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The Influence of Financial Ratios and Non-Accounting Information on Credit Decisions at Bank Syariah Indonesia (BSI) Edy Zulfiar; Faisal Faisal; Mariana Mariana; Anhar Firdaus; Diana Diana
KEUNIS Vol. 14 No. 2 (2026): JULY 2026
Publisher : Finance and Banking Program, Accounting Department, Politeknik Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32497/keunis.v14i2.7089

Abstract

This quantitative causal-associative study investigates the influence of financial ratios—i.e., Fixed Assets Turnover (FATO), Return on Net Worth (RONW), and Debt-to-Equity Ratio (DER)—and non-accounting information on credit decisions at Bank Syariah Indonesia (BSI) in Pidie Regency, Aceh, during 2023–2024. Using a census, data were collected from 359 credit recipients, combining secondary financial reports and internal credit documentation. Multiple linear regression and path analysis were performed to examine both the direct and mediating effects of the research variables. The results show that FATO (β = 0.478, p < 0.001) and RONW (β = 0.174, p < 0.001) positively impact credit decisions, whereas the influence of DER (β = 0.028, p = 0.279) is not significant. Meanwhile, non-accounting information (β = 0.154, p = 0.013) both directly affects credit decisions and mediates the relationship between financial ratios and lending outcomes, increasing the explanatory power by 1.2% (ΔR² = 0.012). These findings indicate that qualitative factors, such as managerial integrity, borrower reputation, and business environment, enhance the assessment of creditworthiness. This study contributes to Islamic banking practices by integrating financial and non-financial indicators, providing a more holistic approach for evaluating credit risk and supporting accurate, fair, and sustainable credit decisions.
Pengaruh GCG dan CSR dalam Meningkatkan Kinerja Keuangan Bank di BEI Anhar Firdaus; Mariana Mariana; Diana Diana; Julia Alfianti; Ryanda Saputra; Alya Maula Aztari
Owner : Riset dan Jurnal Akuntansi Vol. 9 No. 2 (2025): Artikel Riset April 2025
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/owner.v9i2.2672

Abstract

This inquire about examines the impact of Good Corporate Governance (GCG) and Corporate Social Responsibility (CSR) on the budgetary execution of banks recorded on the Indonesia Stock Trade (IDX). Utilizing a numerous direct relapse approach, the consider assigns Return on Assets (ROA) as the subordinate variable, whereas GCG and CSR work as autonomous factors. The test determination takes after a purposive inspecting strategy, centering on banks that reliably discharge yearly and monetary reports containing GCG and CSR revelations. Some time recently testing the speculations, a few classical suspicion tests—such as multicollinearity, heteroscedasticity, and autocorrelation tests—are conducted to guarantee the model's legitimacy. The discoveries uncover that GCG emphatically and altogether impacts money related execution, while CSR does not illustrate a outstanding impact. These comes about suggest that well-implemented GCG improves benefit, whereas CSR activities may require a more key arrangement to affect money related results straightforwardly. 
THE MEDIATING ROLE OF BUDGET RATCHETING ON OWN-SOURCE REVENUE AND REVENUE SHARING FUNDS' EFFECT ON CAPITAL EXPENDITURE Faisal Faisal; Akmal Huda Nasution; Edy Zulfiar; Mariana Mariana; Anhar Firdaus; Rulyanti Susi Wardhani
International Journal of Accounting and Finance in Asia Pasific (IJAFAP) Vol 9, No 1 (2026): February 2026
Publisher : AIBPM Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32535/ijafap.v9i1.4620

Abstract

Objectives:      This study aims to analyze the direct effect of Local Own-Source Revenue (PAD) and Revenue Sharing Fund (DBH) on Capital Expenditure, as well as to examine the mediating role of Budget Ratcheting in these relationships.Methodology: The research employs a quantitative approach with multiple linear regression analysis, utilizing time-series cross-sectional data from 23 regencies/cities in Aceh Province over a five-year period (2018–2022). Data were obtained from audited Local Government Financial Statements (LKPD), covering PAD, DBH, Capital Expenditure, and Budget Ratcheting variables. The analysis was conducted using SPSS version 25, with classical assumption tests applied to ensure model validity.Findings:         The results show that PAD does not have a statistically significant effect on Capital Expenditure (p = 0.234), suggesting the presence of contextual influences such as governance quality and fiscal policy implementation. Conversely, DBH demonstrates a significant positive impact on Capital Expenditure (p = 0.000), consistent with prior studies emphasizing its role in enhancing local government investment capacity. Mediation analysis reveals that Budget Ratcheting strengthens the relationship between PAD and Capital Expenditure despite the initial insignificance (p = 0.015). Moreover, Budget Ratcheting mediates the relationship between DBH and Capital Expenditure with a notable negative adjustment effect (p = 0.005).Conclusion:     The study highlights the critical role of revenue-sharing mechanisms and adaptive budgeting practices in supporting regional development. Strengthening fiscal management and enhancing budget flexibility are recommended strategies to maximize the effectiveness of local revenue streams in driving capital expenditures.