Moderation Analysis of Good Corporate Governance on the Effect of Financial Ratio and Market Ratio on Financial Distress

Authors

DOI:

https://doi.org/10.26668/businessreview/2023.v8i7.2933

Keywords:

Financial Distress, Financial Ratio, Market Ratio, Institutional Ownership, Audit Commitee

Abstract

Purpose: This study aims to analyze the influence of financial ratios and market ratios on the financial distress condition during the COVID-19 pandemic, as well as to determine the role of institutional ownership and the audit committee, which are mechanisms of corporate governance, in moderating the influence of financial ratios on financial distress.

 

Theoretical framework: This study highlights the importance of identifying financial distress conditions in companies during the COVID-19 pandemic. The occurrence of the pandemic, which puts significant pressure on companies, poses a threat to their survival and can lead to bankruptcy. The combination of financial, market, and corporate governance analyses can be utilized to identify and predict financial distress.

 

Design/Methodology/Approach: This study refers to the Signalling Theory and the Agency Theory. It is a quantitative causal study, and the population of the research consists of companies in the infrastructure, trade, services, and investment sectors listed on the Indonesia Stock Exchange in the years 2020-2021. The study utilizes a purposive sampling method, and a total of 27 companies were obtained as samples. The data source for the study is secondary data obtained from company reports, and it was analyzed using SPSS software with logistic regression analysis and moderated regression analysis techniques.

 

Findings: The research findings indicate that financial ratio analysis, specifically profitability and solvability ratios, can be used to identify financial distress conditions during the COVID-19 pandemic. However, the other two financial ratios, liquidity and activity ratios, as well as the market ratio, do not provide predictive results for the financial distress of companies. Based on the results of moderate regression analysis, the corporate governance mechanism of institutional ownership can moderate the influence of profitability and solvability ratios. On the other hand, the monitoring mechanism of the audit committee cannot moderate this influence.

 

Research, practical & social implications: The findings of this study can be used by companies, investors, and stakeholders as a guide in making decisions. In addition, these findings can serve as a stimulant and reference for future research and can add other predictors from a macroeconomic perspective.

 

Originality/Value: This research contributes by providing a combination of predictive models through financial ratio analysis and corporate governance mechanisms for financial distress, which can be utilized by companies in formulating preventive strategies and by investors in making financing decisions for companies.

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References

Altman, E. I., & Hotchkiss, E. (2006). Corporate Financial Distress and Bankruptcy. In John Wiley & Sons, Inc. (3rd ed.). https://doi.org/10.1002/9781118267806

Balcaen, S., & Ooghe, H. (2006). 35 years of studies on business failure: An overview of the classic statistical methodologies and their related problems. British Accounting Review, 38(1), 63–93. https://doi.org/10.1016/J.BAR.2005.09.001

Brigham, E., & Daves, P. (2007). Intermediate Financial Management. In The British Accounting Review (Vol. 21). https://doi.org/10.1016/0890-8389(89)90100-5

Brigham, E. F., & Houston, J. F. (2014). Dasar-Dasar Manajemen Keuangan (11th ed.). Jakarta: Salemba Empat.

Chairunesia, W. (2021). Financial Ratios As a Prediction Tool for Financial Distress: Study on Manufacturing Companies Listed in Indonesia Stock Exchange for the 2018-2019 period. International Journal of Management Studies and Social Science Research, 3(4), 189–198. Retrieved from https://ijmsssr.org/paper/IJMSSSR00475.pdf

Chamidah, N., & Asandimitra, N. (2017). The Determinant of Agency Cost in Indonesia. International Journal of Economic Research, 14(1), 449–463.

Curry, K., & Banjarnahor, E. (2018). Financial Distress pada Perusahaan Sektor Properti Go Public di Indonesia. Seminar Nasional Pakar 1, 207–221. https://doi.org/https://doi.org/10.25105/pakar.v0i0.2722

Destriwanti, O., Sintha, L., Bertuah, E., & Munandar, A. (2022). Analyzing the impact of Good Corporate Governance and Financial Performance on predicting Financial Distress using the modified Altman Z Score model. American International Journal of Business Management (AIJBM), 5(02), 27–36.

Dirman, A. (2020). Financial Distress: The Impacts Of Profitability, Liquidity, Leverage, Firm Size And Free Cash Flow. International Journal of Business, Economics and Law, 22(1), 17–25.

Donker, H., Santen, B., & Zahir, S. (2009). Ownership structure and the likelihood of financial distress in the Netherlands. Applied Financial Economics, 19(21), 1687–1696. https://doi.org/10.1080/09603100802599647

Elloumi, F., & Gueyié, J. P. (2001). Financial distress and corporate governance: An empirical analysis. Corporate Governance: The International Journal of Business in Society, 1(1), 15–23. https://doi.org/10.1108/14720700110389548

Fathonah, A. (2017). Pengaruh Penerapan Good Corporate Governance Terhadap Financial Distress. Jurnal Ilmiah Akuntansi, 1(2), 133–150. https://doi.org/10.23887/jia.v1i2.9989

Forker, J. J. (1992). Corporate Governance and Disclosure Quality. Accounting and Business Research, 22(86), 111–124. https://doi.org/10.1080/00014788.1992.9729426

Hajjat, E. S., Al-Tamimi, K. A. M., Obeidat, S. F., Jaradat, M. S., Wedyan, L. M., Soumadi, M. M., & Alomari, E. H. (2023). The Role of Corporate Governance Principles on Improving Market Performance. International Journal of Professional Business Review, 8(5), 1–14. https://doi.org/https://doi.org/10.26668/businessreview/2023.v8i5.

Hamid, G. M., Haji, S. M. R., & Omar, K. M. T. (2022). Detecting financial failure using Sherrod Model : Evidence from Iraqi Stock Exchange Listed Banks ( 2009 - 2015 ). International Journal of Academic Accounting, Finance and Management Research, 6(4), 9–15.

Hamid, G. M., Mohammed, G. A., Taher Omar, K. M., & Haji, S. M. R. (2023). Using Altman and Sherrod Z- Score Models To Detect Financial Failure for the Banks Listed on the Iraqi Stock Exchange (Ise) Between 2009 – 2013. International Journal of Professional Business Review, 8(4), 1–22. https://doi.org/10.26668/businessreview/2023.v8i4.1329

Hastiarto, O. (2021). The Effect of Liquidity, Leverage, and Profitability on Financial Distress with Audit Committee as a Moderating Variable. International Journal of Current Science Research and Review, 04(10), 1304–1315. https://doi.org/10.47191/ijcsrr/v4-i10-13

Hermawan, E., Ahmar, N., & Syam, M. A. (2022). The Role of the Audit Committee on Determinants Financial Distress with Zmijewski Model. Budapest International Research and Critics Institute-Journal (BIRCI-Journal), 5(1), 234–243. https://doi.org/https://doi.org/10.33258/birci.v5i1.3598

Hillegeist, S. A., Keating, E. K., Cram, D. P., & Lundstedt, K. G. (2004). Assessing the probability of bankruptcy. Review of Accounting Studies, 9(1), 5–34. https://doi.org/10.1023/B:RAST.0000013627.90884.b7

Hu, D., & Zheng, H. (2015). Does ownership structure affect the degree of corporate financial distress in China? Journal of Accounting in Emerging Economies, 5(1), 35–50. https://doi.org/10.1108/jaee-09-2011-0037

Jensen, M., & Meckling, W. (1976). Theory of the Firm: Managerial Behavior, Agency Costs and Ownership Structure. Journal of Financial Economics, 3, 305–360. https://doi.org/https://doi.org/10.1016/0304-405X(76)90026-X

Kasmir. (2008). Analisis Laporan Keuangan. Jakarta: PT Raja Grafindo Persada.

Kesner, I. F. (1988). Directors’ Characteristics and Committee Membership: An Investigation of Type, Occupation, Tenure, and Gender. Academy of Management Journal, 31(1), 66–84. https://doi.org/10.5465/256498

Khaliq, A., Altarturi, B. H. M., Thaker, H. M. T., Harun, M. Y., & Nahar, N. (2014). Identifying Financial Distress Firms: A Case Study of Malaysia’s Government Linked Companies. International Journal of Economics, Finance and Management, 3(3), 141–150. Retrieved from http://www.ejournalofbusiness.org

Klein, A. (2002). Audit committee, board of director characteristics, and earnings management. Journal of Accounting and Economics, 33(3), 375–400. https://doi.org/10.1016/S0165-4101(02)00059-9

Komala, F., & Triyani, Y. (2020). Analisis Rasio Keuangan Terhadap Financial Distress Dengan Struktur Kepemilikan Sebagai Variabel Moderasi. Jurnal Akuntansi, 8(2), 176–205. https://doi.org/10.46806/ja.v8i2.619

Kournikova, H., & Nurasik, N. (2021). The Effect of Financial Ratios on Financial Distress During the Covid 19 Period. Academia Open, 5, 1–12. https://doi.org/10.21070/acopen.5.2021.2385

Kristanti, F. T., Rahayu, S., & Huda, A. (2016). The Determinant of Financial Distress on Indonesia Family Firm. Procedia-Social and Behavioral Science, 219, 440–447. https://doi.org/10.1016/j.sbspro.2016.05.018

Kuncoro, S., & Agustina, L. (2017). Factors to Predict the Financial Distress Condition of the Banking Listed in The Indonesia Stock Exchange. Accounting Analysis Journal, 6(1), 39–47. https://doi.org/https://doi.org/10.15294/aaj.v6i1.11343

Larasati, H., & Wahyudin, A. (2019). The Effect of Liquidity, Leverage, and Operating Capacity on Financial Distress with Managerial Ownership as a Moderating Variable. Accounting Analysis Journal, 8(3), 214–220. https://doi.org/10.15294/aaj.v8i3.30176

Loan, V. T., Phuong, D. T. T., & Tuan, H. M. (2019). Using market variables in financial distress prediction for Vietnamese listed companies. Journal of Social Sciences and Humanities, 4, 341–352.

Maghfiroh, R. D., & Isbanah, Y. (2020). Pengaruh Audit Committee, Ownership Structure, dan Chief Executive Officer terhadap Financial Distress pada Perusahaan Sektor Perdagangan, Jasa, dan Investasi yang Terdaftar di Bursa Efek Indonesia pada Tahun 2015-2018. Jurnal Ilmu Manajemen, 8(3), 1099. https://doi.org/10.26740/jim.v8n3.p1099-1115

Malhotra, N. (2009). Riset Pemasaran: Pendekatan Terapan (4th ed.). Jakarta: PT. Indeks.

Manzaneque, M., Priego, A. M., & Merino, E. (2016). Corporate governance effect on financial distress likelihood: Evidence from Spain. Revista de Contabilidad, 19(1), 111–121. https://doi.org/10.1016/j.rcsar.2015.04.001

Masdupi, E., Tasman, A., & Davista, A. (2018). The Influence of Liquidity, Leverage and Profitability on Financial Distress of Listed Manufacturing Companies in Indonesia. International Conference On Economics Education, Economics, Business and Management, Accounting and Entrepreneurship (PICEEBA), 57, 223–228. https://doi.org/10.2991/piceeba-18.2018.51

Masulis, R. W., Wang, C., & Xie, F. (2009). Agency Problems at Dual-Class Companies. The Journal of FinanceJournal of Finance, 64(4), 1697–1727. https://doi.org/10.1111/j.1540-6261.2009.01477.x

McConnel, J. J., & Servaes, H. (1990). Additional Evidence on Equity Ownership and Corporate Value. Journal of Financial Economics, 27, 595–612. https://doi.org/https://doi.org/10.1016/0304-405X(90)90069-C

Md-Rus, R., Mohd, K. N. T., Latif, R. A., & Alassan, Z. N. (2013). Ownership Structure and Financial Distress. Journal of Advanced Management Science, (January), 363–367. https://doi.org/10.12720/joams.1.4.363-367

Mesak, D. (2019). Financial Ratio Analysis in Predicting Financial Conditions Distress in Indonesia Stock Exchange. Russian Journal of Agricultural and Socio-Economic Sciences, 86(2), 155–165. https://doi.org/10.18551/rjoas.2019-02.18

Negoro, D. A., & Wakan, M. S. (2022). Effect of Capital Structure , Liquidity , and Profitability on Financial Distress with The Effectiveness of The Audit Committee as Variable Moderation. American International Journal of Business Management (AIJBM), 5(06), 63–82.

Nuresa, A., & Hadiprajitno, B. (2015). Financial Distress. Wiley Encyclopedia of Management, 2, 1–3. https://doi.org/10.1002/9781118785317.weom040039

Panda, B., & Leepsa, N. M. (2017). Agency theory: Review of theory and evidence on problems and perspectives. Indian Journal of Corporate Governance, 10(1), 74–95. https://doi.org/10.1177/0974686217701467

Parker, S., Peter, G. F., & Turetsky, H. F. (2002). Corporate Governance and Corporate Failure: A Survival Analysis. Corporate Governance: International Journal of Business in Society, 2(2), 4–12. https://doi.org/https://doi.org/10.1108/14720700210430298

Parkinson, M. M. (2018). Corporate Governance in Transition. Corporate Governance in Transition, 65–93. https://doi.org/10.1007/978-3-319-77110-6

Platt, H. D., & Platt, M. B. (2002). Predicting corporate financial distress: Reflections on choice-based sample bias. Journal of Economics and Finance, 26(2), 184–199. https://doi.org/10.1007/bf02755985

Pound, J. (1988). Proxy Contests and The Efficiency of Shareholder Oversight. Journal of Financial Economics, 20, 237–265. https://doi.org/10.1016/0304-405X(88)90046-3

Putra, D. A. (2021, July 6). Sri Mulyani: Banyak Proyek Infrastruktur Terkendala Akibat Pandemi Covid-19. Retrieved April 23, 2022, from Merdeka website: https://www.merdeka.com/uang/sri-mulyani-banyak-proyek-infrastruktur-terkendala-akibat-pandemi-covid-19.html

Putri, P. A. D. W. (2021). The Effect of Operating Cash Flows, Sales Growth, and Operating Capacity in Predicting Financial Distress. International Journal of Innovative Science and Research Technology, 6(1), 638–646. Retrieved from www.ijisrt.com638

Rahmadianti, D. P., & Asandimitra, N. (2017). Internal factors, corporate governance, corporate social resposibility disclosure and company value in Indonesia. International Journal of Applied Business and Economic Research, 15(4), 439–445.

Rahmat, M., Iskandar, T., & Saleh, N. (2009). Audit committee characteristics in financially distressed and non-distressed companies. Managerial Auditing Journal, 24(7), 624–638. https://doi.org/10.1108/02686900910975350

Restianti, T., & Agustina, L. (2018). The Effect of Financial Ratios on Financial Distress Conditions in Sub Industrial Sector Company. Accounting Analysis Journal, 7(1), 25–33. https://doi.org/10.15294/aaj.v5i3.18996

Rizal, J. G. (2020). Pandemi Covid-19, Apa Saja Dampak pada Sektor Ketenagakerjaan Indonesia? Retrieved April 14, 2021, from Kompas.com website: https://www.kompas.com/tren/read/2020/08/11/102500165/pandemi-covid-19-apa-saja-dampak-pada-sektor-ketenagakerjaan-indonesia-?page=all

Sakulpolphaisan, E., & Hensawang, S. (2022). Impact of Audit Committee and Financial Performance on Financial Distress Prediction: An Empirical Study of The Listed Companies in The Market for Alternative Investment (Mai). Cuadernos de Economia, 45(127), 128–139. https://doi.org/https://doi.org/10.32826/cude.v1i127.611

Salloum, C., Azzi, G., & Gebrayel, E. (2014). Audit Committee and Financial Distress in the Middle East Context: Evidence of the Lebanese Financial Institutions. International Strategic Management Review, 2(1), 39–45. https://doi.org/10.1016/j.ism.2014.09.001

Saputri, L., & Asrori. (2019). The Effect of Leverage, Liquidity and Profitability on Financial Distress with the Effectiveness of the Audit Committee as a Moderating Variable. Accounting Analysis Journal, 8(1), 38–44. https://doi.org/10.15294/aaj.v8i1.25887

Sarwono, J. (2006). Metode Penelitian Kuantitatif dan Kualitatif. Yogyakarta: Graha Ilmu.

Scott, R. W. (2015). Financial Accounting Theory (7th ed.). Toronto: Prentice Hall.

Setyobudi, A., Amboningtyas, D., & Yulianeu. (2017). The Analysys of Liquidity, Leverage, Profitability, and Firm Size Influence Toward The Financial Distress With Good Corporate Governance as The Moderating Variable. Journal of Management, (2), 121–135.

Shahwan, M. (2015). The Effects of Corporate Governance on Financial Performance and Financial Distress. The International Jornal of Business in Society, 6(1), 334–348.

Shleifer, A., & Vishny, R. W. (1997). A Survey of Corporate Governance. The Journal of Finance, 52(2), 737–783. https://doi.org/10.1111/j.1540-6261.1997.tb04820.x

Sidik, S. (2020, May 13). 50 Lebih Emiten Cuma Kuat Sampai Juni, Ini Sektor Tersengsara. Retrieved April 15, 2021, from CNBC Indonesia website: https://www.cnbcindonesia.com/market/20200513100913-17-158086/50-lebih-emiten-cuma-kuat-sampai-juni-ini-sektor-tersengsara

Spence, M. (1973). Job Market Signaling. The Quarterly Journal of Economics, 87(3), 344–374. https://doi.org/10.1055/s-2004-820924

Sujarweni, W. (2017). Analisis Laporan Keuangan Teori, Aplikasi, dan Hasil Penelitian. Yogyakarta: Pustaka Baru Press.

Susilowati, Y., Suwarti, T., Puspitasari, E., & Nurmaliani, F. A. (2019). The Effect of Liquidity, Leverage, Profitability, Operating Capacity, and Managerial Agency Cost on Financial Distress of Manufacturing Companies Listed in Indonesian Stock Exchange. International Conference of Organizational Innovation, 100(2013), 651–656. https://doi.org/10.2991/icoi-19.2019.114

Tarighi, H., Appolloni, A., Shirzad, A., & Azad, A. (2022). Corporate Social Responsibility Disclosure (CSRD) and Financial Distressed Risk (FDR): Does Institutional Ownership Matter? MDPI Journal: Sustainability, 14(742). https://doi.org/10.3390/su14020742

Udin, S., Khan, M. A., & Javid, A. Y. (2016). The Effects of Ownership Structure on likelihood of Financial Distress : An Empirical Evidence. Corporate Governance: International Journal of Business Society, 1–36. https://doi.org/https://doi.org/10.1108/CG-03-2016-0067

Ulya, F. N. (2020, July 13). Dunia Usaha Terdampak Covid-19, Sektor-sektor Ini yang Jatuh Paling Dalam. Retrieved April 23, 2022, from Kompas website: https://money.kompas.com/read/2020/07/13/124000526/dunia-usaha-terdampak-covid-19-sektor-sektor-ini-yang-jatuh-paling-dalam

Vance, S. C. (1983). Corporate Leadership: Boards, Directors, and Strategy. New York: McGraw-Hill.

Wathne, K. H., & Heide, J. B. (2000). Opportunism in interfirm relationships: Forms, outcomes, and solutions. Journal of Marketing, 64(4), 36–51. https://doi.org/10.1509/jmkg.64.4.36.18070

Wilujeng, R., & Yulianto, A. (2020). Determinan Financial Distress dengan Profitabilitas Sebagai Variabel Moderating. Jurnal Penelitan Ekonomi Dan Bisnis, 5(1), 90–102. https://doi.org/10.33633/jpeb.v5i1.2746

Yuriani, Y., Merry, M., Jennie, J., Ikhsan, M., & Rahmi, N. U. (2020). Pengaruh Struktur Kepemilikan, Likuiditas, Leverage, dan Aktivitas (TATO) Terhadap Financial Distress Perusahaan Industri Barang Konsumsi yang Terdapat Pada Bursa Efek Indonesia. Journal of Economic, Bussines and Accounting (COSTING), 4(1), 208–218. https://doi.org/10.31539/costing.v4i1.1325

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Published

2023-07-20

How to Cite

Maghfiroh, R. D., Asandimitra, N., & Hartono, U. (2023). Moderation Analysis of Good Corporate Governance on the Effect of Financial Ratio and Market Ratio on Financial Distress. International Journal of Professional Business Review, 8(7), e02933. https://doi.org/10.26668/businessreview/2023.v8i7.2933