IMPACT OF COST STRUCTURES ON PROFITABILITY: INSIGHTS FROM A PANEL STUDY
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Cost management constitutes an essential element in attaining and maintaining organizational profitability. Understanding the cost structure is essential for effective cost management, as it enables organizations to identify cost drivers, control expenses, and enhance profitability. The purpose of the study is to demonstrate the impact of cost structure on profitability using panel data from the pharmaceutical industry of an emerging country. This quantitative study examined the relationship between costs and profitability using secondary data from the annual reports of 31 companies. The unbalanced panel dataset comprised 180 firm-years. To assess causality, three regression models (Robust OLS, Random Effects, and Fixed Effects) were applied using STATA. The results from the Fixed Effects Model reveal that five out of six variables—Cost of Goods Sold (CGS), Administrative Expenses (ADME), Selling, Marketing, and Distribution Expenses (SMDE), Finance Cost (FINC), and Contribution to Workers' Profit Participation Fund (WPPF)—exert a statistically significant influence on profitability. In contrast, Tax Expense does not demonstrate a significant effect. The model estimates suggest that a one-unit increase in CGS is associated with a 0.9764-unit decrease in profitability. Similarly, a one-unit increase in ADME, SMDE, FINC, and WPPF reduces profitability by 1.0146, 0.9705, 0.8664, and 1.6035 units, respectively. However, the results from the Pooled OLS regression offer an intriguing observation: the WPPF appears to have a positive, albeit statistically insignificant, relationship with profitability. These findings are valuable for managerial decision-making, as they highlight key cost components that should be prioritized for control and reduction to enhance overall profitability.
JEL Classification Code: D24, L21, M41.
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Abdullah, A. A. H. (2021). Cost stickiness and firm profitability: A study in Saudi Arabian industries. Investment Management & Financial Innovations, 18(3), 327. http://dx.doi.org/10.21511/imfi.18(3).2021.27
Alabdulkarim, N., Kalyanaraman, L., & Alhussayen, H. (2024). The impact of firm size on the relationship between leverage and firm performance: evidence from Saudi Arabia. Humanities and Social Sciences Communications, 11(1), 1-12. https://doi.org/10.1057/s41599-024-04211-x
Alavipour, S. R., & Arditi, D. (2019). Time-cost tradeoff analysis with minimized project financing cost. Automation in Construction, 98, 110-121. https://doi.org/10.1016/j.autcon.2018.09.009
Alves, C. F., & Meneses, L. L. (2024). ESG scores and debt costs: Exploring indebtedness, agency costs, and financial system impact. International Review of Financial Analysis, 94, 103240.
Al-Rikabi, N., & Sahib, S. Y. (2022). Cost structure and its role in maximizing the profitability of some industrial companies-Iraq. Journal of Economics, Management and Trade, 28, 39-52. https://doi.org/10.9734/jemt/2022/v28i830428
Bachas, P., Brockmeyer, A., Dom, R., & Semelet, C. (2023). Effective tax rates and firm size (World Bank Policy Research Working Paper No. 10312). Retrieved from https://openknowledge.worldbank.org/server/api/core/bitstreams/dcf70c99-d93d-45ae-ba0d-c6e8aa010c94/content
Basu, S. (2019). Are price-cost markups rising in the United States? A discussion of the evidence. Journal of Economic Perspectives, 33(3), 3-22. https://doi.org/10.1257/jep.33.3.3
Chen, Y., Jain, K., Li, N., & Rajgopal, S. (2024). Evaluating nature of expense classifications: Evidence from labor costs. Columbia Business School working paper. Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5050805
Dawood, A. M. (2024). Impact of administration and production expenses on profit. Journal of Finance, Accounting and Management, 15(1), 14-31. Retrieved from https://www.proquest.com/openview/779000ed58f348a3cf86ff96a68212f1/1?pq-origsite=gscholar&cbl=2032035
Doucouliagos, C. (1995). Worker participation and productivity in labor-managed and participatory capitalist firms: A meta-analysis. ILR Review, 49(1), 58-77. https://doi.org/10.1177/00197939950490010
Doucouliagos, H., Laroche, P., Kruse, D. L., & Stanley, T. D. (2020). Is profit sharing productive? A meta‐regression analysis. British Journal of Industrial Relations, 58(2), 364-395. https://doi.org/10.1111/bjir.12483
Dsouza, S., Kathavarayan, K., Mathias, F., Bhatia, D., & AlKhawaja, A. (2025). Leveraging Success: The Hidden Peak in Debt and Firm Performance. Econometrics, 13(2), 23. https://doi.org/10.3390/econometrics13020023
Fitriasari, F. (2020). How do Small and Medium Enterprise (SME) survive the COVID-19 outbreak?. Jurnal Inovasi Ekonomi, 5(2), 53-62. Retrieved from https://ejournal.umm.ac.id/index.php/JIKO/article/view/11838
Gabrielli, A., & Greco, G. (2023). Tax planning and financial default: role of corporate life cycle. Management Decision, 61(13), 321-355. https://doi.org/10.1108/MD-07-2022-0928
Hilton, R. W., & Platt, D. E. (2005). Managerial accounting: creating value in a dynamic business environment (p. 864). New York: McGraw-Hill/Irwin.
Hirdinis, M. (2019). Capital structure and firm size on firm value moderated by profitability. International Journal of Economics and Business Administration, 7(1), 174-191. Retrieved from https://www.um.edu.mt/library/oar/handle/123456789/43966
Hurley, M. W., & Touran, A. (2002). Cost structure and profitability of design services industry. Journal of Management in Engineering, 18(4), 167-172. https://doi.org/10.1061/(ASCE)0742-597X(2002)18:4(167)
Ibrahim, A. E. A., Ali, H., & Aboelkheir, H. (2022). Cost stickiness: A systematic literature review of 27 years of research and a future research agenda. Journal of International Accounting, Auditing and Taxation, 46, 100439. https://doi.org/10.1016/j.intaccaudtax.2021.100439
Khan, Z. A. (2017). Profit Maximisation as an objective of a firm-A Robust Perspective. International Journal of Research in Finance and Marketing, 7(6), 217-219. Retrieved from https://www.indianjournals.com/ijor.aspx?target=ijor:ijrfm&volume=7&issue=6&article=022
Kharub, M., Mor, R. S., & Sharma, R. (2019). The relationship between cost leadership competitive strategy and firm performanceA mediating role of quality management. Journal of Manufacturing Technology Management, 30(6), 920-936. https://doi.org/10.1108/JMTM-06-2017-0116
Kisyeri, D. M. (2022). The Influence of Administration Expenses on the Profitability of the Listed Manufacturing Companies in Tanzania. International Journal of Technology and Management, 7(1), 15-15. Retrieved from https://ijotm.utamu.ac.ug/index.php/ijotm/issue/view/12
Kogan, L., Li, J., & Zhang, H. H. (2023). Operating hedge and gross profitability premium. The Journal of Finance, 78(6), 3387-3422. Retrieved from http://www.nber.org/papers/w30241
Krasniqi, A., Ahmeti, A., & Ahmeti, S. (2021). The impact of cost control on the profitability of commercial banks. EuroEconomica, 40(1). Retrieved from https://www.ceeol.com/search/article-detail?id=974002
Kulshrestha, P. (2022). Chapter-7 Cost Management Strategies: Optimizing Resource Allocation. Financial Management Excellence: Strategies for Sustainable Growth, 103.
Kuster, C., Álvarez, J., Lezcano, M., & Álvarez-Vaz, R. (2023). Comparison of different ways to measure profitability in the Uruguayan agricultural sector through longitudinal clusters. Agrociencia Uruguay, 27. https://doi.org/10.31285/agro.27.1023
Lavoie, M. (2024). Questioning profit inflation as an explanation of the post-pandemic inflation. European Journal of Economics and Economic Policies, 21(2), 232-247. https://doi.org/10.4337/ejeep.2024.0139
Leduc, S., Li, H., & Liu, Z. (2024). Are Markups Driving the Ups and Downs of Inflation. FRBSF Economic Letter, 2024(12), 1-5. Retrieved from https://www.frbsf.org/wp-content/uploads/el2024-12.pdf
Lim, H., & Rokhim, R. (2021). Factors affecting profitability of pharmaceutical company: an Indonesian evidence. Journal of Economic Studies, 48(5), 981-995. https://doi.org/10.1108/jes-01-2020-0021
Makridis, C. A. (2025). Profit sharing in practice: its prevalence and influence on job satisfaction controlling for workplace amenities. International Review of Applied Economics, 39(2-3), 277-292. https://doi.org/10.1080/02692171.2024.2433456
Mandilas, A., Maditinos, D., Dimitriadis, E., & Nikolaidis, M. (2008). Profitability of Constructing Sector and How Market Structure, Cost Structure and Concentration Affect It: The Case of Greece. In 7th International Symposium Economy & Business Bulgaria.
Markovitch, D. G., Huang, D., & Ye, P. (2020). Marketing intensity and firm performance: Contrasting the insights based on actual marketing expenditure and its SG&A proxy. Journal of Business Research, 118, 223-239. https://doi.org/10.1016/j.jbusres.2020.06.032
Meshkova, D. A., & Topchi, Y. A. (2021). Commercial and Management Expenses as a Factor in the Formation of Taxable Profit of the Enterprise. Ekonomika I Upravlenie Problemy Resheniya, 4(4), 15–18. https://doi.org/10.36871/ek.up.p.r.2021.04.04.003
Milán, M. J., Frendi, F., González-González, R., & Caja, G. (2014). Cost structure and profitability of Assaf dairy sheep farms in Spain. Journal of Dairy Science, 97(8), 5239-5249. https://doi.org/10.3168/jds.2013-7884
Naoum, V. C., Ntounis, D., Papanastasopoulos, G., & Vlismas, O. (2023). Asymmetric cost behavior: Theory, meta-analysis, and implications. Journal of International Accounting, Auditing and Taxation, 53, 100578. https://doi.org/10.1016/j.intaccaudtax.2023.100578
Naoum, V. C., Papanastasopoulos, G., Selekos, P., & Vlismas, O. (2024). Exploring the asymmetric cost behaviour in the context of European non-listed firms. Applied Economics, 56(31), 3778-3803. https://doi.org/10.1080/00036846.2023.2208844
Nimier-David, E., Sraer, D., & Thesmar, D. (2023). The effects of mandatory profit-sharing on workers and firms: Evidence from France (No. w31804). National Bureau of Economic Research. https://doi.org/10.3386/w31804
Rahman, M., Rodríguez-Serrano, M. Á., & Lambkin, M. (2020). Advertising efficiency and profitability: evidence from the pharmaceutical industry. Industrial Marketing Management, 89, 619-629. https://doi.org/10.1016/j.indmarman.2019.02.001
Rompotis, G. G. (2024). The impact of taxation on firm performance and risk: evidence from Greece. Quantitative Finance and Economics, 8(1), 29-51. https://doi.org/10.3934/QFE.2024002
Simons, R. (2019). The role of management control systems in creating competitive advantage: new perspectives. In Management Control Theory (173-194). Routledge. Retrieved from https://www.taylorfrancis.com/chapters/edit/10.4324/9780429422553-13/
Singh, U. S. (2019). Cost estimation using econometric model for restaurant business. Metody Ilościowe w Badaniach Ekonomicznych, 20(3), 217-229. Retrieved from https://www.ceeol.com/search/article-detail?id=980973
Siyanbola, T. T., & Raji, G. M. (2013). The Impact of cost control on manufacturing industries’ profitability. International Journal of Management and Social Sciences Research, 2(4), 1-7.
Srivastava, A. (2023). Trivialization of the bottom line and losing relevance of losses. Review of Accounting Studies, 28(3), 1190-1208. https://doi.org/10.1007/s11142-023-09794-5
Suzan, L., & Khotimah, C. (2023). The Effect of Intellectual Capital, Production Costs, and Operating Costs on Profitability. Journal of Humanities and Social Studies, 7(1), 001-005. https://doi.org/10.33751/jhss.v7i1.7105
Taleizadeh, A. A., Adeli, M., & Abedsoltan, H. (2025). Sustainability, pricing and marketing in a dual channel supply chain with different retailing scenarios and carbon emission reduction. Journal of Cleaner Production, 496, 145149. https://doi.org/10.1016/j.jclepro.2025.145149
Thapayom, A. (2021). Strategic cost management as a valuable approach for achieving organizational sustainability: evidence from industrial businesses in rayong. Journal of Accounting Profession, 17(53), 98-125. Retrieved form http://www.jap.tbs.tu.ac.th/files/Article/Jap53/Full/JAP53Anucha.pdf
Vržina, S. Ž., & Dimitrijević, M. S. (2020). Determinants of Profitability of Agricultural Sector in Vojvodina: The Role of Corporate Income Tax. The European Journal of Applied Economics, 17(1), 1-19. https://doi.org/10.5937/ejae17-21368
Xia, Y., Dong, J., & Guo, S. (2025). Policy Uncertainty and Cost Stickiness: Evidence from IPO Suspensions in China. Economic Modelling, 107219. https://doi.org/10.1016/j.econmod.2025.107219
Xia, Y., Liu, Y., Guo, S., & Xia, Y. (2024). IPO suspensions and labor employment decisions: Evidence from China. Research in International Business and Finance, 70, 102374. https://doi.org/10.1016/j.ribaf.2024.102374