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General & Applied Economics

Loan guarantee, management earnings forecasts and cost of debt: evidence from Chinese manufacturing firms

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Article: 2314887 | Received 22 Jun 2023, Accepted 02 Feb 2024, Published online: 01 Mar 2024

References

  • Abou Saleh, N., & Al Tuwaijri, N. (2022). Overseas risks leading to business failure in foreign markets: Study case of HSBC in France. Open Journal of Business and Management, 10(05), 2209–2241. https://doi.org/10.4236/ojbm.2022.105112
  • Ai, C., & Norton, E. C. (2003). Interaction terms in logit and probit models. Economics Letters, 80(1), 123–129. https://doi.org/10.1016/S0165-1765(03)00032-6
  • Allen, F., & Santomero, A. M. (1997). The theory of financial intermediation. Journal of Banking & Finance, 21(11–12), 1461–1485. https://doi.org/10.1016/S0378-4266(97)00032-0
  • Al-Qudah, A. A., Hamdan, A., Al-Okaily, M., & Alhaddad, L. (2022). The impact of green lending on credit risk: Evidence from UAE’s banks. Environmental Science and Pollution Research, 30(22), 61381–61393. https://doi.org/10.1007/s11356-021-18224-5
  • Anderson, J., Bergamini, E., Brekelmans, S., Cameron, A., Darvas, Z., Jíménez, M. D., & Midões, C. (2020). The fiscal response to the economic fallout from the coronavirus. Bruegel Datasets.
  • Arifin, T., Hasan, I., & Kabir, R. (2020). Transactional and relational approaches to political connections and the cost of debt. Journal of Corporate Finance, 65, 101768. https://doi.org/10.1016/j.jcorpfin.2020.101768
  • Armstrong, C., Guay, W. R., Mehran, H., & Weber, J. (2015). The role of information and financial reporting in corporate governance: A review of the evidence and the implications for banking firms and the financial services industry. FRBNY Economic Policy Review, August, 107–128.
  • Ayyagari, M., Demirgüç-Kunt, A., & Maksimovic, V. (2010). Formal versus informal finance: Evidence from China. Review of Financial Studies, 23(8), 3048–3097. https://doi.org/10.1093/rfs/hhq030
  • Aziz, S., & Abbas, U. (2019). Effect of debt financing on firm performance: A study on non-financial sector of Pakistan. Open Journal of Economics and Commerce, 2(1), 8–15. https://doi.org/10.22259/2638-549X.0201003
  • Badertscher, B. A., Givoly, D., Katz, S. P., & Lee, H. (2019). Private ownership and the cost of public debt: Evidence from the bond market. Management Science, 65(1), 301–326. https://doi.org/10.1287/mnsc.2017.2935
  • Balyuk, T., Prabhala, N. R., & Puri, M. (2020). Indirect costs of government aid and intermediary supply effects: Lessons from the paycheck protection program (No. w28114). National Bureau of Economic Research.
  • Bandiyono, A. (2020). The effect of good corporate governance and political connection on value firm. Jurnal Akuntansi, 23(3), 333–348. https://doi.org/10.24912/ja.v23i3.599
  • Bangmek, R., Yodbutr, A., & Thanjunpong, S. (2020). Cost of equity and disclosure of management’s responsibility for financial reports of firms in Thailand. Kasetsart Journal of Social Sciences, 41(2), 415–421.
  • Bartik, A., Cullen, Z., Glaeser, E. L., Luca, M., Stanton, C., & Sunderam, A. (2020The targeting and impact of Paycheck Protection Program loans to small businesses. NBER Working paper (w27623).
  • Beltrame, F., Floreani, J., Grassetti, L., Mason, M. C., & Miani, S. (2018). Collateral, mutual guarantees and the entrepreneurial orientation of SMEs. Management Decision, 57(1), 168–192. https://doi.org/10.1108/MD-11-2017-1077
  • Berger, A. N., & Udell, G. F. (1992). Some evidence on the empirical significance of credit rationing. Journal of Political Economy, 100(5), 1047–1077. https://doi.org/10.1086/261851
  • Berger, A. N., Black, L. K., Bouwman, C. H., & Dlugosz, J. (2017). Bank loan supply responses to Federal Reserve emergency liquidity facilities. Journal of Financial Intermediation, 32, 1–15. https://doi.org/10.1016/j.jfi.2017.02.002
  • Besanko, D., & Thakor, A. V. (1987). Collateral and rationing: Sorting equilibria in monopolistic and competitive credit markets. International Economic Review, 28(3), 671–689. https://doi.org/10.2307/2526573
  • Bester, H. (1985). Screening vs. rationing in credit markets with imperfect information. The American Economic Review, 75(4), 850–855.
  • Beyhaghi, M. (2022). Third-party credit guarantees and the cost of debt: Evidence from corporate loans. Review of Finance, 26(2), 287–317. https://doi.org/10.1093/rof/rfab012
  • Bhattacharya, S., & Thakor, A. V. (1993). Contemporary banking theory. Journal of Financial Intermediation, 3(1), 2–50. https://doi.org/10.1006/jfin.1993.1001
  • Bonnet, J., Cieply, S., & Dejardin, M. (2016). Credit rationing or overlending? An exploration into financing imperfection. Applied Economics, 48(57), 5563–5580. https://doi.org/10.1080/00036846.2016.1181829
  • Borisova, G., Fotak, V., Holland, K., & Megginson, W. L. (2015). Government ownership and the cost of debt: Evidence from government investments in publicly traded firms. Journal of Financial Economics, 118(1), 168–191. https://doi.org/10.1016/j.jfineco.2015.06.011
  • Braun, B. (2022). Exit, control, and politics: Structural power and corporate governance under asset manager capitalism. Politics & Society, 50(4), 630–654. https://doi.org/10.1177/00323292221126262
  • Chan, Y. S., & Thakor, A. V. (1987). Collateral and competitive equilibria with moral hazard and private information. The Journal of Finance, 42(2), 345–363. https://doi.org/10.1111/j.1540-6261.1987.tb02571.x
  • Chen, N., Ribeiro, B., & Chen, A. (2016). Financial credit risk assessment: A recent review. Artificial Intelligence Review, 45(1), 1–23. https://doi.org/10.1007/s10462-015-9434-x
  • Chen, C. C., Chen, C. D., & Lien, D. (2020). Financial distress prediction model: The effects of corporate governance indicators. Journal of Forecasting, 39(8), 1238–1252. https://doi.org/10.1002/for.2684
  • Cheng, C. S., Wang, K., Xu, Y., & Zhang, N. (2020). The impact of revealing auditor partner quality: Evidence from a long panel. Review of Accounting Studies, 25(4), 1475–1506. https://doi.org/10.1007/s11142-020-09537-w
  • Chiou, C. L., & Shu, P. G. (2017). Overvaluation and the cost of bank debt. International Review of Economics & Finance, 48, 235–254. https://doi.org/10.1016/j.iref.2016.12.008
  • Chu, X., & Xu, J. (2022). The impact of climate disasters on the cost of equity capital: Evidence from China. Weather, Climate, and Society, 14(4), 1273–1285. https://doi.org/10.1175/WCAS-D-22-0002.1
  • Cole, A. (2020). The impact of the paycheck protection program on small businesses: Evidence from Administrative payroll data. SSRN.
  • Cohen, S., Bisogno, M., & Malkogianni, I. (2019). Earnings management in local governments: The role of political factors. Journal of Applied Accounting Research, 20(3), 331–348. https://doi.org/10.1108/JAAR-10-2018-0162
  • Coluccia, D., Dabić, M., Del Giudice, M., Fontana, S., & Solimene, S. (2020). R&D innovation indicator and its effects on the market. An empirical assessment from a financial perspective. Journal of Business Research, 119, 259–271. https://doi.org/10.1016/j.jbusres.2019.04.015
  • Core, F., & De Marco, F. (2021). Public guarantees for small businesses in Italy during COVID-19. https://www.aeaweb.org/conference/2021/preliminary/paper/5t8RHFYs
  • Cowling, M. (2010). The role of loan guarantee schemes in alleviating credit rationing in the UK. Journal of Financial Stability, 6(1), 36–44. https://doi.org/10.1016/j.jfs.2009.05.007
  • Cowling, M., Nightingale, P., & Wilson, N. (2023). COVID-19 lending support and regional levelling up: Evidence from UK loan guarantee schemes. Regional Studies, 57(11), 2323–2338. https://doi.org/10.1080/00343404.2022.2159021
  • Crawford, G. S., Pavanini, N., & Schivardi, F. (2018). Asymmetric information and imperfect competition in lending markets. American Economic Review, 108(7), 1659–1701. https://doi.org/10.1257/aer.20150487
  • D’Hauwers, R., Van Der Bank, J., & Montakhabi, M. (2020). Trust, transparency and security in the sharing economy: What is the government’s role? Technology Innovation Management Review, 10(5), 6–18. https://doi.org/10.22215/timreview/1352
  • Dagdeviren, H., & Karwowski, E. (2022). Impasse or mutation? Austerity and (de) financialisation of local governments in Britain. Journal of Economic Geography, 22(3), 685–707. https://doi.org/10.1093/jeg/lbab028
  • Diamond, D. W. (1991). Monitoring and reputation: The choice between bank loans and directly placed debt. Journal of Political Economy, 99(4), 689–721. https://doi.org/10.1086/261775
  • Diamond, D., & Rajan, R. (2001). Liquidity risk, creation and financial fragility: A theory of banking. Journal of Political Economy, 109(2), 287–327. https://doi.org/10.1086/319552
  • Diaz-Becerra, O. A., Leon-Chavarri, C., & Ampuero-Alfaro, B. (2021). An analysis of the content and quality of corporate sustainability reports according to GRI standards in Peruvian mining companies supervised by the SMV in 2018: Deficiencies and opportunities. Revista Contemporânea de Contabilidade, 18(47), 140–154. https://doi.org/10.5007/2175-8069.2021.e77331
  • Ding, X., Appolloni, A., & Shahzad, M. (2022). Environmental administrative penalty, corporate environmental disclosures and the cost of debt. Journal of Cleaner Production, 332, 129919. https://doi.org/10.1016/j.jclepro.2021.129919
  • Dong, L., Nishihara, M., & Yang, Z. (2023). Two-stage investment, loan guarantees and share buybacks. Journal of Economic Dynamics and Control, 156, 104741. https://doi.org/10.1016/j.jedc.2023.104741
  • Duchin, R., Martin, X., Michaely, R., & Wang, H. (2022). Concierge treatment from banks: Evidence from the paycheck protection program. Journal of Corporate Finance, 72, 102124. https://doi.org/10.1016/j.jcorpfin.2021.102124
  • El-Helaly, M. (2018). Related-party transactions: A review of the regulation, governance and auditing literature. Managerial Auditing Journal, 33(8/9), 779–806. https://doi.org/10.1108/MAJ-07-2017-1602
  • Fan, Y., Fu, J., Ji, Y., & Thomas, W. B. (2021). The ability of employee disclosures to reveal private information withheld by managers. SSRN 3411883.
  • Fang, S., Qian, X., & Zou, W. (2020). The empirical relation between loan risk and collateral in the shadow banking system: Evidence from China’s entrusted loan market. International Review of Economics & Finance, 67, 42–54. https://doi.org/10.1016/j.iref.2019.12.012
  • Fama, E. F. (1985). What’s different about banks? Journal of Monetary Economics, 15(1), 29–39. https://doi.org/10.1016/0304-3932(85)90051-0
  • Fazzari, S., Hubbard, R. G., & Petersen, B. (1988). Investment, financing decisions, and tax policy. The American Economic Review, 78(2), 200–205.
  • Ferri, G., & Murro, P. (2015). Do firm–bank ‘odd couples’ exacerbate credit rationing? Journal of Financial Intermediation, 24(2), 231–251. https://doi.org/10.1016/j.jfi.2014.09.002
  • Freixas, X., & Rochet, J.-C. (1997). Microeconomics of banking. MIT Press.
  • Gambetta, N., Azadian, P., Hourcade, V., & Reyes, M. E. (2019). The financing framework for sustainable development in emerging economies: The case of Uruguay. Sustainability, 11(4), 1059. https://doi.org/10.3390/su11041059
  • Ge, Y., Liu, Y., Qiao, Z., & Shen, Z. (2020). State ownership and the cost of debt: Evidence from corporate bond issuances in China. Research in International Business and Finance, 52, 101164. https://doi.org/10.1016/j.ribaf.2019.101164
  • Goodhart, C. (1989). Central banking. In Money (pp. 88–92). Palgrave Macmillan UK.
  • Gonzalez-Uribe, J., & Wang, S. (2020). The effects of small-firm loan guarantees in the UK: Insights for the COVID-19 pandemic crisis. https://www.fmg.ac.uk/sites/default/files/publications/DP795.pdf
  • Gu, X., Hasan, I., & Lu, H. (2022). Institutions and corporate reputation: Evidence from public debt markets. Journal of Business Ethics, 183(1), 165–189. https://doi.org/10.1007/s10551-021-05020-x
  • Guan, Y., Lobo, G. J., Tsang, A., & Xin, X. (2020). Societal trust and management earnings forecasts. The Accounting Review, 95(5), 149–184. https://doi.org/10.2308/tar-2017-0023
  • Gurmessa, N. E., & Ndinda, C. (2014). The role of loan guarantees in alleviating credit constraints: Lessons for smallholder farmers cooperatives. International Journal of Business and Social Science, 5(5).
  • Hall, B. H. (1992). Investment and research and development at the firm level: Does the source of financing matter? https://www.nber.org/papers/w4096
  • Han, L., Xiao, J. J., & Su, Z. (2019). Financing knowledge, risk attitude and P2P borrowing in China. International Journal of Consumer Studies, 43(2), 166–177. https://doi.org/10.1111/ijcs.12494
  • Heckman, J. J. (1979). Sample selection bias as a specification error. Econometrica, 47(1), 153–161. https://doi.org/10.2307/1912352
  • Henry, E., & Sansing, R. (2018). Corporate tax avoidance: Data truncation and loss firms. Review of Accounting Studies, 23(3), 1042–1070. https://doi.org/10.1007/s11142-018-9448-0
  • Hsieh, C. T., Hurst, E., Jones, C. I., & Klenow, P. J. (2019). The allocation of talent and us economic growth. Econometrica, 87(5), 1439–1474. https://doi.org/10.3982/ECTA11427
  • Huang, L., & Pontell, H. N. (2022). Crime and crisis in China’s P2P online lending market: A comparative analysis of fraud. Crime, Law and Social Change, 79(4), 369–393. https://doi.org/10.1007/s10611-022-10053-y
  • Huang, Q., & Lu, Y. (2017). Generational perspective on consumer behavior: China’s potential outbound tourist market. Tourism Management Perspectives, 24, 7–15. https://doi.org/10.1016/j.tmp.2017.07.008
  • Huang, Y., Zhang, L., Li, Z., Qiu, H., Sun, T., & Wang, X. (2020). Fintech credit risk assessment for SMEs: Evidence from China. IMF.
  • Hubbard, R. G., & Strain, M. R. (2020). Has the paycheck protection program succeeded? (No. w28032). National Bureau of Economic Research.
  • Ibrahim, A. E. A., Ali, H. M. H. O., & Aboelkheir, H. N. E. R. (2021). Cost stickiness: A systematic literature review of 27 years of research and a future research agenda. Journal of International Accounting, Auditing and Taxation, 46, 100439. https://doi.org/10.1016/j.intaccaudtax.2021.100439
  • Jaffee, D. M., & Modigliani, F. (1969). A theory and test of credit rationing. The American Economic Review, 59(5), 850–872.
  • Jame, R., Johnston, R., Markov, S., & Wolfe, M. C. (2016). The value of crowdsourced earnings forecasts. Journal of Accounting Research, 54(4), 1077–1110. https://doi.org/10.1111/1475-679X.12121
  • Jiménez, G., & Saurina, J. (2004). Collateral, type of lender, and relationship banking as determinants of credit risk. Journal of Banking & Finance, 28(9), 2191–2212. https://doi.org/10.1016/j.jbankfin.2003.09.002
  • Jiménez, G., Laeven, L., Martinez-Miera, D., & Peydró, J. L. (2022). Public guarantees, relationship lending and bank credit: Evidence from the covid-19 crisis. Relationship Lending and Bank Credit: Evidence from the COVID-19 Crisis (March 14, 2022).
  • Jian, M., & Xu, M. (2012). Determinants of the guarantee circles: The case of Chinese listed firms. Pacific-Basin Finance Journal, 20(1), 78–100. https://doi.org/10.1016/j.pacfin.2011.07.001
  • Jin, X., Ke, Y., & Chen, X. (2022). Credit pricing for financing of small and micro enterprises under government credit enhancement: Leverage effect or credit constraint effect. Journal of Business Research, 138, 185–192. https://doi.org/10.1016/j.jbusres.2021.09.019
  • Jing, Z., Liu, Z., Qi, L., & Zhang, X. (2022). Spillover effects of banking systemic risk on firms in China: A financial cycle analysis. International Review of Financial Analysis, 82, 102171. https://doi.org/10.1016/j.irfa.2022.102171
  • Johnson, S., La Porta, R., Lopez-de-Silanes, F., & Shleifer, A. (2000). Tunneling. American Economic Review, 90(2), 22–27. https://doi.org/10.1257/aer.90.2.22
  • Kamal, H. Z., & Abu-Hijleh, B. (2022). Feasibility analysis of implementing an On Bill Financing program to promote energy-efficiency in Dubai-UAE. Utilities Policy, 79, 101455. https://doi.org/10.1016/j.jup.2022.101455
  • Kim, J., & Rhee, D. K. (2009). Trends and determinants of Korean outward FDI. The Copenhagen Journal of Asian Studies, 27(1), 126–154. https://doi.org/10.22439/cjas.v27i1.2288
  • Knight, M. D. (2020). Mitigating moral hazard in dealing with problem financial institutions: Too big to fail? Too complex to fail? Too interconnected to fail? In Financial crisis management and bank resolution (pp. 257–267). Informa Law from Routledge.
  • Lang, M., & Lundholm, R. (1993). Cross-sectional determinants of analyst ratings of corporate disclosures. Journal of Accounting Research, 31(2), 246–271. https://doi.org/10.2307/2491273
  • Lechler, S., Canzaniello, A., & Hartmann, E. (2019). Assessment sharing intra-industry strategic alliances: Effects on sustainable supplier management within multi-tier supply chains. International Journal of Production Economics, 217, 64–77. https://doi.org/10.1016/j.ijpe.2019.01.005
  • Lee, P. L., Lye, C. T., & Lee, C. (2022). Is bank risk appetite relevant to bank default in times of Covid-19? Central Bank Review, 22(3), 109–117. https://doi.org/10.1016/j.cbrev.2022.08.003
  • Levitsky, J., & Prasad, R. N. (1987). Credit guarantee schemes for small and medium enterprises. World Bank.
  • Lin, K. J., Lu, X., Zhang, J., & Zheng, Y. (2020). State-owned enterprises in China: A review of 40 years of research and practice. China Journal of Accounting Research, 13(1), 31–55. https://doi.org/10.1016/j.cjar.2019.12.001
  • Liu, B., Cullinan, C., Zhang, J., & Wang, F. (2016). Loan guarantees and the cost of debt: Evidence from China. Applied Economics, 48(38), 3626–3643. https://doi.org/10.1080/00036846.2016.1142658
  • Luo, W., Guo, X., Zhong, S., & Wang, J. (2019). Environmental information disclosure quality, media attention and debt financing costs: Evidence from Chinese heavy polluting listed companies. Journal of Cleaner Production, 231, 268–277. https://doi.org/10.1016/j.jclepro.2019.05.237
  • Manove, M., Padilla, A. J., & Pagano, M. (2001). Collateral versus project screening: A model of lazy banks. The RAND Journal of Economics, 32(4), 726–744. https://doi.org/10.2307/2696390
  • Mueller, S., & Stegmaier, J. (2017). The dynamic effects of works councils on labour productivity: First evidence from panel data. British Journal of Industrial Relations, 55(2), 372–395. https://doi.org/10.1111/bjir.12200
  • Olivares-Caminal, R., & Mustapha, S. (2020). Improving transparency of lending to sovereign governments. ODI.
  • Orgler, Y. E. (1970). A credit scoring model for commercial loans. Journal of Money, Credit and Banking, 2(4), 435–445. https://doi.org/10.2307/1991095
  • Pandey, K. D., & Sahu, T. N. (2019). Debt financing, agency cost and firm performance: Evidence from India. Vision: The Journal of Business Perspective, 23(3), 267–274. https://doi.org/10.1177/0972262919859203
  • Park, Y. J., Matkin, D. S., & Marlowe, J. (2017). Internal control deficiencies and municipal borrowing costs. Public Budgeting & Finance, 37(1), 88–111. https://doi.org/10.1111/pbaf.12120
  • Pittman, J. A., & Fortin, S. (2004). Auditor choice and the cost of debt capital for newly public firms. Journal of Accounting and Economics, 37(1), 113–136. https://doi.org/10.1016/j.jacceco.2003.06.005
  • Putri, I. G. A. P. T., & Rahyuda, H. (2020). Effect of capital structure and sales growth on firm value with profitability as mediation. International Research Journal of Management, IT and Social Sciences, 7(1), 145–155. https://doi.org/10.21744/irjmis.v7n1.833
  • Rahman, A., Belas, J., Kliestik, T., & Tyll, L. (2017). Collateral requirements for SME loans: Empirical evidence from the Visegrad countries. Journal of Business Economics and Management, 18(4), 650–675. https://doi.org/10.3846/16111699.2017.1357050
  • Ramos Meza, C. S., Bashir, S., Jain, V., Aziz, S., Raza Shah, S. A., Shabbir, M. S., & Agustin, D. W. I. (2021). The economic consequences of the loan guarantees and firm’s performance: A moderate role of corporate social responsibility. Global Business Review, 097215092110396. https://doi.org/10.1177/09721509211039674
  • Rizwan, M. (2021). The influence of Stock Price Crash Risk on the cost of capital [Doctoral dissertation]. Department of Management Science, COMSATS University Lahore.
  • Ruhle, I. (1997). Why banks? Microeconomic foundation of financial intermediaries. Development and Finance, 3, 10–99.
  • Rykaczewski, M., Thevenot, M. A., & Vulcheva, M. (2022). International accounting and auditing standards adoption in non-EU Eastern European countries: Review of regulations and literature. Journal of International Accounting Research, 21(1), 77–100. https://doi.org/10.2308/JIAR-2021-104
  • Saito, K., & Tsuruta, D. (2018). Information asymmetry in small and medium enterprise credit guarantee schemes: Evidence from Japan. Applied Economics, 50(22), 2469–2485. https://doi.org/10.1080/00036846.2017.1400651
  • Shi, X., Wu, J., & Hollingsworth, J. (2019). How does P2P lending platform reputation affect lenders’ decision in China? International Journal of Bank Marketing, 37(7), 1566–1589. https://doi.org/10.1108/IJBM-11-2018-0309
  • Stanula, P., Praetzas, C., Kohn, O., Metternich, J., Weigold, M., & Buchwald, A. (2020). Stress-oriented, data-based payment model for machine tools. Procedia CIRP, 93, 1526–1531. https://doi.org/10.1016/j.procir.2020.03.080
  • Stefano, A., & Tatiana, M. (2018). Effect of European audit firms on cost of debt and earnings management in private clients’ audit market segment. African Journal of Business Management, 12(11), 294–315. https://doi.org/10.5897/AJBM2018.8507
  • Stiglitz, J. E., & Weiss, A. (1981). Credit rationing in markets with imperfect information. The American Economic Review, 71(3), 393–410.
  • Storm, S. (2019). Lost in deflation: Why Italy’s woes are a warning to the whole Eurozone. International Journal of Political Economy, 48(3), 195–237. https://doi.org/10.1080/08911916.2019.1655943
  • Subedi, M., & Farazmand, A. (2020). Economic value added (EVA) for performance evaluation of public organizations. Public Organization Review, 20(4), 613–630. https://doi.org/10.1007/s11115-020-00493-2
  • Tian, J., Li, H., & You, P. (2022). Economic policy uncertainty, bank loan, and corporate innovation. Pacific-Basin Finance Journal, 76, 101873. https://doi.org/10.1016/j.pacfin.2022.101873
  • Vagliasindi, M., Cordella, T., & Clifton, J. (2022). Introduction: Revisiting the role of state-owned enterprises in strategic sectors. Journal of Economic Policy Reform, 26(1), 1–23. https://doi.org/10.1080/17487870.2022.2080409
  • Villena, V. H., Choi, T. Y., & Revilla, E. (2021). Mitigating mechanisms for the dark side of collaborative buyer–supplier relationships: A mixed‐method study. Journal of Supply Chain Management, 57(4), 86–116. https://doi.org/10.1111/jscm.12239
  • Wang, B. Y., Lu, C., Zhang, J., & Yu, H. (2022). Majority shareholders’ stock sales, dual agency conflicts, and management earnings forecasts. Emerging Markets Finance and Trade, 58(7), 1883–1897. https://doi.org/10.1080/1540496X.2021.1939670
  • Wang, F., Xu, L., Guo, F., & Zhang, J. (2020). Loan guarantees, corporate social responsibility disclosure and audit fees: Evidence from China. Journal of Business Ethics, 166(2), 293–309. https://doi.org/10.1007/s10551-019-04135-6
  • Wang, H., Zhang, L., Tian, Y., Jia, Y., Bo, G., Luo, L., Liu, L., Shi, G., & Li, F. (2021). Performance of nitrobenzene and its intermediate aniline removal by constructed wetlands coupled with the micro-electric field. Chemosphere, 264(Pt 1), 128456. https://doi.org/10.1016/j.chemosphere.2020.128456
  • White, H. (1980). A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity. Econometrica, 48(4), 817–838. https://doi.org/10.2307/1912934
  • Xiong, M., Whetsell, T. A., Zhao, J., & Cheng, S. (2021). Centrally administered state-owned enterprises’ engagement in China’s public–private partnerships: A social network analysis. Area Development and Policy, 6(3), 296–318. https://doi.org/10.1080/23792949.2020.1851608
  • Xu, P., & Wu, B. (2022). Why over-guarantee crises always cluster? Exploring peer effect in financial distress. Journal of Organizational Change Management, 35(7), 1025–1046. https://doi.org/10.1108/JOCM-01-2022-0017
  • Yan, N., Liu, C., Liu, Y., & Sun, B. (2017). Effects of risk aversion and decision preference on equilibriums in supply chain finance incorporating bank credit with credit guarantee. Applied Stochastic Models in Business and Industry, 33(6), 602–625. https://doi.org/10.1002/asmb.2264
  • Zhang, J., Lee, C. L., & Chan, N. (2019). The asymmetric effect of institutional quality on Chinese outward real estate investment. International Journal of Strategic Property Management, 23(6), 435–449. https://doi.org/10.3846/ijspm.2019.10429