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Human Development Dynamics across Districts of Indonesia: A Study of Regional Convergence and Spatial Approach

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  • Miranti, Ragdad Cani
  • Mendez-Guerra, Carlos

Abstract

Indonesia is an archipelago country which comprises of two main parts, western and eastern regions and spread into over 500 districts. Each district has their own characteristics, especially in development aspect. Some districts have been growing faster on economic and social development, yet others still fall behind. Using Human Development Index and its components on education, health and economic variables over 2010- 2018 period, this study aims to examine convergence on the regional human growth process and investigate the speed of convergence across districts. The result reveals convergence occurred on human development process and its determinants across districts during 2010-2018. Education variables are assumed as the main contributor for boosting the speed of convergence of human development. Spatial dependences are detected among districts, followed by the spatial clusters and spatial outliers through global and local spatial autocorrelation. Applying two spatial autoregressive models, spatial autoregressive lag model (SAR) and spatial autoregressive error model (SEM), confirmed that there is significant spatial spill-overs.The speed of convergence for all variables are much declining after the inclusion of spatial lag and error model. As the policy implication, since regional inequality in term of human development is still a major issue, it will be a call for better coordination and cooperation within and between regions.

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  • Miranti, Ragdad Cani & Mendez-Guerra, Carlos, 2020. "Human Development Dynamics across Districts of Indonesia: A Study of Regional Convergence and Spatial Approach," MPRA Paper 100479, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:100479
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    References listed on IDEAS

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    1. Barro, Robert J, 1996. "Democracy and Growth," Journal of Economic Growth, Springer, vol. 1(1), pages 1-27, March.
    2. 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.
    3. James Lesage & Manfred Fischer, 2008. "Spatial Growth Regressions: Model Specification, Estimation and Interpretation," Spatial Economic Analysis, Taylor & Francis Journals, vol. 3(3), pages 275-304.
    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. Barro, Robert J. & Lee, Jong-Wha, 1994. "Sources of economic growth," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 40(1), pages 1-46, June.
    6. Ricardo Carvalho De Andrade Lima & Raul Da Mota Silveira Neto, 2016. "Physical and Human Capital and Brazilian Regional Growth: A Spatial Econometric Approach for the Period 1970–2010," Regional Studies, Taylor & Francis Journals, vol. 50(10), pages 1688-1701, October.
    7. Sala-i-Martin, Xavier X., 1996. "Regional cohesion: Evidence and theories of regional growth and convergence," European Economic Review, Elsevier, vol. 40(6), pages 1325-1352, June.
    8. 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.
    9. Mohl, P. & Hagen, T., 2010. "Do EU structural funds promote regional growth? New evidence from various panel data approaches," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 353-365, September.
    10. Guilherme Mendes Resende & Alexandre Xavier Ywata Carvalho & Patrícia Alessandra Morita Sakowski & Túlio Antonio Cravo, 2016. "Evaluating multiple spatial dimensions of economic growth in Brazil using spatial panel data models," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 56(1), pages 1-31, January.
    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. Biswajit Mohanty & N. R. Bhanumurthy, 2018. "Regional growth policy experience in India: the spatial dimension," Asia-Pacific Journal of Regional Science, Springer, vol. 2(2), pages 479-505, August.
    13. Robert J. Barro, 1994. "Democracy & Growth," NBER Working Papers 4909, National Bureau of Economic Research, Inc.
    14. Maria Abreu & Henri L.F. de Groot & Raymond J.G.M. Florax, 2004. "Space and Growth," Tinbergen Institute Discussion Papers 04-129/3, Tinbergen Institute.
    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. Tulio A. Cravo & Bettina Becker & Adrian Gourlay, 2015. "Regional Growth and SMEs in Brazil: A Spatial Panel Approach," Regional Studies, Taylor & Francis Journals, vol. 49(12), pages 1995-2016, December.
    17. Bulent Esiyok & Mehmet Ugur, 2018. "Spatial dependence in the growth process and implications for convergence rate: evidence on Vietnamese provinces," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 23(1), pages 51-65, January.
    18. Barro, Robert J & Sala-i-Martin, Xavier, 1992. "Convergence," Journal of Political Economy, University of Chicago Press, vol. 100(2), pages 223-251, April.
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    More about this item

    Keywords

    Indonesia; human development; convergence; spatial approach; district;
    All these keywords.

    JEL classification:

    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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