Perbandingan Tingkat Akurasi Model Prediksi Financial Distress pada Perusahaan Sektor Property dan Real Estate

Linda Ariany Mahastanti, Astri Dian Utami

Abstract


This study aims to find the most accurate financial distress prediction model for use in the property and real estate sectors listed on the Indonesia Stock Exchange. The financial distress prediction models used in this study are the Altman model, the Springate model, the Zmijewski model, and the Grover model. The population in this study amounted to 79 of property and real estate sector companies listed on the IDX. There are 28 companies in this study that were used as research samples with a total of 112 observations for 4 periods. The sampling process used a purposive sampling technique. The data analysis method used is a different test using McNemar Test on SPSS version 26, the data from the model predictions are compares with sample category 1 (financial distress) and category 0 (non-financial distress). This study also uses robustness check to test the robustness of the first prediction results. The results showed that Grover model was the most accurate predictive model with an accuracy rate of 88 percent, then the Altman model at 76,8 percent, the Springate model at 55,3 percent, and the Zmijewski model at 68 percent.

Keywords


Altman; Financial Distress; Grover; Level of Accuracy; Springate; Zmijewski.

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References


Adharsyah, T. (2019). Sektor Properti Masih Suram, Penjualan Rumah Merosot. Cnbcindonesia.Com. https://www.cnbcindonesia.com/news/20190812115634-4-91312/duh-sektor-properti-masih-suram-penjualan-rumah-merosot

Africa, L. A. (2016). Financial distress for bankruptcy early warning by the risk analysis on go-public banks in Indonesia. Journal of Economics, Business & Accountancy Ventura, 19(2), 259. https://doi.org/10.14414/jebav.v19i2.542

Ambarsari, R. (2020). Analisis Financial Distress Menggunakan Model Altman Z-Score, Springate, Zmijewski, Fulmer, dan Grover Pada Perusahaan Property dan Real Estate Yang Terdaftar di BEI Periode 2016-2018. Unpublished Thesis. Undergraduated Programme. Surakarta: UMS

Angkasa, C., Gozali, Y., Wijaya, R. A., Firdaus, T., Grover, M., Score, S., & Score, Z. (2020). Analisis Perbandingan Keakuratan Memprediksi Financial Distress dengan Menggunakan Model Grover , Springate dan Altman Z-Score pada Perusahaan Pertambangan yang Terdaftar di Bursa Efek Indonesia pada Tahun 2013-2017. Jurnal Ilmiah MEA (Manajemen, Ekonomi, Dan Akuntansi), 4(3), 441–458. https://doi.org/10.31955/mea.vol4.iss3.pp441-458

Assaji, J. P., & Machmuddah, Z. (2017). Rasio Keuangan dan Prediksi Financial Distress. Jurnal Penelitian Ekonomi Dan Bisnis, 2(2), 58–67. https://doi.org/https://doi.org/10.33633/jpeb.v2i2.2042.g1435

Chandra, S., & Defia, W. (2018). Analisis Pengaruh Suku Bunga, Pertumbuhan Ekonomi, Dan Nilai Tukar Terhadap Harga Saham Sektor Property and Real Estate Yang Terdaftar Di Bursa Efek Indonesia (Bei) Periode 2010–2016. Jurnal Akuntansi, Kewirausahaan Dan Bisnis, 3(1), 101–110.

Ditasari, R. A., Sasongko, N., & Triyono. (2019). Comparison of Altman , Springate , Zmijewski and Grover Models in Predicting Financial Distress on Companies of Jakarta Islamic Index ( JII ) on 2013-2017. International Summit on Science Technology and Humanity, 490–504.

Edi, & Tania, M. (2018). Ketepatan Model Altman, Springate, Zmijewski, dan Grover Dalam Memprediksi Financial Distress. Jurnal Reviu Akuntansi Dan Keuangan, 8(1), 79–92. https://doi.org/10.22219/jrak.v8i1.28

Fachrudin, K. A. (2020). The Relationship between Financial Distress and Financial Health Prediction Model: A Study in Public Manufacturing Companies Listed on Indonesia Stock Exchange (IDX). Jurnal Akuntansi Dan Keuangan, 22(1), 18–27. https://doi.org/10.9744/jak.22.1.18-27

Fifrianti, R., & Santosa, P. W. (2019). Prediksi Kebangkrutan Model Springate Pada Industri Telekomunikasi. JEBA (Journal of Economics and Business Aseanomics), 3(1). https://doi.org/10.33476/jeba.v3i1.740

Furqoni, M. H., & Haryono, N. A. (2019). Pengaruh Faktor Fundamental Terhadap Nilai Perusahaan Pada Sektor Properti Dan Real Estate. Jurnal Ilmu Manajemen (JIM), 7(4), 1165–1178.

Gunawan, B., Pamungkas, R., & Susilawati, D. (2017). Perbandingan Prediksi Financial Distress Menggunakan Model Altman, Grover dan Zmijewski. Jurnal Akuntansi Dan Investasi, 18(1), 119–127. https://doi.org/10.18196/jai.18164

Hastuti, R. T. (2018). Analisis Komparasi Model Prediksi Financial Distress Altman, Springate, Grover Dan Ohlson Pada Perusahaan Manufaktur Yang Terdaftar Di Bursa Efek Indonesia Periode 2011-2013. Jurnal Ekonomi, 20(3), 446. https://doi.org/10.24912/je.v20i3.405

Hertina, D., & Kusmayadi, D. (2020). Comparative Analysis Of The Altman, Springate, Grover, And Zmijewski Models As Predicting Financial Distress. Journal Of Archaeology of Egypt, 17(5), 552–561.

Kliestik, T., Valaskova, K., Lazaroiu, G., Kovacova, M., & Vrbka, J. (2020). Remaining financially healthy and competitive: The role of financial predictors. Journal of Competitiveness, 12(1), 74–92. https://doi.org/10.7441/joc.2020.01.05

Komarudin, Syafnita, & Ilmiani, A. (2019). Analisis Komparasi Prediksi Financial Distress Metode Grover, Altman, Springate, Zmijewski, dan Ohlson pada Perusahaan Pertambangan di BEI. Jurnal Ekonomi Dan Bisnis, 22(2), 36–43. https://doi.org/10.31941/jebi.v22i2.991

Kusumaningrum, T. M. (2021). Perbandingan Tingkat Akurasi Model-Model Prediksi Financial Distress Pada Perusahaan Yang Termasuk Kantar’s 2020 Top 30 Global Retails (EUR). Jurnal Ilmiah MEA (Manajemen, Ekonomi, Dan Akuntansi), 5(3), 1309–1327.

Lutfiyyah, I., & Bhilawa, L. (2021). Analisis Akurasi Model Altman Modifikasi (Z”-Score), Zmijewski, Ohlson, Springate dan Grover Untuk Memprediksi Financial Distress Klub Sepak Bola. Jurnal Akuntansi, 13, 46–60. https://doi.org/10.28932/jam.v13i1.2700

Moleong, L. C. (2018). Pengaruh Real Interest Rate dan Leverage Terhadap Financial Distress. Modus - Jurnal Ekonomi Dan Bisnis, 30(1), 71–86. https://doi.org/https://doi.org/10.24002/modus.v30i1.1588

Mualim, M., & Awom, S. B. (2019). Pengaruh Tingkat Pendidikan, Pembangunan Infrastruktur Dan Pembangunan Real Estate Terhadap Tingkat Serapan Tenaga Kerja Di Provinsi Papua Barat Tahun 2010-2014. JFRES: Journal of Fiscal and Regional Economy Studies, 2(1), 12–20. https://doi.org/10.36883/jfres.v2i1.23

Mudjijah, S., Khalid, Z., & Astuti, D. A. S. (2019). Pengaruh Kinerja Keuangan Dan Stuktur Modal Terhadap Nilai Perusahaan Dengan Ukuran Perusahaan Sebagai Variabel Moderasi. Jurnal Akuntansi Dan Keuangan, 8(1), 41–56.

Muzanni, M., & Yuliana, I. (2021). Comparative Analysis of Altman , Springate , and Zmijewski Models in Predicting the Bankruptcy of Retail Companies in Indonesia and Singapore. TIJAB (The International Journal of Applied Business), 5(1), 81–93. https://doi.org/http://dx.doi.org/10.20473/tijab.V5.I1.2021.81-93

Nasri, R., Aini, N., & Sunarti. (2018). Pengukuran Financial Distress dengan Model Foster , Grover, dan Ohlson ( Studi Empiris pada Perusahaan Property dan Real Estate ). Seminar Nasional Penelitian Universitas Muhammadiyah Jakarta, 1(1), 1–13.

Permana, R. K., Ahmar, N., & Djadang, S. (2017). Prediksi Financial Distress Pada Perusahaan Manufaktur Di Bursa Efek Indonesia. Esensi: Jurnal Bisnis Dan Manajemen, 7(2), 149–166. https://doi.org/10.15408/ess.v7i2.4797

Putri, H. T., & Syukri, M. (2020). Penggunaan Model Zmijewski dan Model Grover dalam Memprediksi Kesulitan Keuangan pada Industri Otomotif yang Terdaftar di BEI pada tahun 2014-2018. Ekonomis: Journal Of Economics and Business, 4(September), 268–278. https://doi.org/10.33087/ekonomis.v4i2.169

Rahmat. (2020). Analisis Financial Distress Menggunakan Model Altman Z- Score, Springate, Zmijewski, Grover dan Penilaian Kesehatan Bank Metode Camel. Jurnal ASET (Akuntansi Riset), 12(1), 1–16. https://doi.org/10.17509/jaset.v12i1.23062

Rajagukguk, L., Widyastuty, E., & Pakpahan, Y. (2017). Analisis Pengaruh Kebijakan Dividen, Struktur Asset Dan Pertumbuhan Penjualan Terhadap Kebijakan Hutang Pada Perusahaan Manufaktur Yang Terdaftar Di Bursa Efek Indonesia Tahun 2011-2015. Jurnal Akuntansi, 17(1), 1–14.

Salim, M. N., & Ismudjoko, D. (2021). An Analysis of Financial Distress Accuracy Models in Indonesia Coal Mining Industry: An Altman, Springate, Zmijewski, Ohlson and Grover Approaches. Journal of Economics, Finance and Accounting Studies, 3(2), 01–12. https://doi.org/10.32996/jefas.2021.3.2.1

Sari, V. T., & Atahau, A. D. R. (2020). Analisis Model Springate, Grover Dan Zmijewski Sebagai Alat Prediksi Kebangkrutan Pada PT Asuransi Jiwasraya. IDEI Jurnal Ekonomi Dan Bisnis, 1(2), 91–98. https://doi.org/10.38076/ideijeb.v1i2.16

Sudrajat, M. A., & Wijayanti, E. (2019). Analisis Prediksi Kebangkrutan (Financial Distress) Dengan Perbandinga Model Altman, Zmijewski dan Grover. Inventory: Jurmal Akuntansi, 3(2). https://doi.org/http://doi.org/10.25273/inventory.v3i2.5240

Sumani, S. (2020). Prediksi Financial Distress : Rasio Keuangan Dan Sensitivitas Makroekonomi Perusahaan Sektor Primer. EKUITAS (Jurnal Ekonomi Dan Keuangan), 3(3), 285–305. https://doi.org/10.24034/j25485024.y2019.v3.i2.4153

Wahyuni, S. F., & Rubiyah. (2021). Analisis Financial Distress Menggunakan Metode Altman Z-Score , Springate , Zmijeski Dan Grover Pada Perusahaan Sektor Perkebunan yang Terdaftar di Bursa Efek Indonesia. MANEGGIO: Jurnal Ilmiah Magister Manajemen, 4, 62–72. https://doi.org/10.30596%2Fmaneggio.v4i1.6714

Wulandari, N. P. I., & Artini, L. G. S. (2019). Pengaruh Likuiditas, Non-Debt Tax Shield, Ukuran Perusahaan Dan Pertumbuhan Penjualan Terhadap Struktur Modal. E-Jurnal Manajemen Universitas Udayana, 8(6), 3560. https://doi.org/10.24843/ejmunud.2019.v08.i06.p10

Younas, N., UdDin, S., Awan, T., & Khan, M. Y. (2021). Corporate governance and financial distress: Asian emerging market perspective. Corporate Governance (Bingley), March. https://doi.org/10.1108/CG-04-2020-0119

Zebua, D., & Purnomo, H. (2020). Prediksi Financial Distress Menggunakan Model Zmijewski, springate dan Grover Pada Perusahaan Agrikultur yang Terdaftar di Bursa Efek Indosenia Periode 2014-2018. Equilibrium Jurnal Bisnis& Akuntasni, XIV(1), 31–39




DOI: https://doi.org/10.26905/afr.v5i1.7526

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