Effects of Leverage, Size, ROA, GDP on Firm Value: Indonesia Automotive & Allied 2022–2024
DOI:
https://doi.org/10.55606/jumbiku.v5i3.6044Keywords:
Financial Leverage, Firm Size, Firm Value, GDP, ROAAbstract
This study investigates the effects of Financial Leverage, Firm Size, Return on Assets (ROA), and Gross Domestic Product (GDP) on firm value among Automotive & Allied Products issuers listed on the Indonesia Stock Exchange during 2022–2024. Data from 10 companies (N = 30 firm-years), sourced from ICMD and financial reports, were analyzed using panel data regression. Based on Chow, Hausman, and Lagrange Multiplier tests, the Random Effects Model (REM) was selected. Results show that GDP significantly and positively influences firm value (β = 0.016750; p = 0.0206), while leverage, firm size, and ROA do not show significant effects. The joint F-test is also insignificant (F = 1.531921; p = 0.223398) with an Adjusted R² of 0.068353. These findings suggest that macroeconomic factors play a more dominant role in valuing cyclical sectors like automotive, compared to short-term firm-specific indicators. Managerial implications include adopting cycle-sensitive planning, enhancing cash flow resilience, and cautious debt and scale management. This study contributes post-pandemic insights to emerging-market literature and recommends future research with broader timeframes, dynamic models, and additional variables to address endogeneity and improve result robustness.
Downloads
References
Abrevaya, J., & Hsu, Y.-C. (2021). Partial effects in non-linear panel data models with correlated random effects. Econometrics Journal, 24(3), 519–535. https://doi.org/10.1093/ectj/utab004
Alabdulkarim, M. (2024). Revolutionizing emerging market equity investments: A strategic framework. Humanities and Social Sciences Communications, 11, 618. https://doi.org/10.1057/s41599-024-04211-x
Bahraïni, S., Endri, E., & Abidin, R. Z. (2021). Determinants of firm value: A case study of the food and beverage sector of Indonesia. Journal of Asian Finance, Economics and Business, 8(6), 839–847. https://doi.org/10.13106/JAFEB.2021.VOL8.NO6.0839
Chakkravarthy, B., Irudayasamy, F. G., Elangovan, R., Rengaraju, N., & Parayitam, S. (2024). Relationship between return on assets and firm value: Institutional holdings and firm size as moderators. Quality & Quantity, 58(2), 1217–1233. https://doi.org/10.1007/s11135-023-01696-7
Dincă, M. S., Dincă, G., & Oncioiu, I. (2022). The relationship between ESG and firm value: Case study in the automotive industry. Frontiers in Environmental Science, 10, 1059906. https://doi.org/10.3389/fenvs.2022.1059906
Diantimala, Y., Mulyati, S., & Muslim, M. (2021). Firm size sensitivity on the correlation between financing decision and firm value: Evidence from Indonesia. Cogent Business & Management, 8(1), 1926404. https://doi.org/10.1080/23311975.2021.1926404
de Oliveira, N. A., & Basso, L. F. C. (2024). The impact of value creation (Tobin’s Q), total liabilities to total assets, and other indicators on corporate credit ratings. Risks, 12(2), 44. https://doi.org/10.3390/risks12020044
Hsu, J., Ritter, J., Wool, P., & Zhao, Y. (2022). What matters more for emerging markets investors? The Journal of Portfolio Management, 48(8), 11–25. https://doi.org/10.3905/jpm.2022.1.368
Hoang, T. C. (2022). Active portfolio management for emerging and frontier markets: Theory and practice. Cogent Economics & Finance, 10(1), 2114163. https://doi.org/10.1080/23322039.2022.2114163
Jezková, V., Rowland, Z., Machová, V., & Hejda, J. (2020). The intrinsic value of an enterprise determined using the FCFE tool. Sustainability, 12(21), 8868. https://doi.org/10.3390/su12218868
Jihadi, M., Vilantika, E., Hashemi, S. M., Arifin, Z., Bachtiar, Y., & Sholichah, F. (2021). The effect of liquidity, leverage, and profitability on firm value: Empirical evidence from Indonesia. Journal of Asian Finance, Economics and Business, 8(3), 423–431. https://doi.org/10.13106/JAFEB.2021.VOL8.NO3.0423
Joseph, A., & Abraham, J. (2024). Macro-financial nexus: A systematic review on the impact of macroeconomic variables on bank stocks. Cogent Economics & Finance, 12(1), 2354101. https://doi.org/10.1080/23322039.2024.2354101
Keswani, S., & Tiwari, A. K. (2024). Relationship among macroeconomic factors and stock prices: Evidence from India. Cogent Economics & Finance, 12(1), 2355017. https://doi.org/10.1080/23322039.2024.2355017
Lim, H.-J., & Mali, D. (2024). Does market performance (Tobin’s Q) have a negative effect on credit ratings? Evidence from South Korea. Applied Financial Economics, 31(1), 1–22. https://doi.org/10.1007/s10690-023-09406-x
Marpaung, N. N., & Rahmat, A. (2024). Macroeconomic fundamentals and Jakarta Composite Index volatility pre- and post-COVID-19. SAGE Open, 14(2), 21582440241247894. https://doi.org/10.1177/21582440241247894
Pratt, J. (2023). Leverage and firm value: A review and synthesis. Economic Notes, 52(3), e12218. https://doi.org/10.1111/ecno.12218
Sudiyatno, B., Puspitasari, E., Suwarti, T., & Asyif, M. M. (2020). Determinants of firm value and profitability: Evidence from Indonesia. Journal of Asian Finance, Economics and Business, 7(11), 769–778. https://doi.org/10.13106/jafeb.2020.vol7.no11.769
Suriani, S., Firdaus, & Wahyudi, R. (2024). Exploring the nexus between sectoral stock market performance and economic fluctuations in Indonesia. Cogent Business & Management, 11(1), 2336681. https://doi.org/10.1080/23311975.2024.2336681
Suteja, J., Dida, S., Aryandhana, A., Sunarsi, D., & Gunardi, A. (2023). Investment decision and firm value: Moderating effects of corporate social responsibility and profitability on the IDX. Journal of Risk and Financial Management, 16(1), 40. https://doi.org/10.3390/jrfm16010040
Thorbecke, W. (2021). The weak rupiah: Catching the tailwinds and avoiding the headwinds. Asia-Pacific Financial Markets, 28(3), 393–410. https://doi.org/10.1007/s40847-020-00111-3
Thorbecke, W. (2024). Macroeconomic shocks and economic performance in Indonesia: Forecasting sectoral stock returns. Journal of Risk and Financial Management, 17(3), 116. https://doi.org/10.3390/jrfm17030116
Tran Minh, D. (2022). The non-linear impact of leverage on firm value: The role of cash holdings. Cogent Economics & Finance, 10(1), 2114304. https://doi.org/10.1080/23311975.2022.2114304
Bahraini, S., Endri, E., & Abidin, R. Z. (2021). Determinants of firm value: A case study of the F&B sector. JAFEB, 8(6), 839–847. https://doi.org/10.13106/JAFEB.2021.VOL8.NO6.0839
CSR, Profitability and Firm Value: Evidence from Indonesia. (2020). JAFEB, 7(9), 1–10. https://doi.org/10.13106/jafeb.2020.vol7.no9.001
Investment Decisions of Energy Sector Companies on the IDX: Profitability as a Moderator. (2022). International Journal of Energy Economics and Policy, 12(5), 260–268. https://doi.org/10.32479/ijeep.13642
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Jurnal Manajemen, Bisnis dan Kewirausahaan

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.





