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Policy uncertainty spillovers and financial risk contagion in the Asia-Pacific network

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  • LI, Yang
  • Luo, Jingqiu
  • Jiang, Yongmu

Abstract

This study investigates the impact of policy uncertainties on the financial markets in the Asia-Pacific region using a complex network analysis. A new daily economic policy uncertainty (EPU) index was build using Global Database of Events, Language, and Tone data. The results show that China is the Asia-Pacific EPU network's center and the US stock market is the most important intermediary in the financial network. We also construct an uncertainty spillover network by combining the EPU and financial networks. The findings reveal that the US EPU and SPX indexes are the most important sources of uncertainties in the spillover network. The network dynamics show that during the US-China trade war, the correlations between the EPU and financial networks decreased significantly, while the COVID-19 outbreak has increased the combined network's density.

Suggested Citation

  • LI, Yang & Luo, Jingqiu & Jiang, Yongmu, 2021. "Policy uncertainty spillovers and financial risk contagion in the Asia-Pacific network," Pacific-Basin Finance Journal, Elsevier, vol. 67(C).
  • Handle: RePEc:eee:pacfin:v:67:y:2021:i:c:s0927538x21000615
    DOI: 10.1016/j.pacfin.2021.101554
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    as
    1. Huang, Yun & Luk, Paul, 2020. "Measuring economic policy uncertainty in China," China Economic Review, Elsevier, vol. 59(C).
    2. Bai, Lan & Zhang, Xuhui & Liu, Yuntong & Wang, Qian, 2019. "Economic risk contagion among major economies: New evidence from EPU spillover analysis in time and frequency domains," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 535(C).
    3. Balli, Faruk & Uddin, Gazi Salah & Mudassar, Hasan & Yoon, Seong-Min, 2017. "Cross-country determinants of economic policy uncertainty spillovers," Economics Letters, Elsevier, vol. 156(C), pages 179-183.
    4. Topcu, Mert & Gulal, Omer Serkan, 2020. "The impact of COVID-19 on emerging stock markets," Finance Research Letters, Elsevier, vol. 36(C).
    5. Stefano Schiavo & Javier Reyes & Giorgio Fagiolo, 2010. "International trade and financial integration: a weighted network analysis," Quantitative Finance, Taylor & Francis Journals, vol. 10(4), pages 389-399.
    6. Huang, Zhuo & Tong, Chen & Qiu, Han & Shen, Yan, 2018. "The spillover of macroeconomic uncertainty between the U.S. and China," Economics Letters, Elsevier, vol. 171(C), pages 123-127.
    7. Chuliá, Helena & Gupta, Rangan & Uribe, Jorge M. & Wohar, Mark E., 2017. "Impact of US uncertainties on emerging and mature markets: Evidence from a quantile-vector autoregressive approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 48(C), pages 178-191.
    8. H. Murat Ertuğrul & B. Oray Güngör & Uğur Soytaş, 2021. "The Effect of the COVID-19 Outbreak on the Turkish Diesel Consumption Volatility Dynamics," Energy RESEARCH LETTERS, Asia-Pacific Applied Economics Association, vol. 1(1), pages 1-4.
    9. Christou, Christina & Cunado, Juncal & Gupta, Rangan & Hassapis, Christis, 2017. "Economic policy uncertainty and stock market returns in PacificRim countries: Evidence based on a Bayesian panel VAR model," Journal of Multinational Financial Management, Elsevier, vol. 40(C), pages 92-102.
    10. Xin Gu & Shan Ying & Weiqiang Zhang & Yewei Tao, 2020. "How Do Firms Respond to COVID-19? First Evidence from Suzhou, China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2181-2197, August.
    11. Jiang, Yonghong & Zhu, Zixuan & Tian, Gengyu & Nie, He, 2019. "Determinants of within and cross-country economic policy uncertainty spillovers: Evidence from US and China," Finance Research Letters, Elsevier, vol. 31(C).
    12. Chiang, Thomas C., 2019. "Economic policy uncertainty, risk and stock returns: Evidence from G7 stock markets," Finance Research Letters, Elsevier, vol. 29(C), pages 41-49.
    13. Lubos Pástor & Pietro Veronesi, 2012. "Uncertainty about Government Policy and Stock Prices," Journal of Finance, American Finance Association, vol. 67(4), pages 1219-1264, August.
    14. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    15. Pengpeng Yue & Aslihan Gizem Korkmaz & Haigang Zhou, 2020. "Household Financial Decision Making Amidst the COVID-19 Pandemic," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2363-2377, August.
    16. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    17. Hu, Zhijun & Kutan, Ali M. & Sun, Ping-Wen, 2018. "Is U.S. economic policy uncertainty priced in China's A-shares market? Evidence from market, industry, and individual stocks," International Review of Financial Analysis, Elsevier, vol. 57(C), pages 207-220.
    18. Huayu Shen & Mengyao Fu & Hongyu Pan & Zhongfu Yu & Yongquan Chen, 2020. "The Impact of the COVID-19 Pandemic on Firm Performance," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2213-2230, August.
    19. Meng Qin & Xiuyan Liu & Xiaoxue Zhou, 2020. "COVID-19 Shock and Global Value Chains: Is There a Substitute for China?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(15), pages 3588-3598, December.
    20. Debelle, Guy, 2020. "The Reserve Bank of Australia’s policy actions and balance sheet," Economic Analysis and Policy, Elsevier, vol. 68(C), pages 285-295.
    21. Li, Xiao-Ming & Peng, Lu, 2017. "US economic policy uncertainty and co-movements between Chinese and US stock markets," Economic Modelling, Elsevier, vol. 61(C), pages 27-39.
    22. 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.
    23. Pástor, Ľuboš & Veronesi, Pietro, 2013. "Political uncertainty and risk premia," Journal of Financial Economics, Elsevier, vol. 110(3), pages 520-545.
    24. Tsai, I-Chun, 2017. "The source of global stock market risk: A viewpoint of economic policy uncertainty," Economic Modelling, Elsevier, vol. 60(C), pages 122-131.
    25. Choi, Sun-Yong, 2020. "Industry volatility and economic uncertainty due to the COVID-19 pandemic: Evidence from wavelet coherence analysis," Finance Research Letters, Elsevier, vol. 37(C).
    26. Haochang Yang & Peidong Deng, 2021. "The Impact of COVID-19 and Government Intervention on Stock Markets of OECD Countries," Asian Economics Letters, Asia-Pacific Applied Economics Association, vol. 1(4), pages 1-6.
    27. Barigozzi, Matteo & Fagiolo, Giorgio & Mangioni, Giuseppe, 2011. "Identifying the community structure of the international-trade multi-network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 390(11), pages 2051-2066.
    28. Omair Haroon & Syed Aun R. Rizvi, 2020. "Flatten the Curve and Stock Market Liquidity – An Inquiry into Emerging Economies," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2151-2161, August.
    29. Wu, Fei & Zhao, Wan-Li & Ji, Qiang & Zhang, Dayong, 2020. "Dependency, centrality and dynamic networks for international commodity futures prices," International Review of Economics & Finance, Elsevier, vol. 67(C), pages 118-132.
    30. HaiYue Liu & Yile Wang & Dongmei He & Cangyu Wang, 2020. "Short term response of Chinese stock markets to the outbreak of COVID-19," Applied Economics, Taylor & Francis Journals, vol. 52(53), pages 5859-5872, November.
    31. Jie Li & Quanyun Song & Changyan Peng & Yu Wu, 2020. "COVID-19 Pandemic and Household Liquidity Constraints: Evidence from Micro Data," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(15), pages 3626-3634, December.
    32. Klößner, Stefan & Sekkel, Rodrigo, 2014. "International spillovers of policy uncertainty," Economics Letters, Elsevier, vol. 124(3), pages 508-512.
    33. K. Bhattacharya & G. Mukherjee & S. S. Manna, 2007. "The International Trade Network," Papers 0707.4347, arXiv.org.
    34. Alok Kumar Mishra & Badri Narayan Rath & Aruna Kumar Dash, 2020. "Does the Indian Financial Market Nosedive because of the COVID-19 Outbreak, in Comparison to after Demonetisation and the GST?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2162-2180, August.
    35. Smales, Lee A., 2020. "Examining the relationship between policy uncertainty and market uncertainty across the G7," International Review of Financial Analysis, Elsevier, vol. 71(C).
    36. Min Liu & Wei-Chong Choo & Chien-Chiang Lee, 2020. "The Response of the Stock Market to the Announcement of Global Pandemic," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(15), pages 3562-3577, December.
    37. Marfatia, Hardik & Zhao, Wan-Li & Ji, Qiang, 2020. "Uncovering the global network of economic policy uncertainty," Research in International Business and Finance, Elsevier, vol. 53(C).
    38. Taixing Liu & Beixiao Pan & Zhichao Yin, 2020. "Pandemic, Mobile Payment, and Household Consumption: Micro-Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2378-2389, August.
    39. Dror Y Kenett & Michele Tumminello & Asaf Madi & Gitit Gur-Gershgoren & Rosario N Mantegna & Eshel Ben-Jacob, 2010. "Dominating Clasp of the Financial Sector Revealed by Partial Correlation Analysis of the Stock Market," PLOS ONE, Public Library of Science, vol. 5(12), pages 1-14, December.
    40. 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.
    41. Zhen Yu & Yao Xiao & Yuankun Li, 2020. "The Response of the Labor Force Participation Rate to an Epidemic: Evidence from a Cross-Country Analysis," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2390-2407, August.
    42. 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.
    43. Pinglin He & Hanlu Niu & Zhe Sun & Tao Li, 2020. "Accounting Index of COVID-19 Impact on Chinese Industries: A Case Study Using Big Data Portrait Analysis," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2332-2349, August.
    44. Tisdell, Clement A., 2020. "Economic, social and political issues raised by the COVID-19 pandemic," Economic Analysis and Policy, Elsevier, vol. 68(C), pages 17-28.
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    Cited by:

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    2. Zheng, Jinlin & Wen, Baoyu & Jiang, Yaohui & Wang, Xiaohan & Shen, Yue, 2023. "Risk spillovers across geopolitical risk and global financial markets," Energy Economics, Elsevier, vol. 127(PA).
    3. Xie, Yiwei & Jiao, Feng & Li, Shihan & Liu, Qingfu & Tse, Yiuman, 2022. "Systemic risk in financial institutions: A multiplex network approach," Pacific-Basin Finance Journal, Elsevier, vol. 73(C).
    4. SOUMA Wataru & Carolina Magda ROMA & GOTO Hiromitsu & IYETOMI Hiroshi & Irena VODENSKA, 2022. "Complex Global Interdependencies between Economic Policy Uncertainty and Geopolitical Risks Indices," Discussion papers 22028, Research Institute of Economy, Trade and Industry (RIETI).
    5. Chada, Swechha, 2023. "Economic policy uncertainties and institutional ownership in India," The Journal of Economic Asymmetries, Elsevier, vol. 27(C).
    6. Zhou, Yuqin & Liu, Zhenhua & Wu, Shan, 2022. "The global economic policy uncertainty spillover analysis: In the background of COVID-19 pandemic," Research in International Business and Finance, Elsevier, vol. 61(C).
    7. Shivani Narayan & Dilip Kumar, 2023. "Systemic Risk Transmission from the United States to Asian Economies During the COVID-19 Period," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 22(1), pages 57-84, March.
    8. Wang, Yonglian & Wang, Lijun & Pan, Changchun & Hong, Songzhi, 2022. "Economic policy uncertainty and price pass-through effect of exchange rate in China," Pacific-Basin Finance Journal, Elsevier, vol. 75(C).
    9. Mike K. P. So & Jacky N. L. Chan & Amanda M. Y. Chu, 2022. "Dynamic Causality Analysis of COVID-19 Pandemic Risk and Oil Market Changes," JRFM, MDPI, vol. 15(6), pages 1-11, May.
    10. Zhang, Yi & Zhou, Long & Chen, Yajiao & Liu, Fang, 2022. "The contagion effect of jump risk across Asian stock markets during the Covid-19 pandemic," The North American Journal of Economics and Finance, Elsevier, vol. 61(C).
    11. Qiao, Xingzhi & Zhu, Huiming & Zhang, Zhongqingyang & Mao, Weifang, 2022. "Time-frequency transmission mechanism of EPU, investor sentiment and financial assets: A multiscale TVP-VAR connectedness analysis," The North American Journal of Economics and Finance, Elsevier, vol. 63(C).

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    More about this item

    Keywords

    Economic policy uncertainty (EPU); Financial risk; Spillover effects; Complex network analysis;
    All these keywords.

    JEL classification:

    • D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
    • E66 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - General Outlook and Conditions
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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