IDEAS home Printed from https://ideas.repec.org/a/cbk/journl/v9y2020isip215-235.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://www.cbcg.me/repec/cbk/journl/vol9si-9.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Jean Pisani-Ferry & Mr. Xavier Debrun & André Sapir, 2008. "Government Size and Output Volatility: Should We Forsake Automatic Stabilization?," IMF Working Papers 2008/122, International Monetary Fund.
    2. Hiebert, Paul & Peltonen, Tuomas A. & Schüler, Yves S., 2015. "Characterising the financial cycle: a multivariate and time-varying approach," Working Paper Series 1846, European Central Bank.
    3. Diego Comin & Mark Gertler, 2006. "Medium-Term Business Cycles," American Economic Review, American Economic Association, vol. 96(3), pages 523-551, June.
    4. 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.
    5. Rachel Male, 2010. "Developing Country Business Cycles: Characterising the Cycle," Working Papers 663, Queen Mary University of London, School of Economics and Finance.
    6. 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.
    7. 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.
    8. 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.
    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. 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(1S), pages 237-253, January.
    11. 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.
    12. 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.
    13. 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.
    14. Sri Andaiyani & Telisa Aulia Falianty, 2017. "Asean Credit Growth And Asset Price Response To Global Financial Cycle," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 20(2), pages 1-26, October.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. Solikin M. Juhro & Bernard Njindan Iyke, 2019. "Monetary Policy And Financial Conditions In Indonesia," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 21(3), pages 1-20, January.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. Dufrénot, Gilles & Keddad, Benjamin, 2014. "Business cycles synchronization in East Asia: A Markov-switching approach," Economic Modelling, Elsevier, vol. 42(C), pages 186-197.
    31. Pontines, Victor, 2017. "The financial cycles in four East Asian economies," Economic Modelling, Elsevier, vol. 65(C), pages 51-66.
    32. Moneta, Fabio & Rüffer, Rasmus, 2009. "Business cycle synchronisation in East Asia," Journal of Asian Economics, Elsevier, vol. 20(1), pages 1-12, January.
    33. Arthur F. Burns & Wesley C. Mitchell, 1946. "Measuring Business Cycles," NBER Books, National Bureau of Economic Research, Inc, number burn46-1, March.
    34. 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.
    35. 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.
    36. Tumpak Silalahi & Wahyu Ari Wibowo & Linda Nurliana, 2012. "Impact Of Global Financial Shock To International Bank Lending In Indonesia," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 15(2), pages 1-38, October.
    37. 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.
    38. 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, March.
    39. 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.
    40. 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.
    41. Malik, Adeel & Temple, Jonathan R.W., 2009. "The geography of output volatility," Journal of Development Economics, Elsevier, vol. 90(2), pages 163-178, November.
    42. 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.
    43. 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.
    44. 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.
    45. 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.
    46. 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.
    47. 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.
    48. 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.
    49. 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.
    50. Borio, Claudio, 2014. "The financial cycle and macroeconomics: What have we learnt?," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 182-198.
    51. Profita Sumunar Luthfiana & Nasrudin, 2018. "Disaggregation And Forecasting Of The Monthly Indonesian Gross Domestic Product (Gdp)," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 20(4), pages 1-28, April.
    52. 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.
    53. 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.
    54. Iskandar Simorangkir, 2012. "Study on early Warning Indicators of Bank Runs: Markov-Switching Approach," EcoMod2012 4147, EcoMod.
    55. 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.
    56. 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.
    57. Rand, John & Tarp, Finn, 2002. "Business Cycles in Developing Countries: Are They Different?," World Development, Elsevier, vol. 30(12), pages 2071-2088, December.
    58. Tarsidin & Idham & Robbi Nur Rakhman, 2018. "Nowcasting Household Consumption And Investment In Indonesia," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 20(3), pages 1-30, January.
    59. Torben Mark Pedersen, 1998. "How Long are Business Cycles? Reconsidering Fluctuations and Growth," Discussion Papers 98-24, University of Copenhagen. Department of Economics.
    60. 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.
    61. Saiful Anwar & A.M Hasan Ali, 2018. "ANNs-BASED EARLY WARNING SYSTEM FOR INDONESIAN ISLAMIC BANKS," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 20(3), pages 1-18, January.
    62. 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.
    63. 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.
    64. 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.
    65. Iskandar Simorangkir, 2012. "Early Warning Indicators Study Of Bank Runs In Indonesia : Markov-Switching Approach," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 15(1), pages 1-38, July.
    66. 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.
    67. Juhro, Solikin M. & Iyke, Bernard Njindan, 2020. "Consumer confidence and consumption expenditure in Indonesia," Economic Modelling, Elsevier, vol. 89(C), pages 367-377.
    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. Juhro, Solikin M. & Anglingkusumo, Reza, 2021. "The Impact of Post-GFC Monetary Policy in the US on Capital Flows to the SEACEN Economies," MPRA Paper 115721, 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. Razieh Zahedi & Asghar Shahmoradi & Ali Taiebnia, 2022. "The ever-evolving trade pattern: a global VAR approach," Empirical Economics, Springer, vol. 63(3), pages 1193-1218, September.
    2. Fatma Erdem & Erdal Özmen, 2015. "Exchange Rate Regimes and Business Cycles: An Empirical Investigation," Open Economies Review, Springer, vol. 26(5), pages 1041-1058, November.
    3. Alexander Chudik & M. Hashem Pesaran, 2016. "Theory And Practice Of Gvar Modelling," Journal of Economic Surveys, Wiley Blackwell, vol. 30(1), pages 165-197, February.
    4. Cesa-Bianchi, Ambrogio, 2013. "Housing cycles and macroeconomic fluctuations: A global perspective," Journal of International Money and Finance, Elsevier, vol. 37(C), pages 215-238.
    5. Kamiar Mohaddes & Mehdi Raissi, 2019. "The US oil supply revolution and the global economy," Empirical Economics, Springer, vol. 57(5), pages 1515-1546, November.
    6. Guido Bulligan & Lorenzo Burlon & Davide Delle Monache & Andrea Silvestrini, 2019. "Real and financial cycles: estimates using unobserved component models for the Italian economy," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 28(3), pages 541-569, September.
    7. Chudik, Alexander & Mohaddes, Kamiar & Pesaran, M. Hashem & Raissi, Mehdi & Rebucci, Alessandro, 2021. "A counterfactual economic analysis of Covid-19 using a threshold augmented multi-country model," Journal of International Money and Finance, Elsevier, vol. 119(C).
    8. Harendra Behera & Saurabh Sharma, 2022. "Characterizing India’s Financial Cycle," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 21(2), pages 152-183, June.
    9. Dutra, Tiago Mota & Dias, José Carlos & Teixeira, João C.A., 2022. "Measuring financial cycles: Empirical evidence for Germany, United Kingdom and United States of America," International Review of Economics & Finance, Elsevier, vol. 79(C), pages 599-630.
    10. Calderón, César & Fuentes, J. Rodrigo, 2014. "Have business cycles changed over the last two decades? An empirical investigation," Journal of Development Economics, Elsevier, vol. 109(C), pages 98-123.
    11. Fernández-Amador, Octavio, 2016. "Finance-augmented business cycles: A robustness check," Papers 1038, World Trade Institute.
    12. Dumrongrittikul, Taya & Anderson, Heather & Vahid, Farshid, 2019. "The global effects of productivity gains in Asian emerging economies," Economic Modelling, Elsevier, vol. 83(C), pages 127-140.
    13. Meller, Barbara & Metiu, Norbert, 2015. "The synchronization of European credit cycles," Discussion Papers 20/2015, Deutsche Bundesbank.
    14. Dong, Minyi & Chang, Chun-Ping & Gong, Qiang & Chu, Yin, 2019. "Revisiting global economic activity and crude oil prices: A wavelet analysis," Economic Modelling, Elsevier, vol. 78(C), pages 134-149.
    15. Schüler, Yves S. & Peltonen, Tuomas A. & Hiebert, Paul, 2017. "Coherent financial cycles for G-7 countries: Why extending credit can be an asset," ESRB Working Paper Series 43, European Systemic Risk Board.
    16. Degiannakis, Stavros & Duffy, David & Filis, George & Livada, Alexandra, 2016. "Business cycle synchronisation in EMU: Can fiscal policy bring member-countries closer?," Economic Modelling, Elsevier, vol. 52(PB), pages 551-563.
    17. Kurowski, Łukasz & Rogowicz, Karol, 2018. "Are business and credit cycles synchronised internally or externally?," Economic Modelling, Elsevier, vol. 74(C), pages 124-141.
    18. Octavio Fernández-Amador & Martin Gächter & Friedrich Sindermann, 2016. "Finance-augmented business cycles: A robustness check," Economics Bulletin, AccessEcon, vol. 36(1), pages 132-144.
    19. Jasper de Winter & Siem Jan Koopman & Irma Hindrayanto & Anjali Chouhan, 2017. "Modeling the business and financial cycle in a multivariate structural time series model," DNB Working Papers 573, Netherlands Central Bank, Research Department.
    20. Adél Bosch & Steven F. Koch, 2020. "The South African Financial Cycle and its Relation to Household Deleveraging," South African Journal of Economics, Economic Society of South Africa, vol. 88(2), pages 145-173, June.

    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

    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:cbk:journl:v:9:y:2020:i:si:p:215-235. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/cbmgvme.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.