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Pengaruh debt financing, equity financing dan non performing financing terhadap profitabilitas Bank Umum Syariah di Indonesia periode 2019-2023 Suriyani; Munadiati; M Yahya
JIM: Jurnal Ilmiah Mahasiswa Vol 6, No 2 (2024): Oktober 2024
Publisher : Fakultas Ekonomi dan Bisnis Islam IAIN Langsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32505/jim.v6i2.9609

The sharia economy in Indonesia is now increasingly in demand, moreover sharia banking in Indonesia is also starting to experience quite significant developments. Sharia commercial banks are financial institutions that carry out their operations based on sharia principles, in accordance with the provisions of Islamic law. The level of profitability of a sharia bank is a quality that is assessed based on the condition or ability of a sharia bank to generate profits. The aim of this research is to analyze the influence of Debt Financing, Equity Financing, and Non Performing Financing (NPF) on the ROA profitability of sharia commercial banks. The method used in this research is a quantitative method with the data source used from the 2019-2019 sharia banking statistics annual report. 2023 OJK. This research uses the normality test method, multicollinearity test, heteroscedasticity test, autoceleration test, multiple regression analysis test, determinant coefficient test, partial test and simultaneous test. The research results obtained show that the Equity Financing variable has a positive and significant influence on the ROA Profitability of Sharia Commercial Banks for the 2019-2023 period. Debt Financing and Non-Performing Financing (NPF) have a positive and insignificant effect on ROA Profitability of sharia commercial banks for the 2019-2023 period. This indicates that the decrease in NPF each year does not immediately provide an increase in profits in the same period. Keywords: Debt Financing, Equity Financing, Non Performing Financing, ROA. ABSTRAK Perekonomian syariah di Indonesia kini semakin banyak diminati, terlebih lagi perbankan syariah di Indonesia juga mulai mengalami perkembangan yang cukup signifikan. Bank umum syariah adalah lembaga keuangan yang menjalankan operasionalnya berdasarkan prinsip-prinsip syariah, sesuai dengan ketentuan hukum Islam. Tingkat profitabilitas bank syariah merupakan suatu kualitas yang dinilai berdasarkan keadaan atau kemampuan suatu bank syariah dalam menghasilkan laba. Tujuan dari penelitian ini adalah untuk menganalisi pengaruh Debt Financing, Equity Financing, dan Non Performing Financing (NPF) terhadap ROA profitabiltas bank umum syariah motode yang digunakan dalam penelitian ini adalah metode kuantitatif dengan sumber data yang digu ABSTRACT The sharia economy in Indonesia is now increasingly in demand, moreover sharia banking in Indonesia is also starting to experience quite significant developments. Sharia commercial banks are financial institutions that carry out their operations based on sharia principles, in accordance with the provisions of Islamic law. The level of profitability of a sharia bank is a quality that is assessed based on the condition or ability of a sharia bank to generate profits. The aim of this research is to analyze the influence of Debt Financing, Equity Financing, and Non Performing Financing (NPF) on the ROA profitability of sharia commercial banks. The method used in this research is a quantitative method with the data source used from the 2019-2019 sharia banking statistics annual report. 2023 OJK. This research uses the normality test method, multicollinearity test, heteroscedasticity test, autoceleration test, multiple regression analysis test, determinant coefficient test, partial test and simultaneous test. The research results obtained show that the Equity Financing variable has a positive and significant influence on the ROA Profitability of Sharia Commercial Banks for the 2019-2023 period. Debt Financing and Non-Performing Financing (NPF) have a positive and insignificant effect on ROA Profitability of sharia commercial banks for the 2019-2023 period. This indicates that the decrease in NPF each year does not immediately provide an increase in profits in the same period. Keywords: Debt Financing, Equity Financing, Non Performing Financing, ROA. ABSTRAK Perekonomian syariah di Indonesia kini semakin banyak diminati, terlebih lagi perbankan syariah di Indonesia juga mulai mengalami perkembangan yang cukup signifikan. Bank umum syariah adalah lembaga keuangan yang menjalankan operasionalnya berdasarkan prinsip-prinsip syariah, sesuai dengan ketentuan hukum Islam. Tingkat profitabilitas bank syariah merupakan suatu kualitas yang dinilai berdasarkan keadaan atau kemampuan suatu bank syariah dalam menghasilkan laba. Tujuan dari penelitian ini adalah untuk menganalisi pengaruh Debt Financing, Equity Financing, dan Non Performing Financing (NPF) terhadap ROA profitabiltas bank umum syariah motode yang digunakan dalam penelitian ini adalah metode kuantitatif dengan sumber data yang digunakan dari laporan tahunan statistik perbankan syariah tahun 2019-2023 OJK. Penelitian ini menggunakan metode uji normalitas, uji multikolinearitas, uji heteroskedastisitas, uji autokelerasi, uji analisis regresi berganda, uji koefisien determinan, uji parsial dan uji simultan. Hasil penelitian yang diperoleh menunjukan bahwa variabel Equity Financing memiliki pengaruh positif dan signifikan terhadap ROA Profitabilitas Bank Umum Syariah periode 2019-2023. Debt Financing dan Non Performing Financing (NPF) berpengaruh positif dan tidak signifikan terhadap ROA Profitabilitas bank umum syariah periode 2019-2023. Hal ini menandakan menurunnya NPF setiap tahunnya tidak langsung memberikan kenaikan terhadap laba pada periode yang sama. Kata Kunci: Debt Financing, Equity Financing, Non Performing Financing, ROA. nakan dari laporan tahunan statistik perbankan syariah tahun 2019-2023 OJK. Penelitian ini menggunakan metode uji normalitas, uji multikolinearitas, uji heteroskedastisitas, uji autokelerasi, uji analisis regresi berganda, uji koefisien determinan, uji parsial dan uji simultan. Hasil penelitian yang diperoleh menunjukan bahwa variabel Equity Financing memiliki pengaruh positif dan signifikan terhadap ROA Profitabilitas Bank Umum Syariah periode 2019-2023. Debt Financing dan Non Performing Financing (NPF) berpengaruh positif dan tidak signifikan terhadap ROA Profitabilitas bank umum syariah periode 2019-2023. Hal ini menandakan menurunnya NPF setiap tahunnya tidak langsung memberikan kenaikan terhadap laba pada periode yang sama. Kata Kunci: Debt Financing, Equity Financing, Non Performing Financing, ROA.

Financial Inclusion Through E-Wallets: A Besitang Case Study On Promotions, Brand Image And Purchase Behavior Kurlillah, Anis; Munadiati, Munadiati; Safarida, Nanda; Maulana, Zefri; Hafiza, Aulia
J-EBIS (Jurnal Ekonomi dan Bisnis Islam) Vol, 9 No 2 (2024)
Publisher : IAIN Langsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32505/j-ebis.v9i2.9897

This study explores how e-wallets promote financial inclusion in Besitang, a non-metropolitan Indonesian city. We investigate the influence of features, promotions, and brand image on e-wallet purchasing decisions. A quantitative survey targeting 100 smartphone-owning workers and students was conducted. Analysis revealed that all three factors (features, promotions, and brand image) have a significant positive impact on e-wallet usage (p < 0.05). Together, they explain 80.7% of the variation in purchasing decisions, highlighting their crucial role in e-wallet adoption. These findings emphasize the importance of e-wallet providers implementing innovative features, attractive promotions, and a strong brand image to drive financial inclusion in non-metropolitan areas. The study offers valuable insights for e-wallet companies and opens avenues for further research on e-wallet adoption drivers.

Pengaruh return on asset, earning per share dan harga saham terhadap return saham Bank Panin Dubai Syariah Annisa Vonna; Nurjanah; Munadiati
JIM: Jurnal Ilmiah Mahasiswa Vol 7, No 1 (2025): April 2025
Publisher : Fakultas Ekonomi dan Bisnis Islam IAIN Langsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32505/jim.v7i1.11292

This research aims to determine the effect of Return On Assets (ROA), Earning Per Share (EPS) and share prices on Bank Panin Dubai Syariah Tbk stock returns. The data used in this research is time series data for the period 2014-2023. The data analysis method uses multiple linear regression analysis. From the research results it can be explained that ROA has a significant effect on the stock returns of Bank Panin Dubai Syariah Tbk, where the sig value is obtained. 0.023 < 0.05. EPS has a significant effect on the stock returns of Bank Panin Dubai Syariah Tbk, where a sig value is obtained. 0.031 < 0.05. The share price has a significant effect on the share returns of Bank Panin Dubai Syariah Tbk, where the sig value is obtained. 0.044 < 0.05. ROA, EPS and share price simultaneously have a significant effect on the share returns of Bank Panin Dubai Syariah Tbk, where the sig value is obtained. 0.037 < 0.05

MINIMALISM VS. CONSUMERISM: An Islamic Perspective on Indonesian Gen Z Social Media Influence Kurlillah, Anis; Nurfadillah, Nurfadillah; Fazal Ahmed, Osman Abulkalam; AL Bakri, Mirdat; Munadiati, Munadiati
Jurnal Al-Kharaj: Studi Ekonomi Syariah, Muamalah, dan Hukum Ekonomi Vol. 5 No. 1 (2025)
Publisher : IAIN BONE

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30863/alkharaj.v5i1.8699

AbstractThis study investigates the potential of minimalist lifestyle trends, emerging as a counter-narrative on these platforms, to influence the consumerist behavior of this demographic from an Islamic economic perspective. Rapid technological advancements have significantly impacted lifestyles, notably fostering consumerism among Indonesian Generation Z, often fueled by social media platforms like TikTok. Employing a qualitative descriptive analytical approach, this research examines the extent to which the application of minimalist principles can impact consumerism among Indonesian Gen Z. The findings indicate that while a minimalist lifestyle holds considerable potential to curb consumerism, its full implementation is hindered by deeply ingrained consumerist habits driven by social media trends. This study concludes that understanding and applying minimalist principles, informed by Islamic economic teachings emphasizing moderation and the avoidance of extravagance, can offer a viable alternative to the prevailing consumer culture among Indonesian Generation Z. The implications of this research lie in providing insights for educators, policymakers, and Islamic institutions seeking to promote balanced consumption patterns among youth in IndonesiaÂ

Optimizing Performance: A Dynamic Analysis of Credit Quality, Operational Efficiency, and Their Influence on ROA in Indonesian Islamic Banks Munadiati, Munadiati; Muhammad, Alfian; Yahya, M.; Wulandari, Putri
Jihbiz: Global Journal of Islamic Banking and Finance Vol. 7 No. 2 (2025)
Publisher : Program Studi Perbankan Syariah FEBI UIN Ar-Raniry

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22373/cz9qkp11

ABSTRACT This study investigates the influence of key financial management strategies on the Return on Assets (ROA) of Islamic Commercial Banks (ICBs) in Indonesia. The analysis explores the direct and indirect effects of Funding Deposit Ratio (FDR) and Non-Performing Financing (NPF) on ROA, with Operational Costs to Operational Income (BOPO) as a mediating variable. The findings reveal a significant influence of FDR on ICB performance. While a higher FDR leads to lower operational costs, it might also be associated with lower profitability due to deposit interest rates. ICBs need to strike a balance between cost-effective deposits and exploring alternative funding sources. While the direct effect of NPF on ROA is unclear, it significantly impacts profitability indirectly through its influence on operational efficiency. Higher NPF levels can lead to increased costs, potentially reducing ROA. Therefore, effective NPF management is crucial for ICBs. The study further emphasizes the importance of managing operational efficiency (BOPO). Lower BOPO, indicating efficient use of operational income, is directly linked to a higher ROA. ICBs should focus on cost-saving measures and optimizing operational processes to improve efficiency and maximize ROA. Overall, the research highlights the critical role of a holistic approach to financial management in ICBs. By effectively managing FDR, NPF, and BOPO, ICBs can achieve a well-balanced funding structure, minimize bad debt risk, and optimize operational efficiency. Keywords: Islamic Banking, Performance, Credit Quality, Operational Efficiency, and Return on Assets.

A Shariah-Compliant Model for Urban Development: Langsa Halal Industry and A Hub-City Munadiati, Munadiati; Kurlillah, Anis; Iskandar, Iskandar; Zulhilmi, Zulhilmi
Economica: Jurnal Ekonomi Islam Vol. 16 No. 1 (2025)
Publisher : Fakultas Ekonomi dan Bisnis Islam UIN Walisongo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21580/economica.2025.16.1.24842

This study explores Kota Langsa, Aceh Province, Indonesia's potential as a halal industry hub-city, addressing gaps in Shariah-compliant urban models. Novelty lies in integrating halal principles with the hub-city concept, grounded in Islamic values of justice, fairness, and sustainability, offering a fresh theoretical framework for Islamic urban economics. Adopting a phenomenological design, in-depth interviews, focus groups, and document analysis were conducted to collect data from the stakeholders. As a result, in the purpose of ensuring halal authenticity, there were significant challenges of inadequate infrastructure, lack of skilled workers, and weak regulations. Responding to the challenges, a five-pillar strategy is proposed: Halal Industry Cluster Development, Infrastructure Enhancement, Human Capital Building, Regulatory Strengthening, and Public-Private Partnerships. This model contributes to Islamic economic theory by showing how to embed ethical practices and social responsibility into urban development. It provides actionable recommendations for policymakers, urban planners, and Islamic finance experts, helping Kota Langsa to drive regional growth by bridging urban development with halal ecosystems.

Pengaruh literasi keuangan, efikasi diri, dan pendapatan orang tua terhadap perilaku pengelolaan keuangan Ramadana, Melda; Munadiati; Hisan, Khairatun
JIM: Jurnal Ilmiah Mahasiswa Vol 6, No 2 (2024): Oktober 2024
Publisher : Fakultas Ekonomi dan Bisnis Islam IAIN Langsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32505/jim.v6i2.9422

Having good financial management behavior can help students achieve positive finances and be able to overcome any challenges, especially in terms of financial problems that are more complex than those of their parents. This study aims to determine the effect of Financial Literacy, Financial Self-Efficacy and Parental Income on Financial Management Behavior. The subjects of this study were students of the Islamic Financial Management Study Program at IAIN Langsa. This research is a quantitative research with a sample of 72 respondents. The sampling technique uses nonprobability sampling. Data analysis technique using multiple regression analysis. The results of this study indicate that partially Financial Literacy (X1) has a negative and insignificant effect on Financial Management with a significant value of 0.174. Partially Financial Self Efficacy (X2) has a positive and significant effect on Financial Management with a significant value of 0.000. Partially Parental Income (X3) has a negative and insignificant effect on Financial Management with a significant value of 0.153. Simultaneously Financial Literacy, Financial Self Efficacy and Parental Income have a positive and significant effect on Financial Management Behavior with a significant value of 0.000. The Adjusted R Square value is 0.417 or 41.7% which means that Financial Management Behavior can be explained by Financial Literacy, Financial Self-Efficacy and Parental Income and the remaining 58.3% can be explained by other factors not examined in this study.

Pengaruh debt financing, equity financing dan non performing financing terhadap profitabilitas Bank Umum Syariah di Indonesia periode 2019-2023 Suriyani; Munadiati; M Yahya
JIM: Jurnal Ilmiah Mahasiswa Vol 6, No 2 (2024): Oktober 2024
Publisher : Fakultas Ekonomi dan Bisnis Islam IAIN Langsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32505/jim.v6i2.9609

The sharia economy in Indonesia is now increasingly in demand, moreover sharia banking in Indonesia is also starting to experience quite significant developments. Sharia commercial banks are financial institutions that carry out their operations based on sharia principles, in accordance with the provisions of Islamic law. The level of profitability of a sharia bank is a quality that is assessed based on the condition or ability of a sharia bank to generate profits. The aim of this research is to analyze the influence of Debt Financing, Equity Financing, and Non Performing Financing (NPF) on the ROA profitability of sharia commercial banks. The method used in this research is a quantitative method with the data source used from the 2019-2019 sharia banking statistics annual report. 2023 OJK. This research uses the normality test method, multicollinearity test, heteroscedasticity test, autoceleration test, multiple regression analysis test, determinant coefficient test, partial test and simultaneous test. The research results obtained show that the Equity Financing variable has a positive and significant influence on the ROA Profitability of Sharia Commercial Banks for the 2019-2023 period. Debt Financing and Non-Performing Financing (NPF) have a positive and insignificant effect on ROA Profitability of sharia commercial banks for the 2019-2023 period. This indicates that the decrease in NPF each year does not immediately provide an increase in profits in the same period. Keywords: Debt Financing, Equity Financing, Non Performing Financing, ROA. ABSTRAK Perekonomian syariah di Indonesia kini semakin banyak diminati, terlebih lagi perbankan syariah di Indonesia juga mulai mengalami perkembangan yang cukup signifikan. Bank umum syariah adalah lembaga keuangan yang menjalankan operasionalnya berdasarkan prinsip-prinsip syariah, sesuai dengan ketentuan hukum Islam. Tingkat profitabilitas bank syariah merupakan suatu kualitas yang dinilai berdasarkan keadaan atau kemampuan suatu bank syariah dalam menghasilkan laba. Tujuan dari penelitian ini adalah untuk menganalisi pengaruh Debt Financing, Equity Financing, dan Non Performing Financing (NPF) terhadap ROA profitabiltas bank umum syariah motode yang digunakan dalam penelitian ini adalah metode kuantitatif dengan sumber data yang digu ABSTRACT The sharia economy in Indonesia is now increasingly in demand, moreover sharia banking in Indonesia is also starting to experience quite significant developments. Sharia commercial banks are financial institutions that carry out their operations based on sharia principles, in accordance with the provisions of Islamic law. The level of profitability of a sharia bank is a quality that is assessed based on the condition or ability of a sharia bank to generate profits. The aim of this research is to analyze the influence of Debt Financing, Equity Financing, and Non Performing Financing (NPF) on the ROA profitability of sharia commercial banks. The method used in this research is a quantitative method with the data source used from the 2019-2019 sharia banking statistics annual report. 2023 OJK. This research uses the normality test method, multicollinearity test, heteroscedasticity test, autoceleration test, multiple regression analysis test, determinant coefficient test, partial test and simultaneous test. The research results obtained show that the Equity Financing variable has a positive and significant influence on the ROA Profitability of Sharia Commercial Banks for the 2019-2023 period. Debt Financing and Non-Performing Financing (NPF) have a positive and insignificant effect on ROA Profitability of sharia commercial banks for the 2019-2023 period. This indicates that the decrease in NPF each year does not immediately provide an increase in profits in the same period. Keywords: Debt Financing, Equity Financing, Non Performing Financing, ROA. ABSTRAK Perekonomian syariah di Indonesia kini semakin banyak diminati, terlebih lagi perbankan syariah di Indonesia juga mulai mengalami perkembangan yang cukup signifikan. Bank umum syariah adalah lembaga keuangan yang menjalankan operasionalnya berdasarkan prinsip-prinsip syariah, sesuai dengan ketentuan hukum Islam. Tingkat profitabilitas bank syariah merupakan suatu kualitas yang dinilai berdasarkan keadaan atau kemampuan suatu bank syariah dalam menghasilkan laba. Tujuan dari penelitian ini adalah untuk menganalisi pengaruh Debt Financing, Equity Financing, dan Non Performing Financing (NPF) terhadap ROA profitabiltas bank umum syariah motode yang digunakan dalam penelitian ini adalah metode kuantitatif dengan sumber data yang digunakan dari laporan tahunan statistik perbankan syariah tahun 2019-2023 OJK. Penelitian ini menggunakan metode uji normalitas, uji multikolinearitas, uji heteroskedastisitas, uji autokelerasi, uji analisis regresi berganda, uji koefisien determinan, uji parsial dan uji simultan. Hasil penelitian yang diperoleh menunjukan bahwa variabel Equity Financing memiliki pengaruh positif dan signifikan terhadap ROA Profitabilitas Bank Umum Syariah periode 2019-2023. Debt Financing dan Non Performing Financing (NPF) berpengaruh positif dan tidak signifikan terhadap ROA Profitabilitas bank umum syariah periode 2019-2023. Hal ini menandakan menurunnya NPF setiap tahunnya tidak langsung memberikan kenaikan terhadap laba pada periode yang sama. Kata Kunci: Debt Financing, Equity Financing, Non Performing Financing, ROA. nakan dari laporan tahunan statistik perbankan syariah tahun 2019-2023 OJK. Penelitian ini menggunakan metode uji normalitas, uji multikolinearitas, uji heteroskedastisitas, uji autokelerasi, uji analisis regresi berganda, uji koefisien determinan, uji parsial dan uji simultan. Hasil penelitian yang diperoleh menunjukan bahwa variabel Equity Financing memiliki pengaruh positif dan signifikan terhadap ROA Profitabilitas Bank Umum Syariah periode 2019-2023. Debt Financing dan Non Performing Financing (NPF) berpengaruh positif dan tidak signifikan terhadap ROA Profitabilitas bank umum syariah periode 2019-2023. Hal ini menandakan menurunnya NPF setiap tahunnya tidak langsung memberikan kenaikan terhadap laba pada periode yang sama. Kata Kunci: Debt Financing, Equity Financing, Non Performing Financing, ROA.

BALANCING FAITH AND COMMERCE: MAQASID ANALYSIS OF COFFEE SHOP OPERATING HOUR REGULATION IN ACEH Munadiati; Kurlillah, Anis; Bahri, Eni Haryani; Zulhilmi
Iqtishaduna: Jurnal Ilmiah Mahasiswa Hukum Ekonomi Syariah Vol 7 No 1 (2025): Oktober
Publisher : Jurusan Hukum Ekonomi Syariah Fakultas Syariah dan Hukum Uin Alauddin Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/iqtishaduna.v7i1.60545

Abstract In Aceh, Indonesia, Governor's Circular SE-11286 regulates coffee shop operating hours aiming to strengthen Islamic Sharia compliance. This policy sparks tension with the crucial role these businesses play in local commerce, employment, and community engagement across key hub (e.g., Langsa, Lhokseumawe) and destination (e.g., Banda Aceh) cities. This article investigates the balance between faith-based regulation and economic vitality. Employing a public policy research approach with interpretive analysis, the study evaluates SE-11286 through the Maqasid al-Shariah framework, conceptualized systemically, examining policy articulation, social construction, and socio-economic impacts. Findings indicate significant challenges in aligning the regulation with holistic Maqasid principles. The policy's focus potentially prioritizes aspects of Hifz al-Din while disproportionately compromising Hifz al-Mal negatively impacting livelihoods and the function of coffee shops as vital economic and social hubs. The study concludes that effective Sharia-informed governance requires a comprehensive Maqasid application, balancing diverse objectives and necessitating thorough socio-economic impact assessments prior to implementation. This research provides critical implications for formulating ethically grounded and economically sustainable regulations within contemporary Islamic contexts. Keyword: Maqasid al-Shariah, Public Policy, Coffee Shops, Economic Regulation, Aceh

The Stock Determinant Factors Of Aneka Tambang Tbk: The Rate Analysis For Inflation, Exchange Rate And Interest Kurlillah, Anis; Rahimullah; Munadiati; Abdul Hamid
Jurnal Investasi Islam Vol 8 No 1 (2023): Jurnal Investasi Islam
Publisher : FEBI IAIN Langsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32505/jii.v8i1.6566

Penelitian ini bertujuan untuk mengetahui pengaruh inflasi, kurs dan tingkat suku bunga terhadap volume perdagangan saham PT Aneka Tambang Tbk Periode 2017-2021. Metode yang digunakan yaitu pendekatan kuantitatif. Penelitian ini menggunakan data sekunder yang diperoleh dari website resmi PT Aneka Tambang Tbk dan situs website resmi Bank Indonesia (BI). Data yang digunakan dalam bentuk periode per bulan mulai tahun 2017 hingga 2021 yang di publish selama 5 tahun berturut-turut. Metode analisis data menggunakan regresi linear berganda. Hasil penelitian uji t menunjukkan bahwa variabel independen inflasi berpengaruh negatif dan signifikan terhadap volume perdagangan saham PT Aneka Tambang Tbk Periode 2017-2021. Kurs tidak berpengaruh terhadap volume perdagangan saham PT Aneka Tambang Tbk Periode 2017-2021. Tingkat suku bunga tidak berpengaruh terhadap volume perdagangan saham PT Aneka Tambang Tbk Periode 2017-2021. Hasil penelitian uji F menunjukkan bahwa terdapat pengaruh positif dan signifikan secara bersama-sama antara variabel inflasi, kurs dan tingkat suku bunga terhadap volume perdagangan saham PT Aneka Tambang Tbk. Berdasarkan analisis koefisiensi determinasi nilai adjusted R2 sebesar 0,242 yang berarti bahwa 24,2% variasi nilai volume perdagangan saham PT Aneka Tambang Tbk ditentukan oleh tiga variabel yang berpengaruh yaitu inflasi, kurs dan tingkat suku bunga.

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