Impact of firms’ size, leverage, and net profit margin on firms’ profitability in the manufacturing sector of Bangladesh: An empirical analysis using GMM estimation
Year 2023,
Volume: 5 Issue: 1, 1 - 9, 30.06.2023
Hasibul Islam
,
Junaid Rahman
,
Tipon Tanchangya
,
Mohammad Aminul Islam
Abstract
The study investigated the factors that influence the return on assets (ROA) of manufacturing firms in Bangladesh. The study relied on secondary data sourced from the audited annual reports of 15 leading manufacturing firms in Bangladesh, covering a period of ten years from 2013 to 2022. The sample firms were selected based on their listing on the Dhaka Stock Exchange (DSE)-30 and Chittagong Stock Exchange (CSE)-30 indices and their status as leading firms in the manufacturing sector using the purposeful sampling method. The study employed the one-step generalized method of moments (GMM) estimator to analyze the data, addressing the presence of endogeneity and heteroskedasticity. The results of the study indicated that the natural logarithms of net profit margin (NPM) and total sales (TS) have a significant positive relationship with ROA, while the natural logarithm of total assets (TA) has a significant negative relationship with ROA. However, the study did not find any significant relationship between the leverage ratio (D RATIO) and ROA. The lagged value of the dependent variable (L) was also found to be insignificant. The study's findings suggest that firms can enhance their ROA by improving their profitability and increasing their sales while avoiding excessive growth in their asset base. Additionally, larger firms may face diseconomies of scale that reduce their profitability. However, the lack of a significant relationship between leverage and ROA is somewhat surprising, and further research is needed to better understand the relationship between leverage and ROA in different contexts. Overall, the study utilized a rigorous data collection approach to ensure the reliability and validity of the data used for analysis, providing accurate results that can be relied upon for making informed decisions.
References
- AlGhusin, N. A. S. (2015). The impact of financial leverage, growth, and size on profitability of Jordanian industrial listed companies. Research journal of Finance and Accounting, 6(16), 86-93.
- Abeyrathna, S. P. G. M., and A. J. M. Priyadarshana. (2019) "Impact of Firm size on Profitability." International Journal of Scientific and Research Publications 9, 6: 561-564.
- Afolabi, A., Olabisi, J., Kajola, S. O., & Asaolu, T. O. (2019). Does leverage affect the financial performance of Nigerian firms?. Journal of Economics and Management, 37(3), 5-22.
- Bradley, M., Jarrell, G. A., & Kim, E. H. (1984). On the existence of an optimal capital structure: Theory and evidence. The Journal of Finance, 857-878.
- Babalola, Y. A. (2013). The effect of firm size on firms profitability in Nigeria. Journal of economics and sustainable development, 4(5), 90-94.
- Bintara, R. (2020). The Effect of Working Capital, Liquidity and Leverage on Profitability. Saudi Journal of Economics and Finance Abbreviated, 4(1), 28-35.
- Diaz, J. F., & Pandey, R. (2019). Factors affecting return on assets of US technology and financial corporations. Jurnal Manajemen dan Kewirausahaan, 21(2), 134-144.
- Helfert, E. A. (2001). Financial analysis tools and techniques: A guide for managers. McGraw-Hill Education.
Hill, C.W. L., Schilling, M. A., & Jones, G. R. (2014) Strategic management: Theory & cases: An integrated approach. Cengage Learning.
- Hansen, L. P. (1982). Large sample properties of generalized method of moments estimators. Econometrica, 50(4), 1029-1054.
- Hakim, M. Z., Azizah, C. N., Basuki, B., Anggraeni, R., Yanto, S., & Rahandri, D. (2023). The Effect of Profitability, Leverage and Company Size on Intellectual Capital Disclosure (2019-2021 Non-Cyclical Company Sector). International Journal of Economics, Business and Innovation Research, 2(01), 55-68.
- Işık, O., Unal, E.A.,Unal Y., (2017). The effect of firm size on profitability: evidence from Turkish manufacturing sector. Journal of Business,Economics and Finance (JBEF), V.6, Iss.4, p.301-308
- Işık, C., Sirakaya-Turk, E., & Ongan, S. (2020). Testing the efficacy of the economic policy uncertainty index on tourism demand in USMCA: Theory and evidence. Tourism Economics, 26(8), 1344-1357. https://doi.org/10.1177/1354816619888346
- Işık C, Kasımatı E, Ongan S (2017) Analyzing the causalities betweeneconomic growth, financial development, international trade, tourismexpenditure and/on the CO2 emissions in Greece. Energy Sources Part B12(7):665–673. https://doi.org/10.1080/15567249.2016.1263251.
- Işık, C. (2011) The Importance of Creating a Competitive Advantage and Investing in Information Technology for Modern Economies: an ARDL Test Approach from Turkey. Journal of the Knowledge Economy 4, 387–405. https://doi.org/10.1007/s13132-011-0075-2. https://doi.org/10.1007/s13132-011-0075-2
- Irman, M., & Purwati, A. A. (2020). Analysis on the influence of current ratio, debt to equity ratio and total asset turnover toward return on assets on the otomotive and component company that has been registered in Indonesia Stock Exchange Within 2011-2017. International Journal of Economics Development Research (IJEDR), 1(1), 36-44.
- Kalantonis, P., Kallandranis, C. and Sotiropoulos, M. (2021), "Leverage and firm performance: new evidence on the role of economic sentiment using accounting information", Journal of Capital Markets Studies, Vol. 5 No. 1, pp. 96-107. https://doi.org/10.1108/JCMS-10-2020-0042
- Kartikasari, D., & Merianti, M. (2016). The effect of leverage and firm size to profitability of public manufacturing companies in Indonesia. International Journal of Economics and Financial Issues, 6(2), 409-413.
- Nadeem, M., Ahmad, R., Ahmed, A., Ahmad, N., Batool, S. R., & Rehman, K. U. (2015). The effect of leverage on financial health of the firms: A study from cement industry of Pakistan. Industrial Engineering Letters, 5(5), 123-126.
- Niresh, A., & Thirunavukkarasu, V. (2014). Firm size and profitability: A study of listed manufacturing firms in Sri Lanka. International journal of business and management, 9(4).
- Nguyen, H. T., & Nguyen, A. H. (2020). The impact of capital structure on firm performance: Evidence from Vietnam. The Journal of Asian Finance, Economics and Business, 7(4), 97-105.
- Nugraha, N. M., Sulastri, L., Nugraha, D., Puspitasari, D., & Putra, R. (2020). Effect of Leverage and Liquidity on Financial Performance of Companies in the Property and Real Estate Sub Sector in Indonesia. PalArch's Journal of Archaeology of Egypt/Egyptology, 17(10), 3675-3688.
- Niresh, A., & Thirunavukkarasu, V. (2014). Firm size and profitability: A study of listed manufacturing firms in Sri Lanka. International journal of business and management, 9(4).
- Ozcan, I. S. I. K., Unal, E. A., & Yener, U. N. A. L. (2017). The effect of firm size on profitability: evidence from Turkish manufacturing sector. Journal of Business Economics and Finance, 6(4), 301-308.
- Ongore, V. O., & Kusa, G. B. (2013). Determinants of financial performance of commercial banks in Kenya. International journal of economics and financial issues, 3(1), 237-252.
- Olugbode, M., Elbeltagi, I., Simmons, M., & Biss, T. (2008). The Effect of Information Systems on Firm Performance and Profitability Using a Case‑Study Approach. Electronic Journal of Information Systems Evaluation, 11(1), pp11-16.
- Putry, N. A. C., & Erawati, T. (2013). Pengaruh Current Ratio, Total Assets Turnover, Dan Net Profit Margin, Terhadap Return On Assets. Jurnal Akuntansi, 1(2), 22-34.
- Pranata, D. (2014). Pengaruh Total Asset Turnover, Non Performing Loan, Dan Net Profit Margin Terhadap Return On Asset (Studi Pada Bank Umum Swasta Devisa Yang Terdaftar Di Bank Indonesia Tahun 2010-2012) (Doctoral dissertation, Brawijaya University).
- Petty, J. W., Titman, S., Keown, A. J., Martin, P., Martin, J. D., & Burrow, M. (2015). Financial management: Principles and applications. Pearson Higher Education AU.
- Rahman, M. M., SAIMA, F. N., & JAHAN, K. (2020). The impact of financial leverage on firm's profitability: an empirical evidence from listed textile firms of Bangladesh. Asian Journal of Business Environment, 10(2), 23-31.
Roodman, D. (2009). How to do xtabond2: An introduction to difference and system GMM in Stata. The stata journal, 9(1), 86-136.
- Sritharan, V. (2015). Does firm size influence on firm‟ s Profitability? Evidence from listed firms of Sri Lankan Hotels and Travels sector. Research Journal of Finance and Accounting, 6(6), 201-207.
- Ullah, H. (2019). The Impact of Financial Leverage on the Profitability of Fertilizer Companies of Pakistan. Specialty Journal of Accounting and Economics, 5(4), 8-13.
Impact of firms’ size, leverage, and net profit margin on firms’ profitability in the manufacturing sector of Bangladesh: An empirical analysis using GMM estimation
Year 2023,
Volume: 5 Issue: 1, 1 - 9, 30.06.2023
Hasibul Islam
,
Junaid Rahman
,
Tipon Tanchangya
,
Mohammad Aminul Islam
Abstract
The study investigated the factors that influence the return on assets (ROA) of manufacturing firms in Bangladesh. The study relied on secondary data sourced from the audited annual reports of 15 leading manufacturing firms in Bangladesh, covering a period of ten years from 2013 to 2022. The sample firms were selected based on their listing on the Dhaka Stock Exchange (DSE)-30 and Chittagong Stock Exchange (CSE)-30 indices and their status as leading firms in the manufacturing sector using the purposeful sampling method. The study employed the one-step generalized method of moments (GMM) estimator to analyze the data, addressing the presence of endogeneity and heteroskedasticity. The results of the study indicated that the natural logarithms of net profit margin (NPM) and total sales (TS) have a significant positive relationship with ROA, while the natural logarithm of total assets (TA) has a significant negative relationship with ROA. However, the study did not find any significant relationship between the leverage ratio (D RATIO) and ROA. The lagged value of the dependent variable (L) was also found to be insignificant. The study's findings suggest that firms can enhance their ROA by improving their profitability and increasing their sales while avoiding excessive growth in their asset base. Additionally, larger firms may face diseconomies of scale that reduce their profitability. However, the lack of a significant relationship between leverage and ROA is somewhat surprising, and further research is needed to better understand the relationship between leverage and ROA in different contexts. Overall, the study utilized a rigorous data collection approach to ensure the reliability and validity of the data used for analysis, providing accurate results that can be relied upon for making informed decisions.
References
- AlGhusin, N. A. S. (2015). The impact of financial leverage, growth, and size on profitability of Jordanian industrial listed companies. Research journal of Finance and Accounting, 6(16), 86-93.
- Abeyrathna, S. P. G. M., and A. J. M. Priyadarshana. (2019) "Impact of Firm size on Profitability." International Journal of Scientific and Research Publications 9, 6: 561-564.
- Afolabi, A., Olabisi, J., Kajola, S. O., & Asaolu, T. O. (2019). Does leverage affect the financial performance of Nigerian firms?. Journal of Economics and Management, 37(3), 5-22.
- Bradley, M., Jarrell, G. A., & Kim, E. H. (1984). On the existence of an optimal capital structure: Theory and evidence. The Journal of Finance, 857-878.
- Babalola, Y. A. (2013). The effect of firm size on firms profitability in Nigeria. Journal of economics and sustainable development, 4(5), 90-94.
- Bintara, R. (2020). The Effect of Working Capital, Liquidity and Leverage on Profitability. Saudi Journal of Economics and Finance Abbreviated, 4(1), 28-35.
- Diaz, J. F., & Pandey, R. (2019). Factors affecting return on assets of US technology and financial corporations. Jurnal Manajemen dan Kewirausahaan, 21(2), 134-144.
- Helfert, E. A. (2001). Financial analysis tools and techniques: A guide for managers. McGraw-Hill Education.
Hill, C.W. L., Schilling, M. A., & Jones, G. R. (2014) Strategic management: Theory & cases: An integrated approach. Cengage Learning.
- Hansen, L. P. (1982). Large sample properties of generalized method of moments estimators. Econometrica, 50(4), 1029-1054.
- Hakim, M. Z., Azizah, C. N., Basuki, B., Anggraeni, R., Yanto, S., & Rahandri, D. (2023). The Effect of Profitability, Leverage and Company Size on Intellectual Capital Disclosure (2019-2021 Non-Cyclical Company Sector). International Journal of Economics, Business and Innovation Research, 2(01), 55-68.
- Işık, O., Unal, E.A.,Unal Y., (2017). The effect of firm size on profitability: evidence from Turkish manufacturing sector. Journal of Business,Economics and Finance (JBEF), V.6, Iss.4, p.301-308
- Işık, C., Sirakaya-Turk, E., & Ongan, S. (2020). Testing the efficacy of the economic policy uncertainty index on tourism demand in USMCA: Theory and evidence. Tourism Economics, 26(8), 1344-1357. https://doi.org/10.1177/1354816619888346
- Işık C, Kasımatı E, Ongan S (2017) Analyzing the causalities betweeneconomic growth, financial development, international trade, tourismexpenditure and/on the CO2 emissions in Greece. Energy Sources Part B12(7):665–673. https://doi.org/10.1080/15567249.2016.1263251.
- Işık, C. (2011) The Importance of Creating a Competitive Advantage and Investing in Information Technology for Modern Economies: an ARDL Test Approach from Turkey. Journal of the Knowledge Economy 4, 387–405. https://doi.org/10.1007/s13132-011-0075-2. https://doi.org/10.1007/s13132-011-0075-2
- Irman, M., & Purwati, A. A. (2020). Analysis on the influence of current ratio, debt to equity ratio and total asset turnover toward return on assets on the otomotive and component company that has been registered in Indonesia Stock Exchange Within 2011-2017. International Journal of Economics Development Research (IJEDR), 1(1), 36-44.
- Kalantonis, P., Kallandranis, C. and Sotiropoulos, M. (2021), "Leverage and firm performance: new evidence on the role of economic sentiment using accounting information", Journal of Capital Markets Studies, Vol. 5 No. 1, pp. 96-107. https://doi.org/10.1108/JCMS-10-2020-0042
- Kartikasari, D., & Merianti, M. (2016). The effect of leverage and firm size to profitability of public manufacturing companies in Indonesia. International Journal of Economics and Financial Issues, 6(2), 409-413.
- Nadeem, M., Ahmad, R., Ahmed, A., Ahmad, N., Batool, S. R., & Rehman, K. U. (2015). The effect of leverage on financial health of the firms: A study from cement industry of Pakistan. Industrial Engineering Letters, 5(5), 123-126.
- Niresh, A., & Thirunavukkarasu, V. (2014). Firm size and profitability: A study of listed manufacturing firms in Sri Lanka. International journal of business and management, 9(4).
- Nguyen, H. T., & Nguyen, A. H. (2020). The impact of capital structure on firm performance: Evidence from Vietnam. The Journal of Asian Finance, Economics and Business, 7(4), 97-105.
- Nugraha, N. M., Sulastri, L., Nugraha, D., Puspitasari, D., & Putra, R. (2020). Effect of Leverage and Liquidity on Financial Performance of Companies in the Property and Real Estate Sub Sector in Indonesia. PalArch's Journal of Archaeology of Egypt/Egyptology, 17(10), 3675-3688.
- Niresh, A., & Thirunavukkarasu, V. (2014). Firm size and profitability: A study of listed manufacturing firms in Sri Lanka. International journal of business and management, 9(4).
- Ozcan, I. S. I. K., Unal, E. A., & Yener, U. N. A. L. (2017). The effect of firm size on profitability: evidence from Turkish manufacturing sector. Journal of Business Economics and Finance, 6(4), 301-308.
- Ongore, V. O., & Kusa, G. B. (2013). Determinants of financial performance of commercial banks in Kenya. International journal of economics and financial issues, 3(1), 237-252.
- Olugbode, M., Elbeltagi, I., Simmons, M., & Biss, T. (2008). The Effect of Information Systems on Firm Performance and Profitability Using a Case‑Study Approach. Electronic Journal of Information Systems Evaluation, 11(1), pp11-16.
- Putry, N. A. C., & Erawati, T. (2013). Pengaruh Current Ratio, Total Assets Turnover, Dan Net Profit Margin, Terhadap Return On Assets. Jurnal Akuntansi, 1(2), 22-34.
- Pranata, D. (2014). Pengaruh Total Asset Turnover, Non Performing Loan, Dan Net Profit Margin Terhadap Return On Asset (Studi Pada Bank Umum Swasta Devisa Yang Terdaftar Di Bank Indonesia Tahun 2010-2012) (Doctoral dissertation, Brawijaya University).
- Petty, J. W., Titman, S., Keown, A. J., Martin, P., Martin, J. D., & Burrow, M. (2015). Financial management: Principles and applications. Pearson Higher Education AU.
- Rahman, M. M., SAIMA, F. N., & JAHAN, K. (2020). The impact of financial leverage on firm's profitability: an empirical evidence from listed textile firms of Bangladesh. Asian Journal of Business Environment, 10(2), 23-31.
Roodman, D. (2009). How to do xtabond2: An introduction to difference and system GMM in Stata. The stata journal, 9(1), 86-136.
- Sritharan, V. (2015). Does firm size influence on firm‟ s Profitability? Evidence from listed firms of Sri Lankan Hotels and Travels sector. Research Journal of Finance and Accounting, 6(6), 201-207.
- Ullah, H. (2019). The Impact of Financial Leverage on the Profitability of Fertilizer Companies of Pakistan. Specialty Journal of Accounting and Economics, 5(4), 8-13.