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The Determinants of Indonesia’s Business Cycle

Author

Listed:
  • Berry A. Harahap

    (Department of Economic and Monetary Policy at Bank Indonesia, Jakarta, Indonesia)

  • Pakasa Bary

    (Department of Economic and Monetary Policy at Bank Indonesia, Jakarta, Indonesia)

  • Anggita Cinditya M. Kusuma

    (Department of Economic and Monetary Policy at Bank Indonesia, Jakarta, Indonesia)

Abstract

This study investigates the determinants of Indonesian’s business cycle using the global vector autoregressive (GVAR) approach, by including spillover responses within 33 countries with 2000 bootstrap replications. The results show that Indonesia’s business cycle is influenced by both domestic and external factors. In addition to exogenous shocks from output, the dominant domestic factors are monetary policy and price competitiveness. The dominant external factors are global economic activity and liquidity conditions, particularly those originating from the Chinese economy. Spillovers from a number of economies appear to shape Indonesia’s economic fluctuations. The paper discusses such relevant spillovers.

Suggested Citation

  • Berry A. Harahap & Pakasa Bary & Anggita Cinditya M. Kusuma, 2020. "The Determinants of Indonesia’s Business Cycle," Journal of Central Banking Theory and Practice, Central bank of Montenegro, vol. 9(special i), pages 215-235.
  • Handle: RePEc:cbk:journl:v:9:y:2020:i:si:p:215-235
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    1. Rachel Male, 2010. "Developing Country Business Cycles: Characterising the Cycle," Working Papers 663, Queen Mary University of London, School of Economics and Finance.
    2. Alessandro Rebucci & Ambrogio Cesa-Bianchi & M. Hashem Pesaran & TengTeng Xu, 2012. "China's Emergence in the World Economy and Business Cycles in Latin America," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 1-75, January.
    3. Melisso Boschi & Massimiliano Marzo & Simone Salotti, 2015. "Domestic versus international determinants of European business cycles: a GVAR approach," Empirical Economics, Springer, vol. 49(2), pages 403-421, September.
    4. Eickmeier, Sandra & Ng, Tim, 2015. "How do US credit supply shocks propagate internationally? A GVAR approach," European Economic Review, Elsevier, vol. 74(C), pages 128-145.
    5. Dufrénot, Gilles & Keddad, Benjamin, 2014. "Business cycles synchronization in East Asia: A Markov-switching approach," Economic Modelling, Elsevier, vol. 42(C), pages 186-197.
    6. Pontines, Victor, 2017. "The financial cycles in four East Asian economies," Economic Modelling, Elsevier, vol. 65(C), pages 51-66.
    7. repec:idn:journl:v:15:y:2012:i:2:p:1-38 is not listed on IDEAS
    8. M. Ayhan Kose & Christopher Otrok & Eswar Prasad, 2012. "Global Business Cycles: Convergence Or Decoupling?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(2), pages 511-538, May.
    9. Mohaddes, Kamiar & Pesaran, M. Hashem, 2017. "Oil prices and the global economy: Is it different this time around?," Energy Economics, Elsevier, vol. 65(C), pages 315-325.
    10. Xavier Debrun & Jean Pisani-Ferry & André Sapir, 2008. "Government size and output volatility- should we forsake automatic stabilisation?," Working Papers 47, Bruegel.
    11. Sunghyun Henry Kim & M. Ayhan Kose & Michael G. Plummer, 2003. "Dynamics of Business Cycles in Asia: Differences and Similarities," Review of Development Economics, Wiley Blackwell, vol. 7(3), pages 462-477, August.
    12. Rachel Male, 2011. "Developing Country Business Cycles: Characterizing the Cycle," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 47(0), pages 20-39, May.
    13. Filippo di Mauro & L. Vanessa Smith & Stephane Dees & M. Hashem Pesaran, 2007. "Exploring the international linkages of the euro area: a global VAR analysis," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(1), pages 1-38.
    14. Pacheco Jiménez, J.F., 2001. "Business cycles in small open economies: the case of Costa Rica," ISS Working Papers - General Series 19075, International Institute of Social Studies of Erasmus University Rotterdam (ISS), The Hague.
    15. Fratzscher, Marcel & Chudik, Alexander, 2010. "Identifying the Global Transmission of the 2007-09 Financial Crisis in a GVAR Model," CEPR Discussion Papers 8093, C.E.P.R. Discussion Papers.
    16. Schüler, Yves Stephan & Hiebert, Paul P. & Peltonen, Tuomas A., 2015. "Characterising the financial cycle: A multivariate and time-varying approach," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112985, Verein für Socialpolitik / German Economic Association.
    17. Claessens, Stijn & Kose, M. Ayhan & Terrones, Marco E., 2012. "How do business and financial cycles interact?," Journal of International Economics, Elsevier, vol. 87(1), pages 178-190.
    18. James H. Stock & Mark W. Watson, 2003. "Has the Business Cycle Changed and Why?," NBER Chapters, in: NBER Macroeconomics Annual 2002, Volume 17, pages 159-230, National Bureau of Economic Research, Inc.
    19. Cashin, Paul & Mohaddes, Kamiar & Raissi, Mehdi, 2017. "China's slowdown and global financial market volatility: Is world growth losing out?," Emerging Markets Review, Elsevier, vol. 31(C), pages 164-175.
    20. Pesaran M.H. & Schuermann T. & Weiner S.M., 2004. "Modeling Regional Interdependencies Using a Global Error-Correcting Macroeconometric Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 129-162, April.
    21. Fatas, Antonio & Mihov, Ilian, 2001. "Government size and automatic stabilizers: international and intranational evidence," Journal of International Economics, Elsevier, vol. 55(1), pages 3-28, October.
    22. Inoue,Tomoo & Kaya,Demet & Ohshige,Hitoshi, 2015. "The impact of China?s slowdown on the Asia Pacific region : an application of the GVAR model," Policy Research Working Paper Series 7442, The World Bank.
    23. Rand, John & Tarp, Finn, 2002. "Business Cycles in Developing Countries: Are They Different?," World Development, Elsevier, vol. 30(12), pages 2071-2088, December.
    24. Favero, Carlo A., 2013. "Modelling and forecasting government bond spreads in the euro area: A GVAR model," Journal of Econometrics, Elsevier, vol. 177(2), pages 343-356.
    25. Boschi, Melisso & Girardi, Alessandro, 2011. "The contribution of domestic, regional and international factors to Latin America's business cycle," Economic Modelling, Elsevier, vol. 28(3), pages 1235-1246, May.
    26. Rose, Andrew K. & Spiegel, Mark M., 2009. "International financial remoteness and macroeconomic volatility," Journal of Development Economics, Elsevier, vol. 89(2), pages 250-257, July.
    27. Diego Comin & Mark Gertler, 2006. "Medium-Term Business Cycles," American Economic Review, American Economic Association, vol. 96(3), pages 523-551, June.
    28. Claudio Borio & Craig Furfine & Philip Lowe, 2001. "Procyclicality of the financial system and financial stability: issues and policy options," BIS Papers chapters, in: Bank for International Settlements (ed.), Marrying the macro- and micro-prudential dimensions of financial stability, volume 1, pages 1-57, Bank for International Settlements.
    29. Mohaddes, Kamiar & Pesaran, M. Hashem, 2016. "Country-specific oil supply shocks and the global economy: A counterfactual analysis," Energy Economics, Elsevier, vol. 59(C), pages 382-399.
    30. Vasishtha, Garima & Maier, Philipp, 2013. "The impact of the global business cycle on small open economies: A FAVAR approach for Canada," The North American Journal of Economics and Finance, Elsevier, vol. 24(C), pages 191-207.
    31. repec:idn:journl:v:21:y:2019:i:3:p:1-20 is not listed on IDEAS
    32. Solomos, Dionysios & Papageorgiou, Theofanis & Koumparoulis, Dimitrios, 2012. "Financial Sector and Business Cycles Determinants in the EMU context: An Empirical Approach (1996-2011)," MPRA Paper 43858, University Library of Munich, Germany.
    33. Arthur F. Burns & Wesley C. Mitchell, 1946. "Measuring Business Cycles," NBER Books, National Bureau of Economic Research, Inc, number burn46-1.
    34. Paresh Kumar Narayan & Stephan Popp, 2010. "A new unit root test with two structural breaks in level and slope at unknown time," Journal of Applied Statistics, Taylor & Francis Journals, vol. 37(9), pages 1425-1438.
    35. Sumru Altug & Melike Bildirici, 2012. "Business Cycles in Developed and Emerging Economies: Evidence from a Univariate Markov Switching Approach," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 48(6), pages 4-38, November.
    36. Lawrence J. Christiano & Terry J. Fitzgerald, 2003. "The Band Pass Filter," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(2), pages 435-465, May.
    37. Chudik, Alexander & Fratzscher, Marcel, 2011. "Identifying the global transmission of the 2007-2009 financial crisis in a GVAR model," European Economic Review, Elsevier, vol. 55(3), pages 325-339, April.
    38. Schmitt-Grohe, Stephanie, 1998. "The international transmission of economic fluctuations:: Effects of U.S. business cycles on the Canadian economy," Journal of International Economics, Elsevier, vol. 44(2), pages 257-287, April.
    39. Haroon Mumtaz & Saverio Simonelli & Paolo Surico, 2011. "International Comovements, Business Cycle and Inflation: a Historical Perspective," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 176-198, January.
    40. Iskandar Simorangkir, 2012. "Study on early Warning Indicators of Bank Runs: Markov-Switching Approach," EcoMod2012 4147, EcoMod.
    41. Antonio Fatás & Ilian Mihov, 2003. "The Case for Restricting Fiscal Policy Discretion," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1419-1447.
    42. repec:idn:journl:v:20:y:2018:i:3:p:1-30 is not listed on IDEAS
    43. Mario Crucini & Ayhan Kose & Christopher Otrok, 2011. "What are the driving forces of international business cycles?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 156-175, January.
    44. Gab-Je Jo, 2014. "Transmission of U.S. Financial Shocks to Emerging Market Economies: Evidence from Claims by U.S. Banks," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(S1), pages 237-253.
    45. Ayhan Kose, M. & Otrok, Christopher & Whiteman, Charles H., 2008. "Understanding the evolution of world business cycles," Journal of International Economics, Elsevier, vol. 75(1), pages 110-130, May.
    46. repec:idn:journl:v:20:y:2018:i:3:p:1-18 is not listed on IDEAS
    47. Juhro, Solikin M. & Iyke, Bernard Njindan, 2020. "Consumer confidence and consumption expenditure in Indonesia," Economic Modelling, Elsevier, vol. 89(C), pages 367-377.
    48. Qing Han, 2019. "International Real Business Cycles of the Chinese Economy: Asymmetric Preference, Incomplete Financial Markets, and Terms of Trade Shocks," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(9), pages 1926-1953, July.
    49. Cashin, Paul & Mohaddes, Kamiar & Raissi, Maziar & Raissi, Mehdi, 2014. "The differential effects of oil demand and supply shocks on the global economy," Energy Economics, Elsevier, vol. 44(C), pages 113-134.
    50. repec:idn:journl:v:20:y:2017:i:2:p:1-26 is not listed on IDEAS
    51. Dutu, Richard, 2016. "Why has economic growth slowed down in Indonesia? An investigation into the Indonesian business cycle using an estimated DSGE model," Journal of Asian Economics, Elsevier, vol. 45(C), pages 46-55.
    52. Harahap, Berry & Bary, Pakasa & Panjaitan, Linda & Satyanugroho, Redianto, 2016. "Spillovers of United States and People’s Republic of China Shocks on Small Open Economies: The Case of Indonesia," ADBI Working Papers 616, Asian Development Bank Institute.
    53. repec:idn:journl:v:20:y:2018:i:4:p:1-28 is not listed on IDEAS
    54. Mathias Drehmann & Claudio Borio & Kostas Tsatsaronis, 2012. "Characterising the financial cycle: don't lose sight of the medium term!," BIS Working Papers 380, Bank for International Settlements.
    55. Ms. Yan M Sun & Mr. Frigyes F Heinz & Giang Ho, 2013. "Cross-Country Linkages in Europe: A Global VAR Analysis," IMF Working Papers 2013/194, International Monetary Fund.
    56. Diana A. Cooke & M. Ayhan Kose & Christopher Otrok & Michael T. Owyang, 2015. "Regional vs. Global: How Are Countries' Business Cycles Moving Together These Days?," The Regional Economist, Federal Reserve Bank of St. Louis, issue April.
    57. repec:idn:journl:v:15:y:2012:i:1:p:1-38 is not listed on IDEAS
    58. Borio, Claudio, 2014. "The financial cycle and macroeconomics: What have we learnt?," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 182-198.
    59. Anna Sznajderska, 2019. "The role of China in the world economy: evidence from a global VAR model," Applied Economics, Taylor & Francis Journals, vol. 51(15), pages 1574-1587, March.
    60. Rakesh Padhan & K. P. Prabheesh, 2019. "Effectiveness Of Early Warning Models: A Critical Review And New Agenda For Future Direction," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 22(4), pages 457-484, December.
    61. M. Ayhan Kose & Christopher Otrok & Charles H. Whiteman, 2003. "International Business Cycles: World, Region, and Country-Specific Factors," American Economic Review, American Economic Association, vol. 93(4), pages 1216-1239, September.
    62. Moneta, Fabio & Rüffer, Rasmus, 2009. "Business cycle synchronisation in East Asia," Journal of Asian Economics, Elsevier, vol. 20(1), pages 1-12, January.
    63. Gerhard Bry & Charlotte Boschan, 1971. "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs," NBER Books, National Bureau of Economic Research, Inc, number bry_71-1.
    64. Paresh Kumar Narayan & Stephan Popp, 2013. "Size and power properties of structural break unit root tests," Applied Economics, Taylor & Francis Journals, vol. 45(6), pages 721-728, February.
    65. Malik, Adeel & Temple, Jonathan R.W., 2009. "The geography of output volatility," Journal of Development Economics, Elsevier, vol. 90(2), pages 163-178, November.
    66. di Mauro, Filippo & Pesaran, M. Hashem (ed.), 2013. "The GVAR Handbook: Structure and Applications of a Macro Model of the Global Economy for Policy Analysis," OUP Catalogue, Oxford University Press, number 9780199670086.
    67. Torben Mark Pedersen, 1998. "How Long are Business Cycles? Reconsidering Fluctuations and Growth," Discussion Papers 98-24, University of Copenhagen. Department of Economics.
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    More about this item

    Keywords

    Business cycle; Trade relations; Global vector autogressive approach;
    All these keywords.

    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • F44 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - International Business Cycles
    • E30 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - General (includes Measurement and Data)
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes

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