| 研究生: |
林暐崝 Lin, Wei-Cheng |
|---|---|
| 論文名稱: |
經濟政策不確定性對企業信用風險的關聯性與影響:以中國為例 The Relationship and Impact of Economic Policy Uncertainty (EPU) on Corporate Default Risk: Evidence From China |
| 指導教授: |
蕭惠鈺
Hsiao, Hui-Yu |
| 學位類別: |
碩士 Master |
| 系所名稱: |
管理學院 - 企業管理學系 Department of Business Administration |
| 論文出版年: | 2026 |
| 畢業學年度: | 114 |
| 語文別: | 中文 |
| 論文頁數: | 62 |
| 中文關鍵詞: | 經濟政策不確定性 、信用風險 、獲利能力 |
| 外文關鍵詞: | Economic policy uncertainty, Profitability, Credit risk |
| 相關次數: | 點閱:7 下載:0 |
| 分享至: |
| 查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
根據過往文獻研究,經濟政策不確定性(EPU)對企業績效有負面影響,間接影響了企業的財務風險,原因包含了企業獲利減少、降低企業外部融資機會、管理層對現金管理的把控壓力以及企業對外做出投資策略的變化,內外資訊不對稱性的加劇,而中國的市場環境則更有國家政體與政策體制的複雜性。
本研究以2007到2023年中國深滬A股上市企業為研究樣本,並以預期違約替代模型(EDF)作為衡量信用風險的工具,使用Davis et al. (2019)所制定的經濟政策不確定性指數作為經濟政策不確定性之衡量變數。研究結果顯示:經濟政策不確定性對企業信用風險有顯著正面影響。穩健性測試也獲取的一樣的結果;在額外測試中,以企業的獲利能力(ROA)作為中介變數,發現其有助於緩衝經濟政策不確定性對企業信用風險的負面衝擊,增添企業因應經濟變動的管道與可能性。
Following the CSRC’s regulatory reforms in China’s capital and bond markets, the expansion of corporate bond issuance and financing channels has provided firms with more diversified financing options. However, easier access to external funding may also increase firms’ reliance on debt financing and refinancing activities. However, when economic and policy conditions become more uncertain, financial institutions and investors tend to adopt a lower risk appetite, which may increase financing costs, tighten refinancing conditions, and further exacerbate firms’ default risk when liquidity conditions deteriorate.
Building on prior research, this study links economic policy uncertainty (EPU) to firms’ external financing conditions, business operations, and corporate governance, and examines how China’s institutional and macroeconomic environment shapes this relationship. Using a sample of Chinese A-share listed firms on the Shanghai and Shenzhen stock exchanges from 2007 to 2023, this study employs expected default frequency (EDF) as the proxy for corporate default risk. The sample period captures several critical economic and financial events, including the aftermath of the 2008 global financial crisis, the 2015 Chinese stock market turbulence, the comprehensive implementation of the CSRC bond reforms, and the macroeconomic shifts of the early 2020s. The empirical results show that higher EPU significantly elevates the probability of corporate default, revealing the financial vulnerability of Chinese enterprises under heightened macroeconomic uncertainty. These findings highlight the importance of macro-level economic uncertainty in shaping firms’ financing conditions and credit risk.
中國證監會2015年報https://www.csrc.gov.cn/csrc/c100024/c1492184/1492184/files/3b2aa69c8fcb463395fc6c34e7f9280c.pdf?utm_source=chatgpt.com
中國證監會規章https://www.csrc.gov.cn/csrc/c106256/c1653917/content.shtml
余惠芳(Hui-Fun Yu), 吳松翰(Song-Han Wu), 陳博榆(Bor-Yu Chen), 盧美憲(Mei-Hsien Lu), & 翁嘉謙(Chia-Chien Weng). (2012). 自有資本與信用風險-台灣上市股之實證研究. 永續發展與管理策略, 4(2), 1–24. https://doi.org/10.6734/JSDMS.201210_4(2).0001
李彥錚. (2024, 十二月). 上市、櫃企業—Merton 模式驗證測試結果.
林俊傑(Chun-Chieh Lin), 劉梧柏(Wu-Po Liu), & 黃華瑋(Hua-Wei Huang). (2018). 公司治理評鑑與財務績效及公司價值之關聯性探討:以台灣上市櫃企業公司治理評鑑為例. 商略學報, 10(1), 23–46. https://doi.org/10.3966/207321472018031001002
許易民 (2013)。中國大陸未來五年銀行業發展機會與風險。經濟研究. 國家發展委員會經濟發展處,579-602。
經濟政策不確定性官網https://www.policyuncertainty.com/index.html
Abor, J. (2007). Corporate governance and financing decisions of Ghanaian listed firms. Corporate Governance: The International Journal of Business in Society, 7(1), 83–92. https://doi.org/10.1108/14720700710727131
Acharya, V., Davydenko, S. A., & Strebulaev, I. A. (2012). Cash Holdings and Credit Risk. Review of Financial Studies, 25(12), 3572–3609. https://doi.org/10.1093/rfs/hhs106
Amemiya, T. (1984). Tobit models: A survey. Journal of Econometrics, 24(1–2), 3–61. https://doi.org/10.1016/0304-4076(84)90074-5
Amstad, M., & He, Z. (2019). Chinese Bond Market and Interbank Market (No. w25549; p. w25549). National Bureau of Economic Research.https://doi.org/10.3386/w25549
Anderson, R. C., & Reeb, D. M. (2003). Founding‐Family Ownership, Corporate Diversification, and Firm Leverage. The Journal of Law and Economics, 46(2), 653–684. https://doi.org/10.1086/377115
Arif Khan, M., Qin, X., Jebran, K., & Ullah, I. (2020). Uncertainty and R&D investment: Does product market competition matter? Research in International Business and Finance, 52, 101167. https://doi.org/10.1016/j.ribaf.2019.101167
Arouri, M., Estay, C., Rault, C., & Roubaud, D. (2016). Economic policy uncertainty and stock markets: Long-run evidence from the US. Finance Research Letters, 18, 136–141. https://doi.org/10.1016/j.frl.2016.04.011
Attig, N., El Ghoul, S., Guedhami, O., & Suh, J. (2013). Corporate social responsibility and credit ratings. Journal of business ethics, 117(4), 679–694. https://www.jstor.org/stable/42001880
Bai, C.-E., Hsieh, C.-T., & Qian, Y. (2006). The Return to Capital in China. Brookings Papers on Economic Activity, 2006(2), 61–88.https://dx.doi.org/10.1353/eca.2007.0000.
Bai, J. (2009). Panel Data Models With Interactive Fixed Effects. Econometrica, 77(4), 1229–1279. https://doi.org/10.3982/ECTA6135
Baker, S. R., Bloom, N., & Davis, S. J. (2016). Measuring Economic Policy Uncertainty*. The Quarterly Journal of Economics, 131(4), 1593–1636. https://doi.org/10.1093/qje/qjw024
Baker, S., & Bloom, N. (2013). Does Uncertainty Reduce Growth? Using Disasters as Natural Experiments (No. w19475; p. w19475). National Bureau of Economic Research. https://doi.org/10.3386/w19475
Ballester, L., González-Urteaga, A., & Martínez, B. (2020). The role of internal corporate governance mechanisms on default risk: A systematic review for different institutional settings. Research in International Business and Finance, 54, 101293. https://doi.org/10.1016/j.ribaf.2020.101293
Balzan, E. (2020). Corporate failure prediction: Assessing the accuracy of different bankruptcy prediction models on Maltese SMEs. https://doi.org/10.3390/books978-3-03928-912-7
Bargeron, L. L., Lehn, K. M., & Zutter, C. J. (2010). Sarbanes-Oxley and corporate risk-taking. Journal of Accounting and Economics, 49(1–2), 34–52. https://doi.org/10.1016/j.jacceco.2009.05.001
Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173. https://doi.org/10.1037/0022-3514.51.6.1173
Becht, M., Bolton, P., & Röell, A. (2003). Corporate governance and control. In Handbook of the Economics of Finance (Vol. 1, pp. 1–109). Elsevier. https://doi.org/10.1016/S1574-0102(03)01005-7
Bermpei, T., Kalyvas, A. N., Neri, L., & Russo, A. (2022). Does economic policy uncertainty matter for financial reporting quality? Evidence from the United States. Review of Quantitative Finance & Accounting, 58(2), 795–845. https://doi.org/10.1007/s11156-021-01010-2
Bhandari, A., & Golden, J. (2021). CEO political preference and credit ratings. Journal of Corporate Finance, 68, 101909.https://doi.org/10.1016/j.jcorpfin.2021.101909
Bharath, S. T., & Shumway, T. (2008). Forecasting Default with the Merton Distance to Default Model. Review of Financial Studies, 21(3), 1339–1369. https://doi.org/10.1093/rfs/hhn044
Bloom, N. (2009). The Impact of Uncertainty Shocks. Econometrica, 77(3), 623–685. https://doi.org/10.3982/ECTA6248
Bo, S., John H. Rogers, & Tony, S. (2024). U.S.-China Tension. 78. http://dx.doi.org/10.2139/ssrn.4815838
Brandt, L., & Rawski, T. G. (2008). China’s Great Economic Transformation (pp. 1–26). chapter, Cambridge: Cambridge University Press. https://doi.org/10.1017/CBO9780511754234.002
Brogaard, J., Li, D., & Xia, Y. (2017). Stock liquidity and default risk. Journal of Financial Economics, 124(3), 486–502. https://doi.org/10.1016/j.jfineco.2017.03.003
Brown, K., & Moles, P. (2014). Credit risk management. K. Brown & P. Moles, Credit Risk Management, 16.
Caixe, D. F. (2025). Policy uncertainty and cash holdings: The role of corporate governance in Brazil. Research in International Business and Finance, 80, 103102. https://doi.org/10.1016/j.ribaf.2025.103102
Caldara, D., & Iacoviello, M. (2022). Measuring Geopolitical Risk. American Economic Review, 112(4), 1194–1225. https://doi.org/10.1257/aer.20191823
Caldara, D., Fuentes-Albero, C., Gilchrist, S., & Zakrajšek, E. (2016). The macroeconomic impact of financial and uncertainty shocks. European Economic Review, 88, 185–207. https://doi.org/10.1016/j.euroecorev.2016.02.020
Cathcart, L., Dufour, A., Rossi, L., & Varotto, S. (2020). The differential impact of leverage on the default risk of small and large firms. Journal of Corporate Finance, 60, 101541. https://doi.org/10.1016/j.jcorpfin.2019.101541
Chen, J. Z., Lobo, G. J., Wang, Y., & Yu, L. (2013). Loan collateral and financial reporting conservatism: Chinese evidence. Journal of Banking & Finance, 37(12), 4989–5006. https://doi.org/10.1016/j.jbankfin.2013.09.003
Chen, X., Wang, X., & Wu, D. D. (2010). Credit risk measurement and early warning of SMEs: An empirical study of listed SMEs in China. Decision Support Systems, 49(3), 301–310. https://doi.org/10.1016/j.dss.2010.03.005
Cheng, F., & Ji, S. (2021). The Impact of Employee Stock Ownership Plan on the Cost of Equity Capital: Evidence from China. Discrete Dynamics in Nature and Society, 2021(1), 4440406. https://doi.org/10.1155/2021/4440406
Cheng, J.-C., Lu, C.-C., & Kuo, N.-T. (2016). R&D capitalization and audit fees: Evidence from China. Advances in Accounting, 35, 39–48. https://doi.org/10.1016/j.adiac.2016.05.003
Cui, G., & Liu, Q. (2000). Regional market segments of China: Opportunities and barriers in a big emerging market. Journal of Consumer Marketing, 17(1), 55–72. https://doi.org/10.1108/07363760010309546
Davis, S. J. (2019). Rising policy uncertainty. National Bureau of Economic Research. https://doi.org/10.3386/w26243
Davis, S. J., Liu, D., & Sheng, X. S. (2019). Economic policy uncertainty in China since 1949: The view from mainland newspapers. 19, 1–37.
Demir, E., & Ersan, O. (2017). Economic policy uncertainty and cash holdings: Evidence from BRIC countries. Emerging Markets Review, 33, 189–200. https://doi.org/10.1016/j.ememar.2017.08.001
Douglas, A. V. S., Huang, A. G., & Vetzal, K. R. (2016). Cash flow volatility and corporate bond yield spreads. Review of Quantitative Finance and Accounting, 46(2), 417–458. https://doi.org/10.1007/s11156-014-0474-0
Eberhart, A., Maxwell, W., & Siddique, A. (2008). A reexamination of the tradeoff between the future benefit and riskiness of R&D increases. Journal of Accounting Research, 46(1), 27–52. Scopus. https://doi.org/10.1111/j.1475-679X.2007.00264.x
El Ghoul, S., Guedhami, O., Mansi, S., & Wang, H. (Helen). (2023). Economic policy uncertainty, institutional environments, and corporate cash holdings. Research in International Business and Finance, 65, 101887. https://doi.org/10.1016/j.ribaf.2023.101887
Ericsson, J., & Renault, O. (2006). Liquidity and Credit Risk. The Journal of Finance, 61(5), 2219–2250. https://doi.org/10.1111/j.1540-6261.2006.01056.x
Ewing, B. T. (2003). The response of the default risk premium to macroeconomic shocks. The Quarterly Review of Economics and Finance, 43(2), 261–272.
Fama, E. F., & Jensen, M. C. (1983). Separation of Ownership and Control. Journal of Law and Economics, 26(2,), 301–325. https://www.journals.uchicago.edu/doi/epdf/10.1086/467037
Fang, L., Yu, H., & Li, L. (2017). The effect of economic policy uncertainty on the long-term correlation between U.S. stock and bond markets. Economic Modelling, 66, 139–145. https://doi.org/10.1016/j.econmod.2017.06.007
Fang, V. W., Tian, X., & Tice, S. (2014). Does Stock Liquidity Enhance or Impede Firm Innovation? The Journal of Finance, 69(5), 2085–2125. https://doi.org/10.1111/jofi.12187
Farsad Amanollahi, G. (2016). The influence of external factors on the credit risk in leasing industry. Management Science Letters, 251–258. https://doi.org/10.5267/j.msl.2016.1.003
Feng, X., Luo, W., & Wang, Y. (2023). Economic policy uncertainty and firm performance: Evidence from China. Journal of the Asia Pacific Economy, 28(4), 1476–1493. https://doi.org/10.1080/13547860.2021.1962643
Frye, M. B., & Pham, D. T. (2020). Economic Policy Uncertainty and Board Monitoring: Evidence from Ceo Turnovers. Journal of Financial Research, 43(3), 675–703. https://doi.org/10.1111/jfir.12222
Fu, Y., He, F., Li, J., & Zan, B. (2024). Commonality in liquidity and corporate default risk—Evidence from China. Research in International Business and Finance, 69, 102280. https://doi.org/10.1016/j.ribaf.2024.102280
Gilchrist, S., & Zakrajšek, E. (2012). Credit Spreads and Business Cycle Fluctuations. American Economic Review, 102(4), 1692–1720. https://doi.org/10.1257/aer.102.4.1692
Gulen, H., & Ion, M. (2015). Policy Uncertainty and Corporate Investment. Review of Financial Studies, hhv050. https://doi.org/10.1093/rfs/hhv050
Hasan, I., Wachtel, P., & Zhou, M. (2009). Institutional development, financial deepening and economic growth: Evidence from China. Journal of Banking & Finance, 33(1), 157–170. https://doi.org/10.1016/j.jbankfin.2007.11.016
He, F., Ma, Y., & Zhang, X. (2020). How does economic policy uncertainty affect corporate Innovation?–Evidence from China listed companies. International Review of Economics & Finance, 67, 225–239. https://doi.org/10.1016/j.iref.2020.01.006
Heston, A., & Sicular, T. (2008). China and Development Economics. https://doi.org/10.1017/CBO9780511754234.003
Hsiao, C. (2006). Panel Data Analysis—Advantages and Challenges. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.902657
Huang, H., Liu, H., & Yang, B. (2021). Economic policy uncertainty and executive turnover. China Journal of Accounting Research, 14(1), 83–100. https://doi.org/10.1016/j.cjar.2020.11.003
Huang, W., Jiang, F., Liu, Z., & Zhang, M. (2011). Agency cost, top executives’ overconfidence, and investment-cash flow sensitivity—Evidence from listed companies in China. Pacific-Basin Finance Journal, 19(3), 261–277. https://doi.org/10.1016/j.pacfin.2010.12.001
Huang, Y. (2025). The framework of macroeconomic policy in China. China Economic Journal, 18(1), 21–36. https://doi.org/10.1080/17538963.2024.2445445
Huang, Y., & Luk, P. (2020). Measuring economic policy uncertainty in China. China Economic Review, 59, 101367. https://doi.org/10.1016/j.chieco.2019.101367
Iqbal, U., Gan, C., & Nadeem, M. (2020). Economic policy uncertainty and firm performance. Applied Economics Letters, 27(10), 765–770. https://doi.org/10.1080/13504851.2019.1645272
Jarrow, R. A., & Turnbull, S. M. (2000). The intersection of market and credit risk. Journal of Banking & Finance, 24(1-2), 271-299. https://doi.org/10.1016/S0378-4266(99)00060-6
Javadi, S., Mollagholamali, M., Nejadmalayeri, A., & Al-Thaqeb, S. (2021). Corporate cash holdings, agency problems, and economic policy uncertainty. International Review of Financial Analysis, 77, 101859. https://doi.org/10.1016/j.irfa.2021.101859
Jeong, B. (2002). Policy Uncertainty and Long-Run Investment and Output across Countries. International Economic Review, 43(2), 363–392. JSTOR. https://doi.org/10.1111/1468-2354.t01-1-00019
Jiang, F., & Kim, K. A. (2020). Corporate Governance in China: A Survey. Review of Finance, 24(4), 733–772. https://doi.org/10.1093/rof/rfaa012
Jo, E. H., & Lee, J. W. (2024). Economic policy uncertainty and managerial short-termism. International Review of Financial Analysis, 93, 103216. https://doi.org/10.1016/j.irfa.2024.103216
Jumah, Z., Irshad Younas, Z., Safdar, N., & Al-Faryan, M. A. S. (2023). Economic policy uncertainty and corporate leverage - does cash holdings matter? Evidence from the U.S. Cogent Economics & Finance, 11(1), 2223809. https://doi.org/10.1080/23322039.2023.2223809
Koroma, S., & Bein, M. (2024). The Moderating Effect of Economic Policy Uncertainty on the Relationship Between Working Capital Management and Profitability: Evidence from UK Non-Financial Firms. Sage Open, 14(2), 21582440241242552. https://doi.org/10.1177/21582440241242552
Kulatilaka, N., & Perotti, E. C. (1998). Strategic growth options. Management Science, 44(8), 1021–1031. DOI: 10.1287/mnsc.44.8.1021
Kusnadi, Y., Yang, Z., & Zhou, Y. (2015). Institutional development, state ownership, and corporate cash holdings: Evidence from China. Journal of Business Research, 68(2), 351–359. https://doi.org/10.1016/j.jbusres.2014.06.023
Leippold, M., & Matthys, F. (2022). Economic Policy Uncertainty and the Yield Curve. Review of Finance, 26(4), 751–797. https://doi.org/10.1093/rof/rfac031
Li, Y., Xu, X., & Gan, W. (2018). Political extraction and corporate cash holdings in China. Asian-Pacific Economic Literature, 32(2), 76–94. https://doi.org/10.1111/apel.12237
Liao, J., Zhan, Y., & Yuan, Y. (2024). Top management team stability and corporate default risk: The moderating effects of industry competition and strategic deviance. Managerial and Decision Economics, 45(2), 809–827. https://doi.org/10.1002/mde.4038
Lim, H.-J., & Mali, D. (2024). Does market performance (Tobin’s Q) have a negative effect on credit ratings? Evidence from South Korea. Asia-Pacific Financial Markets, 31(1), 53–80. DOI: 10.1007/s10690-023-09406-x
Lingwen, K., Hanye, G., Runxiang, X., & Yang, Z. (2025). Firm-level perception of uncertainty and corporate default risk: Evidence from China’s listed firms. Economic Analysis and Policy, 88, 1082–1096. https://doi.org/10.1016/j.eap.2025.10.018
Liu, J., Deng, G., Yan, J., & Ma, S. (2025). Does economic policy uncertainty matter to corporate default probability? Findings from theoretic analyses and China’s listed firms. The North American Journal of Economics and Finance, 75, 102313. https://doi.org/10.1016/j.najef.2024.102313
Liu, T., Chen, X., & Yang, S. (2022). Economic policy uncertainty and enterprise investment decision: Evidence from China. Pacific-Basin Finance Journal, 75, 101859. https://doi.org/10.1016/j.pacfin.2022.101859
Lu, C., Yang, M., & Xia, X. (2023). Economic policy uncertainty and default risk: Evidence from China. Economic Analysis and Policy, 79, 821–836. https://doi.org/10.1016/j.eap.2023.06.028
Ma, H., & Hao, D. (2022). Economic policy uncertainty, financial development, and financial constraints: Evidence from China. International Review of Economics & Finance, 79, 368–386. https://doi.org/10.1016/j.iref.2022.02.027
MacFarquhar, R., Fairbank, J. K., & Twitchett, D. C. (1987). The Cambridge History of China: Volume 14, The People’s Republic, Part 1, The Emergence of Revolutionary China, 1949-1965 (Vol. 14). Cambridge University Press. https://doi.org/10.1017/S0395264900073364
MacFarquhar, R., Fairbank, J. K., & Twitchett, D. C. (1991). The Cambridge History of China: Volume 15, The People’s Republic, Part 2, Revolutions Within the Chinese Revolution, 1966-1982. Cambridge University Press. https://doi.org/ 10.1086/ahr/98.3.926
McMahon, D., & Polk, A. (2025). China’s economic transition: Debt, demography, deglobalization, and scenarios for 2035. Center for Strategic and International Studies. https://www.csis.org
Meng, X., Guo, H., & Li, J. (2023). Economic policy uncertainty and corporate investment: Evidence from China. Economic Change & Restructuring, 56(6), 4491–4529. https://doi.org/10.1007/s10644-023-09564-y
Merton, R. C. (1974). On the Pricing of Corporate Debt: The Risk Structure of Interest Rates. The Journal of Finance, 29(2), 449–470. https://doi.org/10.2307/2978814
Mirza, S. S., & Ahsan, T. (2020). Corporates’ strategic responses to economic policy uncertainty in China. Business Strategy and the Environment, 29(2), 375–389. https://doi.org/10.1002/bse.2370
Nguyen, D. N., Nguyen, C. P., & Dang, L. P. X. (2022). Uncertainty and corporate default risk: Novel evidence from emerging markets. Journal of International Financial Markets, Institutions and Money, 78, 101571. https://doi.org/10.1016/j.intfin.2022.101571
Park, A., & Shen, M. (2008). Refinancing and decentralization: Evidence from China. Journal of Economic Behavior & Organization, 66(3–4), 703–730. https://doi.org/10.1016/j.jebo.2006.06.013
Pástor, L., & Veronesi, P. (2012). Uncertainty about Government Policy and Stock Prices. The Journal of Finance, 67(4), 1219–1264. https://doi.org/10.1111/j.1540-6261.2012.01746.x
Pástor, Ľ., & Veronesi, P. (2013). Political uncertainty and risk premia. Journal of Financial Economics, 110(3), 520–545. https://doi.org/10.1016/j.jfineco.2013.08.007
Petry, J. (2021). Same same, but different: Varieties of capital markets, Chinese state capitalism and the global financial order. Competition & Change, 25(5), 605–630. https://doi.org/10.1177/1024529420964723
Phan, H. V., Nguyen, N. H., Nguyen, H. T., & Hegde, S. (2019). Policy uncertainty and firm cash holdings. Journal of Business Research, 95, 71–82. https://doi.org/10.1016/j.jbusres.2018.10.001
Richardson, L. K. (1970). Do High Risks Lead to High Returns? Financial Analysts Journal, 26(2), 88–99. https://doi.org/10.2469/faj.v26.n2.88
Shaikh, I. (2019). On the Relationship between Economic Policy Uncertainty and the Implied Volatility Index. Sustainability, 11(6), 1628. https://doi.org/10.3390/su11061628
So, A. Y., & Chu, Y.-W. (2015). The global rise of China. John Wiley & Sons.
Stiglitz, J. E., & Weiss, A. (1981). Credit Rationing in Markets with Imperfect Information. The American Economic Review, 71(3), 393–410. http://www.jstor.org/stable/1802787.
Subrahmanyam, M. G., Tang, D. Y., & Wang, S. Q. (2014). Credit default swaps and corporate cash holdings (No. 462). CFS Working Paper.
Tajaddini, R., & Gholipour, H. F. (2020). Economic policy uncertainty, R&D expenditures and innovation outputs. Journal of Economic Studies, 48(2), 413–427. https://doi.org/10.1108/JES-12-2019-0573
Tang, D. Y., & Yan, H. (2010). Market conditions, default risk and credit spreads. Journal of Banking & Finance, 34(4), 743–753. https://doi.org/10.1016/j.jbankfin.2009.05.018
Tang, Y., Xu, J., & Zhang, X. (2017). China’s investment and rate of return on capital revisited. Journal of Asian Economics, 49, 12–25. https://doi.org/10.1016/j.asieco.2017.02.003
Tao, X., Wang, B., Wang, J., & Wu, C. (2022). Economic Policy Uncertainty and the Cross-Section of Corporate Bond Returns. Journal of Fixed Income, 32(1), 6–44. https://doi.org/10.3905/jfi.2022.1.134
Thakerngkiat, N., Nguyen, H. T., Nguyen, N. H., & Visaltanachoti, N. (2023). Does fear spur default risk? International Review of Economics & Finance, 83, 879–899. https://doi.org/10.1016/j.iref.2022.10.027
Tran, Q. T. (2021). Economic policy uncertainty and cost of debt financing: International evidence. The North American Journal of Economics and Finance, 57, 101419. https://doi.org/10.1016/j.najef.2021.101419
Trigeorgis, L., & Reuer, J. J. (2017). Real options theory in strategic management. Strategic Management Journal, 38(1), 42–63. https://doi.org/10.1002/smj.2593
Twitchett, D. C., Fairbank, J. K., & Feuerwerker, A. (1978). The Cambridge History of China (Vol.1991). Cambridge University Press Cambridge. https://doi.org/10.1017/CHOL9780521214476.013
Valta, P. (2012). Competition and the cost of debt. Journal of Financial Economics, 105(3), 661–682. https://doi.org/10.1016/j.jfineco.2012.04.004
Vu, V. T. T., Do, N. H., Dang, H. N., & Nguyen, T. N. (2019). Profitability and the Distance to Default: Evidence from Vietnam Securities Market. The Journal of Asian Finance, Economics and Business, 6(4), 53–63. https://doi.org/10.13106/jafeb.2019.vol6.no4.53
Wang, J., Lu, X., He, F., & Ma, F. (2020). Which popular predictor is more useful to forecast international stock markets during the coronavirus pandemic: VIX vs EPU? International Review of Financial Analysis, 72, 101596. https://doi.org/10.1016/j.irfa.2020.101596
Wang, M., Mohd Nor, N., Abdul Rahim, N., Khan, F., & Zhou, Z. (2025). Trade policy uncertainty and corporate financialization: Strategic implications for non-financial firms in China. Cogent Economics & Finance, 13(1), 2460078. https://doi.org/10.1080/23322039.2025.2460078
Wang, Y., Chen, C. R., & Huang, Y. S. (2014). Economic policy uncertainty and corporate investment: Evidence from China. Pacific-Basin Finance Journal, 26, 227–243. https://doi.org/10.1016/j.pacfin.2013.12.008
Wen, F., Li, C., Sha, H., & Shao, L. (2021). How does economic policy uncertainty affect corporate risk-taking? Evidence from China. Finance Research Letters, 41, 101840. https://doi.org/10.1016/j.frl.2020.101840
Whaley, R. (2009). Understanding the VIX. The Journal of Portfolio Management, 35, 98–105. https://doi.org/10.3905/JPM.2009.35.3.098
Wooldridge, J. M. (2010). Econometric Analysis of Cross Section and Panel Data, second edition. MIT Press.
Xu, N., Chen, Q., Xu, Y., & Chan, K. C. (2016). Political uncertainty and cash holdings: Evidence from China. Journal of Corporate Finance, 40, 276–295. https://doi.org/10.1016/j.jcorpfin.2016.08.007
Xu, Z. (2020). Economic policy uncertainty, cost of capital, and corporate innovation. Journal of Banking & Finance, 111, 105698. https://doi.org/10.1016/j.jbankfin.2019.105698
Yang, L., Tan, X., & Tan, G. (2024). Economic policy uncertainty and common prosperity within the enterprise: Evidence from the Chinese market. PLoS ONE, 19(10), 1–23. https://doi.org/10.1371/journal.pone.0309370
Yang, X., Zhang, Q., Liu, H., Liu, Z., Tao, Q., Lai, Y., & Huang, L. (2024). Economic policy uncertainty, macroeconomic shocks, and systemic risk: Evidence from China. The North American Journal of Economics and Finance, 69, 102032. https://doi.org/10.1016/j.najef.2023.102032
Ye, J., Wan, Q., Li, R., Yao, Z., & Huang, D. (2022). How do R&D agglomeration and economic policy uncertainty affect the innovative performance of Chinese high-tech industry? Technology in Society, 69, 101957. https://doi.org/10.1016/j.techsoc.2022.101957
Yueh, L. Y.-C. (2013). China’s growth: The making of an economic superpower. Oxford University Press. https://doi.org/10.1093/acprof:oso/9780199205783.001.0001
Zhang, C., Yang, C., & Liu, C. (2021). Economic policy uncertainty and corporate risk-taking: Loss aversion or opportunity expectations. Pacific-Basin Finance Journal, 69, 101640. https://doi.org/10.1016/j.pacfin.2021.101640
Zhang, G., Han, J., Pan, Z., & Huang, H. (2015). Economic policy uncertainty and capital structure choice: Evidence from China. Economic Systems, 39(3), 439–457. https://doi.org/10.1016/j.ecosys.2015.06.003
Zhang, X., Zhao, Y., & Yao, X. (2022). Forecasting corporate default risk in China. International Journal of Forecasting, 38(3), 1054–1070. https://doi.org/10.1016/j.ijforecast.2021.04.009
Zhang, Y. S. (2011). Credit market imperfection and sectoral asymmetry of Chinese business cycle (No. 2011/118). International Monetary Fund. https://doi.org/10.5089/9781455262410.001
Zhitao, W., & Xiang, M. (2023). Financial mismatch on corporate debt default risk: Evidence from China. Pacific-Basin Finance Journal, 80, 102077. https://doi.org/10.1016/j.pacfin.2023.102077
Zhou, H., Zhang, X., & Ruan, R. (2023). Firm’s perception of economic policy uncertainty and corporate innovation efficiency. Journal of Innovation & Knowledge, 8(3), 100371. https://doi.org/10.1016/j.jik.2023.100371
Zmijewski, M. E. (1984). Methodological Issues Related to the Estimation of Financial Distress Prediction Models. Journal of Accounting Research, 22, 59–82. https://doi.org/10.2307/2490859