IDEAS home Printed from https://ideas.repec.org/a/eee/asieco/v90y2024ics1049007823000994.html
   My bibliography  Save this article

Time-varying and spillover effects of the macroeconomy on nonfinancial corporate financialization: Evidence from China

Author

Listed:
  • Yang, Jizhe
  • Jiang, Tingfeng
  • Wen, Xingchun
  • Dai, Lu

Abstract

Using quarterly data from 2007 to 2020 in China and the time-varying parameter vector autoregression model (TVP-VAR), this study systematically investigates the time-varying responses of corporate financialization to various macroeconomic shocks. The empirical findings reveal that nonfinancial corporate financialization is significantly and dynamically influenced by macroeconomic factors. Specifically, a decrease in economic policy uncertainty (EPU) generates a transient promotive effect on corporate financialization within six months, while monetary policy easing has a strong and persistent positive effect on the corporate financialization over two years. Conversely, the impact of economic growth on corporate financialization has experienced structural shifts throughout the sample period. Furthermore, a dynamic connectedness index based on TVP-VAR is employed for the first time to investigate the spillover effects among variables. The results show that nonfinancial corporate financialization is the net receiver of the fluctuations of M2, GDP growth, and EPU volatility. Quantitatively, 28.36% of corporate financialization variation is caused by M2 supply changes. Moreover, the spillover effects on financialization are time-varying and significantly greater during the extreme economic events. Our conclusions enrich the research findings of corporate financialization determinants.

Suggested Citation

  • Yang, Jizhe & Jiang, Tingfeng & Wen, Xingchun & Dai, Lu, 2024. "Time-varying and spillover effects of the macroeconomy on nonfinancial corporate financialization: Evidence from China," Journal of Asian Economics, Elsevier, vol. 90(C).
  • Handle: RePEc:eee:asieco:v:90:y:2024:i:c:s1049007823000994
    DOI: 10.1016/j.asieco.2023.101679
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1049007823000994
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.asieco.2023.101679?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Ding, Sai & Guariglia, Alessandra & Knight, John, 2013. "Investment and financing constraints in China: Does working capital management make a difference?," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1490-1507.
    2. Chiara Perillo & Stefano Battiston, 2020. "Financialization and unconventional monetary policy: a financial-network analysis," Journal of Evolutionary Economics, Springer, vol. 30(5), pages 1385-1428, November.
    3. Bernal, Oscar & Gnabo, Jean-Yves & Guilmin, Grégory, 2016. "Economic policy uncertainty and risk spillovers in the Eurozone," Journal of International Money and Finance, Elsevier, vol. 65(C), pages 24-45.
    4. Hwang, So Jung & Suh, Hyunduk, 2021. "Overall and time-varying effects of global and domestic uncertainty on the Korean economy," Journal of Asian Economics, Elsevier, vol. 76(C).
    5. John Geweke, 1991. "Evaluating the accuracy of sampling-based approaches to the calculation of posterior moments," Staff Report 148, Federal Reserve Bank of Minneapolis.
    6. Nakajima, Jouchi & Kasuya, Munehisa & Watanabe, Toshiaki, 2011. "Bayesian analysis of time-varying parameter vector autoregressive model for the Japanese economy and monetary policy," Journal of the Japanese and International Economies, Elsevier, vol. 25(3), pages 225-245, September.
    7. R?diger Bachmann & Steffen Elstner & Eric R. Sims, 2013. "Uncertainty and Economic Activity: Evidence from Business Survey Data," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(2), pages 217-249, April.
    8. Diebold, Francis X. & Yılmaz, Kamil, 2014. "On the network topology of variance decompositions: Measuring the connectedness of financial firms," Journal of Econometrics, Elsevier, vol. 182(1), pages 119-134.
    9. C Lakshman, 2013. "Biculturalism and attributional complexity: Cross-cultural leadership effectiveness," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 44(9), pages 922-940, December.
    10. Imad A. Moosa, 2018. "Does financialization retard growth? Time series and cross-sectional evidence," Applied Economics, Taylor & Francis Journals, vol. 50(31), pages 3405-3415, July.
    11. Demir, FIrat, 2009. "Financial liberalization, private investment and portfolio choice: Financialization of real sectors in emerging markets," Journal of Development Economics, Elsevier, vol. 88(2), pages 314-324, March.
    12. Ran Duchin & Thomas Gilbert & Jarrad Harford & Christopher Hrdlicka, 2017. "Precautionary Savings with Risky Assets: When Cash Is Not Cash," Journal of Finance, American Finance Association, vol. 72(2), pages 793-852, April.
    13. 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.
    14. En-Ze Wang & Chien-Chiang Lee, 2020. "Dynamic spillovers and connectedness between oil returns and policy uncertainty," Applied Economics, Taylor & Francis Journals, vol. 52(35), pages 3788-3808, July.
    15. Tiwari, Aviral Kumar & Abakah, Emmanuel Joel Aikins & Adewuyi, Adeolu O. & Lee, Chien-Chiang, 2022. "Quantile risk spillovers between energy and agricultural commodity markets: Evidence from pre and during COVID-19 outbreak," Energy Economics, Elsevier, vol. 113(C).
    16. Zhang, Chengsi & Zheng, Ning, 2020. "The financial investment decision of non-financial firms in China," The North American Journal of Economics and Finance, Elsevier, vol. 53(C).
    17. Young Soo Lee & Han Sung Kim & Seo Hwan Joo, 2020. "Financialization and Innovation Short-termism in OECD Countries," Review of Radical Political Economics, Union for Radical Political Economics, vol. 52(2), pages 259-286, June.
    18. Kinda Hachem, 2018. "Shadow Banking in China," Annual Review of Financial Economics, Annual Reviews, vol. 10(1), pages 287-308, November.
    19. Li, Xiafei & Li, Bo & Wei, Guiwu & Bai, Lan & Wei, Yu & Liang, Chao, 2021. "Return connectedness among commodity and financial assets during the COVID-19 pandemic: Evidence from China and the US," Resources Policy, Elsevier, vol. 73(C).
    20. Hwan Joo Seo & Han Sung Kim & Yoo Chan Kim, 2012. "Financialization and the Slowdown in Korean Firms' R&D Investment," Asian Economic Papers, MIT Press, vol. 11(3), pages 35-49, Fall.
    21. Nikolaos Antonakakis & Ioannis Chatziantoniou & David Gabauer, 2020. "Refined Measures of Dynamic Connectedness based on Time-Varying Parameter Vector Autoregressions," JRFM, MDPI, vol. 13(4), pages 1-23, April.
    22. Opler, Tim & Pinkowitz, Lee & Stulz, Rene & Williamson, Rohan, 1999. "The determinants and implications of corporate cash holdings," Journal of Financial Economics, Elsevier, vol. 52(1), pages 3-46, April.
    23. Min Liu & Wei‐Chong Choo & Chi‐Chuan Lee & Chien‐Chiang Lee, 2023. "Trading volume and realized volatility forecasting: Evidence from the China stock market," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 42(1), pages 76-100, January.
    24. Allen, Franklin & Qian, Yiming & Tu, Guoqian & Yu, Frank, 2019. "Entrusted loans: A close look at China's shadow banking system," Journal of Financial Economics, Elsevier, vol. 133(1), pages 18-41.
    25. Mishkin, Frederic S., 2009. "Globalization and financial development," Journal of Development Economics, Elsevier, vol. 89(2), pages 164-169, July.
    26. Giorgio E. Primiceri, 2005. "Time Varying Structural Vector Autoregressions and Monetary Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 821-852.
    27. Engelbert Stockhammer, 2004. "Financialisation and the slowdown of accumulation," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 28(5), pages 719-741, September.
    28. Gimet, Céline & Lagoarde-Segot, Thomas & Reyes-Ortiz, Luis, 2019. "Financialization and the macroeconomy. Theory and empirical evidence," Economic Modelling, Elsevier, vol. 81(C), pages 89-110.
    29. Liu, Min & Lee, Chien-Chiang, 2022. "Is gold a long-run hedge, diversifier, or safe haven for oil? Empirical evidence based on DCC-MIDAS," Resources Policy, Elsevier, vol. 76(C).
    30. Constantinos Alexiou & Abdulkadir Mohamed & Joe Nellis, 2021. "The impact of institutional investors on firms' performance in the context of financialization," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(1), pages 290-309, January.
    31. Thomas Dallery, 2009. "Post-Keynesian Theories of the Firm under Financialization," Review of Radical Political Economics, Union for Radical Political Economics, vol. 41(4), pages 492-515, December.
    32. Ricardo Barradas & Sérgio Lagoa & Emanuel Leão & Ricardo Paes Mamede, 2018. "Financialization in the European Periphery and the Sovereign Debt Crisis: The Portuguese Case," Journal of Economic Issues, Taylor & Francis Journals, vol. 52(4), pages 1056-1083, October.
    33. Du, Julan & Li, Chang & Wang, Yongqin, 2017. "A comparative study of shadow banking activities of non-financial firms in transition economies," China Economic Review, Elsevier, vol. 46(S), pages 35-49.
    34. Yang, Lu & Yang, Lei & Ho, Kung-Cheng & Hamori, Shigeyuki, 2020. "Dependence structures and risk spillover in China’s credit bond market: A copula and CoVaR approach," Journal of Asian Economics, Elsevier, vol. 68(C).
    35. Xu, Xingmei & Xuan, Chao, 2021. "A study on the motivation of financialization in emerging markets: The case of Chinese nonfinancial corporations," International Review of Economics & Finance, Elsevier, vol. 72(C), pages 606-623.
    36. Shu, Jiaxian & Zhang, Chengsi & Zheng, Ning, 2020. "Financialization and sluggish fixed investment in Chinese real sector firms," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 1106-1116.
    37. Zhang, Xiaoming & Zhang, Tong & Lee, Chien-Chiang, 2022. "The path of financial risk spillover in the stock market based on the R-vine-Copula model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 600(C).
    38. Hui Wang & Qing Wang & Xia Sheng, 2021. "Does Corporate Financialization Have a Non-Linear Impact on Sustainable Total Factor Productivity? Perspectives of Cash Holdings and Technical Innovation," Sustainability, MDPI, vol. 13(5), pages 1-17, February.
    Full references (including those not matched with items on IDEAS)

    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. Fu, Xiaoxia & Wang, Shanshan & Jia, Jia, 2024. "Equity incentives and dynamic adjustments to corporate financialization: Evidence from Chinese A-share listed companies," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 948-966.
    2. Ke Guo & Xuemeng Guo & Jun Zhang, 2023. "Financial asset allocation duality and enterprise upgrading: empirical evidence from the Chinese A-share market," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-11, December.
    3. Ma, Sichao & Shen, Ji & Wang, Fanzhi & Wu, Wanting, 2022. "A tale of two Us: Corporate leverage and financial asset allocation in China," International Review of Financial Analysis, Elsevier, vol. 83(C).
    4. Xue, Lixing & Chen, Chong & Wang, Na & Zhang, Lirong, 2023. "Gambling culture and corporate financialization: Evidence from China's welfare lottery sales," Pacific-Basin Finance Journal, Elsevier, vol. 78(C).
    5. Yang, Baochen & Chen, Fengrui, 2023. "The financialization of nonfinancial companies in China: A macroeconomic perspective," Finance Research Letters, Elsevier, vol. 53(C).
    6. Liu, Rongyan & He, Lingyun & Xia, Yufei & Fu, Yating & Chen, Ling, 2023. "Research on the time-varying effects among green finance markets in China: A fresh evidence from multi-frequency scale perspective," The North American Journal of Economics and Finance, Elsevier, vol. 66(C).
    7. Xu, Xiaodong & Mu, Yayu & Wang, Juan, 2023. "Corporate risk and financial asset holdings," Pacific-Basin Finance Journal, Elsevier, vol. 81(C).
    8. Huang, Jialin & Luo, Yu & Peng, Yuchao, 2021. "Corporate financial asset holdings under economic policy uncertainty: Precautionary saving or speculating?," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 1359-1378.
    9. Zhang, Mengtao & Li, Wenwen & Luo, Yalin & Chen, Wenchuan, 2023. "Government audit supervision, financialization, and executives' excess perks: Evidence from Chinese state-owned enterprises," International Review of Financial Analysis, Elsevier, vol. 89(C).
    10. Zhao, Yan & Su, Kun, 2022. "Economic policy uncertainty and corporate financialization: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 82(C).
    11. Lee, Chien-Chiang & Zhou, Hegang & Xu, Chao & Zhang, Xiaoming, 2023. "Dynamic spillover effects among international crude oil markets from the time-frequency perspective," Resources Policy, Elsevier, vol. 80(C).
    12. Assaf, Ata & Charif, Husni & Mokni, Khaled, 2021. "Dynamic connectedness between uncertainty and energy markets: Do investor sentiments matter?," Resources Policy, Elsevier, vol. 72(C).
    13. Gu, Leilei & Liu, Zhongyang & Ma, Sichao & Wang, Hongyu, 2022. "Social trust and corporate financial asset holdings: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 82(C).
    14. Chang, Hao-Wen & Chang, Tsangyao & Lee, Chien-Chiang, 2023. "Return and volatility connectedness among the BRICS stock and oil markets," Resources Policy, Elsevier, vol. 86(PA).
    15. Gao, Haoyu & Wen, Huiyu & Wang, Xingjian, 2022. "Pandemic effect on corporate financial asset holdings: Precautionary or return-chasing?," Research in International Business and Finance, Elsevier, vol. 62(C).
    16. Youtao Xiang & Sumuya Borjigin, 2024. "High–low volatility spillover network between economic policy uncertainty and commodity futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 44(8), pages 1295-1319, August.
    17. Tang, Yajun & Wang, Li & Shu, Haicheng, 2024. "“Tax reduction” and the financialization of real enterprises: Evidence from China’s “VAT reform”," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 835-850.
    18. Feng, Huiqun & Zhang, Jun & Guo, Na, 2023. "Time-varying linkages between energy and stock markets: Dynamic spillovers and driving factors," International Review of Financial Analysis, Elsevier, vol. 89(C).
    19. Hu, Zinan & Borjigin, Sumuya, 2024. "The amplifying role of geopolitical Risks, economic policy Uncertainty, and climate risks on Energy-Stock market volatility spillover across economic cycles," The North American Journal of Economics and Finance, Elsevier, vol. 71(C).
    20. Degiannakis, Stavros & Filis, George & Panagiotakopoulou, Sofia, 2018. "Oil price shocks and uncertainty: How stable is their relationship over time?," Economic Modelling, Elsevier, vol. 72(C), pages 42-53.

    More about this item

    Keywords

    Corporate financialization; Macroeconomic indicators; TVP-VAR; Dynamic connectedness; Spillover effect;
    All these keywords.

    JEL classification:

    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • E61 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Policy Objectives; Policy Designs and Consistency; Policy Coordination

    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:eee:asieco:v:90:y:2024:i:c:s1049007823000994. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/asieco .

    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.