The Role of Accounting Conservatism as Moderator of The Effect of Financial Ratios on Bond Ratings
Abstract
This study is meant to provide useful information for decision makers and investors looking to better understand the risks associated with bond investing. It aims to examine the effect of various key financial ratios with bond rating and the role of accounting conservatism as moderator of these effects. Data sourced from Indonesia Stock Exchange and Indonesia Bond Pricing Agency, contains 16 issuances from 16 banking firms within period of 2018-2021, and analyzed using Partial Least Square Structural Equation Model (PLS-SEM). The findings are leverage ratios partially influenced bond ratings, while coverage, liquidity, profitability, and cash flow-to-debt ratio show no relationship with bond ratings. Accounting conservatism are able to moderate coverage, leverage, liquidity, and profitability ratios on bond ratings, but failed to moderate cash flow-to-debt ratio. This study demonstrates that disparities in bank risk-taking behavior are impacted by variances in accounting-based risk measures and extends prior research that examines the implication of bank risk taking behavior to investment risk.
Keywords: Bond Rating; Accounting Conservatism; Financial Ratios
References
Ball, R., Kothari, S. P., & Nikolaev, V. V. (2013). Econometrics of the Basu Asymm
etric Timeliness Coefficient and Accounting Conservatism. Journal of Accounting Research, 51(5), 1071–1097. https://doi.org/10.1111/1475-679x.12026
Basu, S. (1997). The conservatism principle and the asymmetric timeliness of earnings. Journal of Accounting and Economics, 24(1), 3–37. https://doi.org/10.1016/s0165-4101(97)00014-1
Bodie, Z., Kane, A., & Marcus, A. J. (2013). Essentials of investments. New York: Mcgraw-Hill/Irwin.
Borhan, N. A., & Ahmad, N. (2018). Identifying the determinants of Malaysian corporate Sukuk rating. International Journal of Islamic and Middle Eastern Finance and Management, 11(3), 432–448. https://doi.org/10.1108/imefm-02-2017-0045
Brigham, E. F., & Houston, J. F. (2009). Fundamentals of financial management (12th ed.). Mason: South-Western Cengage Learning.
Choudhary, M. K., & Rathore, N. S. (2013). Role of effective communication in Total Quality Management. International Journal of Scientific & Engineering Research, 4(7), 2083–2090. https://www.ijser.org/researchpaper/Role-of-Effective-Communication-in-Total-Quality-Management.pdf
Choudhry, M. (2003). Bond and Money Markets. Woburn: Butterworth-Heinemann.
Christine, S., & Elizabeth, S. M. (2018). Analisis pengaruh current ratio, return on asset, debt to equity ratio dan total asset turn over terhadap peringkat obligasi perusahaan food and beverage di Bursa Efek Indonesia periode 2010-2017. 1–11. CORE. https://core.ac.uk/download/pdf/187738956.pdf
D’Mello, R., & Farhat, J. (2008). A comparative analysis of proxies for an optimal leverage ratio. Review of Financial Economics, 17(3), 213–227. https://doi.org/10.1016/ j.rfe.2007.06.001
Darmawan, A., Al Fayed, Y. F., Bagis, F., & Pratama, B. C. (2020). Pengaruh profitabilitas, likuiditas, leverage, umur obligasi dan ukuran perusahaan terhadap peringkat obligasi pada sektor keuangan yang terdapat di BEI tahun 2015-2018. DERIVATIF: Jurnal Manajemen, 14(1), 99–114. https://doi.org/10.24127/jm.v14i1.443
Dewi, M. S., & Utami, E. M. (2020). The influence of profitability and liquidity to bond rating and the impact on the bond yield. International Journal of Research in Business and Social Science, 9(4), 214–219. https://doi.org/10.20525/ijrbs.v9i4.729
El-Bannany, M. (2017). Factors influencing accounting conservatism in banks: the UAE case. Journal of Governance and Regulation, 6(2), 14–21. https://doi.org/10.22495/ jgr_v6_i2_p2
Fadah, I., Ayuningtyas, A., Puspitasari, N., & Yuswanto, I. B. (2020). Analysis of financial and non-financial factors affecting bond ratings. IOP Conference Series: Earth and Environmental Science, 485, 1–9. https://doi.org/10.1088/1755-1315/485/1/012019
Gitman, L. J., & Zutter, C. J. (2015). Principles of managerial finance. Harlow: Pearson Education Limited.
Givoly, D., & Hayn, C. (2002). Rising Conservatism: Implications for Financial Analysis. Financial Analysts Journal, 58(1), 56–74. https://doi.org/10.2469/faj.v58.n1.2510
Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R. In Classroom Companion: Business. Springer International Publishing. https://doi.org/10.1007/978-3-030-80519-7
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/ebr-11-2018-0203
Hidayat, W. W. (2018). Pengaruh leverage dan likuiditas terhadap peringkat obligasi. Jurnal Riset Manajemen Dan Bisnis (JRMB), 3(3), 387–394. https://doi.org/10.36226/jrmb.v3i3.155
Higgins, R. C., Koski, J. L., & Mitton, T. (2016). Analysis for financial management (11th ed.). New York: McGraw-Hill Irwin.
Hu, J., Li, A. Y., & Zhang, F. (Frank). (2014). Does accounting conservatism improve the corporate information environment? Journal of International Accounting, Auditing and Taxation, 23(1), 32–43. https://doi.org/10.1016/j.intaccaudtax.2014.02.003
IDX Annually Statitistic. (2022). Bursa Efek Indonesia. https://idx.co.id/id/data-pasar/laporan-statistik/statistik/
Indonesia Bond Market Directory. (2022). PT Penilai Harga Efek Indonesia. https://www.phei.co.id/en-us/Publication/IBMD
Ismail, N., & Arundina, T. (2019). Sukuk rating prediction: The case of corporate sukuk in Indonesia. Pertanika Journal of Social Sciences and Humanities, 27(2), 63–77. https://scholar.ui.ac.id/en/publications/sukuk-rating-prediction-the-case-of-corporate-sukuk-in-indonesia
Afandi, A. (2021). MENTORING PROGRAM: Empowerment and Human Resources Development. AKADEMIK: Jurnal Mahasiswa Humanis, 1(3), 87-94.
Andreas, D. (2022). EMPLOYEE PERFORMANCE: The Effect Of Motivation And Job Satisfaction. PRODUKTIF: Jurnal Kepegawaian dan Organisasi, 1(1), 28-35.
Anggranei, F. N. (2020). Realitas Kompetensi Guru Pasca Sertifikasi. Scientific Journal of Reflection: Economic, Accounting, Management and Business, 3(4), 331-340.
Gunawan, I. (2022). CUSTOMER LOYALTY: The Effect Customer Satisfaction, Experiential Marketing and Product Quality. KINERJA: Jurnal Manajemen Organisasi dan Industri, 1(1), 35-50.
Indra, W. (2021). Detection of Gen C/EBPα Encodes the Meat Quality. AKADEMIK: Jurnal Mahasiswa Sain & Teknologi, 1(1), 24-32.
Iswardani, W. (2021). Hydroponic Vegetable Production Planning at Plantation Parung Farm Bogor. AKADEMIK: Jurnal Mahasiswa Sain & Teknologi, 1(1), 8-15.
Jayanti, L. (2022). Socialization Of Financial Literacy During The Covid-19 Pandemic In South Tanggerang MSME Gallery. Jurnal PKM Manajemen Bisnis, 2(1), 34-43.
Novitasari, A., & Yulizar, Y. (2023). Company Value Disclosure Based on Fundamental Analysis of Energy Companies in Indonesia. AKADEMIK: Jurnal Mahasiswa Ekonomi & Bisnis, 3(2), 65-73.
Anggraini, F. N. (2022). PERFORMANCE: Self, Management, and Organizational Social Perspectives. PRODUKTIF: Jurnal Kepegawaian dan Organisasi, 1(1), 1-9.
Nurbaeti, S. (2022). Significance of the Influence of Leadership Model, Morale, and Satisfaction on Performance Consistency. PRODUKTIF: Jurnal Kepegawaian dan Organisasi, 1(1), 10-18.
Nuriadi, N. (2021). The Effectiveness Of Application Of Marketing Strategies In Private Higher Education. AKADEMIK: Jurnal Mahasiswa Humanis, 1(3), 104-113.
Nurlaila, P. (2022). PERFORMANCE MODEL: Satisfaction, Commitment and Reward Based. KINERJA: Jurnal Manajemen Organisasi dan Industri, 1(1), 19-26.
Pambudi, R. F., & Kustini, E. (2023). BUSINESS DIGITALIZATION TRAINING: Optimization of Digital Business Opportunities and Advantages. Jurnal PKM Manajemen Bisnis, 3(1), 14-22.
Rahman, A. (2023). Professional Work Model in Terms of Standard Operating Procedures, Intelligence, Rules and Ethics. AKADEMIK: Jurnal Mahasiswa Ekonomi & Bisnis, 3(2), 74-85.
Sari, E. N. (2021). Concept Of Small And Medium Entrepreneurs In Customer Oriented Islam. AKADEMIK: Jurnal Mahasiswa Humanis, 1(3), 123-131.
Anggraeni, F. N. (2020). Survey Motivasi Kerja Driver Ojek Online Grab. Scientific Journal Of Reflection: Economic, Accounting, Management and Business, 3(3), 251-260.
Solahudin, M. (2022). PREDICTING THE INCREASE OF COMPANY VALUE BASED ON PROFIT AND DEBT GOVERNANCE POLICIES: A Case Study on Indonesian Automotive Companies. AKADEMIK: Jurnal Mahasiswa Ekonomi & Bisnis, 2(3), 123-131.
Wulandari, D. (2022). Customer Satisfaction as a Priority in Excellent Banking Services. KINERJA: Jurnal Manajemen Organisasi dan Industri, 1(1), 27-34.
Kanagaretnam, K., Lim, C. Y., & Lobo, G. J. (2013). Influence of National Culture on Accounting Conservatism and Risk-Taking in the Banking Industry. The Accounting Review, 89(3), 1115–1149. https://doi.org/10.2308/accr-50682
Leventis, S., Dimitropoulos, P., & Owusu-Ansah, S. (2013). Corporate Governance and Accounting Conservatism: Evidence from the Banking Industry. Corporate Governance: An International Review, 21(3), 264–286. https://doi.org/10.1111/corg. 12015
Linawati, L., & Wibowo, A. E. (2020). Pengaruh likuiditas, profitabilitas dan leverage terhadap peringkat obligasi perusahaan di indonesia. Jurnal Riset Manajemen, 7(2), 143–152. https://doi.org/10.32477/ jrm.v7i2.201
Maharani, F. R. (2019). Pengaruh rasio leverage, interest coverage ratio dan jaminan terhadap peringkat obligasi perusahaan bumn konstruksi yang terdaftar di Bursa Efek Indonesia tahun 2012-2016. Jurnal Pendidikan Dan Ekonomi, 8(4), 307–316. https://journal.student.uny.ac.id/index.php/ ekonomi/article/view/15332
Mattarocci, G. (2013). The Independence of Credit Rating Agencies. Oxford: Academic Press.
Matthews, L., Hair, J., & Matthews, R. (2018). PLS-SEM: The Holy Grail for Advanced Analysis. The Marketing Management Journal, 28(1), 1–13. http://www.mmaglobal.org/publications/MMJ/MMJ-Issues/2018-Spring/MMJ-2018-Vol28-Issue1-Matthews-Hair-Matthews-pp1-13.pdf
Megananda, D., Endri, E., Oemar, F., & Husna, A. (2021). Determinants of Corporate Bond Yield: Empirical Evidence from Indonesia. The Journal of Asian Finance, Economics and Business, 8(3), 1135–1142. https://doi.org/10.13106/jafeb.2021.vol8.no3.1135
Phety, D. T. O. (2018). Pengaruh DER, CAR, dan ROE terhadap Peringkat Obligasi Perbankan yang Listing di PT Bursa Efek Indonesia pada Periode 2008-2013. Organum: Jurnal Saintifik Manajemen Dan Akuntansi, 1(2), 47–58. https://doi.org/10.35138/organum.v1i2.32
Putra, Y. A., & Djazuli, A. (2018). Pengaruh rasio profitabilitas, likuiditas, solvabilitas, ukuran perusahaan dan jaminan terhadap peringkat obligasi (Studi pada perusahaan yang mengelurkan obligasi dan terdaftar di Bursa Efek Indonesia). Jurnal Ilmiah Mahasiswa FEB, 6(2), 1–16. https://jimfeb.ub.ac.id/index.php/jimfeb/article/view/4784
Rachman, F. F. (2018, April 27). Bank Bukopin Permak Laporan Keuangan, Ini Kata BI dan OJK. Detikfinance. https://finance.detik.com/moneter/d-3994551/bank-bukopin-permak-laporan-keuangan-ini-kata-bi-dan-ojk
Ramadhani, S., & Juwita, R. (2022). Pengaruh Return On Equity (ROE), Current Ratio (CR), Debt To Equity Ratio (DER), Inventory Turnover (IT), Dan Price Earning Ratio (PER) Terhadap Peringkat Obligasi Korporasi Yang Terdaftar Di Bursa Efek Indonesia (BEI) Periode 2016-2020. Forum Bisnis Dan Kewirausahaan, 11(2), 403–410. https://doi.org/10.35957/ forbiswira.v11i2.2251
Roychowdhury, S., & Watts, R. L. (2007). Asymmetric timeliness of earnings, market-to-book and conservatism in financial reporting. Journal of Accounting and Economics, 44(1), 2–31. https://doi.org/10.1016/ j.jacceco.2006.12.003
Ruch, G. W., & Taylor, G. (2015). Accounting conservatism: A review of the literature. Journal of Accounting Literature, 34, 17–38. https://doi.org/10.1016/ j.acclit.2015.02.001
Safitri, K. (2020, February 3). DPR Panggil Dirut BTN Terkait Dugaan Manipulasi Laporan Keuangan (Y. Sukmana, Ed.). KOMPAS.com. https://money.kompas.com/read/2020/ 02/03/151601726/dpr-panggil-dirut-btn-terkait-dugaan-manipulasi-laporan-keuangan
Sugiyanto, S., & Candra, A. (2018). Good Corporate Governance, Conservatism Accounting, Real Earnings Management, and Information Asymmetry on Share Return. Jurnal Ilmiah Akuntansi Fakultas Ekonomi, 4(1), 9–18. https://doi.org/10.34204/jiafe.v4i1.1073
Syahrul, Y. (2003, August 1). BEJ Anggap Kasus Laporan Keuangan Bank Lippo Selesai. Tempo. https://bisnis.tempo.co/read/6701/bej-anggap-kasus-laporan-keuangan-bank-lippo-selesai
Titman, S., Keown, A. J., & Martin, J. D. (2018). Financial management: principles and applications (13th ed.). New York: Pearson.
Watts, R. L. (2003). Conservatism in Accounting - Part I: Explanations and Implications. SSRN Electronic Journal, 3–35. https://doi.org/10.2139/ssrn.414522
Yousaf, M., & Dey, S. K. (2022). Best proxy to determine firm performance using financial ratios: A CHAID approach. Review of Economic Perspectives, 22(3), 219–239. https://doi.org/10.2478/revecp-2022-0010
Zhang, J. (2008). The contracting benefits of accounting conservatism to lenders and borrowers. Journal of Accounting and Economics, 45(1), 27–54. https://doi.org/10.1016/j.jacceco.2007.06.002
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