Proposing a Multidimensional Bankruptcy Prediction Model: An Approach for Sustainable Islamic Banking

被引:8
|
作者
Mehreen, Mehreen [1 ]
Marimuthu, Maran [1 ]
Karim, Samsul Ariffin Abdul [2 ,3 ]
Jan, Amin [1 ]
机构
[1] Univ Teknol PETRONAS, Dept Management & Humanities, Seri Iskandar 32610, Perak, Malaysia
[2] Univ Teknol PETRONAS, Fundamental & Appl Sci Dept, Seri Iskandar 32610, Perak, Malaysia
[3] Univ Teknol PETRONAS, Ctr Smart Grid Energy Res CSMER, Inst Autonomous Syst, Seri Iskandar 32610, Perak, Malaysia
关键词
bankruptcy prediction; financial performance; Islamic banking; sustainability; Shariah governance; CORPORATE SOCIAL-RESPONSIBILITY; FINANCIAL RATIOS; CONVENTIONAL BANKS; DISCRIMINANT-ANALYSIS; EMPIRICAL-EVIDENCE; CREDIT RISK; PERFORMANCE; GOVERNANCE; DISCLOSURE; INSTITUTIONS;
D O I
10.3390/su12083226
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The main purpose of this study is to conceptualize a sustainable banking model for Islamic banking by blending three essential business aspects namely financial performance, Islamic corporate governance, and sustainability practices dimension. In the case of Islamic banking, evidence shows that a Shariah-based bankruptcy prediction model for apprehending the true bankruptcy prediction is over-sighted. This study offers an efficient Shariah-based bankruptcy prediction model by first, reviewing the previously applied conventional bankruptcy prediction models; secondly, by developing and proposing a robust, multidimensional model for predicting bankruptcy in Islamic banking. This framework may have profound implications on the existing bankruptcy evaluation structure of the Islamic banking industry and may provide a strong sustainability management guideline to the global Islamic banking industry.
引用
收藏
页数:18
相关论文
共 50 条
  • [41] Maslahah Approach Towards Imposition of Ta'widh in Islamic Banking
    Norazlina, M.
    Ridzwan, A.
    [J]. GLOBAL JOURNAL AL-THAQAFAH, 2019, : 39 - 48
  • [42] Analysis of a Bankruptcy Prediction Model for Companies in Chile
    Umana-Hermosilla, Benito
    de la Fuente-Mella, Hanns
    Elortegui-Gomez, Claudio
    Ferrada-Rodriguez, Jorge
    Arce-Rojas, Mauricio
    [J]. ADVANCES IN ARTIFICIAL INTELLIGENCE, SOFTWARE AND SYSTEMS ENGINEERING (AHFE 2021), 2021, 271 : 83 - 90
  • [43] A Bankruptcy Prediction Model Using Random Forest
    Joshi, Shreya
    Ramesh, Rachana
    Tahsildar, Shagufta
    [J]. PROCEEDINGS OF THE 2018 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS), 2018, : 1722 - 1727
  • [44] An Islamic Bank's Customers' Approach to Gamify Mobile Banking: UTAUT2 Model Extended
    Gungor, Aysegul Sagkaya
    Kurt, Yusuf Ihsan
    [J]. INTERNATIONAL JOURNAL OF ONLINE MARKETING, 2021, 11 (04) : 23 - 40
  • [45] Threshold Moving Approach with Logit Models for Bankruptcy Prediction
    Stankova, Michaela
    [J]. COMPUTATIONAL ECONOMICS, 2023, 61 (03) : 1251 - 1272
  • [46] Aid effectiveness in sustainable development: A multidimensional approach
    Guerrero, Omar A.
    Guariso, Daniele
    Castaneda, Gonzalo
    [J]. WORLD DEVELOPMENT, 2023, 168
  • [47] Neuro-genetic approach for bankruptcy prediction modeling
    Shin, KS
    Lee, KJ
    [J]. KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS, 2004, 3214 : 646 - 652
  • [48] A Robust Data-Mining Approach to Bankruptcy Prediction
    Divsalar, Mehdi
    Roodsaz, Habib
    Vahdatinia, Farshad
    Norouzzadeh, Ghassem
    Behrooz, Amir Hossein
    [J]. JOURNAL OF FORECASTING, 2012, 31 (06) : 504 - 523
  • [49] Sustainable Development Goals and Islamic Finance: An Integrated Approach for Islamic Financial Institutions
    Muhmad, Siti Nurain
    Muhamad, Rusnah
    Sulong, Farizah
    [J]. INDONESIAN JOURNAL OF SUSTAINABILITY ACCOUNTING AND MANAGEMENT, 2021, 5 (01) : 123 - 136
  • [50] Threshold Moving Approach with Logit Models for Bankruptcy Prediction
    Michaela Staňková
    [J]. Computational Economics, 2023, 61 : 1251 - 1272