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Showing 372 articles found for "Regression"

Determinants of Net Interest Margin in Indonesian Conventional Banks: Evidence from 2020–2024

Zannah, Cindy, Parlina, Nurhana Dhea
Abstract: This study aims to analyze the effect of Capital Adequacy Ratio (CAR), Non Performing Loan (NPL), and Operating Expenses to Operating Income (BOPO) on Net Interest Margin (NIM) in conventional banks listed on the Indonesia… ia Stock Exchange during the 2020-2024 period. This study uses a quantitative approach with an associative research design. The sample was selected using purposive sampling and consisted of 11 conventional banks, resulting in 55 firm-year observations. The data were obtained from annual financial reports, official publications, and relevant banking sources. The data were analyzed using multiple linear regression with IBM SPSS Statistics 25, while the Cochrane-Orcutt method was applied to correct positive autocorrelation in the final model. The results show that CAR has a positive and significant effect on NIM, while NPL and BOPO have negative but insignificant effects on NIM. Simultaneously, CAR, NPL, and BOPO have a significant effect on NIM. The adjusted R-square value of 0.099 indicates that the independent variables explain 9.9% of the variation in NIM. These findings imply that capital adequacy remains an important internal factor in maintaining net interest margins, while credit risk control and operational efficiency should continue to be improved.

Economic Loss Due To Mental Fragility in The Analysis of Provincial Economic Productivity in Indonesia

Taqwa, Muhammad, Soesilowati, Etty, Mukhlis, Imam
Abstract: Mental health is a strategic issue in economics because it affects the quality of human resources and regional economic productivity. This study aims to analyze the impact of schizophrenia, depression, and suicidal ideation… ion on economic losses across provinces in Indonesia and to examine the role of depression treatment as a mediating variable. The study employs a quantitative approach using explanatory research and a cross-sectional design based on secondary data from 2023. Data were obtained from the Indonesian Health Survey (SKI) by the Ministry of Health of the Republic of Indonesia and Regional Gross Domestic Product (PDRB) data from the Central Statistics Agency, with 38 provinces in Indonesia as the units of analysis. Data analysis was conducted using descriptive statistics, multiple linear regression, and causal mediation analysis. The results of the study indicate that schizophrenia, depression, and suicidal ideation have a significant negative effect on economic loss, as proxied by per capita GRDP. Depression is the variable with the greatest negative impact on regional economic productivity. Furthermore, treatment for depression was found to act as a significant mediator capable of mitigating the negative impact of depression on economic loss. These findings indicate that improved access to mental health services contributes to increased community economic productivity and a reduction in regional economic losses. This study makes a theoretical contribution to the development of development economics and health economics research through the integration of mental health variables and regional economic productivity. Practically, the research results underscore the importance of integrating mental health services into regional development policies to improve the quality of human resources and reduce economic loss in Indonesia.

Internal and External Banking Determinants on Conventional Banking Profitability in Indonesia

Sabreena, Alisa Fatin, Soelistyo, Aris, Anindyntha, Firdha Aksari
Abstract: This research aims to analyze the influence of internal and external bank factors which include Capital Adequacy Ratio (CAR), Loan to Deposit Ratio (LDR), Non-Performing Loans (NPL), interest rates, inflation and economic… c growth on Return on Assets (ROA) in conventional banking in Indonesia. This research uses quantitative methods with a causality approach. The data used is secondary data obtained from bank financial reports and official publications related to the research period. The analysis technique used is panel data regression using model selection tests, classical assumption tests, and hypothesis tests. The research results show that all independent variables simultaneously influence ROA. Partially, NPL has a significant negative effect on ROA, while other variables such as CAR, LDR, interest rates, inflation and economic growth show varying effects on bank profitability. This research concludes that credit risk is the dominant factor influencing banking financial performance.

The Influence of Government Financial Report Accountability on The Achievement of SDGS 1 in Indonesia

Sella, Sella, Iqbal, Muhammad, Mustamin, Mustamin, Furqan, Andi Chairil
Abstract: This study aims to analyze the effect of government financial report accountability on the achievement of Sustainable Development Goals (SDGs) 1 in Indonesia. The study used secondary data obtained from the Central Statistics… stics Agency (BPS) and the Supreme Audit Agency (BPK). The study sample consisted of 456 local governments with an observation period of 2021–2022, resulting in 912 observations. The analytical method used was panel data regression with the Generalized Least Squares (GLS) approach and the Random Effects Model (REM). The results showed that government financial report accountability has a positive and significant effect on the achievement of SDG 1. The coefficient value of 0.645 with a significance level of 0.000 indicates that the better the level of local government accountability, the higher the achievement of poverty alleviation. This study proves that transparent, accountable, and effective financial governance can support the success of government programs in improving public welfare and accelerating the achievement of sustainable development in Indonesia.

Measuring Multiple Brand Corporate Image of Garuda Indonesia’s Instagram

Henky Ade Moerales
Abstract: The aviation sector is vital for improving national connections and influencing a nation's reputation. Garuda Indonesia is the national airline of Indonesia that faces the challenge of maintaining the corporate image amid… d competition and rapid digital innovation. Social media, especially Instagram, has become an important medium to improve digital branding and interact with consumers. This study seeks to analyze the impact of brand performance, brand relationship, and brand personality on corporate image via Instagram as a digital branding platform. This research is using quantitative methodology with survey technique with purposive sampling. Multiple linear regression analysis wasperformed on data of 142 Instagram followers of Garuda Indonesia. The findings indicate that brand performance, brand relationship, and brand personality exert positive and significant influences on corporate image, both individually and collectively. Brand personality was the most influential of these elements. The coefficient of determination (R²) was 0.583, which means that the model explains 58.3% of the variance in corporate image. Results show the relevance of integrating functional, emotional and symbolic dimensions in digital branding, with brand personality being a central factor in shaping corporate image.

Determinants of Rice Consumption in South Sulawesi With A Panel Data Approach

Rahman, Abdul
Abstract: This study aims to analyze the factors that affect rice consumption in South Sulawesi Province using a panel data approach for 2018–2024. The dependent variables used are rice consumption (tons), while the independent variables… variables include per capita income, household size, rice production, human development index (HDI), and percentage of poor population. The analysis was performed with a panel data regression model using R software, with a series of model specification tests including the Chow test, the Hausman test, and the Lagrange Multiplier (LM) test. The best model obtained is the Fixed Effect Model (FEM). Partially, the variables of household size and rice production had a significant negative effect on rice consumption, while HDI had a significant positive effect. The variables of per capita income and poverty level have a negative but not significant effect. These results indicate that rice consumption in South Sulawesi is more influenced by social aspects and quality of life than purely economic factors. These findings affirm the importance of food security policies that focus on improving human development, rice distribution efficiency, and strengthening social protection programs to maintain the stability of household food consumption.

AI-Driven Technological Disruption, Digital Literacy, and Alumni Employability: A Quantitative Study of University Graduate

Ramadhana, Muhammad Raja Muda, Amri, Khairul, Novinda, MHD Yavishan
Abstract: Introduction: The rapid development of artificial intelligence (AI) and digital transformation has created both challenges and opportunities for graduate employability, making digital literacy increasingly important in the… he labor market. This study aims to analyze the effect of AI technological disruption and digital literacy on the employability of FEBI UIN Ar-Raniry alumni. Methods: This research employs a descriptive quantitative approach involving 138 alumni selected through snowball sampling. Data were analyzed using validity and reliability tests, classical assumption tests, multiple linear regression, and hypothesis testing (t-test, F-test, and coefficient of determination) using RStudio. Result: The findings demonstrate that AI technological disruption and digital literacy have a significant positive effect on employability, both individually and simultaneously.

Determinants of Stock Returns in Indonesian Property and Real Estate Firms, 2020–2024

Yunus, Ahmad Rifqi, Natsir, Uhud Darmawan, Anwar, Musa, Muh. Ichwan, Rahman, Abdul
Abstract: This study aims to examine the partial influence of firm size, firm value, and systematic risk on stock returns of companies in the property and real estate sector listed on the Indonesia Stock Exchange during the 2020 –2024… ��2024 period. The research employs a quantitative approach and utilizes documentation methods. The population of this study consists of all property and Real estate sector companies within the 2020 –2024 period, The sample was selected using purposive sampling based on predetermined criteria, resulting in 14 companies. Panel data regression analysis was conducted using the Economic Views (EViews) version 12 software. The findings of the study reveal that, Firm size has a positive and significant effect on stock returns of property and real estate sector companies during the 2020–2024 period. Furthermore, firm value (PBV) is shown to have a positive and significant effect on stock returns, and systematic risk (Beta) likewise exerts a positive and significant influence on stock Returns within the same period.

The Influence Of Profitability, Leverage, And Company Size On Tax Avoidance Practices In Public Companies

Bakti, Ilham Teruna, Yuniarso, Yudi Budi, Estiningsih, Wening, Saripah
Abstract: This study investigates the relationship between profitability, leverage, and firm size and tax avoidance practices in publicly listed consumer sector firms during the 2020–2024 period. A quantitative approach was applied… ied using panel data regression analysis, with a sample of six companies selected through purposive sampling. Tax avoidance was measured using the Effective Tax Rate (ETR), while profitability, leverage, and firm size were proxied by Return on Assets (ROA), Debt to Equity Ratio (DER), and the natural logarithm of total assets, respectively. Based on model selection procedures, the Random Effect Model (REM) was identified as the most appropriate specification. The results indicate that, both individually and jointly, profitability, leverage, and firm size do not exhibit a statistically significant effect on tax avoidance. Additionally, the coefficient of determination suggests that the model explains only a limited proportion of the variation in tax avoidance behavior. These findings imply that tax avoidance is likely influenced by factors beyond the financial indicators examined, highlighting the need for future research to incorporate broader determinants, including governance and regulatory aspects. 

The Influence of Quality of Work Life and Personality on Organizational Commitment: A Case Study of Employees at UD Fatoni

Kesan Oktavian Ali, Mukmin Suryatni
Abstract: This study analyzes the influence of Quality of Work Life (QWL) and Personality (Big Five Personality Traits) on employee Organizational Commitment at UD Fatoni in Central Lombok, filling the empirical gap regarding the&#8230; interaction of external and internal factors in the context of local SMEs prone to high turnover. The main objective is to prove the partial and simultaneous influence of both variables on employee commitment. An explanatory quantitative approach was applied with a population of 40 employees using census techniques, primary data through a valid and reliable 5-point Likert questionnaire (Cronbach's Alpha >0.60), and multiple linear regression analysis via IBM SPSS 25 after the classical assumption test was met. The results showed that QWL had no significant effect partially (sig=0.253>0.05; β=0.149), while Personality had a significant positive effect (sig=0.002<0.05; β=0.604), with a strong simultaneous effect (F=8.852; sig=0.001) explaining 32.4% of the commitment variance. In conclusion, internal factors dominate loyalty in trading SMEs, providing theoretical contributions to organizational behavior models and practical implications for management in personality assessment and optimization of basic QWL for sustainable retention.