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Firms and Innovation

Ownership structure and corporate cash holdings in Jordan: the role of government ownership

ORCID Icon, , , &
Article: 2279444 | Received 06 Jul 2022, Accepted 01 Nov 2023, Published online: 14 Nov 2023

References

  • Abramov, A., Radygin, A., Entov, R., & Chernova, M. (2017). State ownership and efficiency characteristics. Russian Journal of Economics, 3(2), 129–22. https://doi.org/10.1016/j.ruje.2017.06.002
  • Afifa, M. A., Saleh, I., & Haniah, F. (2021). Direct and mediated associations among ownership structure, cash holdings, and firm value: The case of Jordanian insurance firms. Vision: The Journal of Business Perspective, 5(1), 98–112.
  • Afza, T., & Mirza, H. H. (2010). Ownership structure and cash flows as determinants of corporate dividend policy in Pakistan. International Business Research, 3(3), 210–221. https://doi.org/10.5539/ibr.v3n3p210
  • Agapova, A., & McNulty, J. E. (2016). Interest rate spreads and banking system efficiency: General considerations with an application to the transition economies of central and Eastern Europe. International Review of Financial Analysis, 47, 154–165. https://doi.org/10.1016/j.irfa.2016.07.004
  • Agapova, A., & Vishwasrao, S. (2020). Financial sector foreign aid and financial intermediation, International. International Review of Financial Analysis, 72, 101589. https://doi.org/10.1016/j.irfa.2020.101589
  • Aimeeva, L. A., & Aris, M. A. (2023). Firm size, firm performance, sales growth, and growth opportunity: In cash holding management in real estate and property companies on the Indonesia stock exchange. The International Journal of Business Management and Technology, 7(1), 800–807.
  • Akhtar, T., Tareq, M. A., Sakti, M. R. P., & Khan, A. A. (2018). Corporate governance and cash holdings: The way forward. Qualitative Research in Financial Markets, 10(2), 152–170. https://doi.org/10.1108/QRFM-04-2017-0034
  • Alghadi, M. Y., Ibrahim, A. N. R., & Aizyadat, K. A. (2021). Ownership structure and cash holdings: Empirical evidence from Saudi Arabia. The Journal of Asian Finance, Economics & Business, 8(7), 323–331.
  • Al-Janadi, Y., Rahman, R. A., & Alazzani, A. (2016). Does government ownership affect corporate governance and corporate disclosure? Evidence from Saudi Arabia. Managerial Auditing Journal, 31(8–9), 871–890. https://doi.org/10.1108/MAJ-12-2015-1287
  • Alkhataybeh, A. (2021). Working capital and R&D smoothing: Evidence from the Tel Aviv stock exchange. Journal of Applied Economics, 24(1), 91–102. https://doi.org/10.1080/15140326.2021.1877599
  • Almajali, A. A., & Almubidin, R. F. (2022). Estimating the indirect effects of monetary policy on inflation, the output gap and foreign reserves in Jordan using the new Keynesian model. Jordan Journal of Economic Sciences, 9(2), 172–188. https://doi.org/10.35516/jjes.v9i2.225
  • Al-Najjar, B. (2013). The financial determinants of corporate cash holdings: Evidence from some emerging markets. International Business Review, 22(1), 77–88. https://doi.org/10.1016/j.ibusrev.2012.02.004
  • Al-Najjar, B., & Clark, E. (2017). Corporate governance and cash holdings in MENA: Evidence from internal and external governance practices. Research in International Business and Finance, 39, 1–12. https://doi.org/10.1016/j.ribaf.2016.07.030
  • Al-Saidi, M. (2020). Capital structure and corporate governance mechanisms in Kuwait Stock Exchange (KSE). International Journal of Economics and Finance, 12(6), 38–44. https://doi.org/10.5539/ijef.v12n6p38
  • Alsmadi, S. A. (2017). Corporate governance and Risk disclosures practices in the annual reports of Jordanian banks [ Doctoral dissertation], University of Southampton
  • Alsmadi, S., Alkhataybeh, A., & Shakhatreh, M. Z. (2022). Corporate cash holdings and disclosure violations: An empirical investigation of Jordanian listed companies. Journal of Islamic Accounting and Business Research, 13(3), 568–580. https://doi.org/10.1108/JIABR-07-2021-0199
  • Ammann, M., Oesch, D., & Schmid, M. M. (2010). Corporate governance and firm value: International evidence. Journal of Empirical Finance, 18(1), 36–55. https://doi.org/10.1016/j.jempfin.2010.10.003
  • Anarfo, E. B., Abor, J. Y., & Osei, K. A. (2020). Financial regulation and financial inclusion in sub-Saharan Africa: Does financial stability play a moderating role? Research in International Business and Finance, 51, 101070. https://doi.org/10.1016/j.ribaf.2019.101070
  • Anton, S. G. (2021). The efficiency of financial intermediation and SMEs’ cash holdings: Empirical evidence from emerging Europe. European Journal International Management, 1(1), 1. (Forthcoming). https://doi.org/10.1504/EJIM.2021.10043368
  • Anton, S. G., & Nucu, A. E. (2019). Firm value and corporate cash holdings. Empirical evidence from Polish listed firms. Economics & Management, 22(3), 121–134. https://doi.org/10.15240/tul/001/2019-3-008
  • Arellano, M., & Bond, S. R. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The Review of Economic Studies, 58(2), 277–29. https://doi.org/10.2307/2297968
  • Azinfar, K., & Shiraseb, Z. (2016). An investigation into the impact of ownership structure on the level of cash holdings in the companies accepted in Tehran stock exchange market. Marketing and Branding Research, 3(2), 194–205. https://doi.org/10.33844/mbr.2016.60223
  • Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115–143. https://doi.org/10.1016/S0304-4076(98)00009-8
  • Borisova, G., Brockman, P., Salas, J. M., & Zagorchev, A. (2012). Government ownership and corporate governance: Evidence from the EU. Journal of Banking and Finance, 36(11), 2917–2934. https://doi.org/10.1016/j.jbankfin.2012.01.008
  • 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
  • Boubakri, N., & Cosset, J. C. (1998). The financial and operating performance of newly privatized firms: Evidence from developing countries. The Journal of Finance, 53(3), 1081–1110. https://doi.org/10.1111/0022-1082.00044
  • Boubakri, N., El Ghoul, S., Guedhami, O., & Megginson, W. L. (2018). The market value of government ownership. Journal of Corporate Finance, 50, 44–65. https://doi.org/10.1016/j.jcorpfin.2017.12.026
  • Boycko, M., Shleifer, A., & Vishny, R. W. (1996). A theory of privatisation. The Economic Journal, 106(435), 309–319. https://doi.org/10.2307/2235248
  • Cambrea, D. R., Calabrò, A., La Rocca, M., & Paolone, F. (2021). The impact of boards of directors’ characteristics on cash holdings in uncertain times. Journal of Management & Governance, 26(1), 189–221. https://doi.org/10.1007/s10997-020-09557-3
  • CEIC. (2023). Jordan market capitalization: ASE. Retrieved January 21, 2023, from https://www.ceicdata.com/en/jordan/amman-stock-exchange-market-capitalization/market-capitalization-ase.
  • Chen, R. R., El Ghoul, S., Guedhami, O., & Nash, R. (2018). State ownership and corporate cash holdings. Journal of Financial and Quantitative Analysis, 53(5), 2293–2334. https://doi.org/10.1017/S0022109018000236
  • Chen, R. R., Guedhami, O., Yang, Y., & Zaynutdinova, G. R. (2020). Corporate governance and cash holdings: Evidence from worldwide board reforms. Journal of Corporate Finance, 65, 101771. https://doi.org/10.1016/j.jcorpfin.2020.101771
  • Choi, I. (2001). Unit root tests for panel data. Journal of International Money and Finance, 20(2), 249–272. https://doi.org/10.1016/S0261-5606(00)00048-6
  • Chong-En, B., Liu, Q., Lu, J., Song, F. M., & Zhang, J. (2004). Corporate governance and firm valuations in China. Journal of Comparative Economics, 32(4), 599–616. https://doi.org/10.1016/j.jce.2004.07.002
  • Couzoff, P., Banerjee, S., & Pawlina, G. (2022). Effectiveness of monitoring, managerial entrenchment, and corporate cash holdings. Journal of Corporate Finance, 77, 102258. https://doi.org/10.1016/j.jcorpfin.2022.102258
  • Covrig, V., Lau, S. T., & Ng, L. (2006). Do domestic and foreign fund managers have similar preferences for stock characteristics? A cross-country analysis. Journal of International Business Studies, 37(3), 407–429. https://doi.org/10.1057/palgrave.jibs.8400195
  • Cuervo-Cazurra, A., Inkpen, A., Musacchio, A., & Ramaswamy, K. (2014). Governments as owners: State-owned multinational companies. Journal of International Business Studies, 45(8), 919–942. https://doi.org/10.1057/jibs.2014.43
  • Curtiss, J. (2012). Determinants of financial capital use: Review of theories and implications for rural businesses, factor Markets Working. Paper No. 19, CEPS,
  • Dalloshi, P. (2022). Measurement: Financial development comparison of the high- and low-income countries. Journal of Governance & Regulation, 11(2), 41–49. https://doi.org/10.22495/jgrv11i2art4
  • De Vito, A., & Gómez, J. P. (2020). Estimating the COVID-19 cash crunch: Global evidence and policy. Journal of Accounting and Public Policy, 39(2), 106741. https://doi.org/10.1016/j.jaccpubpol.2020.106741
  • Diaw, A. (2021). Corporate cash holdings in emerging markets. Borsa Istanbul Review, 21(2), 139–148. https://doi.org/10.1016/j.bir.2020.09.005
  • Dittmar, A. K., & Duchin, R. (2010). The dynamics of cash. Michigan Ross School of Business, MI, Working paper No. 1138.
  • Donaldson, G. (1984). Managing corporate wealth. Praeger.
  • Duchin, R. (2010). Cash holdings and corporate diversification. The Journal of Finance, 65(3), 955–992. https://doi.org/10.1111/j.1540-6261.2010.01558.x
  • Easterbrook, F. H. (1984). Two agency cost explanations of dividends. The American Economic Review, 74(4), 650–659.
  • Faccio, M., Masulis, R. W., & McConnell, J. J. (2006). Political connections and corporate bailouts. The Journal of Finance, 61(6), 2597–2635. https://doi.org/10.1111/j.1540-6261.2006.01000.x
  • Fazzari, S. M. R., Glenn, H., Bruce, C. P., Blinder, A. S., & Poterba, J. M. (1988). Financing constraints and corporate investment. From Brookings Papers on Economic Activity, (1), 141–195. https://doi.org/10.2307/2534426
  • Ferreira, M. A., & Matos, P. (2008). The colors of investors’ money: The role of institutional investors around the world. Journal of Financial Economics, 88(3), 499–533. https://doi.org/10.1016/j.jfineco.2007.07.003
  • Feyen, E., & Zuccardi, H. I. (2020). Bank lending rates and spreads in EMDEs: Evolution, drivers, and policies. World Bank, Policy Research Working Paper No. 9392.
  • Flannery, M. J., & Hankins, K. W. (2013). Estimating dynamic panel models in corporate finance. Journal of Corporate Finance, 19, 1–19. https://doi.org/10.1016/j.jcorpfin.2012.09.004
  • Gan, J., Guo, Y., & Xu, C. (2017). Decentralized privatization and change of control rights in China. The Review of Financial Studies, 31(10), 3854–3894. https://doi.org/10.1093/rfs/hhx100
  • Gao, H., Harford, J., & Li, K. (2013). Determinants of corporate cash policy: Insights from private firms. Journal of Financial Economics, 109(3), 623–639. https://doi.org/10.1016/j.jfineco.2013.04.008
  • Grossman, S. J., & Hart, O. D. (1980). Takeover bids, the free-rider problem, and the theory of the corporation. The Bell Journal of Economics, 11(1), 42–64. https://doi.org/10.2307/3003400
  • Gul, R., Ullah, S., Rehman, A. U., Hussain, S., Alam, M., & Ntim, C. G. (2020). Corporate governance and cash holdings: Family versus non-family controlled firms. Cogent Business & Management, 7(1), 1854562. https://doi.org/10.1080/23311975.2020.1854562
  • Gupta, C. P., & Bedi, P. (2020). Corporate cash holdings and promoter ownership. Emerging Markets Review, 44, 100718. https://doi.org/10.1016/j.ememar.2020.100718
  • Harford, J. (1999). Corporate cash reserves and acquisitions. The Journal of Finance, 54(6), 1969–1997. https://doi.org/10.1111/0022-1082.00179
  • Harford, J., Mansi, S. A., & Maxwell, W. F. (2008). Corporate governance and firm cash holdings in the US. Journal of Financial Economics, 87(3), 535–555. https://doi.org/10.1016/j.jfineco.2007.04.002
  • Hingorani, A., Lehn, K., & Makhija, A. K. (1997). Investor behavior in mass privatization: The case of the Czech voucher scheme. Journal of Financial Economics, 44(3), 349–396. https://doi.org/10.1016/S0304-405X(97)00008-1
  • Jebran, K., Iqbal, A., Bhat, K. U., Khan, M. A., & Hayat, M. (2019). Determinants of corporate cash holdings in tranquil and turbulent period: Evidence from an emerging economy. Financial Innovation, 5(1), 1–12. https://doi.org/10.1186/s40854-018-0116-y
  • Jensen, M. C. (1986). Agency costs of free cash flow, corporate finance, and takeovers. American Economic Review, 76(2), 323–329.
  • Jensen, M., & Meckling, W. (1976). Theory of the firm: Managerial behavior, agency costs, and ownership structure. Journal of Financial Economics, 3(4), 305–360. https://doi.org/10.1016/0304-405X(76)90026-X
  • 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
  • Jiang, Y., Mubarik, M. S., Zaman, S. I., Alam, S. H., & Arif, M. (2023). Corporate governance, cash holding, and firm performance in an emerging market. International Journal of Finance & Economics, Forthcoming. https://doi.org/10.1002/ijfe.2804
  • Jinkar, R. T. (2013). Analisa faktor-faktor penentu kebijakan cash holding perusahaan manufaktur di Indonesia [analysis of the determinants of cash holding policy of manufacturing companies in Indonesia]. Mini Economica, 42, 129–146.
  • Keynes, J. M. (1937). The general theory of employment. The Quarterly Journal of Economics, 51(2), 209–223. https://doi.org/10.2307/1882087
  • Khataybeh, M. A., & McMillan, D. (2021). Do financing constraints hinder corporate fixed investment? Evidence from the amman stock exchange. Cogent Business & Management, 8(1), 1910161. https://doi.org/10.1080/23311975.2021.1910161
  • Kornai, J. (1979). Resource-constrained versus demand-constrained Systems. Econometrica, 47)4(4), 801–819. https://doi.org/10.2307/1914132
  • 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
  • Lel, U. (2019). The role of foreign institutional investors in restraining earnings management activities across countries. Journal of International Business Studies, 50(6), 895–922. https://doi.org/10.1057/s41267-018-0195-z
  • Li, X. (2019). Economic policy uncertainty and corporate cash policy: International evidence. Journal of Accounting and Public Policy, 38(6), 106694. https://doi.org/10.1016/j.jaccpubpol.2019.106694
  • Loncan, T. (2018). Foreign institutional ownership and corporate cash holdings: Evidence from emerging economies. International Review of Financial Analysis, 12(3), 5–11.
  • Maheshwari, Y., & Rao, K. V. (2017). Determinants of corporate cash holdings. Global Business Review, 18(2), 416–442. https://doi.org/10.1177/0972150916668610
  • Mansur, Y., Al-Khatib, B., & Anzeh, W. A. (2019). Economic policy in Jordan. Rosa Luxemburg Stiftung Regional Office Palestine & Jordan. Retrieved September 10, 2023, from https://www.rosalux.ps/wpcontent/uploads/2019/06/rosa-Jordan-study-English.Pdf.
  • Martínez-Sola, C., García-Teruel, P. J., & Martínez-Solano, P. (2018). Cash holdings in SMEs: Speed of adjustment, growth and financing. Small Business Economics, 51(4), 823–842. https://doi.org/10.1007/s11187-018-9990-y
  • Megginson, W. L. (2017). Privatization, state capitalism, and state ownership of business in the 21st century. Foundations and Trends in Finance, 11(1–2), 1–153. https://doi.org/10.1561/0500000053
  • Megginson, W. L., Ullah, B., & Wei, Z. (2014). State ownership, soft-budget constraints, and cash holdings: Evidence from China’s privatized firms. Journal of Banking and Finance, 48, 276–291. https://doi.org/10.1016/j.jbankfin.2014.06.011
  • Mersni, H., & Can, G. (2022). The moderator effect of institutional ownership on the relationship between cash holdings of life-cycle stages: Evidence from Borsa Istanbul. Business and Economics Research Journal, 13(3), 417–443. https://doi.org/10.20409/berj.2022.381
  • Moin, A., Guney, Y., & El Kalak, I. (2020). The effects of ownership structure, sub-optimal cash holdings and investment inefficiency on dividend policy: Evidence from Indonesia. Review of Quantitative Finance & Accounting, 55(3), 857–900. https://doi.org/10.1007/s11156-019-00862-z
  • Myers, S. C., & Majluf, N. (1984). Corporate financing and investment decisions when firms have information that investors do not have. Journal of Financial Economics, 13(2), 187–221. https://doi.org/10.1016/0304-405X(84)90023-0
  • Myers, S. C., & Rajan, R. G. (1998). The paradox of liquidity. The Quarterly Journal of Economics, 113(3), 733–771. https://doi.org/10.1162/003355398555739
  • Nguyen, P., & Rahman, N. (2020). Institutional ownership, cross‐shareholdings and corporate cash reserves in Japan. Accounting & Finance, 60(1), 1175–1207. https://doi.org/10.1111/acfi.12415
  • Nguyen, T. T. H., & Wong, W. K. (2021). Do state ownership and business environment explain corporate cash holdings? Empirical evidence from an emerging country. Asian Academy of Management Journal of Accounting and Finance, 17(1), 1–33. https://doi.org/10.21315/aamjaf2021.17.1.1
  • Office of King Hussein 1. (n.d.) Privatization. Retrieved August 25, 2023, from http://www.kinghussein.gov.jo/economy5.html
  • Opler, T., Pinkowitz, L., Stulz, R., & Williamson, R. (1999). The determinants and implications of corporate cash holdings. Journal of Financial Economics, 52(1), 3–46. https://doi.org/10.1016/S0304-405X(99)00003-3
  • Opler, T., Pinkowitz, L., Stulz, R., & Williamson, R. (2005). Corporate cash holdings. Journal of Applied Corporate Finance, 52(3), 3–460.
  • Ozkan, A., & Ozkan, N. (2004). Corporate cash holdings: An empirical investigation of UK companies. Journal of Banking and Finance, 28(9), 2103–2134. https://doi.org/10.1016/j.jbankfin.2003.08.003
  • Rashid Khan, H. U., Khidmat, W. B., Hares, O. A., Muhammad, N., & Saleem, K. (2020). Corporate governance quality, ownership structure, agency costs and firm performance. Evidence from an emerging economy. Journal of Risk and Financial Management, 13(7), 15–189. https://doi.org/10.3390/jrfm13070154
  • Roodman, D. (2009). How to do xtabond2: An introduction to difference and system GMM in stata. The Stata Journal, 9(1), 86–136. https://doi.org/10.1177/1536867X0900900106
  • Sakawa, H., & Watanabel, N. (2020). Institutional ownership and firm performance under stakeholder-oriented corporate governance. Sustainability, 12(3), 1021. https://doi.org/10.3390/su12031021
  • Saleh, I., Abu Afifa, M., & Alkhawaja, A. (2023). Internal corporate governance mechanisms and earnings manipulation practices in MENA countries. Economic Research-Ekonomska Istraživanja, 36(2), 2134902‏. https://doi.org/10.1080/1331677X.2022.2134902
  • Scherr, F. C. (1989). Modern Working capital management: Text and cases. Prentice Hall.
  • Seifert, B., & Gonenc, H. (2016). Creditor rights, country governance, and corporate cash holdings. Journal of International Financial Management & Accounting, 27(1), 65–90. https://doi.org/10.1111/jifm.12033
  • Sher, G. (2014, December). Cashing in for growth: Corporate cash holdings as an opportunity for investment in Japan. Working paper, International Monetary Fund.
  • Shleifer, A., & Vishny, R. W. (1986). Large shareholders and corporate control. Journal of Political Economy, 94(3, Part 1), 461–488. https://doi.org/10.1086/261385
  • Shleifer, A., & Vishny, R. W. (1994). Politicians and firms. The Quarterly Journal of Economics, 109(4), 995–1025. https://doi.org/10.2307/2118354
  • Stulz, R. (1990). Managerial discretion and optimal financing policies. Journal of Financial Economics, 26(1), 3–28. https://doi.org/10.1016/0304-405X(90)90011-N
  • Sun, L., Phan, H. V., & Simpson, T. (2021). Blockholder exit threats and corporate cash holdings. Financial Review, 56(4), 821–843. https://doi.org/10.1111/fire.12278
  • Tayem, G. (2017). The determinants of corporate cash holdings: The case of a small emerging market. International Journal of Financial Research, 8(1), 143–154. https://doi.org/10.5430/ijfr.v8n1p143
  • Tayem, G., Tayeh, M., & Spetan, K. A. (2019). Corporate cash holdings and ownership structure: A quantile regression analysis. Jordan Journal of Economic Sciences, 6(1), 65–80. https://doi.org/10.35516/1250-006-001-004
  • Thi, Q. N. N., Tran, Q. T., & Doan, H. P. (2021). Foreign ownership, state ownership and cash holdings under the global financial crisis: Evidence from the emerging market of Vietnam. International Journal of Emerging Markets. https://doi.org/10.1108/IJOEM-03-2020-0303
  • Tran, Q. T. (2019). Corruption, agency costs and dividend policy: International evidence. The Quarterly Review of Economics & Finance, 76, 325–334. https://doi.org/10.1016/j.qref.2019.09.010
  • Tran, Q. T. (2021). State ownership and value of cash: New evidence from an emerging market. International Journal of Emerging Markets, Forthcoming. https://doi.org/10.1108/IJOEM-02-2020-0196
  • Tsang, A., Xie, F., & X, X. I. N. (2019). Foreign institutional investors and corporate voluntary disclosure around the world. The Accounting Review, 94(5), 319–348. https://doi.org/10.2308/accr-52353
  • Udin, S., Khan, M. A., & Javid, A. Y. (2017). The effects of ownership structure on likelihood of financial distress: An empirical evidence. Corporate Governance the International Journal of Business in Society, 17(4), 589–612. https://doi.org/10.1108/CG-03-2016-0067
  • U.S. Department of State. (2020). Investment climate statements: Jordan. Retrieved August 25, 2022, from https://www.state.gov/reports/2020-investment-climate-statements/jordan/.
  • Vickers, J., & Yarrow, G. K. (1988). Privatization: An economic analysis. MIT Press.
  • Vo, X. V. (2018). Foreign ownership and corporate cash holdings in emerging markets. International Review of Finance, 18(2), 297–303. https://doi.org/10.1111/irfi.12130
  • Wang, Y., Ji, Y., Chen, X., & Song, C. (2014). Inflation, operating cycle, and cash holdings. China Journal of Accounting Research, 7(4), 263–276. https://doi.org/10.1016/j.cjar.2013.07.001
  • World Bank. (2022). The global financial development database. Retrieved December 25, 2022, from https://www.worldbank.org/en/publication/gfdr/data/global-financial-development-database.
  • Wright, F. K. (1978). Minimizing the costs of liquidity. Australian Journal of Management, 3(2), 203–224. https://doi.org/10.1177/031289627800300207
  • Yu, D., Soh, W., Noordin, B. A. A., Yahya, M. H., & Latif, B. (2022). State ownership, information asymmetry and cash holding: Impact of COVID-19 on Chinese-listed firms. Frontiers in Psychology, 13, 1052979. https://doi.org/10.3389/fpsyg.2022.1052979