THE RELATIONSHIP BETWEEN INTEREST RATES, FINANCIAL RATIOS, AND BOND RATINGS WITH PROFITABILITY AS A MEDIATING VARIABLES IN NON-FINANCIAL SECTOR COMPANIES IN INDONESIA
DOI:
https://doi.org/10.2478/eoik-2025-0005Keywords:
Bond rating · Interest rate · Leverage · Liquidity · ProfitabilityAbstract
During the latest decades, regional creativity has often been con-
sidThis study seeks to investigate the relationship between interest
rates, liquidity, and leverage to non-financial companies in Indonesia
who have issued bond securities between 2018 and 2023 with profit-
ability as an intervening variable. Panel data regression analysis and
path analysis are used in the study to explore the connections between
the variables, both directly and indirectly. According to the results,
bond ratings are heavily affected by interest rates, but liquidity does
not appear to play a major role. Moreover, leverage appears to have a
positive effect on bond ratings. Moreover, profitability is significantly
influenced by interest rates, while leverage has a detrimental effect
on profitability. The study suggests that there is a slight influence of
profitability on the connection between interest rates and bond ratings,
but not for liquidity or leverage. Interest rates are found to have a sig-
nificant positive effect on bond ratings, whereas liquidity and leverage
have minor direct impacts. These findings contribute to investors
in making bond investment decisions, as well as for companies in
optimizing their capital structure to improve bond ratings. This study
suggests further development by expanding the coverage of other in-
dustry sectors and adding variables such as corporate governance and
macroeconomic indicators to increase external and internal validity.
References
Admati, A. R., DeMarzo, P. M., Hellwig, M. F., & Pfleiderer, P. (2018). The leverage ratchet effect. The
Journal of Finance, 73(1), 145–198. https://doi.org/10.1111/jofi.12588
Adria, C., & Susanto, L. (2020). Pengaruh leverage, likuiditas, ukuran perusahaan, dan perputaran
total aset terhadap profitabilitas. Jurnal Paradigma Akuntansi, 2(1), 393–400. https://doi.
org/10.24912/jpa.v2i1.7168
Beatty, A., Gillette, J., Petacchi, R., & Weber, J. (2019). Do rating agencies benefit from providing high-
er ratings? Evidence from the consequences of municipal bond ratings recalibration. Journal of
Accounting Research, 57(2), 323–354. https://doi.org/10.1111/1475-679X.12263
Brealey, R. A., Myers, S. C., & Marcus, A. J. (2023). Fundamentals of corporate finance. McGraw-Hill.
http://213.55.90.4/admin/home/Dmu Academic Resource/FBE/Accounting And Finace/3rd
Year/Fundamentals of Corporate Finance %28 PDFDrive.com %29.pdf
Chen, H., Xu, Y., & Yang, J. (2021). Systematic risk, debt maturity, and the term structure of cred-
it spreads. Journal of Financial Economics, 139(3), 770–799. https://doi.org/10.1016/j.jfine-
co.2020.09.002
Cheng, M.-C., & Tzeng, Z.-C. (2014). Effect of leverage on firm market value and how contextual
variables influence this relationship. Review of Pacific Basin Financial Markets and Policies,
(01), 1450004. https://doi.org/10.1142/S0219091514500040
Damayanti, Y., & Suryandani, W. (2023). Pengaruh Leverage, Likuiditas Dan Ukuran Perusahaan Terha-
dap Profitabilitas Pada Perusahaan Makanan Dan Minuman Yang Terdaftar Di Bursa Efek Indo-
nesia. Bisnis-Net Jurnal Ekonomi Dan Bisnis, 6(1), 1–8. https://doi.org/10.46576/bn.v6i1.3048
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
(2147-4478), 9(4), 214–219. https://doi.org/10.20525/ijrbs.v9i4.729
Fabozzi, F. J., & Fabozzi, F. A. (2021). Bond markets, analysis, and strategies. MIT Press. https://books.
google.com/books?hl=id&lr=&id=b-QhEAAAQBAJ&oi=fnd&pg=PR9&dq=Bond+mar-
kets,+analysis,+and+strategies.+MIT+Press.&ots=4qztmrk5BY&sig=m6tEHNKO3HndxyMs-
CAFV09i5kY
Fadah, I., Ayuningtyas, A., Puspitasari, N., & Yuswanto, I. B. (2020). Analysis of financial and non-fi-
nancial factors affecting bond ratings. IOP Conference Series: Earth and Environmental Sci-
ence, 485(1), 12019. https://doi.org/10.1088/1755-1315/485/1/012019
Goldberg, J., & Nozawa, Y. (2021). Liquidity supply in the corporate bond market. The Journal of Fi-
nance, 76(2), 755–796. https://doi.org/10.1111/jofi.12991
Hilscher, J., & Wilson, M. (2017). Credit ratings and credit risk: Is one measure enough? Management
Science, 63(10), 3414–3437. https://doi.org/10.1287/mnsc.2016.2514
Hung, S., Ginting, E. S., & Joe, S. (2021). The Effect Of Profitability, Liquidity, Leverage On Bond Rat-
ing Of Financial Companies. Journal of Management Science (JMAS), 4(4), 106–112. https://
doi.org/10.35335/jmas.v4i4.114
Kasmir, K. (2016). Pengantar Manajemen Keuangan: Edisi Kedua. Jakarta: Prenada Media Group.
Kisgen, D. J. (2019). Do firms target credit ratings or leverage levels? Journal of Financial and Quanti-
tative Analysis, 44(6), 1323–1344. https://doi.org/10.1017/S002210900999041X
Kushnir, N., Kovshun, N., Adamchuk, T., Tymeichuk, Y., & Tsaruk, D. (2023). Ukrainian enterprises’
equity capital financial monitoring and analysis of its impact on profitability indicators. Collec-
tion of Papers New Economy, 1(1), 1–16. https://doi.org/10.61432/CPNE0101001k
Laila, N., Rusmita, S. A., Cahyono, E. F., & Azman-Saini, W. N. W. (2021). The role of financial fac-
tors and non-financial factors on corporate bond and sukuk rating Indonesia. Journal of Is-
lamic Accounting and Business Research, 12(8), 1077–1104. https://doi.org/10.1108/JI-
ABR-10-2019-0187
Motaze, S. P. A. (2022). The determinants of the lending interest rate in a cost-based approach: Theoret-
ical model and empirical analysis. The Quarterly Review of Economics and Finance, 83, 36–51.
https://doi.org/10.1016/j.qref.2021.10.003
Olaniyi, O. O., Olaoye, O. O., & Okunleye, O. J. (2023). Effects of Information Governance (IG) on
profitability in the Nigerian banking sector. Asian Journal of Economics, Business and Account-
ing, 23(18), 22–35. https://doi.org/10.9734/AJEBA/2023/v23i181055
Purba, I. R., & Mahendra, A. (2023). Pengaruh Profitabilitas, Likuiditas, Dan Leverage Terhadap Pering-
kat Obligasi Pada Perusahaan Properti Dan Real Estate Yang Terdaftar Di Bursa Efek Indonesia
Periode 2019-2021. Jurnal Riset Akuntansi & Keuangan, 9(1), 55–74. https://doi.org/10.54367/
jrak.v9i1.2456
Purba, V. C. M., & Syarif, A. D. (2023). The Effect of Liquidity, Leverage, Profitability, and Company
Size on Bond Ratings in Banking Sector Companies in Indonesia 2017. Journal of Economics,
Finance and Management Studies, 6(7), 3319–3323. https://doi.org/10.47191/jefms/v6-i7-35
Rosita, N., & Santoso, R. A. (2022). Determinan peringkat obligasi korporasi di Indonesia. Fair Value:
Jurnal Ilmiah Akuntansi Dan Keuangan, 5(3), 1333–1346. https://doi.org/10.32670/fairvalue.
v5i3.2457
Ruma, Z., Amin, A. M., & Ramli, A. (2023). Analysis of financial distress in broadcasting sub-sec-
tor companies listed on the Indonesia stock exchange. Journal Of Management, Accounting,
General Finance And International Economic Issues, 2(3), 628–644. https://doi.org/10.55047/
marginal.v2i3.661
Saadaoui, A., Elammari, A., & Kriaa, M. (2022). Credit rating announcement and bond liquidity: the
case of emerging bond markets. Journal of Economics, Finance and Administrative Science,
(53), 86–104. https://doi.org/10.1108/JEFAS-08-2020-0314
Shimko, D. C., Tejima, N., & Van Deventer, D. R. (2019). The pricing of risky debt when interest rates
are stochastic. In World Scientific Reference on Contingent Claims Analysis in Corporate Fi-
nance: Volume 2: Corporate Debt Valuation with CCA (231–244). World Scientific. https://doi.
org/10.1142/9789814759595_0009
Škuflić, L., & Bašić, M. (2024). The Influence of Personnel Costs on The Profitability of The Croatian
¬¬ Hotel Industry. Collection of Papers New Economy, 2(1), 147–158. https://doi.org/10.61432/
CPNE0201147s
Tarulli, A., Morrone, D., Conte, D., Bussoli, C., & Russo, A. (2023). The relevance of non‐financial dis-
closure in influencing the cost of capital: Empirical evidence from the agri‐food sector. Business
Strategy and the Environment, 32(4), 1739–1751. https://doi.org/10.1002/bse.3215
Tongat, T. (2022). The ambiguous authority of living law application in new indonesian penal code:
between justice and the rule of law. International Journal of Criminal Justice Sciences, 17(2),
–209. https://ijcjs.com/menu-script/index.php/ijcjs/article/view/529
Vernimmen, P., Quiry, P., & Le Fur, Y. (2022). Corporate finance: theory and practice. John Wiley &
Sons. https://www.researchgate.net/publication/279260748_Corporate_Finance_Theory_and_
Practice
Widodo, A. (2024). Pengaruh Profitabilitas, Likuditas dan Ukuran Perusahaan Terhadap Peringkat Ob-
ligasi Pada Perusahaan LQ 45. Bisnis-Net Jurnal Ekonomi Dan Bisnis, 7(1), 123–131. https://
doi.org/10.46576/bn.v7i1.4104
Younas, K., & Sarmad, M. (2020). The impact of degree of financial leverage and degree of operating
leverage on the systematic risk of common stock. Malaysian E Commerce Journal (MECJ),
(1), 24–32. https://doi.org/10.26480/mecj.01.2020.24.32
Zutter, C. J., & Smart, S. B. (2019). Principles of managerial finance. Pearson London, UK. https://
api.pageplace.de/preview/DT0400.9781292400549_A41609095/preview-9781292400549_
A41609095.pdf
Assoc. Prof. Dr. Masno Marjohan, S.E., M.M., M.M.
Lecturer of the Faculty of Economics and Business, Management Study Program and Master of Post-
graduate Management Pamulang University. Banten. Indonesian
Email: dosen00124@unpam.ac.id
Orcid: 0009-0002-2555-7078
Dr. Sri Retna's Sampurnaningsih, M.Sc.
Lecturer of the Faculty of Economics and Business, Management Study Program and Master of Post-
graduate Management Pamulang University. Banten. Indonesian.
Email: dosen1366@unpam.ac.id
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