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The Comparison of the Effectiveness of Bankruptcy Prediction Methods: A Literature Review on Altman, Grover, Springate, and Zmijewski Models Holiawati, Holiawati; Rizanti , Puti Zhafirah; Mariati, Mariati; Sukmana, Eka
The Future of Education Journal Vol 5 No 1 (2026)
Publisher : Lembaga Penerbitan dan Publikasi Ilmiah Yayasan Pendidikan Tumpuan Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61445/tofedu.v5i1.1551

Abstract

This study aims to analyze and compare the effectiveness of four bankruptcy prediction models Altman Z-Score, Grover, Springate, and Zmijewski in detecting financial distress within companies for the 2021–2025 period. Employing a scoping review method, this research examines relevant scientific articles published during this timeframe to map which model maintains the most consistent accuracy amidst post-pandemic economic dynamics. The literature analysis indicates that the Altman Z-Score model tends to exhibit the highest precision due to its comprehensive variables, which encompass aspects ranging from liquidity to accumulated profitability. Meanwhile, the Springate and Grover models demonstrate robust performance in assessing operational efficiency, although the Grover model frequently yields more optimistic results. On the other hand, the Zmijewski model was found to have a lower accuracy rate due to its narrow focus on leverage ratios. This study concludes that selecting the appropriate prediction model is crucial for investors and management in implementing early financial risk mitigation. This research recommends the integration of these models tailored to specific industry characteristics to achieve more accurate and credible detection results.
The Role Moderating of Industrial Competition in The Effect Of Corporate Governance and Risk Management on Sustainability Performance Rakhmawati Oktavianna; Holiawati Holiawati; Endang Ruhiyat
JASS (Journal of Accounting for Sustainable Society) Vol. 7 No. 01 (2025): Vol 7 No 1 (2025): JASS Edisi Juni 2025
Publisher : Sekolah Tinggi Ilmu Ekonomi Sutaatmadja

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35310/jass.v7i01.1429

Abstract

This research aims to examine and analyze the role of industrial competition in moderating the relationship between corporate governance and risk management and sustainability. This type of research is associative quantitative. The population is industrial companies listed on the Indonesia Stock Exchange in 2017-2021, with sample 33 industrial companies. Determination of number of samples uses purposive sampling method. The hypothesis was tested using eviews 10 program with panel data regression and Moderated Regression Analysis (MRA). The research results show that governance has no effect on sustainability performance, but risk management has an effect on sustainability performance. Meanwhile, Industrial Competition strengthens the relationship between governance and sustainability performance and Industrial Competition weakens the relationship between risk management and sustainability performance
Is There Any Moderating Role of Good Corporate Governance in Sustainability Performance? Holiawati, Holiawati; Ruhiyat, Endang; Hakim`, Dani Rahman
Jurnal ASET (Akuntansi Riset) Vol 17, No 1 (2025): JURNAL ASET (AKUNTANSI RISET) JANUARI-JUNI 2025
Publisher : Universitas Pendidikan Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17509/jaset.v17i1.78741

Abstract

We examine the moderating role of good corporate governance in the effect of green intellectual capital and enterprise risk management on sustainability performance. We gathered 174-panel data from 29 Indonesian industrial sector companies from 2018 – 2023. The data was then estimated using a random effect estimator to test our hypotheses. We found that green intellectual capital and enterprise risk management affect sustainability performance as measured by the sustainability balanced scorecard proxy. On the other hand, good corporate governance did not affect SP but had a negative moderating role in enterprise risk management on sustainability performance. The higher the good corporate governance, the positive effect of enterprise risk management on sustainability performance would become smaller. Companies with high enterprise risk management tend to have better sustainability performance, although their good corporate governance is in worse conditions. This style fact indicates that there is some trade-off between good corporate governance and enterprise risk management. In other words, the high sustainability performance of industrial sector companies is more driven by interest in minimizing risk, not by the quality of the company's good corporate governance. Employing good corporate governance as a moderator variable in the influence of green intellectual capital and enterprise risk management on sustainability performance is a novelty that we offer
Co-Authors Abdul Latif Adhania, Safira Afridayani, Afridayani Alfi Fadhilah, Alfi Andini, Andini Anjelia, Viona Antonius Antonius Arga Priambada Argunanto, Argunanto Arifin, Deni Arimani, Corie Ariyanto, Dedi Augustin, Lestari Awa, Anastasia Azizah, Suli Nur Baity, Namira Nur Bastiansyah, Dodi Cahyani Putri, Wulandari Cahyani, Yenni Dwi Saputra, Aditya Rizkia Eka Sari, Eka Endang Ruhiyat Erick Valentine Eveline Meisya Fadilah, Mohamad Arif Fajar, Nanda Kurnia Fatahillah, Rosadi Fathimah, Siti Nurul Friyansyah, Aldy Gunawan, Ester Hanna Guntur Ramadan Hakim, Sultan Maulana Hakim`, Dani Rahman Hamsinah Hamsinah, Hamsinah Hamzah, M. Imron Harijanto, Tabita Novikurniasari Haussain Irsyad, Achmad Dias Hirmaleny, Yenny Iin Rosini Iman Syatoto Indra Lesmana Jaenudi, Jaenudi Jati, Waluyo Jhosefine, Octalivia Kherani, Evi Khotimah, Maryatus Kusnul Kusumaningsih, Ani Lahagu, Yefita Lindawati Lindawati Luvito, Andi Mahfudyanto, Akhirul Malik, Muhamad Abdul Marheni Marheni Mariati Mariati Masno Marjohan Maulana, Ingga Muliyani Muliyani Nasution, Nurjamilah Nduru, Yuni Nofryanti Nofryanti Nofryanti, Nofryanti Nopagia, Nopagia Nur Afni Nurizka Dewi, Sekar Gusti Nurlina Nurlina Pertiwi, Alusia Vita Rinda Prasetyo, Wahyu Heri Pratama, Tiara Pratiti, Dian Pratiwi, Adhitya Putri Priambada, Arga Rachmawaty Rachmawaty Rachmawaty Rachmawaty, Rachmawaty Rahadian, Muhammad Fauzan Rakhmawati Oktavianna Rismala, Lina Indra Rizanti , Puti Zhafirah Rizqillah, Fahmi Rohmah, Siti - Ruhiyat, Enang Ruhiyat, Endang Sanaya, Feby Rani Sandjaja, Agustina Setyo Supratno Sigit, Yoga Arief Mart Sihite, Renny Novsellia Sri Agustina, Sri Sri Hartutik Sugiyanto - Suhaeri, Aldo Aulia Sukmana, Eka Sunardi, Nardi Suprayogi Suprayogi Suripto Suripto Suripto, Suripto - Syatoto, Iman Tatariyanto, Firman Valentine, Erick Waluyo Jati Wardana Wardana Waryanto, Hendro Widiyati, Dian Widya Ningsih Wijaya, Safta Wijaya, Uki Budi Wijaya, Uki Budi Wijaya Wulan, Defina Andany Wulandari, Estha Yati, Heni Zahra, Indri Eliza