarization in Indonesia.

Suggested Citation

  • 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.
  • Handle: RePEc:pra:mprapa:97090
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/97090/1/MPRA_paper_97090.pdf
    File Function: original version
    Download Restriction: no

    File URL: https://mpra.ub.uni-muenchen.de/104262/1/MPRA_paper_97090.pdf
    File Function: revised version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. Quah, Danny, 1997. "Empirics for growth and distribution," LSE Research Online Documents on Economics 2138, London School of Economics and Political Science, LSE Library.
    3. Carlos Mendez-Guerra, 2018. "On the distribution dynamics of human development: Evidence from the metropolitan regions of Bolivia," Economics Bulletin, AccessEcon, vol. 38(4), pages 2467-2475.
    4. 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.
    5. Manfred M. Fischer & Arthur Getis (ed.), 2010. "Handbook of Applied Spatial Analysis," Springer Books, Springer, number 978-3-642-03647-7, February.
    6. Danny Quah, 1996. "Twin Peaks: Growth and Convergence in Models of Distribution Dynamics," CEP Discussion Papers dp0280, Centre for Economic Performance, LSE.
    7. Mendez-Guerra, Carlos, 2017. "Heterogeneous Growth and Regional (Di)Convergence in Bolivia: A Distribution Dynamics Approach," MPRA Paper 81060, University Library of Munich, Germany.
    8. Sergio Rey & Brett Montouri, 1999. "US Regional Income Convergence: A Spatial Econometric Perspective," Regional Studies, Taylor & Francis Journals, vol. 33(2), pages 143-156.
    9. 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.
    10. 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.
    11. 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.
    12. repec:cep:stiecm:/1993/265 is not listed on IDEAS
    13. Arthur Getis & J. Keith Ord, 2010. "The Analysis of Spatial Association by Use of Distance Statistics," Advances in Spatial Science, in: Luc Anselin & Sergio J. Rey (ed.), Perspectives on Spatial Data Analysis, chapter 0, pages 127-145, Springer.
    14. Stefano Magrini, 2009. "Why Should We Analyse Convergence Using the Distribution Dynamics Approach?," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 8(1), pages 5-34.
    15. 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.
    16. Quah, Danny, 1997. "Empirics for Growth and Distribution: Stratification, Polarization, and Convergence Clubs," CEPR Discussion Papers 1586, C.E.P.R. Discussion Papers.
    17. 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.
    18. Danny Quah, 1997. "Empirics for Growth and Distribution," CEP Discussion Papers dp0324, Centre for Economic Performance, LSE.
    19. 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.
    20. Barro, Robert J & Sala-i-Martin, Xavier, 1992. "Convergence," Journal of Political Economy, University of Chicago Press, vol. 100(2), pages 223-251, April.
    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. Venera Timiryanova & Konstantin Grishin & Dina Krasnoselskaya, 2020. "Spatial Patterns of Production-Distribution-Consumption Cycle: The Specifics of Developing Russia," Economies, MDPI, vol. 8(4), pages 1-18, October.
    2. Mitsuhiko Kataoka, 2022. "Cyclical shocks and spatial association of Indonesia's district‐level per capita income," Asian Economic Journal, East Asian Economic Association, vol. 36(3), pages 261-287, September.
    3. Carlos Mendez, 2020. "Regional efficiency convergence and efficiency clusters," Asia-Pacific Journal of Regional Science, Springer, vol. 4(2), pages 391-411, June.
    4. 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.

    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. 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.
    2. 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.
    3. 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.
    4. 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.
    5. Mendez-Guerra, Carlos, 2019. "Environmental Efficiency and Regional Convergence Clusters in Japan: A Nonparametric Density Approach," MPRA Paper 92245, University Library of Munich, Germany.
    6. Domínguez, Alvaro & Santos-Marquez, Felipe & Mendez, Carlos, 2021. "Sectoral productivity convergence, input-output structure and network communities in Japan," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 582-599.
    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. Cristina D. Checherita, 2009. "Variations on economic convergence: The case of the United States," Papers in Regional Science, Wiley Blackwell, vol. 88(2), pages 259-278, June.
    9. Carlos Mendez, 2020. "Regional efficiency convergence and efficiency clusters," Asia-Pacific Journal of Regional Science, Springer, vol. 4(2), pages 391-411, June.
    10. 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.
    11. 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.
    12. Daniel A. Tirado Fabregat & Alfonso Díez-Minguela & Julio Martínez-Galarraga, 2015. "A closer look at the long-term patterns of regional income inequality in Spain: The poor stay poor (and stay together)," Working Papers. Serie EC 2015-05, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    13. Aparna Lolayekar & Pranab Mukhopadhyay, 2017. "Growth Convergence and Regional Inequality in India (1981–2012)," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 15(2), pages 307-328, June.
    14. Young, Andrew T. & Higgins, Matthew J. & Levy, Daniel, 2013. "Heterogeneous Convergence," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 120(2), pages 238-241.
    15. Ezcurra, Roberto, 2007. "Is there cross-country convergence in carbon dioxide emissions?," Energy Policy, Elsevier, vol. 35(2), pages 1363-1372, February.
    16. Jonas Grafström, 2018. "Divergence of renewable energy invention efforts in Europe: an econometric analysis based on patent counts," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 20(4), pages 829-859, October.
    17. Chhavi Tiwari & Sankalpa Bhattacharjee & Debkumar Chakrabarti, 2020. "Investigating Regional Inequalities in India: Are Indian Districts Converging?," Journal of International Development, John Wiley & Sons, Ltd., vol. 32(5), pages 684-716, July.
    18. Mendez-Guerra, Carlos, 2017. "Heterogeneous Growth and Regional (Di)Convergence in Bolivia: A Distribution Dynamics Approach," MPRA Paper 81060, University Library of Munich, Germany.
    19. Adolfo Maza & José Villaverde, 2009. "Spatial Effects On Provincial Convergence And Income Distribution In Spain: 1985–2003," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 100(3), pages 316-331, July.
    20. Lehmann, Hartmut & Silvagni, Maria Giulia, 2013. "Is There Convergence of Russia's Regions? Exploring the Empirical Evidence: 1995–2010," IZA Discussion Papers 7603, Institute of Labor Economics (IZA).

    More about this item

    Keywords

    Convergence; Getis filter; Nonparametric distribution; Indonesia;
    All these keywords.

    JEL classification:

    • R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R15 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Econometric and Input-Output Models; Other Methods

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:pra:mprapa:97090. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.