PENGARUH RASIO KEUANGAN TERHADAP FINANCIAL DISTRESS PADA PERUSAHAAN ENERGI DI BEI : PENDEKATAN MODEL GROVER

Authors

  • Celline Yulia Isabella Universitas Dian Nuswantoro
  • Lenni Yovita Universitas Dian Nuswantoro
  • Herry Subagyo Universitas Dian Nuswantoro
  • Bara Zaretta Universitas Dian Nuswantoro

DOI:

https://doi.org/10.51903/manajemen.v5i1.971

Keywords:

Financial Distress, Rasio Likuiditas, Rasio Profitabilitas, Rasio Leverage

Abstract

Financial distress is a condition in which a company experiences financial decline prior to bankruptcy. Identifying financial distress is crucial for investors to anticipate the risk of bankruptcy. This study aims to examine the effect of financial distress on financial ratios, specifically liquidity ratio, profitability ratio, and leverage ratio. The population consists of all energy sector companies listed on the Indonesia Stock Exchange (IDX) during the 2019–2023 period. Purposive sampling was used as the sampling technique, resulting in a total of 340 research samples. The dependent variable is measured on a nominal scale, categorized as 0 for non-financial distress issuers and 1 for financial distress issuers. Data analysis was conducted using descriptive statistics, multicollinearity tests, data quality assessments, hypothesis testing, and logistic regression analysis with IBM SPSS version 25 software. The results indicate that the Current Ratio has a significant negative effect on financial distress. Similarly, the Net Profit Margin also has a significant negative effect on financial distress. Meanwhile, the Debt to Equity Ratio has a significant positive effect on financial distress.

References

[1] Aditya Kusuma Wardhana, W. I. (2021). Analysis of Financial Distress with Profitability as Moderation Variable. Jurnal Akuntansi, 25(2), 222. https://doi.org/10.24912/ja.v25i2.807

[2] Agustin, O., Anwar, Y., & Bramana, S. M. (2021). Analisis Rasio Profitabilitas Terhadap Optimalisasi Laba Pada PT Grand Titian Residence PENDAHULUAN Pola umum pembangunan nasional Indonesia memiliki rangkaian secara menyeluruh , terarah , terpadu dan akan berlangsung secara terus menerus . Pembangunan i. 202–215.

[3] Aker, Y., & Karavadar, A. (2023). Using Machine Learning Methods in Financial Distress Prediction: Sample of Small and Medium Sized Enterprises Operating in Turkey. Ege Akademik Bakis (Ege Academic Review). https://doi.org/10.21121/eab.1027084

[4] Akmalia, A. (2020). PENGARUH STRUKTUR MODAL, STRUKTUR ASET DAN PROFITABILITAS TERHADAP POTENSI TERJADINYA FINANCIAL DISTRESS PERUSAHAAN (Studi pada Perusahaan Manufaktur Sektor Aneka Industri yang Terdaftar di Bursa Efek Indonesia periode 2014-2017). Business Management Analysis Journal (BMAJ), 3(1). https://doi.org/10.24176/bmaj.v3i1.4613

[5] Altman I Edward. (1968). Financial Ratios, Discriminant Analysis And The Prediction Of Corpporate Bankruptcy. The Journal Of Finance, XXIII(4), 589–609.

[6] Chen, S., & Shen, Z.-D. (2020). Financial Distress Prediction Using Hybrid Machine Learning Techniques. Asian Journal of Economics, Business and Accounting, 16(2), 1–12. https://doi.org/10.9734/ajeba/2020/v16i230231

[7] FAUZIAH, N., & Khasanah, U. (2022). Pengaruh Rasio Keuangan Terhadap Financial Distress Pada Perusahaan Sub-Sektor Restoran, Hotel, Pariwisata Tahun 2016 – 2020. J-MIND (Jurnal Manajemen Indonesia), 7(1), 58. https://doi.org/10.29103/j-mind.v7i1.7459

[8] Fitrianingsih, D. (2021). PENGARUH CURRENT RATIO, DEBT RATIO, NET PROFIT MARGIN DAN RETURN ON EQUITY TERHADAP FINANCIAL DISTRESS. AKUNTANSI DEWANTARA, 5(2). https://doi.org/10.26460/ad.v5i2.9814

[9] Giarto, R., & Fachrurrozie, F. (2020). The Effect of Leverage, Sales Growth, Cash Flow on Financial Distress with Corporate Governance as a Moderating Variable. Accounting Analysis Journal, 9, 15–21. https://doi.org/10.15294/aaj.v9i1.31022

[10] Handoko, B. L. (2021). Teori Sinyal dan Hubungannya dengan Pengambilan Keputusan Investor. Binus University School of Accounting.

[11] Hutauruk, M. R., Mansyur, M., Rinaldi, M., & Situru, Y. R. (2021). Financial Distress Pada Perusahaan Yang Terdaftar Di Bursa Efek Indonesia. JPS (Jurnal Perbankan Syariah), 2(2). https://doi.org/10.46367/jps.v2i2.381

[12] Irfani, A. S. (2020). Manajemen Keuangan dan Bisnis; Teori dan Aplikasi. In Manajemen Keuangan dan Bisnis Teori dan Aplikasi.

[13] Israt Shamsi, N. (2017). Impact of Financial Leverage on Firm Performance: A Panel Data Study. Global Review of Accounting and Finance, 8(2), 62–82. https://doi.org/10.21102/graf.2017.09.82.05

[14] Jensen, M., & Meckling, W. (2012). Theory of the firm: Managerial behavior, agency costs, and ownership structure. The Economic Nature of the Firm: A Reader, Third Edition, 283–303. https://doi.org/10.1017/CBO9780511817410.023

[15] Judijanto, L., Sihotang, J., & Simbolon, A. P. H. (2024). Early warning systems for financial distress: A machine learning approach to corporate risk mitigation. International Journal of Basic and Applied Science, 13(1), 14–27. https://doi.org/10.35335/ijobas.v13i1.470

[16] Kartika, R., & Hasanudin, H. (2019). ANALISIS PENGARUH LIKUIDITAS, LEVERAGE, AKTIVITAS, DAN PROFITABILITAS TERHADAP FINANCIAL DISTRESS PADA PERUSAHAAN TERBUKA SEKTOR INFRASTRUKTUR, UTILITAS, DAN TRANSPORTASI PERIODE 2011-2015. Oikonomia: Jurnal Manajemen, 15(1). https://doi.org/10.47313/oikonomia.v15i1.640

[17] Kasmir. (2019). Analisis Laporan Keuangan, Cet. 11. In Raja Grafindo Persada.

[18] Kraus, A., & Litzenberger, R. H. (1973). A State-Preference Model of Optimal Financial Leverage. The Journal of Finance, 28(4), 911. https://doi.org/10.2307/2978343

[19] Kustiana, Neni., & Halim, Sofyan. (2022). Pengaruh Likuiditas, Leverage, dan Aktivitas Terhadap Financial Distress (Studi Empiris Pada Perusahaan Sektor Transportasi Yang Terdaftar di BEI Periode 2016-2019). Jurnal Ilmu Ekonomi Dan Sosial, 11(03), 243–257. https://doi.org/10.22441/jies.v11i3.17546

[20] Kusumastuti, R., Tiswiyanti, W., & Marselina, S. (2023). Analisis Perbandingan Potensi Financial Distress Sebelum dan Selama Pandemi COVID-19 Menggunakan Metode Grover, Springate dan Zmijewski. Owner, 7(2). https://doi.org/10.33395/owner.v7i2.1331

[21] Ling, Y., & Wang, P. P. (2024). Ensemble Machine Learning Models in Financial Distress Prediction: Evidence from China. Journal of Mathematical Finance, 14(02), 226–242. https://doi.org/10.4236/jmf.2024.142013

[22] Mahaningrum, A. A. I. A., & Merkusiwati, N. K. L. A. (2020). Pengaruh Rasio Keuangan pada Financial Distress. E-Jurnal Akuntansi, 30(8), 1969. https://doi.org/10.24843/eja.2020.v30.i08.p06

[23] Maharani, Y. A., & Mawardhi, W. (2022). Pengaruh Profitabilitas, Firm Size, dan Growth Terhadap Nilai Perusahaan dengan Struktur Modal Sebagai Variabel Intervening (Studi Kasus Pada Perusahaan Food And Beverage Yang Terdaftar Pada Bursa Efek Indonesia Tahun 2015-2020). Diponegoro Journal of Management, 11(1), 1–12.

[24] Martono, N. P., & Ohwada, H. (2023). Financial Distress Model Prediction Using Machine Learning: A Case Study on Indonesia’s Consumers Cyclical Companies. Communications in Computer and Information Science, 1753 CCIS(January), 53–61. https://doi.org/10.1007/978-3-031-23633-4_5

[25] 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

[26] Myers, S. C., & Majluf, N. S. (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

[27] Nasib, E. A. B. P. L. H. M. (2023). The Impact Of Npm, Roi, Roe And Cash Ratio On Financial Distress (Study Of Manufacturing Companies In The Consumption Goods Industrial Sector Listed On The Indonesia Stock Exchange In 2019 - 2021). Jurnal Ekonomi, 12(02), 888–899.

[28] Nugraha, D. A., & Nursito, N. (2021). Pengaruh Current Ratio, Debt To Equity Ratio, Dan Return On Equity Terhadap Financial Distress. Journal of Economic, Bussines and Accounting (COSTING), 4(2). https://doi.org/10.31539/costing.v4i2.1699

[29] Rahma, A. (2020). Analisis Pengaruh Profitabilitas, Leverage dan Likuiditas terhadap Financial Distress. JABI (Jurnal Akuntansi Berkelanjutan Indonesia), 3(3). https://doi.org/10.32493/jabi.v3i3.y2020.p253-266

[30] Septiani, T. A., Siswantini, T., & Murtatik, S. (2021). PENGARUH LIKUIDITAS, LEVERAGE DAN PROFITABILITAS TERHADAP FINANCIAL DISTRESS PADA SEKTOR INDUSTRI BARANG KONSUMSI YANG TERDAFTAR DI BEI. Jurnal Apresiasi Ekonomi, 9(1). https://doi.org/10.31846/jae.v9i1.335

[31] Septyanto, D., & Welandasari, N. F. (2020). Effect of current ratio, debt to asset ratio, and return on assets on financial distress in Indonesia Stock Exchange. The 2nd International Conference on Strategic Mental Revolution (ICoSMR), 231–247.

[32] Stepani, P. N., & Nugroho, L. (2023). Pengaruh Profitabilitas, Likuiditas, Leverage, dan Ukuran Perusahaan Terhadap Financial Distress Pada Perusahaan Consumer Non-Cyclicals yang Terdaftar di Bursa Efek Indonesia Periode 2019-2021. Journal of Trends Economics and Accounting Research, 3(3), 194–205. https://doi.org/10.47065/jtear.v3i3.551

[33] Sudaryo, Y., Devi, W. S. G. R., Purnamasari, D., Kusumawardani, A., & Hadiana, A. (2021). Pengaruh Current Ratio (CR) Debt To Equity Ratio (DER) Dan Net Profit Margin (NPM) Terhadap Financial Distress (Pada Perusahaan Jasa Sub Sektor Perhotelan, Restoran Dan Pariwisata Yang Terdaftar Di Bursa Efek Indonesia (BEI) Periode 2016-2020). Ekonam: Jurnal Ekonomi, Akuntansi & Manajemen, 3(1). https://doi.org/10.37577/ekonam.v3i1.318

[34] Sugandi, D. S., & Gantyowati, E. (2024). Enhancing Financial Resilliance: a Study of Financial Ratios to Predict Financial Distress in Indonesian Life Insurance Firms During Covid-19 Era. Jurnal Aplikasi Bisnis Dan Manajemen, 10(1), 22–34. https://doi.org/10.17358/jabm.10.1.22

[35] Susanti, M., & Samara, A. (2021). Analysis of profitability, leverage, liquidity, and activity of financial distress basic study of chemical sub sector industry listed on BEI. Jurnal Ekonomi LLDIKTI Wilayah 1 (JUKET), 1(1). https://doi.org/10.54076/juket.v1i1.39

[36] Susanto, I., & Setyowati, I. (2021). Pengaruh Net Profit Margin dan Return On Asset Terhadap Financial Distress Perusahaan Sektor Pertambangan Batubara yang Terdaftar di Bei Periode 2014 – 2018. Jurnal Pajak Vokasi (JUPASI), 2(2), 78–84. https://doi.org/10.31334/jupasi.v2i2.1432

[37] Syahputra, R. M., & Karyadi. (2022). Pengaruh Profitabilitas Dalam Memprediksi Financial Distress PT. Pos Indonesia. Management Studies and Enterpreneurship Journal, 3(5).

[38] Trisanti, T. (2020). Analysis of Factors that Lead to Financial Distress for Property and Real Estate Companies in Indonesia. INOBIS: Jurnal Inovasi Bisnis Dan Manajemen Indonesia, 3(3). https://doi.org/10.31842/jurnalinobis.v3i3.139

[39] Utami, D. W., Atmaja, H. E., & Hirawati, H. (2021). The Role of Financial Ratios on the Financial Distress Prediction. Kinerja, 25(2), 287–307. https://doi.org/10.24002/kinerja.v25i2.4661

[40] Wardani, D. K., & Hidayati, Y. (2022). Pengaruh Ukuran Perusahaan terhadap Financial distress dengan Corporate Social Responsibility (CSR) sebagai Variabel Moderating. Balance Vocation Accounting Journal, 5(2), 113. https://doi.org/10.31000/bvaj.v5i2.5425

[41] Wibowo, A., & Susetyo, A. (2020). Analisis Pengaruh Profitabilitas, Likuiditas, Operating Capacity, Sales Growth Terhadap Kondisi Financial Distress pada Perusahaan Manufaktur yang Terdaftar di Bursa Efek Indonesia Tahun 2015-2018. Jurnal Ilmiah Mahasiswa Manajemen, Bisnis Dan Akuntansi (JIMMBA), 2, 927–947. https://doi.org/10.32639/jimmba.v2i6.687

[42] Yosandra, D. S. A., & Sembiring, F. M. (2022). FAKTOR – FAKTOR YANG MEMPENGARUHI FINANCIAL DISTRESS (Studi pada beberapa Badan Usaha Milik Negara di Indonesia). Ekspansi: Jurnal Ekonomi, Keuangan, Perbankan, Dan Akuntansi, 14(1), 22–41. https://doi.org/10.35313/ekspansi.v14i1.3629

[43] Zainudin, Z., Hassan, H., Jaafar Sidik, M. H., & Zaini, S. M. (2023). Prediction Financial Distress: The Pro-Technology Technique of Altman Z-Score Model. Journal of Information Technology Management, 15(2), 25–45. https://doi.org/10.22059/jitm.2023.92334

[44] Zmijweski, M. E. (1984). Methodological Issues Related to the Estimation of Financial Distress Prediction Models. Journal of Accounting Research, 22, 59–82.

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Published

2025-05-21

How to Cite

Celline Yulia Isabella, Lenni Yovita, Herry Subagyo, & Bara Zaretta. (2025). PENGARUH RASIO KEUANGAN TERHADAP FINANCIAL DISTRESS PADA PERUSAHAAN ENERGI DI BEI : PENDEKATAN MODEL GROVER. MANAJEMEN, 5(1), 319–342. https://doi.org/10.51903/manajemen.v5i1.971