Firm Performance: A Panel Study on the Indonesian Food and Beverage Industry

Published: Sep 24, 2025

Abstract:

Purpose: This study aims to examine how human capital efficiency, structural capital, and capital employed affect the business performance of companies in Indonesia’s food and beverage sector.

Methodology/approach: The research was conducted using secondary data collected from the financial statements of food and beverage companies listed on the Indonesia Stock Exchange for the years 2018-2022. The data analysis was carried out using panel data regression and hypothesis testing with EViews software version 12.

Results and Findings: The results show that both human capital efficiency and structural capital have a significant impact on business performance. However, capital employed efficiency does not have a significant effect. Human and structural capital are found to contribute positively to innovation, productivity, and competitive advantage.

Conclusions: This study shows that the efficiency of human resources has a positive effect on the performance of companies in the Indonesian food and beverage industry, while the efficiency of capital use is not significant, so it is important for companies and the government to focus on developing human resources, innovation, and more optimal capital management.

Limitations: The study is limited to publicly listed food and beverage companies in Indonesia and relies solely on financial data, without incorporating qualitative or industry-specific operational factors.

Contribution: This study makes a significant contribution to the field of strategic management and intellectual capital by providing empirical evidence that both human and structural capital are vital to business performance. It offers practical insights for company managers, policymakers, and researchers interested in enhancing firm value through human capital investment and capital efficiency.

Keywords:
1. Capital Employed
2. Firm Performance
3. Human Capital
4. Structural Capital
Authors:
1 . Michael Michael
2 . William Widjaja
https://orcid.org/0000-0002-3851-9743
3 . Febryanti Simon
How to Cite
Michael, M., Widjaja, W., & Simon, F. (2025). Firm Performance: A Panel Study on the Indonesian Food and Beverage Industry. Jurnal Akuntansi, Keuangan, Dan Manajemen, 6(4), 1093–1105. https://doi.org/10.35912/jakman.v6i4.4888

Downloads

Download data is not yet available.
Issue & Section
References

    References

    AbuKhalifeh, A., Som, A., & AlBattat, A. (2013). Human resource management practices on food and beverage performance a conceptual framework for the Jordan hotel industry. Journal of Tourism and Hospitality, 2(1), 1-3. doi:https://doi/org/10.4172/2167-0269.1000111

    Adelin, N., Rinofah, R., & Kusumawardhani, R. (2023). Pengaruh Struktur Modal, Pertumbuhan Perusahaan Dan Capital Expenditure Terhadap Nilai Perusahaan Dengan Profitabilitas Sebagai Variabel Intervening Pada Perusahaan Yang Terdaftar Di BEI. Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah, 5(6), 2402-2419. doi:https://doi.org/10.47467/alkharaj.v5i6.2315

    Afolabi, B., Oyelakan, B., & Akinwale, O. (2019). Capital Structure and Corporate Performance of Selected Firms on the Nigerian Stock Exchange. Journal of Economics and Business, 2(3), 1-10. doi:https://doi.org/10.31014/aior.1992.02.03.136

    Aidara, S., Mamun, A. A., Nasir, N. A. M., Mohiuddin, M., Nawi, N. C., & Zainol, N. R. (2021). Competitive advantages of the relationship between entrepreneurial competencies and economic sustainability performance. Sustainability, 13(2), 864. doi:https://doi.org/10.3390/su13020864

    AlQershi, N. (2024). Strategic thinking, strategic planning, strategic innovation and the performance of SMEs: The mediating role of human capital. Management Science and Education Innovations, 1(19). doi:https://doi.org/10.5267/j.msl.2020.9.042

    Bhat, D. A. R., & Sharma, V. (2021). Dimensionality and consequences of service innovation: An empirical study of hospitality industry. Cogent Business & Management, 8(1), 1924931. doi:https://doi.org/10.1080/23311975.2021.1924931

    Crook, T. R., Todd, S. Y., Combs, J. G., Woehr, D. J., & Ketchen Jr, D. J. (2011). Does human capital matter? A meta-analysis of the relationship between human capital and firm performance. Journal of applied psychology, 96(3), 443. doi:https://doi.org/10.1037/a0022147

    Do?an, M., & Kevser, M. (2020). The determinants of cash conversion cycle and firm performance: An empirical research for Borsa Istanbul Turkey. Management and Economics Review, 5(2), 197-206.

    Eti, M. C., Ogaji, S., & Probert, S. (2006). Reducing the cost of preventive maintenance (PM) through adopting a proactive reliability-focused culture. Applied energy, 83(11), 1235-1248. doi:https://doi.org/10.1016/j.apenergy.2006.01.002

    Fatima, K., & Yasmin, S. (2022). The Determinants Of Capital Structure Of Companies In An Emerging Economy: A Critical Review. International Journal of Business & Management Studies, 03, 41-52. doi:http://dx.doi.org/10.56734/ijbms.v3n11a4

    Feliana, Y. K., & Novita, E. (2018). Value relevance human capital information on the annual report of indonesia listed companies. Jurnal Keuangan dan Perbankan, 22(4), 614-624.

    Galbreath, J. (2005). Which resources matter the most to firm success? An exploratory study of resource-based theory. Technovation, 25(9), 979-987. doi:https://doi.org/10.1016/j.technovation.2004.02.008

    Gao, X.-r., Hu, X.-j., & Zhang, W. (2014). Human capital as a long-term driving force for the national independent innovation: Evidence from Japanese innovation transformation. Paper presented at the 2014 International Conference on Management Science & Engineering 21th Annual Conference Proceedings.

    Go?a?, Z. (2020). The effect of inventory management on profitability: evidence from the Polish food industry: Case study. Agricultural Economics/Zem?d?lská Ekonomika, 66(5). doi:https://doi.org/10.17221/370/2019-AGRICECON

    Grant, R. M. (1991). The resource-based theory of competitive advantage: implications for strategy formulation. California management review, 33(3), 114-135. doi:https://doi.org/10.2307/41166664

    Growe, G., DeBruine, M., Lee, J. Y., & Tudón Maldonado, J. F. (2014). The profitability and performance measurement of US regional banks using the predictive focus of the “fundamental analysis research” Advances in management accounting (pp. 189-237): Emerald Group Publishing Limited.

    Harahap, I. M., Septiani, I., & Endri, E. (2020). Effect of financial performance on firms’ value of cable companies in Indonesia. Accounting, 6(6), 1103-1110. doi:https://doi.org/10.5267/j.ac.2020.7.008

    Herdiyana, H., Sumarno, A., & Endri, E. (2021). The effect of financial performance on the profitability of food and beverage companies in Indonesia. International journal of financial research, 12(1), 30-39. doi:https://doi.org/10.5430/ijfr.v12n1p30

    Hussain, S., Yu, C., Liu, W., & Ling, X. (2021). Determinants affecting the capital structure decision of a firm: a case study of textile sector in Pakistan. Int. J. Manag. Entrepren. Res, 3(3), 118-133. doi:https://doi.org/10.51594/ijmer.v3i3.214

    Imelda, E., & Himelda, D. (2021). Financing decision as a mediating variable between capital structure and firm performance. Paper presented at the Ninth International Conference on Entrepreneurship and Business Management (ICEBM 2020).

    Ingracia, M., Wijayanto, A., & Saryadi, S. (2022). The mediating effect of company performance on the relationship between capital structure and firm value in food and beverage industry. Jurnal Administrasi Bisnis, 11(2), 117-126. doi:https://doi.org/10.14710/jab.v11i2.45445

    Kartika, T., Edison, E., & Maryani, E. (2024). Tourism village development for sustainable tourism in West Java-Indonesia (hexa helix tourism collaboration perspective). Paper presented at the IOP Conference Series: Earth and Environmental Science.

    Kianto, A., Andreeva, T., & Pavlov, Y. (2013). The impact of intellectual capital management on company competitiveness and financial performance. Knowledge Management Research & Practice, 11(2), 112-122. doi:https://doi.org/10.1057/kmrp.2013.9

    Krulický, T., & Nováková, L. (2023). What asset structure generates the highest possible profit for a manufacturing enterprise? Paper presented at the SHS Web of Conferences.

    Kumar, S., Colombage, S., & Rao, P. (2017). Research on capital structure determinants: a review and future directions. International Journal of Managerial Finance, 13(2), 106-132. doi:https://doi.org/10.1108/IJMF-09-2014-0135

    Kumar, Y. (2017). A comparative study of working capital management in steel authority of India Limited and Tata Steel Limited. INTERNATIONAL JOURNAL OF TRADE & COMMERCE-IIARTC. doi:https://doi.org/10.22161/ijels.54.8

    Lestari, S. P., Wahyuni, S. F., & Affandi, W. S. (2022). The Influence Of Capital Adequacy Ratio, Net Interest Margin And Operational Costs Of Operating Revenue On Return On Asset With Loan Todeposit Ratio As Intervening Variable. Morfai Journal, 2(2), 189-208. doi:https://doi.org/10.54443/morfai.v2i2.244

    Malyuk, V. I., Zotova, E. A., & Esser, M. (2019). Human Capital as a Key Factor of Enterprise Efficiency. Paper presented at the International Conference on Digital Technologies in Logistics and Infrastructure (ICDTLI 2019).

    Mangesti Rahayu, S. (2019). Mediation effects financial performance toward influences of corporate growth and assets utilization. International Journal of Productivity and Performance Management, 68(5), 981-996. doi:https://doi.org/10.1108/IJPPM-05-2018-0199

    Martini, E., Ramli, M. A., Gustyana, T. T., & Nugraha, N. (2021). Impact of Activity Ratio, Profitability, Liquidity, and Asset Structure on Capital Structure in Food and Beverages Companies Listed On Indonesia Stock Exchange Period 2015-2019. Jurnal Manajemen Indonesia, 21(2), 112-119. doi:https://doi.org/10.25124/jmi.v21i2.3514

    Melani, I., & Musqori, N. (2019). The effect of capital adequacy and liquidity on profitability in food and beverage sub sector manufacturing companies listed on the Indonesia Stock Exchange (ISE) Period 2015-2018. Ilomata International Journal of Management, 1(1), 1-7.

    Mohammadhosseini, F., & Rajashekar, H. (2019). Relationship between Capital Structure and Firm Performance: An Analysis of Tech Mahindra Company. The International Journal of Management, 36. doi:https://doi.org/10.18843/ijms/v6i1(5)/04

    Nafisa, W., Akhyar, C., & Matriadi, F. (2023). THE EFFECT OF CAPITAL STRUCTURE, COMPANY SIZE, PROFITABILITY AND DIVIDEND POLICY ON THE VALUE OF FOOD AND BEVERAGE COMPANIES LISTED ON THE INDONESIA STOCK EXCHANGE FOR THE 2017-2021 PERIOD. Journal of Accounting Research, Utility Finance and Digital Assets, 1(3), 223-232. doi:https://doi.org/10.54443/jaruda.v1i3.43

    Nariswari, T. N., & Nugraha, N. M. (2020). Profit growth: Impact of net profit margin, gross profit margin and total assets turnover. International Journal of Finance & Banking Studies, 9(4), 87-96. doi:https://doi.org/10.20525/ijfbs.v9i4.937

    Nur Alyaa, P. R., &, & Nur, D. I., 2(3), 915–926. (2023). Capital structure with company size as a moderating variable in food and beverage companies on the Indonesia Stock Exchange. Jurnal Ekonomi Dan Bisnis Digital, 2(3), 915–926. ( ). doi:https://doi.org/10.55927/ministal.v2i3.4942

    Penuam, A. K., Burhan, M., & Subiyantoro, E. (2021). The Effect of Capital Structure And Inventory Turnover on Net Income Through Net Sales in Food and Beverage Companies on The Indonesia Stock Exchange 2015–2019 Period. International Journal of Advances In Scientific Research and Engineering, 7(9), 08-14. doi:https://doi.org/10.31695/ijasre.2021.34087

    Pratama, B. C., & Innayah, M. (2019). Livestock and Animal Specialities Company in ASEAN: Intellectual Capitals and Performances. Paper presented at the IOP Conference Series: Earth and Environmental Science.

    Prieto, L. C., Phipps, S. T., & Kungu, K. (2020). Facilitating a culture of intrapreneurship: an employee involvement approach. Strategic HR Review, 19(2), 93-95. doi:https://doi.org/10.1108/SHR-04-2020-181

    Pujarani, Q. E., & Hadi, S. (2021). Influence of Liquidity, Leverage, Profitability And Company Size to Company Value (Empire Study on Food Sub-Sector Companies And Beverages Listed on The Indonesia Stock Exchange Period 2014-2017). Basic and Applied Computational and Advanced Research Journal, 1(2), 55-62. doi:https://doi.org/10.11594/bacarj.01.02.02

    Ratmono, D. (2017). Analisis multivariat dan ekonometrika teori, konsep, dan aplikasi dengan EViews 10: BP UNDIP Semarang.

    Rishi, M., Dwivedi, P., & Ghosal, A. (2022). Application of RBV Theory in Business Management-A Bibliometric Analysis. Acta Universitatis Bohemiae Meridionales, 25(2). doi:https://doi.org/10.32725/acta.2022.015

    Salsabila, L., & Rejeki, D. (2021). Pengaruh value added capital employed (VACA), value added human capital (VAHU), structural capital value added (STVA) terhadap profitabilitas. Jurnal Akuntansi Dan Bisnis Krisnadwipayana, 8(3), 364-374. doi:http://dx.doi.org/10.35137/jabk.v8i3.596

    Saparso, S., Winoto, H., & Wahyoedi, S. (2019). Human Capital Investment and Economic Competitiveness (Indonesian Competitiveness among ASEAN Countries). doi:https://doi.org/10.5296/ber.v9i3.15028

    Sari, D. P., Goh, T. S., Elidawati, E., & Sagala, E. (2022). Pengaruh Struktur Aktiva, Operating Leverage, Beban Pajak, dan Laba Ditahan terhadap Struktur Keuangan pada PT. Tona. Ekonomis: Journal of Economics and Business, 6(2), 583-586. doi:http://dx.doi.org/10.33087/ekonomis.v6i2.645

    Shahar, W., & Manja, S. (2018). Determinants of Capital Structure. Reports on Economics and Finance, 4 (3), 139-149.

    Shakespeare, C. (2020). Reporting matters: the real effects of financial reporting on investing and financing decisions. Accounting and Business Research, 50(5), 425-442. doi:https://doi.org/10.1080/00014788.2020.1770928

    Sinaga, K. (2022). Implementasi Teknologi Untuk Pengembangan Sumber Daya Manusia pada Korporasi. Jurnal Ilmiah Universitas Batanghari Jambi, 22(1), 42-45. doi:http://dx.doi.org/10.33087/jiubj.v22i1.2007

    Soetanto, T., & Liem, P. F. (2019). Intellectual capital in Indonesia: dynamic panel approach. Journal of Asia Business Studies, 13(2), 240-262. doi:https://doi.org/10.1108/JABS-02-2018-0059

    Sunarto, S., & Pratiwi, R. (2022). Peran Human Capital dalam Efektifitas Strategi Inovasi pada Era Teknologi. Iqtisad: Reconstruction of Justice and Welfare for Indonesia, 9(1), 73-84. doi:https://doi.org/10.31942/iq.v9i1.6394

    Sunaryo, D. (2020). The effect of net profit margin, return on asset, return on equity on share prices in The Southeast Asian metal industry. International Journal of Science, Technology & Management, 1(3), 198-208. doi:https://doi.org/10.46729/ijstm.v1i3.47

    Surono, Y., & Akbar, A. (2020). Pengaruh Struktur Modal, Struktur Kepemilikan, Faktor Teknikal Terhadap Profitabilitas dengan Total Pendapatan Sebagai Variabel Moderasi Pada Sub Sektor Perkebunan Di Bursa Efek Indonesia Periode 2015-2018. J-MAS (Jurnal Manajemen dan Sains), 5(2), 218-226. doi:http://dx.doi.org/10.33087/jmas.v5i2.185

    Susila, G. P. A. J., Heryanda, K. K., & Putra, K. E. S. (2020). The Effect of Company Size and Capital Structure on Company Value. Paper presented at the 5th International Conference on Tourism, Economics, Accounting, Management and Social Science (TEAMS 2020).

    Sutisna, E., Pasolo, F., Sutisman, E., & Mariana, L. (2023). The Effect of Intellectual Capital on Financial Company: Empirical Study from Indonesia. Daengku: Journal of Humanities and Social Sciences Innovation, 3(1), 139-155. doi:https://doi.org/10.35877/454RI.daengku1347

    Teece, D. J. (2019). A capability theory of the firm: an economics and (strategic) management perspective. New zealand economic papers, 53(1), 1-43. doi:https://doi.org/10.1080/00779954.2017.1371208

    Upadhyay, R. (2023). Role of training and development on employee performance: A quantitative investigation. Psychology and Education, 55(1), 563-571. doi:https://doi.org/10.48047/pne.2018.55.1.69

    Wooldridge, J. M. (2002). Econometric analysis of cross section and panel data MIT press. Cambridge, ma, 108(2), 245-254.

    Wulandari, B., br Bukit, V. T. A., Manik, D. O., Napitupulu, C. H. G., & Tambunan, E. (2022). The Influence of ROE, Intelectual Capital, Leverage, ROA, Liquidity, Dividend Policy on Financial Performance in the Food and Beverage Sub Sector Manufacturing Companies on IDX For The 2018–2020 Period. Devotion: Journal of Research and Community Service, 3(5), 452-461. doi:https://doi.org/10.36418/dev.v3i5.140

    Yanti, U., & Munir, A. (2021). The effect of capital structure on profitability food and beverage sub sector manufacturing companies listed on the Indonesia Stock Exchange, 2018-2021. IDEAS: Journal of Management & Technology, 1(2), 28. doi:http://e-journal.president.ac.id/presunivojs/index.php/IDEAS

  1. References
  2. AbuKhalifeh, A., Som, A., & AlBattat, A. (2013). Human resource management practices on food and beverage performance a conceptual framework for the Jordan hotel industry. Journal of Tourism and Hospitality, 2(1), 1-3. doi:https://doi/org/10.4172/2167-0269.1000111
  3. Adelin, N., Rinofah, R., & Kusumawardhani, R. (2023). Pengaruh Struktur Modal, Pertumbuhan Perusahaan Dan Capital Expenditure Terhadap Nilai Perusahaan Dengan Profitabilitas Sebagai Variabel Intervening Pada Perusahaan Yang Terdaftar Di BEI. Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah, 5(6), 2402-2419. doi:https://doi.org/10.47467/alkharaj.v5i6.2315
  4. Afolabi, B., Oyelakan, B., & Akinwale, O. (2019). Capital Structure and Corporate Performance of Selected Firms on the Nigerian Stock Exchange. Journal of Economics and Business, 2(3), 1-10. doi:https://doi.org/10.31014/aior.1992.02.03.136
  5. Aidara, S., Mamun, A. A., Nasir, N. A. M., Mohiuddin, M., Nawi, N. C., & Zainol, N. R. (2021). Competitive advantages of the relationship between entrepreneurial competencies and economic sustainability performance. Sustainability, 13(2), 864. doi:https://doi.org/10.3390/su13020864
  6. AlQershi, N. (2024). Strategic thinking, strategic planning, strategic innovation and the performance of SMEs: The mediating role of human capital. Management Science and Education Innovations, 1(19). doi:https://doi.org/10.5267/j.msl.2020.9.042
  7. Bhat, D. A. R., & Sharma, V. (2021). Dimensionality and consequences of service innovation: An empirical study of hospitality industry. Cogent Business & Management, 8(1), 1924931. doi:https://doi.org/10.1080/23311975.2021.1924931
  8. Crook, T. R., Todd, S. Y., Combs, J. G., Woehr, D. J., & Ketchen Jr, D. J. (2011). Does human capital matter? A meta-analysis of the relationship between human capital and firm performance. Journal of applied psychology, 96(3), 443. doi:https://doi.org/10.1037/a0022147
  9. Do?an, M., & Kevser, M. (2020). The determinants of cash conversion cycle and firm performance: An empirical research for Borsa Istanbul Turkey. Management and Economics Review, 5(2), 197-206.
  10. Eti, M. C., Ogaji, S., & Probert, S. (2006). Reducing the cost of preventive maintenance (PM) through adopting a proactive reliability-focused culture. Applied energy, 83(11), 1235-1248. doi:https://doi.org/10.1016/j.apenergy.2006.01.002
  11. Fatima, K., & Yasmin, S. (2022). The Determinants Of Capital Structure Of Companies In An Emerging Economy: A Critical Review. International Journal of Business & Management Studies, 03, 41-52. doi:http://dx.doi.org/10.56734/ijbms.v3n11a4
  12. Feliana, Y. K., & Novita, E. (2018). Value relevance human capital information on the annual report of indonesia listed companies. Jurnal Keuangan dan Perbankan, 22(4), 614-624.
  13. Galbreath, J. (2005). Which resources matter the most to firm success? An exploratory study of resource-based theory. Technovation, 25(9), 979-987. doi:https://doi.org/10.1016/j.technovation.2004.02.008
  14. Gao, X.-r., Hu, X.-j., & Zhang, W. (2014). Human capital as a long-term driving force for the national independent innovation: Evidence from Japanese innovation transformation. Paper presented at the 2014 International Conference on Management Science & Engineering 21th Annual Conference Proceedings.
  15. Go?a?, Z. (2020). The effect of inventory management on profitability: evidence from the Polish food industry: Case study. Agricultural Economics/Zem?d?lská Ekonomika, 66(5). doi:https://doi.org/10.17221/370/2019-AGRICECON
  16. Grant, R. M. (1991). The resource-based theory of competitive advantage: implications for strategy formulation. California management review, 33(3), 114-135. doi:https://doi.org/10.2307/41166664
  17. Growe, G., DeBruine, M., Lee, J. Y., & Tudón Maldonado, J. F. (2014). The profitability and performance measurement of US regional banks using the predictive focus of the “fundamental analysis research” Advances in management accounting (pp. 189-237): Emerald Group Publishing Limited.
  18. Harahap, I. M., Septiani, I., & Endri, E. (2020). Effect of financial performance on firms’ value of cable companies in Indonesia. Accounting, 6(6), 1103-1110. doi:https://doi.org/10.5267/j.ac.2020.7.008
  19. Herdiyana, H., Sumarno, A., & Endri, E. (2021). The effect of financial performance on the profitability of food and beverage companies in Indonesia. International journal of financial research, 12(1), 30-39. doi:https://doi.org/10.5430/ijfr.v12n1p30
  20. Hussain, S., Yu, C., Liu, W., & Ling, X. (2021). Determinants affecting the capital structure decision of a firm: a case study of textile sector in Pakistan. Int. J. Manag. Entrepren. Res, 3(3), 118-133. doi:https://doi.org/10.51594/ijmer.v3i3.214
  21. Imelda, E., & Himelda, D. (2021). Financing decision as a mediating variable between capital structure and firm performance. Paper presented at the Ninth International Conference on Entrepreneurship and Business Management (ICEBM 2020).
  22. Ingracia, M., Wijayanto, A., & Saryadi, S. (2022). The mediating effect of company performance on the relationship between capital structure and firm value in food and beverage industry. Jurnal Administrasi Bisnis, 11(2), 117-126. doi:https://doi.org/10.14710/jab.v11i2.45445
  23. Kartika, T., Edison, E., & Maryani, E. (2024). Tourism village development for sustainable tourism in West Java-Indonesia (hexa helix tourism collaboration perspective). Paper presented at the IOP Conference Series: Earth and Environmental Science.
  24. Kianto, A., Andreeva, T., & Pavlov, Y. (2013). The impact of intellectual capital management on company competitiveness and financial performance. Knowledge Management Research & Practice, 11(2), 112-122. doi:https://doi.org/10.1057/kmrp.2013.9
  25. Krulický, T., & Nováková, L. (2023). What asset structure generates the highest possible profit for a manufacturing enterprise? Paper presented at the SHS Web of Conferences.
  26. Kumar, S., Colombage, S., & Rao, P. (2017). Research on capital structure determinants: a review and future directions. International Journal of Managerial Finance, 13(2), 106-132. doi:https://doi.org/10.1108/IJMF-09-2014-0135
  27. Kumar, Y. (2017). A comparative study of working capital management in steel authority of India Limited and Tata Steel Limited. INTERNATIONAL JOURNAL OF TRADE & COMMERCE-IIARTC. doi:https://doi.org/10.22161/ijels.54.8
  28. Lestari, S. P., Wahyuni, S. F., & Affandi, W. S. (2022). The Influence Of Capital Adequacy Ratio, Net Interest Margin And Operational Costs Of Operating Revenue On Return On Asset With Loan Todeposit Ratio As Intervening Variable. Morfai Journal, 2(2), 189-208. doi:https://doi.org/10.54443/morfai.v2i2.244
  29. Malyuk, V. I., Zotova, E. A., & Esser, M. (2019). Human Capital as a Key Factor of Enterprise Efficiency. Paper presented at the International Conference on Digital Technologies in Logistics and Infrastructure (ICDTLI 2019).
  30. Mangesti Rahayu, S. (2019). Mediation effects financial performance toward influences of corporate growth and assets utilization. International Journal of Productivity and Performance Management, 68(5), 981-996. doi:https://doi.org/10.1108/IJPPM-05-2018-0199
  31. Martini, E., Ramli, M. A., Gustyana, T. T., & Nugraha, N. (2021). Impact of Activity Ratio, Profitability, Liquidity, and Asset Structure on Capital Structure in Food and Beverages Companies Listed On Indonesia Stock Exchange Period 2015-2019. Jurnal Manajemen Indonesia, 21(2), 112-119. doi:https://doi.org/10.25124/jmi.v21i2.3514
  32. Melani, I., & Musqori, N. (2019). The effect of capital adequacy and liquidity on profitability in food and beverage sub sector manufacturing companies listed on the Indonesia Stock Exchange (ISE) Period 2015-2018. Ilomata International Journal of Management, 1(1), 1-7.
  33. Mohammadhosseini, F., & Rajashekar, H. (2019). Relationship between Capital Structure and Firm Performance: An Analysis of Tech Mahindra Company. The International Journal of Management, 36. doi:https://doi.org/10.18843/ijms/v6i1(5)/04
  34. Nafisa, W., Akhyar, C., & Matriadi, F. (2023). THE EFFECT OF CAPITAL STRUCTURE, COMPANY SIZE, PROFITABILITY AND DIVIDEND POLICY ON THE VALUE OF FOOD AND BEVERAGE COMPANIES LISTED ON THE INDONESIA STOCK EXCHANGE FOR THE 2017-2021 PERIOD. Journal of Accounting Research, Utility Finance and Digital Assets, 1(3), 223-232. doi:https://doi.org/10.54443/jaruda.v1i3.43
  35. Nariswari, T. N., & Nugraha, N. M. (2020). Profit growth: Impact of net profit margin, gross profit margin and total assets turnover. International Journal of Finance & Banking Studies, 9(4), 87-96. doi:https://doi.org/10.20525/ijfbs.v9i4.937
  36. Nur Alyaa, P. R., &, & Nur, D. I., 2(3), 915–926. (2023). Capital structure with company size as a moderating variable in food and beverage companies on the Indonesia Stock Exchange. Jurnal Ekonomi Dan Bisnis Digital, 2(3), 915–926. ( ). doi:https://doi.org/10.55927/ministal.v2i3.4942
  37. Penuam, A. K., Burhan, M., & Subiyantoro, E. (2021). The Effect of Capital Structure And Inventory Turnover on Net Income Through Net Sales in Food and Beverage Companies on The Indonesia Stock Exchange 2015–2019 Period. International Journal of Advances In Scientific Research and Engineering, 7(9), 08-14. doi:https://doi.org/10.31695/ijasre.2021.34087
  38. Pratama, B. C., & Innayah, M. (2019). Livestock and Animal Specialities Company in ASEAN: Intellectual Capitals and Performances. Paper presented at the IOP Conference Series: Earth and Environmental Science.
  39. Prieto, L. C., Phipps, S. T., & Kungu, K. (2020). Facilitating a culture of intrapreneurship: an employee involvement approach. Strategic HR Review, 19(2), 93-95. doi:https://doi.org/10.1108/SHR-04-2020-181
  40. Pujarani, Q. E., & Hadi, S. (2021). Influence of Liquidity, Leverage, Profitability And Company Size to Company Value (Empire Study on Food Sub-Sector Companies And Beverages Listed on The Indonesia Stock Exchange Period 2014-2017). Basic and Applied Computational and Advanced Research Journal, 1(2), 55-62. doi:https://doi.org/10.11594/bacarj.01.02.02
  41. Ratmono, D. (2017). Analisis multivariat dan ekonometrika teori, konsep, dan aplikasi dengan EViews 10: BP UNDIP Semarang.
  42. Rishi, M., Dwivedi, P., & Ghosal, A. (2022). Application of RBV Theory in Business Management-A Bibliometric Analysis. Acta Universitatis Bohemiae Meridionales, 25(2). doi:https://doi.org/10.32725/acta.2022.015
  43. Salsabila, L., & Rejeki, D. (2021). Pengaruh value added capital employed (VACA), value added human capital (VAHU), structural capital value added (STVA) terhadap profitabilitas. Jurnal Akuntansi Dan Bisnis Krisnadwipayana, 8(3), 364-374. doi:http://dx.doi.org/10.35137/jabk.v8i3.596
  44. Saparso, S., Winoto, H., & Wahyoedi, S. (2019). Human Capital Investment and Economic Competitiveness (Indonesian Competitiveness among ASEAN Countries). doi:https://doi.org/10.5296/ber.v9i3.15028
  45. Sari, D. P., Goh, T. S., Elidawati, E., & Sagala, E. (2022). Pengaruh Struktur Aktiva, Operating Leverage, Beban Pajak, dan Laba Ditahan terhadap Struktur Keuangan pada PT. Tona. Ekonomis: Journal of Economics and Business, 6(2), 583-586. doi:http://dx.doi.org/10.33087/ekonomis.v6i2.645
  46. Shahar, W., & Manja, S. (2018). Determinants of Capital Structure. Reports on Economics and Finance, 4 (3), 139-149.
  47. Shakespeare, C. (2020). Reporting matters: the real effects of financial reporting on investing and financing decisions. Accounting and Business Research, 50(5), 425-442. doi:https://doi.org/10.1080/00014788.2020.1770928
  48. Sinaga, K. (2022). Implementasi Teknologi Untuk Pengembangan Sumber Daya Manusia pada Korporasi. Jurnal Ilmiah Universitas Batanghari Jambi, 22(1), 42-45. doi:http://dx.doi.org/10.33087/jiubj.v22i1.2007
  49. Soetanto, T., & Liem, P. F. (2019). Intellectual capital in Indonesia: dynamic panel approach. Journal of Asia Business Studies, 13(2), 240-262. doi:https://doi.org/10.1108/JABS-02-2018-0059
  50. Sunarto, S., & Pratiwi, R. (2022). Peran Human Capital dalam Efektifitas Strategi Inovasi pada Era Teknologi. Iqtisad: Reconstruction of Justice and Welfare for Indonesia, 9(1), 73-84. doi:https://doi.org/10.31942/iq.v9i1.6394
  51. Sunaryo, D. (2020). The effect of net profit margin, return on asset, return on equity on share prices in The Southeast Asian metal industry. International Journal of Science, Technology & Management, 1(3), 198-208. doi:https://doi.org/10.46729/ijstm.v1i3.47
  52. Surono, Y., & Akbar, A. (2020). Pengaruh Struktur Modal, Struktur Kepemilikan, Faktor Teknikal Terhadap Profitabilitas dengan Total Pendapatan Sebagai Variabel Moderasi Pada Sub Sektor Perkebunan Di Bursa Efek Indonesia Periode 2015-2018. J-MAS (Jurnal Manajemen dan Sains), 5(2), 218-226. doi:http://dx.doi.org/10.33087/jmas.v5i2.185
  53. Susila, G. P. A. J., Heryanda, K. K., & Putra, K. E. S. (2020). The Effect of Company Size and Capital Structure on Company Value. Paper presented at the 5th International Conference on Tourism, Economics, Accounting, Management and Social Science (TEAMS 2020).
  54. Sutisna, E., Pasolo, F., Sutisman, E., & Mariana, L. (2023). The Effect of Intellectual Capital on Financial Company: Empirical Study from Indonesia. Daengku: Journal of Humanities and Social Sciences Innovation, 3(1), 139-155. doi:https://doi.org/10.35877/454RI.daengku1347
  55. Teece, D. J. (2019). A capability theory of the firm: an economics and (strategic) management perspective. New zealand economic papers, 53(1), 1-43. doi:https://doi.org/10.1080/00779954.2017.1371208
  56. Upadhyay, R. (2023). Role of training and development on employee performance: A quantitative investigation. Psychology and Education, 55(1), 563-571. doi:https://doi.org/10.48047/pne.2018.55.1.69
  57. Wooldridge, J. M. (2002). Econometric analysis of cross section and panel data MIT press. Cambridge, ma, 108(2), 245-254.
  58. Wulandari, B., br Bukit, V. T. A., Manik, D. O., Napitupulu, C. H. G., & Tambunan, E. (2022). The Influence of ROE, Intelectual Capital, Leverage, ROA, Liquidity, Dividend Policy on Financial Performance in the Food and Beverage Sub Sector Manufacturing Companies on IDX For The 2018–2020 Period. Devotion: Journal of Research and Community Service, 3(5), 452-461. doi:https://doi.org/10.36418/dev.v3i5.140
  59. Yanti, U., & Munir, A. (2021). The effect of capital structure on profitability food and beverage sub sector manufacturing companies listed on the Indonesia Stock Exchange, 2018-2021. IDEAS: Journal of Management & Technology, 1(2), 28. doi:http://e-journal.president.ac.id/presunivojs/index.php/IDEAS