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Spatial dynamics of consumer price in Indonesia: convergence clubs and conditioning factors

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  • Harry Aginta

    (Nagoya University)

Abstract

This paper aims to identify convergence clubs in regional price across 34 provinces in Indonesia and investigate conditioning factors of club formation. We analyze regional monthly consumer price data from January 2012 to December 2019 with a novel club convergence test developed by Phillips and Sul (Econometerica 756:1771–1855, 2007), and show that regional consumer price does not converge into a single universal equilibrium. Instead, there are four convergence clubs identified. Further investigation shows that labor productivity, inflation expectation, consumption growth, and spatial externalities influence the convergence club formation. From a policy perspective, our findings of multiple convergence clubs and their influencing factors alert policy makers to rethink the possibility of augmenting uniform monetary policy with region-specific inflation management measures.

Suggested Citation

  • Harry Aginta, 2021. "Spatial dynamics of consumer price in Indonesia: convergence clubs and conditioning factors," Asia-Pacific Journal of Regional Science, Springer, vol. 5(2), pages 427-451, June.
    • Handle: RePEc:spr:apjors:v:5:y:2021:i:2:d:10.1007_s41685-020-00178-0
    DOI: 10.1007/s41685-020-00178-0
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    as
    1. Kenneth Rogoff, 1996. "The Purchasing Power Parity Puzzle," Journal of Economic Literature, American Economic Association, vol. 34(2), pages 647-668, June.
    2. repec:idn:journl:v:16:y:2013:i:2d:p:1-18 is not listed on IDEAS
    3. Moon , Seongman, 2017. "Inter-Region Relative Price Convergence in Korea," East Asian Economic Review, Korea Institute for International Economic Policy, vol. 21(2), pages 123-146, June.
    4. Galor, Oded, 1996. "Convergence? Inferences from Theoretical Models," Economic Journal, Royal Economic Society, vol. 106(437), pages 1056-1069, July.
    5. Wimanda, Rizki E., 2009. "Price variability and price convergence: Evidence from Indonesia," Journal of Asian Economics, Elsevier, vol. 20(4), pages 427-442, September.
    6. Konstantin Gluschenko, 2005. "Inter-Regional Price Convergence and Market Integration in Russia," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 11(4), pages 483-483, November.
    7. 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.
    8. 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.
    9. Costas Megir & Danny Quah, 1996. "Regional Convergence Clusters Across Europe," CEP Discussion Papers dp0274, Centre for Economic Performance, LSE.
    10. Paul A. Johnson, 2020. "Parameter variation in the 'log t' convergence test," Applied Economics Letters, Taylor & Francis Journals, vol. 27(9), pages 736-739, May.
    11. C. Simon Fan & Xiangdong Wei, 2006. "The Law of One Price: Evidence from the Transitional Economy of China," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 682-697, November.
    12. Guenter W. Beck & Kirstin Hubrich & Massimiliano Marcellino, 2009. "Regional inflation dynamics within and across euro area countries and a comparison with the United States [‘On the relevance and nature of regional inflation differentials: The case of Spain’, Banc," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 24(57), pages 142-184.
    13. Stephen Cecchetti & Nelson C. Mark & Robert Sonora, 1998. "Price Level Convergence Among United States Cities: Lessons for the European Central Bank," Working Papers 32, Oesterreichische Nationalbank (Austrian Central Bank).
    14. Halim Alamsyah & Charles Joseph & Juda Agung & Doddy Zulverdy, 2001. "Towards Implementation Of Inflation Targeting In Indonesia," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 37(3), pages 309-324.
    15. repec:idn:journl:v:16:y:2013:i:2g:p:1-18 is not listed on IDEAS
    16. Evans, Paul & Karras, Georgios, 1996. "Convergence revisited," Journal of Monetary Economics, Elsevier, vol. 37(2-3), pages 249-265, April.
    17. Konrad Lyncker & Rasmus Thoennessen, 2017. "Regional club convergence in the EU: evidence from a panel data analysis," Empirical Economics, Springer, vol. 52(2), pages 525-553, March.
    18. Yoga Affandi, 2011. "Unveiling Stubborn Inflation in Indonesia," Economics and Finance in Indonesia, Faculty of Economics and Business, University of Indonesia, vol. 59, pages 47-70, April.
    19. Quah, Danny, 1996. "Regional Convergence Clusters Across Europe," CEPR Discussion Papers 1286, C.E.P.R. Discussion Papers.
    20. Jun Nagayasu, 2017. "Regional inflation, spatial locations and the Balassa-Samuelson effect: Evidence from Japan," Urban Studies, Urban Studies Journal Limited, vol. 54(6), pages 1482-1499, May.
    21. Peter C. B. Phillips & Donggyu Sul, 2007. "Transition Modeling and Econometric Convergence Tests," Econometrica, Econometric Society, vol. 75(6), pages 1771-1855, November.
    22. Samuelson, Paul A, 1994. "Facets of Balassa-Samuelson Thirty Years Later," Review of International Economics, Wiley Blackwell, vol. 2(3), pages 201-226, October.
    23. Quah, Danny T., 1996. "Regional convergence clusters across Europe," European Economic Review, Elsevier, vol. 40(3-5), pages 951-958, April.
    24. repec:idn:journl:v:22:y:2019:i:3a:p:1-24 is not listed on IDEAS
    25. 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.
    26. Tirtosuharto, Darius & Adiwilaga, Handri, 2013. "Decentralization and Regional Inflation in Indonesia," MPRA Paper 70691, University Library of Munich, Germany.
    27. De Grauwe, Paul, 1996. "Monetary union and convergence economics," European Economic Review, Elsevier, vol. 40(3-5), pages 1091-1101, April.
    28. Bambang P.S Brodjonegoro & Telissa Falianty & Beta Y. Gitaharie, 2005. "Determinant Factors of Regional Inflation in Decentralized Indonesia," Economics and Finance in Indonesia, Faculty of Economics and Business, University of Indonesia, vol. 53, pages 1-31, April.
    29. Costas Azariadis & Allan Drazen, 1990. "Threshold Externalities in Economic Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(2), pages 501-526.
    30. Francisco Blanco & Victor Martín & Guillermo Vazquez, 2016. "Regional house price convergence in Spain during the housing boom," Urban Studies, Urban Studies Journal Limited, vol. 53(4), pages 775-798, March.
    31. Helena Marques & Gabriel Pino & Juan Dios Tena Horrillo, 2014. "Regional inflation dynamics using space–time models," Empirical Economics, Springer, vol. 47(3), pages 1147-1172, November.
    32. Rogers, John H., 2007. "Monetary union, price level convergence, and inflation: How close is Europe to the USA?," Journal of Monetary Economics, Elsevier, vol. 54(3), pages 785-796, April.
    33. Kerui Du, 2017. "Econometric convergence test and club clustering using Stata," Stata Journal, StataCorp LP, vol. 17(4), pages 882-900, December.
    34. Robert J. Sonora, 2005. "City CPI Convergence in Mexico," Review of Development Economics, Wiley Blackwell, vol. 9(3), pages 359-367, August.
    35. Kim, Young Se & Rous, Jeffrey J., 2012. "House price convergence: Evidence from US state and metropolitan area panels," Journal of Housing Economics, Elsevier, vol. 21(2), pages 169-186.
    36. Barro, Robert J & Sala-i-Martin, Xavier, 1992. "Convergence," Journal of Political Economy, University of Chicago Press, vol. 100(2), pages 223-251, April.
    37. Wimanda, Rizki E. & Turner, Paul M. & Hall, Maximilian J.B., 2011. "Expectations and the inertia of inflation: The case of Indonesia," Journal of Policy Modeling, Elsevier, vol. 33(3), pages 426-438, May.
    38. Rudi Purwono & Mohammad Zeqi Yasin & M. Khoerul Mubin, 2020. "Explaining regional inflation programmes in Indonesia: Does inflation rate converge?," Economic Change and Restructuring, Springer, vol. 53(4), pages 571-590, November.
    39. Aginta, Harry & Gunawan, Anang Budi & Mendez, Carlos, 2020. "Regional Income Disparities and Convergence Clubs in Indonesia: New District-Level Evidence 2000-2017," MPRA Paper 99079, University Library of Munich, Germany.
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    More about this item

    Keywords

    Regional inflation; Monetary policy; Convergence clubs; Indonesia;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General

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