Analysis of Inflation Factors, Interest Rates, Profitability, Liquidity, and Leverage in Predicting Stock Returns of Energy Sector Companies
Abstract
The stock market is always influenced by various economic and financial factors that determining investor profits. In energy companies, inflation, changes in interest rates, and the company's financial condition, such as profitability, liquidity, and leverage, are important factors that affect stock returns. This study analyzes the influence of these factors on energy companies on the Indonesia Stock Exchange during 2021–2023 and uses multiple linear regression tests. This study found that interest rates and profitability have a significant effect on stock returns, while inflation, liquidity, and leverage do not have a significant effect. These findings indicate that changes in interest rates can have a negative impact on stock returns, while profitability plays a role in determining the level of stock returns. These results indicate that interest rates and profitability need to be considered in investment decisions in the energy sector.
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Adeliya, D., Tirta Kencana, D., & Darma Rosmala Sari, T. (2024). Pengaruh Inflasi, Nilai Tukar Dan Suku Bunga Terhadap Return Saham Sektor Transportasi Dan Logistik. https://doi.org/10.30738/ad.v8i1
Artikanaya, I.K.R. (2024). Pengaruh Inflasi, Leverage, Dan Ukuran Perusahaan Terhadap Profitabilitas Dan Return Saham. https://journals.stimsukmamedan.ac.id/index.php/ilman
Brigham, Eugene F dan F Houston, Joul, 2009, Fundamentals of Financial Management, Edisi Keduabelas: South-Western Cengage Learning.
Budiman, M., Premana, V., & Maryadi, A. (2023). Margin : Jurnal Lentera Manajemen Keuangan Pengaruh Suku Bunga, Inflasi, dan Nilai Tukar Terhadap Return Saham. https://lenteranusa.id/
Chaidir, M., & Dermawan, A. (2018). analisis-pengaruh-current-ratio-return-on-equity-inflasi-dan-suku-bunga-bi-terhadap-return-saham-studi-empiris-pada-perusahaan-manufaktur-sektor-industri-barang-konsumsi-yang-terdaftar-di-bursa-efek-indonesia-tahu.
Chandra Batubara, H. (2022). PROFITABILITAS DAN DEBT TO EQUITY RATIO (DER) PADA PERUSAHAAN FOOD AND BEVERAGE YANG TERDAFTAR DI BURSA EFEK INDONESIA.
Chasanah, N., & Sucipto, A. (2019). Liquidity Ratio, Profitability, And Solvency On Stock Returns With Capital Structure As An Intervening Variable (Study On Food And Beverage Sub Sector Listed In Indonesia Stock Exchange (Idx) Period 2013-2017). Ekspektra : Jurnal Bisnis Dan Manajemen, 52–68. https://doi.org/10.25139/ekt.v3i1.1476
Erich A Helfert, 1997, Teknik Analisis Keuangan, Edisi Delapan, Diterje- mahkan oleh Herman Wibowo, Ja- karta: Penerbit Erlangga.
Fathul Ilmi, M. (n.d.). PENGARUH KURS/ NILAI TUKAR RUPIAH, INFLASI DAN TINGKAT SUKU BUNGA SBI TERHADAP INDEKS HARGA SAHAM.
Febriyanto, Ali, K., & Wika Azyasa, M. (2024). PENGARUH INFLASI DAN SUKU BUNGA TERHADAP RETRUN SAHAM DENGAN PROFITABILITAS SEBAGAI VARIABEL MODERATING PADA PERUSAHAAN INDUSTRI BARANG KONSUMSI. Derivatif : Jurnal Manajemen, 18(1).
Gayatri, N. L. P. S., & Sunarsih, N. M. (2020). PENGARUH KINERJA KEUANGAN PERUSAHAAN TERHADAP RETURN SAHAM PADA PERUSAHAAN MANUFAKTUR YANG TERDAFTAR DI BURSA EFEK INDONESIA TAHUN 2016-2018. Paulus Journal of Accounting, 2(1).
Gusti Agung Arista Pradnyani, I., Luh Putu Widhiastuti, N., Studi Manajemen, P., Ekonomi dan Bisnis, F., Muhammadiyah Palembang Alamat, U., Jend Ahmad Yani, J., & Palembang Sumatera Selatan, U. (n.d.). PERAN PROFITABILITAS DALAM MEMODERASI PENGARUH KEBIJAKAN DIVIDEN DAN STRUKTUR MODAL TERHADAP NILAI PERUSAHAAN Publishing Institution. http://jurnal.um-palembang.ac.id/motivasi
Juliana, F. S., Pahlevi, C., & Amar, Y. (2019). FAKTOR-FAKTOR YANG MEMPENGARUHI RETURN SAHAM DETERMINANTS OF STOCK RETURN OF BANK COMPANIES LISTED IN.
Kasus, S., Perusahaan, P., Perbankan, S., & Rahayu, A. (2021). PENGARUH INFLASI, LIKUIDITAS DAN PROFITABILITAS TERHADAP RETURN SAHAM THE EFFECT OF INFLATION, LIQUIDITY AND PROFITABILITY ON SHARE RETURNS (Case Study in Banking Sector Companies Foreign Exchange 2016-2018). 2(1).
Lestari, M. D., Karim, N. K., & Hudaya, R. (2022). Pengaruh Profitabilitas, Leverage dan Likuiditas terhadap Return Saham Perusahaan Manufaktur di Bursa Efek Indonesia. Riset, Ekonomi, Akuntansi Dan Perpajakan (Rekan), 3(1), 1–16. https://doi.org/10.30812/rekan.v3i1.1704
Maftuhul Fahmi, M., Wahyuni, N., & Hidayah Suyoso Putra, Y. (2023). The Business Cycle as a Moderator of Financing for Financing Risk of Islamic Commercial Banks in Indonesia Siklus Bisnis sebagai Pemoderator Pembiayaan terhadap Risiko Pembiayaan Bank Umum Syariah di Indonesia Open access under Creative Commons Attribution-Non Commercial-Share A like 4.0 International Licence (CC-BY-NC-SA). 10(1), 27–40. https://doi.org/10.20473/vol10iss20231pp27-40
Mourine, A., & Septina, F. (2023). Perspektif: Jurnal Ekonomi & Manajemen Universitas Bina Sarana Informatika Pengaruh Inflasi, Tingkat Suku Bunga, Nilai Tukar, dan Struktur Modal terhadap Return Saham Perusahaan Sektor Farmasi. https://doi.org/10.31294/jp.v21i1
Prabowo, R., & Sutanto, A. (2019). Analisis Pengaruh StrukturModal, dan Likuiditas terhadap Profitabilitas pada Perusahaan Sektor Otomotif di indonesia. 10.
Rahayu, A. (2021). Pengaruh Inflasi, Likuiditas Dan Profitabilitas Terhadap Return Saham The Effect of Inflation, Liquidity And Profitability on Share Returns (Case Study in Banking Sector Companies Foreign Exchange 2016-2018). 2(1).
Rustia Dewi, A. (2019). Pengaruh LDR, NIM Dan ROA terhadap Return Saham (Studi Kasus pada Bank Umum yang Terdaftar di Bursa Efek Indonesia 2014-2017).
Sahala Marpaung, B., Magdalena Marpaung, A., Hasibuan, D. H., & Khoerunisa Sari, S. (2024). Pengaruh Likuiditas, Profitabilitas, Inflasi Dan Suku Bunga Terhadap Return Saham. www.idx.co.id
Salim, A., Uin, P., & Palembang, R. F. (2021). Pengaruh Inflasi Terhadap Pertumbuhan Ekonomi Indonesia. www.bps.go.id,
Sani, R., & Dinuka, V. (2023, January 12). Effect Of Working Capital Efficiency, Liquidity And Leverage Against Profitability. https://doi.org/10.4108/eai.5-10-2022.2325904
Sudipa, P. G., & Yudiaatmaja, F. (2023a). Pengaruh Inflasi, Bi Rate Dan Profitabilitas Terhadap Nilai Perusahaan Property Dan Real Estate Yang Terdaftar Di Bursa Efek Indonesia Tahun 2018-2020. Jurnal Manajemen Dan Bisnis, 5(3).
Sugiyanto, Nana., F. X., Nazar, S. N., & Syafrizal, K. (2021). Inflasi dan Suku Bunga terhadap Return Saham Subsektor Perbankan Indeks KOMPAS100 2015 – 2019. E-Jurnal Akuntansi, 31(6), 1604. https://doi.org/10.24843/eja.2021.v31.i06.p20
Suryo, A., & Wirawan Yasa, G. (2021). Kinerja Keuangan dan Return Saham Perusahaan Blue Chip di Bursa Efek Indonesia. https://doi.org/10.24843/EJA.2021.v
Sutanto, C. (2021). Literature Review: Pengaruh Inflasi Dan Leverage Terhadap Profitabilitas Dan Return Saham. 2(5). https://doi.org/10.31933/jimt.v2i5
Wahyu, E., Budianto, H., Dwi, N., Dewi, T., & Selasi, D. (2023). Pemetaan Penelitian Rasio Net Operating Margin (NOM) pada Perbankan Syariah: Studi Bibliometrik VOSviewer dan Literature Review.
Wirasedana, I. W. P., & Ery Setiawan, P. (2020). Rasio-Rasio Keuangan Sebagai Prediktor Return Saham Pada Perusahaan Manufaktur Yang Terdaftar Di Bursa Efek Indonesia. E-Jurnal Akuntansi, 30(6), 1508. https://doi.org/10.24843/eja.2020.v30.i06.p13
Yudistira, E. R. , & Adiputra, I. M. P. (2020). Pengaruh Faktor Internal dan Ekternal Terhadap Harga Saham.
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