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Muhammad Pikar; M. Radityatama; Rian Fransisco; Agiel Pranata; Winstoon Yordan

Akuntansi Pajak dan Kebijakan Ekonomi Digital 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to examine the effect of working capital efficiency and leverage on profitability and its implications for firm value in manufacturing companies listed on the Indonesia Stock Exchange (IDX) during the 2020–2025 period. The post-COVID-19 pandemic condition has increased operational risks for manufacturing companies due to fluctuations in interest rates, exchange rates, cash management, inventories, and receivables. Therefore, companies are required to implement more effective financial strategies to maintain competitiveness. Profitability is positioned as an intervening variable because previous studies showed inconsistent results regarding the relationship between working capital efficiency, leverage, profitability, and firm value. This research uses a quantitative approach with path analysis to examine direct and indirect relationships among variables. The population consists of all manufacturing companies listed on the IDX, while the sample includes 45 companies selected from 270 firms using purposive sampling based on specific criteria, such as consistent listing and financial performance. The results indicate that working capital efficiency has a significant positive effect on profitability, leverage has a significant negative effect on profitability, profitability significantly increases firm value, and profitability fully mediates the effect of working capital efficiency and leverage on firm value. These findings provide theoretical and practical implications for managers and investors in financial decision-making.

Maiz Wachid Anshorie; Anik Farida; Ela Nurlaela; Abdul Azis; Syaeful Bahri

Jurnal Manajemen dan Ekonomi Bisnis 2026 Pusat Riset dan Inovasi Nasional

This study examines the determinants of the Jakarta Composite Index (JCI) based on three main macroeconomic factors namely inflation, the USD/IDR exchange rate, and the SBI interest rate (BI Rate) covering the period January 2020 to December 2025, in the context of post-COVID-19 pandemic recovery and global economic turmoil. A quantitative approach was employed using the Ordinary Least Squares (OLS) method, with 72 monthly observations derived from secondary data sourced from official institutions including Bank Indonesia (BI), the Central Statistics Agency (BPS), the Indonesia Stock Exchange (IDX), and the Financial Services Authority (OJK). Classical assumption tests were applied comprising the Jarque-Bera normality test, Variance Inflation Factor (VIF) for multicollinearity, Breusch-Godfrey for autocorrelation, White Test for heteroscedasticity, and Ramsey RESET for model specification. Partially, inflation, exchange rate, and BI Rate each demonstrate a positive and significant effect on the JCI (p < 0.05). Simultaneously, all three variables exert a significant combined influence on the JCI, with a coefficient of determination R² = 0.4414, indicating that the model explains 44.14% of the variation in the JCI. The remaining 55.86% is attributed to other variables outside the model. Classical assumption test results reveal violations of normality, autocorrelation, and heteroscedasticity assumptions, although the model is free from multicollinearity. These findings confirm that Bank Indonesia's monetary policy has a significant and measurable impact on capital market performance. Further research is recommended using more advanced time series models such as GARCH or VECM to address violations of classical assumptions and improve estimation efficiency.

Sirilia Sesilma Jinate Ruben; Elisabeth Lauboling; Maria Yovita R. Pandin

Jurnal Riset Rumpun Ilmu Ekonomi 2026 Lembaga Pengembangan Kinerja Dosen

This study evaluates how macroeconomic variables such as interest rates, inflation, and exchange rates affect the returns on corporate bonds issued by the banking sector in Indonesia. Corporate bonds are an attractive investment alternative, but their performance is highly influenced by fluctuations in national economic conditions. This study uses secondary data obtained from company financial reports, macroeconomic data, and bond market information over a certain period. Multiple linear regression analysis is applied to assess the extent to which each factor affects bond returns. The analysis results indicate that increases in interest rates and inflation tend to reduce bond returns, while the effect of exchange rates is inconsistent and depends on the economic stability at the time. These findings can serve as important considerations for investors, financial analysts, and policymakers in managing risks and opportunities in the Indonesia banking bondmarket.

Helnisa Helnisa; Agus Zahron Idris

Jurnal Mutiara Ilmu Akuntansi (JUMIA) 2026 Pusat Riset dan Inovasi Nasional

The study aims to analyze the influence of financial distress, leverage, and macroeconomic fundamentals on financial reporting fraud in state-owned enterprises (SOEs) listed on the Indonesia Stock Exchange (IDX) for the 2020–2024 period. A quantitative approach coupled with multiple linear regression analysis was employed. A saturated sampling technique was used to select 23 companies with 115 observation units. The data used were secondary data from published financial reports on the IDX. The results indicate that financial distress and macroeconomic fundamentals have no effect on financial reporting fraud, while leverage has a positive effect on financial reporting fraud. The model in this study is able to explain 6.9% of the variation in financial reporting fraud, while the remaining amount is influenced by factors outside the model. These findings indicate that companies with high debt levels are more likely to commit financial reporting fraud, while companies with financial problems and high interest rates are less likely to commit financial reporting fraud.

Wisnu Hari Nugraha Bintoro; Destian Andhani

Jurnal Ekonomi dan Keuangan 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to analyze the effect of inflation and interest rates on the stock prices of banking companies listed in the IDX80 index on the Indonesia Stock Exchange for the 2019–2024 period. Research data were obtained from official reports of banking company stock prices as well as inflation and interest rate data from Bank Indonesia. The study used a quantitative approach with multiple linear regression methods through the SPSS application, and classical assumption tests were conducted as a requirement for analysis. The study population included all IDX80 banking companies, with a saturated sampling technique resulting in five banks that met the criteria during the study period. The results of the partial test indicate that inflation has a positive and significant effect on stock prices, while interest rates have a negative and significant effect on stock prices. This indicates that stable inflation can still improve the performance of the banking sector, while rising interest rates tend to depress stock prices due to increased borrowing costs and a shift in investment to other instruments. The results of the simultaneous test also show that inflation and interest rates together have a significant effect on the stock prices of IDX80 banking companies. The results show that inflation has a significant positive effect on stock prices with a significance value of 0.034, while interest rates have a significant negative effect with a significance value of 0.018. Simultaneously, inflation and interest rates have a significant effect on stock prices with a calculated F value of 14.549 > Ftable 2.70 and a significance of 0.000 < 0.05.

Irlenda Octaviani Torada; Wenten, I Ketut

JURNAL EKONOMI MANAJEMEN AKUNTANSI 2026 sekolah Tinggi Ilmu Ekonomi Dharma Putra Semarang

This study aims to examine and analyze the role of interest rates in strengthening or weakening the effect of Tax Planning and Financial Distress on Firm Value. This research employs a quantitative approach. The population of this study consists of consumer non-cyclical sector companies listed on the Indonesia Stock Exchange (IDX) during the period 2020-2024, totaling 128 companies. The research sample was selected using purposive sampling, resulting in 42 companies that met the specified criteria, with a total of 210 observations. Panel Data Linear Regression Analysis and Moderated Regression Analysis (MRA) were conducted using Microsoft Excel and E-Views version 12. The results indicate that Tax Planning has no significant effect on Firm Value, while Financial Distress has a significant effect on Firm Value. Regarding the moderating variable, the interest rate is unable to strengthen or weaken the effect of Tax Planning on Firm Value; however, Interest Rates are able to moderate (weaken) the effect of Financial Distress on Firm Value.

Dwifani Syuhra Ritonga; Sri Astuty; Abdul Rajab; Irwandi Irwandi; Muhammad Syafri

International Journal of Economics and Management Sciences 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to analyze the influence of interest rates, exchange rates, and coffee production on the value of coffee exports in South Sulawesi. The background of this study is based on the condition of South Sulawesi coffee exports which have experienced significant fluctuations in recent years despite coffee production tending to increase. This study uses a quantitative approach with time series data for the period 2009-2023 sourced from the World Bank, International Monetary Fund and the Directorate General of Plantations, the Food Crops, Horticulture and Plantation Service of South Sulawesi Province. Data analysis was conducted using multiple linear regression through the EViews 12 application with the classical assumption test as a model prerequisite. The results show that partially interest rates have a significant effect on coffee exports, while exchange rates and coffee production do not have a significant effect. Simultaneously, the three independent variables do not have a significant effect on the value of coffee exports. This finding indicates that external factors, especially interest rates, are more dominant in determining the performance of South Sulawesi coffee exports than internal factors of production and exchange rates.

Maria Yovita R Pandin; Alif Fa’is Nurfadila; Ahmad Fauzan Aditama; Dewa Wahyu Ananta; Rio Anggara Putra +1 more

International Journal of Economics, Management and Accounting 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to analyze the effect of global diversification, exchange rates, and interest rates on the performance of mixed mutual funds in Indonesia during the period 2020–2024. The method used is a quantitative approach with the Partial Least Squares–Structural Equation Modeling (PLS-SEM) technique, using secondary data from the Financial Services Authority, Bank Indonesia, and Bareksa. The sample consists of three mixed mutual fund products that meet the criteria of portfolio data completeness, net asset value, and performance report publication. The results show that exchange rates have a positive and significant effect on mutual fund performance, indicating that exchange rate fluctuations play an important role in determining changes in portfolio returns. The global diversification variable proved to have no significant effect, illustrating that exposure to international markets has not provided stable benefits in improving the performance of mixed mutual funds. Interest rates also did not show a significant effect because the composition of mixed portfolios was able to withstand the impact of monetary policy changes. Simultaneously, the three independent variables were able to explain 66.7 percent of the variation in mixed mutual fund performance, indicating that macroeconomic dynamics and portfolio strategies have an important contribution in influencing the performance of this collective investment instrument.

Siti Trizuwani; Cecep Castrawijaya

Jurnal Bisnis, Ekonomi Syariah, dan Pajak 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

In this era of digital disruption, Islamic banks face significant challenges in maintaining public trust. Despite growth in assets and market share, many believe that Islamic banks operatein much the same way as conventional banks, while financing marginsare often considered higher than conventional bank interest rates. This perception contributes to low public trust, declining interest in saving, and public hesitation in using Islamic financing products. This study aims to explore how entrepreneurialinnovation and internalization of da'wah values canbe strategies to rebuild public trust in Islamic banks. Using the library research method, this study analyzes secondary data from scientific journals, reports, andliterature related to Islamic banking, digital transformation, and Islamic managerial ethics Islam. The results of the study show that the integration of dakwah princip lessuch as transparency, fairness, and ethical management in entrepreneurial practicesand digital innovation can strengthen public trust andincrease the competitiveness of Islamic banks. This study provides theoretical and practical insights for Islamic banks to align digital innovation and business strategies with core Islamic values, there by supporting financial sustainability and social legitimacy.

Danang Valpareza Faturrachman; Muhammad Faiz Adzikra Herwandi; Muhammad Rayhan; Ridwan Zulpi Agha

Jurnal Ilmiah Ekonomi, Akuntansi, dan Pajak 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study examines the challenges encountered by auditors in evaluating the fairness of notes payable and equity accounts as part of the financial statement audit process. These accounts carry a high risk of misstatement when recognition, measurement, or disclosure does not align with applicable standards. The purpose of this research is to provide an in-depth overview of the procedures, techniques, and professional judgments applied by auditors in assessing the fairness of both accounts, including issues related to misclassification, incomplete audit evidence, and limited responses from third-party confirmations. This study employs a descriptive qualitative method through a literature review of relevant academic publications. The findings indicate that auditors frequently face obstacles such as the mixing of accrued interest with the principal amount, low confirmation response rates, and inadequate supporting documentation. These challenges require auditors to perform alternative procedures and strengthen substantive testing to obtain sufficient and appropriate audit evidence. The implications of this study highlight the need for consistent application of auditing standards, comprehensive documentation, and effective communication with clients to ensure financial statements present a true and fair view.

Muhammad Fahmi Hidayat; Nasiruddin Nasiruddin; Dumadi Dumadi; Anisa Sains Kharisma; Roni Roni

International Journal of Economics, Management and Accounting 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study examines the influence of credit interest rates and third-party funds on the credit distribution of PT BPR BKK Banjarharjo, Brebes Regency, using a quantitative approach based on secondary data from monthly financial reports between 2020 and 2024, amounting to 60 observations. The results show that, partially, credit interest rates exert a negative and significant effect on credit distribution, while third-party funds demonstrate a positive and significant impact. Simultaneous testing further confirms that both variables collectively have a significant influence on credit distribution. These findings emphasize the importance of banking institutions in carrying out their intermediation function effectively, where the ability to maintain competitive credit interest rates and strengthen public fund mobilization becomes a strategic necessity to improve credit growth and financial stability. Moreover, the study highlights the role of micro-banking as a foundation for regional economic development, particularly in rural areas where local banks serve as drivers of community empowerment and sustainable economic activity. By reinforcing prudent management of interest rates and optimizing fund collection, banks can ensure not only improved financial performance but also the expansion of credit access for micro, small, and medium enterprises. The outcomes of this research are expected to provide practical contributions to policymakers in the banking sector, enrich scientific literature in financial management, and serve as a relevant reference for subsequent studies focusing on credit distribution, financial intermediation, and the development of microfinance institutions.

Wafa Mutmainah; Muhammad Iqbal Pribadi; Rahman Anshari

Jurnal Riset Rumpun Ilmu Ekonomi 2025 Lembaga Pengembangan Kinerja Dosen

The purpose of this study is to analyze the effect of interest rates and economic growth on stock returns in companies in the energy sector listed on the Indonesia Stock Exchange during the period 2019 to 2023. The method used is a quantitative approach with panel data regression analysis. The study population includes 90 company data from the sector. The sample was determined through a purposive sampling method, resulting in 46 companies that meet the established criteria. The results of the study indicate that interest rates have a significant effect on stock returns, while economic growth also shows a significant effect.

Imelda Habeahan; Selamet Rahmadi; Rahma Nurjanah

Jurnal Ekonomi dan Keuangan 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to: (1) identify and analyze the development of Third Party Funds (DPK), inflation, savings interest rates, Gross Regional Domestic Product (GRDP) at constant prices, and regional expenditure across Indonesian provinces during 2019–2023; and (2) examine the influence of inflation, savings interest rates, GRDP at constant prices, and regional expenditure on Third Party Funds in the same period. The research employs panel data regression analysis using EViews 12 for data processin.The results show that (1) the highest average growth of Third Party Funds (DPK) was recorded in South Kalimantan (11.89%), while the lowest was in Banten (-10.87%). The highest average inflation occurred in East Java (3.7%) and the lowest in Papua (2.1%). The savings interest rate peaked in 2019 at 1.17% and declined to its lowest level in 2022 at 0.37%. The highest GRDP growth was found in North Maluku (16.41%) and the lowest in West Papua (1.16%). Similarly, North Maluku also recorded the highest regional expenditure growth (14.08%), while West Papua experienced the lowest (-17.24%), reflecting economic disparities across regions in Indonesia. (2) The regression analysis reveals that GRDP at constant prices and regional expenditure have a significant and positive effect on Third Party Funds, while the savings interest rate has a significant and negative effect. In contrast, inflation shows no significant effect on Third Party Funds.

Alivia Maharani; Bilgah Bilgah

Jurnal Ekonomi dan Keuangan 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to determine the effect of interest rates and inflation on the profitability of property and real estate sector companies listed on the Indonesia Stock Exchange (IDX) during the period 2020-2024. Profitability is measured using the Return on Assets (ROA) ratio, while interest rates refer to the BI-7 Day Reverse Repo Rate and inflation is calculated based on the Consumer Price Index (CPI) data from Bank Indonesia. This study uses a quantitative approach with multiple linear regression analysis methods and classical assumption tests supported by data processing using SPSS version 27 software. The sample was selected using purposive sampling techniques with criteria of companies that consistently submit annual financial reports, do not record losses during the research period, and use the Rupiah currency. The research results indicate that partially, interest rates have a positive and significant effect on profitability, while inflation does not have a significant effect on profitability. However, simultaneously, interest rates and inflation together have a significant effect on the company's profitability. These findings are expected to serve as a strategic reference for companies in formulating financial policies to maintain profitability stability amidst macroeconomic dynamics.

Sinar Andi Putra Munthe; Sanusi Ghazali Pane; Rusiadi Rusiadi; Lia Nazliana Nasution

International Journal of Economics and Management Sciences 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study analyzes the dynamics of Non-Performing Loans (NPLs) in the Indonesian banking sector by examining both internal and external factors affecting financial stability. The variables included in the research are NPL, Loan to Deposit Ratio (LDR), lending interest rate, inflation, Household Debt to Income (HDTI), fintech lending, and Capital Adequacy Ratio (CAR). Using annual secondary data from 2005 to 2024, sourced from the World Bank and Statistics Indonesia (BPS), the study employs a Vector Autoregression (VAR) method. This method includes stationarity tests, optimal lag selection, cointegration tests, Impulse Response Function (IRF), and Forecast Error Variance Decomposition (FEVD). The results show that most variables demonstrate a dominant contribution from their own shocks, although interactions between variables remain significant. The IRF analysis reveals that CAR and HDTI are relatively stable and quickly return to equilibrium, while fintech lending, inflation, and NPLs show more volatile responses, making them more susceptible to external shocks. LDR and lending interest rates are sensitive in the short term but tend to stabilize over the long run. FEVD further indicates that inflation plays a significant role in driving NPL variations, while fintech lending is closely associated with CAR in the long term. The study concludes that the stability of Indonesia’s banking sector is influenced by both internal factors like CAR and LDR, as well as external factors such as inflation, fintech lending, and household debt. Thus, a coordinated approach involving monetary policy, macroprudential measures, and financial supervision is crucial to enhance the resilience of the banking sector against global and domestic economic shifts.

Benardi Benardi; Hanifah, Hanifah

This qualitative literature review investigates the impact of the 'invest-and-harvest' pricing pattern on mortgage lending decisions and market regulation policies. The analysis reveals that lenders often offer low-interest rates to attract new borrowers while charging higher rates to loyal renewers, influenced by search and switching frictions. These dynamics significantly affect market competition and have crucial policy implications. The study highlights the need for adaptive public policies that consider these pricing strategies to enhance market efficiency and fairness. Additionally, borrower heterogeneity plays a vital role, with lower-income and lower-credit-score borrowers benefiting more from long-term contracts. Despite its insights, the study is limited by its reliance on existing literature and its focus on developed markets, suggesting the need for further research in diverse contexts.

Jannah, Riyadotul; Devi Maya Sofa

Studi ini dimaksudkan untuk mengevaluasi pengaruh tingkat bunga terhadap ekspansi ekonomi serta implikasinya pada pilihan investasi di Indonesia. Tingkat bunga, sebagai alat utama dalam strategi moneter, secara langsung membentuk perilaku investasi melalui perubahan ongkos modal, sedangkan ekspansi ekonomi menunjukkan kemampuan suatu negara untuk menghasilkan barang dan jasa secara berkelanjutan. Dengan menerapkan pendekatan Tinjauan Literatur Sistematis (SLR), penelitian ini memeriksa artikel, buku akademik, dan sumber daring terpercaya yang terbit dalam lima tahun terakhir, dengan fokus pada interaksi dinamis antara tingkat bunga, ekspansi ekonomi, dan investasi. Temuan studi mengindikasikan bahwa peningkatan tingkat bunga dapat mempertahankan stabilitas mata uang dan mengurangi tekanan inflasi, namun cenderung menghambat investasi akibat naiknya ongkos modal. Sebaliknya, tingkat bunga yang lebih rendah mendorong investasi melalui pendanaan yang lebih terjangkau, yang berpotensi berkontribusi pada peningkatan ekspansi ekonomi. Ekspansi ekonomi yang kuat meningkatkan kepercayaan investor, sehingga merangsang investasi domestik maupun luar negeri yang pada akhirnya memperkuat perluasan ekonomi melalui penyediaan modal untuk sektor industri, infrastruktur, dan bidang produktif lainnya. Penelitian ini menegaskan adanya keterkaitan timbal balik antara tingkat bunga, ekspansi ekonomi, dan investasi, serta menekankan perlunya strategi moneter yang seimbang untuk menjaga stabilitas makroekonomi sambil menciptakan lingkungan investasi yang mendukung.

Irfan Fauji; Bachtiar Efendi

International Journal of Economics and Management Sciences 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

The digital economy has significantly transformed economic growth by introducing innovations in payment systems and financial services. The modernization of payment instruments through monetary policy has enhanced the ability to control inflation and ensure financial system stability. This study aims to analyze the effectiveness of monetary policy and the utilization of the digital economy in maintaining financial stability in Indonesia. Using time series data from 2010 to 2024 obtained from the World Bank, this research applies the Vector Autoregression (VAR) method to examine both short-term and long-term relationships among variables, including e-money, money supply, inflation, exchange rate, interest rate, and credit card usage. The results show that e-money has a significant reciprocal influence on the money supply, while inflation is also affected by e-money and interest rates. The impulse response function demonstrates that the interactions among these variables tend to converge towards equilibrium over time. Variance decomposition analysis indicates that in the short term, e-money primarily drives financial stability, whereas in the medium and long term, the money supply plays a dominant role. Overall, the findings suggest that monetary policy, supported by digital economic systems, effectively enhances financial system stability in Indonesia. This research contributes to understanding the dual effect of digital payment innovations and provides recommendations for policymakers to strengthen financial inclusion, economic resilience, and macro-financial stability in the digital era.

Ghea Safa Ramadhani; Muhammad Hartana Iswandi Putra

Jurnal Ekonomi dan Keuangan 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to analyze the influence of the money supply (M2), the BI Rate, and the COVID-19 pandemic on the demand for bank credit in Indonesia. Credit demand is an important indicator in describing economic activity and financial system stability. This study uses monthly secondary data from January 2017 to December 2023. The analysis method used is Ordinary Least Squares (OLS), which allows for quantitative estimation of the linear relationship between the independent and dependent variables. The results show that the money supply (M2) has a positive and significant effect on credit demand. This suggests that increased liquidity in the economy encourages increased lending activity by the household and corporate sectors. Conversely, the BI Rate shows a negative and significant effect on credit demand, indicating that an increase in the benchmark interest rate has reduced public interest in accessing financing through banks. This finding is in line with conventional monetary theory, which states that interest rates play a crucial role in controlling aggregate demand, including credit demand. The dummy variable for the COVID-19 pandemic shows a negative but insignificant effect on credit demand. This implies that although the pandemic has had a broad social and economic impact, its impact on credit demand is relatively small when monetary variables such as M2 and the BI Rate are taken into account. Overall, the research findings confirm that monetary policy instruments, particularly controlling the money supply and interest rates, play a significant role in influencing the dynamics of credit demand in Indonesia. Meanwhile, external shocks such as the pandemic tend to be more effectively responded to through medium- and long-term fiscal and structural policies.

Lusiana Wulandari; Renny Dwijayanti

Jurnal Riset Rumpun Ilmu Pendidikan 2025 Lembaga Pengembangan Kinerja Dosen

The high unemployment rate and low entrepreneurial interest among graduates of the educational program at the Faculty of Economics and Business, Unesa, is a concerning issue. According to the Tracer Study data from the educational program, only a small percentage of graduates choose entrepreneurship. The statistics show that 15% of business education graduates, 23% of office administration education graduates, and only 3% of economics education graduates choose to become entrepreneurs. This indicates a lack of interest in entrepreneurship among educational program students. This study aims to analyze the influence of entrepreneurship practice courses, risk perception, and family environment on entrepreneurial interest among students of the educational program at the Faculty of Economics and Business, Unesa. The study employs a quantitative approach with data analysis techniques using SPSS version 25. The sample consists of 148 undergraduate students from the 2021 cohort of the educational program who have taken the entrepreneurship practice course. The findings indicate that the entrepreneurship practice course, risk perception, and family environment have a significant partial influence on entrepreneurial interest. Simultaneously, these three independent variables significantly contribute to entrepreneurial interest among students, accounting for 85.6%, while the remaining 14.4% is influenced by other factors not covered in this study. This research provides important insights into how academic factors, risk perception, and support from the family environment can affect students' entrepreneurial interest. It is expected that the findings can contribute to enhancing students' understanding and skills in entrepreneurship, making them more prepared to enter the entrepreneurial world after graduation. Ultimately, the results of this study can help increase the number of entrepreneurs in Indonesia, which will help reduce unemployment rates and strengthen the economy.