Capital Intensity, Liquidity, and Leverage on Profitability with Operational Efficiency as a Mediating Variable in Manufacturing Firms
DOI:
https://doi.org/10.38035/dijms.v7i6.7335Keywords:
Capital Intensity, Liquidity, Leverage, Operational Efficiency, ProfitabilityAbstract
Manufacturing is the largest contributor to Indonesia's gross domestic product, yet the average return on assets of listed manufacturers declined from 0.0667 in 2021 to 0.0335 in 2024. The research gap addressed here is that prior studies test the direct effects of asset structure and financing decisions on profitability without explaining the internal mechanism through which those effects travel. This study examines whether operational efficiency mediates the effects of capital intensity, liquidity, and leverage on profitability. The sample consists of 45 manufacturing firms listed on the Indonesia Stock Exchange during 2020 to 2024, producing 222 firm-year observations. Panel regression was estimated in EViews 13 and the mediation test was run in Stata 15 using a cluster bootstrap with 5,000 replications. Model selection used the Chow, Hausman, Lagrange Multiplier, and Mundlak tests, and inference relied on cluster-robust standard errors. Capital intensity lowers operational efficiency, operational efficiency raises profitability, and operational efficiency fully mediates the effect of capital intensity on profitability. Liquidity and leverage affect neither variable. The novelty of this study is evidence that asset turnover is the single channel linking asset structure to profitability, while financing decisions do not determine profitability during crisis and recovery
References
Aldy, R. (2018). Pengaruh capital intensity ratio terhadap return on assets pada perusahaan asuransi dan perbankan yang terdaftar di Bursa Efek Indonesia periode 2011–2015. Jurnal Manajemen dan Keuangan, 7(2), 45–58.
Anggraini, D. (2023). Pengaruh likuiditas terhadap profitabilitas pada perusahaan manufaktur LQ45 di Bursa Efek Indonesia periode 2019–2022. Jurnal Riset Akuntansi dan Keuangan, 11(3), 201–214.
Badan Pusat Statistik. (2024). Pertumbuhan ekonomi Indonesia triwulan IV 2024. Badan Pusat Statistik.
Baltagi, B. H. (2021). Econometric analysis of panel data (6th ed.). Springer.
Baltagi, B. H., & Song, S. H. (2006). Unbalanced panel data: A survey. Statistical Papers, 47(4), 493–523. https://doi.org/10.1007/s00362-006-0304-0
Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in social psychological research. Journal of Personality and Social Psychology, 51(6), 1173–1182. https://doi.org/10.1037/0022-3514.51.6.1173
Brigham, E. F., & Houston, J. F. (2019). Fundamentals of financial management (15th ed.). Cengage Learning.
Cameron, A. C., & Miller, D. L. (2015). A practitioner's guide to cluster-robust inference. Journal of Human Resources, 50(2), 317–372. https://doi.org/10.3368/jhr.50.2.317
Ghozali, I. (2018). Aplikasi analisis multivariate dengan program IBM SPSS 25 (9th ed.). Badan Penerbit Universitas Diponegoro.
Gujarati, D. N., & Porter, D. C. (2009). Basic econometrics (5th ed.). McGraw-Hill.
Hayes, A. F., & Scharkow, M. (2013). The relative trustworthiness of inferential tests of the indirect effect in statistical mediation analysis. Psychological Science, 24(10), 1918–1927. https://doi.org/10.1177/0956797613480187
Ibrahimov, O., Vancsura, L., & Parádi-Dolgos, A. (2025). The impact of macroeconomic factors on the firm's performance—Empirical analysis from Türkiye. Economies, 13(4), 111. https://doi.org/10.3390/economies13040111
Isibor, E., & Esechie, E. T. (2026). Corporate financial performance and macroeconomic dynamics of listed manufacturing firms in Nigeria. African Banking and Finance Review Journal, 21(6), 240–256.
Jaysa, R., Lusiana, & Sari, S. (2026). Pengaruh inflasi dan perubahan kurs terhadap profitabilitas dengan struktur modal sebagai variabel intervening. Jurnal Spektrum Ekonomi, 9(2).
Jensen, M. C., & Meckling, W. H. (1976). Theory of the firm: Managerial behavior, agency costs and ownership structure. Journal of Financial Economics, 3(4), 305–360. https://doi.org/10.1016/0304-405X(76)90026-X
Kementerian Perindustrian Republik Indonesia. (2024). Laporan kinerja industri manufaktur 2024. Kementerian Perindustrian RI.
Kurniawan, A., Santoso, B., & Wijaya, T. (2023). Pengaruh debt to equity ratio terhadap return on assets pada perusahaan manufaktur di Bursa Efek Indonesia. Jurnal Akuntansi dan Bisnis, 15(1), 33–47.
Leone, A. J., Minutti-Meza, M., & Wasley, C. E. (2019). Influential observations and inference in accounting research. The Accounting Review, 94(6), 337–364. https://doi.org/10.2308/accr-52396
Margaritis, D., & Psillaki, M. (2010). Capital structure, equity ownership and firm performance. Journal of Banking & Finance, 34(3), 621–632. https://doi.org/10.1016/j.jbankfin.2009.08.023
Mitra, S., Gupta, A., & Sharma, R. (2023). Economic growth and manufacturing firm performance in India. Journal of Emerging Market Finance, 22(3), 245–268.
Modigliani, F., & Miller, M. H. (1963). Corporate income taxes and the cost of capital: A correction. The American Economic Review, 53(3), 433–443.
Mundlak, Y. (1978). On the pooling of time series and cross section data. Econometrica, 46(1), 69–85. https://doi.org/10.2307/1913646
Myers, S. C., & Majluf, N. S. (1984). Corporate financing and investment decisions when firms have information that investors do not have. Journal of Financial Economics, 13(2), 187–221. https://doi.org/10.1016/0304-405X(84)90023-0
Noor, S. (2024). Pengaruh capital intensity terhadap profitabilitas perusahaan manufaktur di Indonesia. Jurnal Ilmu Manajemen dan Akuntansi, 12(2), 88–101.
Pratiwi, N. (2022). Total asset turnover sebagai variabel intervening dalam pengaruh current ratio terhadap return on equity. Jurnal Ekonomi dan Bisnis, 9(4), 155–168.
Preacher, K. J., & Hayes, A. F. (2008). Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behavior Research Methods, 40(3), 879–891. https://doi.org/10.3758/BRM.40.3.879
Putri, P. W., Widnyana, I. W., & Sukadana, I. W. (2025). Pengaruh inflasi, ukuran perusahaan, dan umur perusahaan terhadap profitabilitas. EMAS: Jurnal Ekonomi, Manajemen dan Bisnis, 6(2), 373–388. https://doi.org/10.36733/emas.v6i2.11325
Ross, S. A., Westerfield, R. W., & Jordan, B. D. (2019). Fundamentals of corporate finance (12th ed.). McGraw-Hill Education.
Sayyidah, R. G., & Riyanti, R. (2026). Pengaruh current ratio, debt to equity ratio dan total assets turnover terhadap profitabilitas. RIGGS: Journal of Artificial Intelligence and Digital Business, 4(4), 15112–15119. https://doi.org/10.31004/riggs.v4i4.6079
Tibbe, T. D., & Montoya, A. K. (2022). Correcting the bias correction for the bootstrap confidence interval in mediation analysis. Frontiers in Psychology, 13, 810258. https://doi.org/10.3389/fpsyg.2022.810258
Wahyuni, S., Ramadhan, F., & Utami, P. (2024). Dampak pandemi COVID-19 terhadap profitabilitas perusahaan manufaktur. Jurnal Riset Ekonomi dan Manajemen, 21(1), 12–26.
Wansbeek, T., & Kapteyn, A. (1989). Estimation of the error-components model with incomplete panels. Journal of Econometrics, 41(3), 341–361. https://doi.org/10.1016/0304-4076(89)90057-4
Waruwu, K. (2026). Pengaruh capital intensity terhadap profitabilitas perusahaan manufaktur sektor consumer non-cyclical. Jurnal Manajemen Keuangan Terapan, 4(1), 20–32.
Wooldridge, J. M. (2010). Econometric analysis of cross section and panel data (2nd ed.). MIT Press.
Zarkasyi, W., Ramadhan, A., & Fauzi, I. (2021). Pengaruh current ratio dan debt to equity ratio terhadap return on assets. Jurnal Akuntansi dan Keuangan Indonesia, 18(2), 99–113.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 M Fachmi Dwi Putra, Zainul Kisman

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish their manuscripts in this journal agree to the following conditions:
- The copyright on each article belongs to the author(s).
- The author acknowledges that the Dinasti International Journal of Management Science (DIJMS) has the right to be the first to publish with a Creative Commons Attribution 4.0 International license (Attribution 4.0 International (CC BY 4.0).
- Authors can submit articles separately, arrange for the non-exclusive distribution of manuscripts that have been published in this journal into other versions (e.g., sent to the author's institutional repository, publication into books, etc.), by acknowledging that the manuscript has been published for the first time in the Dinasti International Journal of Management Science (DIJMS).











































