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Did the policy responses influence credit and business cycle co-movement during the COVID-19 crisis? Evidence from Indonesia

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  • Prabheesh, K.P.
  • Sasongko, Aryo
  • Indawan, Fiskara

Abstract

This paper examines the responses of credit and business cycle to various policy actions of the Government of Indonesia during the COVID-19 crisis. Specifically, the paper addresses two key questions (1) How do the credit and business cycle behave during the COVID-19 crisis in Indonesia? (2) Do the central bank and government policy responses effectively stabilize the credit and business cycle? Using the concordance Index and DCC-GARCH methodology, we found that the COVID-19 crisis increased Indonesia’s credit and business cycle co-movements. Similarly, using the mixed data sampling regression technique, our findings suggest fiscal policy measures and government support help the business cycle revival during the COVID-19 pandemic. However, the monetary policy transmission is weak during the pandemic

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  • Prabheesh, K.P. & Sasongko, Aryo & Indawan, Fiskara, 2023. "Did the policy responses influence credit and business cycle co-movement during the COVID-19 crisis? Evidence from Indonesia," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 243-255.
    • Handle: RePEc:eee:ecanpo:v:78:y:2023:i:c:p:243-255
    DOI: 10.1016/j.eap.2023.02.007
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    as
    1. Claudia Foroni & Massimiliano Marcellino, 2013. "A survey of econometric methods for mixed-frequency data," Working Paper 2013/06, Norges Bank.
    2. Falk Bräuning & Victoria Ivashina, 2020. "Monetary Policy and Global Banking," Journal of Finance, American Finance Association, vol. 75(6), pages 3055-3095, December.
    3. Matteo Iacoviello, 2015. "Financial Business Cycles," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(1), pages 140-164, January.
    4. repec:idn:journl:v:21:y:2019:i:3:p:1-20 is not listed on IDEAS
    5. Narayan, Paresh Kumar & Devpura, Neluka & Wang, Hua, 2020. "Japanese currency and stock market—What happened during the COVID-19 pandemic?," Economic Analysis and Policy, Elsevier, vol. 68(C), pages 191-198.
    6. Harding, Don & Pagan, Adrian, 2006. "Synchronization of cycles," Journal of Econometrics, Elsevier, vol. 132(1), pages 59-79, May.
    7. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
    8. Yilmazkuday, Hakan, 2022. "COVID-19 and Monetary policy with zero bounds: A cross-country investigation," Finance Research Letters, Elsevier, vol. 44(C).
    9. C. T. Vidya & world trade network & covid-19, 2021. "Has Covid-19 Shaken the World Trade and China’s Preeminence?," Asian Economics Letters, Asia-Pacific Applied Economics Association, vol. 0(-), pages 1-5.
    10. Harding, Don & Pagan, Adrian, 2002. "Dissecting the cycle: a methodological investigation," Journal of Monetary Economics, Elsevier, vol. 49(2), pages 365-381, March.
    11. repec:idn:journl:v:22:y:2019:i:2a:p:1-26 is not listed on IDEAS
    12. Ghysels, Eric & Santa-Clara, Pedro & Valkanov, Rossen, 2004. "The MIDAS Touch: Mixed Data Sampling Regression Models," University of California at Los Angeles, Anderson Graduate School of Management qt9mf223rs, Anderson Graduate School of Management, UCLA.
    13. Borio, Claudio, 2014. "The financial cycle and macroeconomics: What have we learnt?," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 182-198.
    14. Prabheesh, K.P. & Anglingkusumo, Reza & Juhro, Solikin M., 2021. "The dynamics of global financial cycle and domestic economic cycles: Evidence from India and Indonesia," Economic Modelling, Elsevier, vol. 94(C), pages 831-842.
    15. Sebnem Kalemli-Ozcan & Xiaoxi Liu & Ilhyock Shim, 2018. "Exchange rate appreciations and corporate risk taking," BIS Working Papers 710, Bank for International Settlements.
    16. Urban Jermann & Vincenzo Quadrini, 2012. "Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(1), pages 238-271, February.
    17. Radeef Chundakkadan & Subash Sasidharan, 2022. "Monetary Policy Announcement and Stock Returns - Evidence From Long-Term Repo Operations in India," Asian Economics Letters, Asia-Pacific Applied Economics Association, vol. 3(2), pages 1-6.
    18. Syed Aun R. Rizvi & Solikin M. Juhro & Paresh Kumar Narayan, 2021. "Understanding Market Reaction To Covid-19 Monetary And Fiscal Stimulus In Major Asean Countries," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 24(3), pages 313-334, September.
    19. Ghysels, Eric & Santa-Clara, Pedro & Valkanov, Rossen, 2005. "There is a risk-return trade-off after all," Journal of Financial Economics, Elsevier, vol. 76(3), pages 509-548, June.
    20. Iyke, Bernard Njindan & Ho, Sin-Yu, 2021. "Exchange rate exposure in the South African stock market before and during the COVID-19 pandemic," Finance Research Letters, Elsevier, vol. 43(C).
    21. Narayan, Paresh Kumar, 2021. "COVID-19 research outcomes: An agenda for future research," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 439-445.
    22. Urban Jermann & Vincenzo Quadrini, 2012. "Erratum: Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(2), pages 1186-1186, April.
    23. Yan, Chuanpeng & Huang, Kevin X.D., 2020. "Financial cycle and business cycle: An empirical analysis based on the data from the U.S," Economic Modelling, Elsevier, vol. 93(C), pages 693-701.
    24. Badarau, Cristina & Popescu, Alexandra, 2014. "Monetary policy and credit cycles: A DSGE analysis," Economic Modelling, Elsevier, vol. 42(C), pages 301-312.
    25. 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, February.
    26. Dinh Hoang Bach Phan & Paresh Kumar Narayan, 2020. "Country Responses and the Reaction of the Stock Market to COVID-19—a Preliminary Exposition," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2138-2150, August.
    27. C. T. Vidya & K. P. Prabheesh, 2020. "Implications of COVID-19 Pandemic on the Global Trade Networks," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2408-2421, August.
    28. Padhan, Rakesh & Prabheesh, K.P., 2020. "Business cycle synchronization: Disentangling direct and indirect effect of financial integration in the Indian context," Economic Modelling, Elsevier, vol. 85(C), pages 272-287.
    29. Alexander Lubis & Constantinos Alexiou & Joseph G. Nellis, 2019. "What Can We Learn From The Implementation Of Monetary And Macroprudential Policies: A Systematic Literature Review," Journal of Economic Surveys, Wiley Blackwell, vol. 33(4), pages 1123-1150, September.
    30. Haroon, Omair & Rizvi, Syed Aun R., 2020. "COVID-19: Media coverage and financial markets behavior—A sectoral inquiry," Journal of Behavioral and Experimental Finance, Elsevier, vol. 27(C).
    31. repec:idn:journl:v:21:y:2018:i:2:p:1-36 is not listed on IDEAS
    32. Muhamad Rias K V Zainuddin & Nurul Aishah Khairuddin & Hakimah Nur Ahmad Hamidi, 2021. "Impact of COVID-19 on Malaysia’s Bilateral Export - Testing for Heterogeneous Effects in the Product Category," Asian Economics Letters, Asia-Pacific Applied Economics Association, vol. 3(Early Vie), pages 1-5.
    33. MacKinnon, James G, 1996. "Numerical Distribution Functions for Unit Root and Cointegration Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 601-618, Nov.-Dec..
    34. Ding Liu & Weihong Sun & Xuan Zhang, 2020. "Is the Chinese Economy Well Positioned to Fight the COVID-19 Pandemic? the Financial Cycle Perspective," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2259-2276, August.
    35. Solikin M. Juhro & Paresh Kumar Narayan & Bernard Njindan Iyke & Budi Trisnanto, 2022. "Social capital, R&D and provincial growth in Indonesia," Regional Studies, Taylor & Francis Journals, vol. 56(12), pages 2117-2132, December.
    36. Jonathan Kearns & Nikhil Patel, 2016. "Does the financial channel of exchange rates offset the trade channel?," BIS Quarterly Review, Bank for International Settlements, December.
    37. Zhou, Hang & Yu, Mei & Li, Jiahui & Qin, Qilin, 2021. "Rare disasters, exchange rates, and macroeconomic policy: Evidence from COVID-19," Economics Letters, Elsevier, vol. 209(C).
    38. Bernard Njindan Iyke, 2020. "The Disease Outbreak Channel of Exchange Rate Return Predictability: Evidence from COVID-19," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2277-2297, August.
    39. Padhan, Rakesh & Prabheesh, K.P., 2021. "The economics of COVID-19 pandemic: A survey," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 220-237.
    40. Gerhard Bry & Charlotte Boschan, 1971. "Foreword to "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs"," NBER Chapters, in: Cyclical Analysis of Time Series: Selected Procedures and Computer Programs, pages -1, National Bureau of Economic Research, Inc.
    41. Darjana Darjana & S.K. Wiryono & D.P. Koesrindartoto, 2022. "The COVID-19 Pandemic Impact on Banking Sector," Asian Economics Letters, Asia-Pacific Applied Economics Association, vol. 3(Early Vie), pages 1-6.
    42. Wei, Xiaoyun & Han, Liyan, 2021. "The impact of COVID-19 pandemic on transmission of monetary policy to financial markets," International Review of Financial Analysis, Elsevier, vol. 74(C).
    Full references (including those not matched with items on IDEAS)

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