Financial Drivers of Profitability in Indonesia's Pharmaceutical Industry: A Panel Data Analysis
DOI:
https://doi.org/10.38035/jemsi.v7i1.6109Keywords:
Profitability, Pharmaceutical Industry, Net Profit Margin, Return on Asset, Return on Equity, Asset Growth Cash Conversion Cycle, Debt to Asset, Debt to Equity, Total AssetAbstract
Studi ini mengkaji faktor-faktor yang memengaruhi profitabilitas dalam bisnis farmasi Indonesia. Perusahaan-perusahaan di sektor ini menghadapi berbagai kendala operasional dan keuangan akibat siklus litbang yang berlarut-larut, intensitas modal yang tinggi, dan persyaratan regulasi yang ketat. Sejumlah ukuran profitabilitas utama dipengaruhi oleh rasio utang terhadap aset (DAR), perputaran persediaan (INTO), dan perputaran total aset (TOAS). Penelitian ini bertujuan untuk menilai dampak variabel-variabel tersebut terhadap metrik keuangan seperti Pertumbuhan Aset (AGRO), Siklus Konversi Kas (CCC), NPM, dan ROA. Dengan menggunakan dataset panel seimbang dengan 90 observasi yang mencakup periode 2014–2023, studi ini menerapkan model regresi panel efek tetap dan acak pada industri farmasi di Indonesia. Untuk memperhitungkan heterogenitas yang tidak teramati dan memberikan hasil yang andal, studi ini menggunakan model regresi panel efek tetap dan acak. Hasil penelitian menunjukkan bahwa peningkatan aset secara signifikan meningkatkan laba, yang sejalan dengan teori Resource-Based View yang menyatakan bahwa aset unik suatu perusahaan merupakan faktor terpenting dalam mencapai daya saing. Profitabilitas berbanding terbalik dengan rasio utang terhadap aset, yang menyoroti perlunya pengelolaan utang yang cermat, dan berbanding positif dengan siklus konversi kas yang fleksibel, yang menunjukkan keunggulan teknik modal kerja yang fleksibel. Karena kompleksitas operasional bisnis yang unik, ukuran efisiensi konvensional seperti perputaran persediaan dan perputaran total aset dianggap kurang menunjukkan profitabilitas. Para manajer, investor, dan pembuat undang-undang di industri farmasi dapat memperoleh manfaat besar dari temuan ini, yang menyoroti pentingnya pengelolaan utang dan investasi aset strategis dalam mencapai profitabilitas di industri yang sangat teregulasi dan padat modal.
References
Aitken, M., Berndt, E. R., & Cutler, D. M. (2016). Prescription drug spending trends in the United States: Looking beyond the turning point. Health Affairs, 35(9), 1585–1593. https://doi.org/10.1377/hlthaff.2016.0081
Aktas, N., Croci, E., & Petmezas, D. (2015). Is working capital management value-enhancing? Evidence from firm performance and investments. Journal of Corporate Finance, 30, 98–113. https://doi.org/10.1016/j.jcorpfin.2014.12.008
Ameer, R. (2015). Financial constraints and corporate investment in Asian countries. Journal of Asian Economics, 39, 44–55. https://doi.org/10.1016/j.asieco.2015.06.001
Arslan, S. (2020). The impact of R&D on financial performance in the pharmaceutical sector: Evidence from emerging markets. Journal of Finance & Economic Policy, 15(2), 45–57.
Barney, J. B. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99–120. https://doi.org/10.1177/014920639101700108
Barney, J. B., & Arikan, A. M. (2001). The resource-based view: Origins and implications. In M. A. Hitt, R. E. Freeman, & J. S. Harrison (Eds.), The Blackwell handbook of strategic management (pp. 124–188). Blackwell.
Bastos, D. D., & Nakamura, W. T. (2009). Determinants of capital structure of publicly-traded companies in Latin America: The role of external factors. Journal of International Finance and Economics, 9(3), 24–39.
Belenzon, S., & Patacconi, A. (2013). Innovation and firm value: An investigation of the changing role of patents, 1985–2007. Research Policy, 42(8), 1496–1510. https://doi.org/10.1016/j.respol.2013.05.008
Benesty, J., Chen, J., Huang, Y., & Cohen, I. (2009). Noise reduction in speech processing. Springer. https://doi.org/10.1007/978-3-642-00296-0
Benesty, J., Chen, J., Huang, Y., & Cohen, I. (2020). Statistical methods for data analysis. Springer.
Booth, L., Aivazian, V., Demirguc-Kunt, A., & Maksimovic, V. (2001). Capital structures in developing countries. The Journal of Finance, 56(1), 87–130.
Breusch, T. S., & Pagan, A. R. (2018). Heteroscedasticity and autocorrelation consistent covariances in regression models. Econometric Theory, 34(3), 371–389. https://doi.org/10.1017/S0266466617000198
Brigham, E. F., & Ehrhardt, M. C. (2017). Financial management: Theory & practice (15th ed.). Cengage Learning.
Brigham, E. F., & Houston, J. F. (2019). Fundamentals of financial management (15th ed.). Cengage Learning.
Brooks, C. (2014). Introductory econometrics for finance (3rd ed.). Cambridge University Press.
Chang, E. C., & Cui, F. (2018). Understanding extreme stock price movements in the healthcare sector: A non‐parametric approach. Journal of Healthcare Finance, 44(2), 33–45.
Chen, L., Feldman, E. R., & Li, W. (2014). Financial constraints, competition, and hedging in industry equilibrium. Journal of Financial Economics, 111(2), 226–251. https://doi.org/10.1016/j.jfineco.2013.10.002
Chen, L., & Zhao, X. (2009). Understanding the role of asset growth in asset pricing. Journal of Finance, 64(2), 719–733. https://doi.org/10.1111/j.1540-6261.2009.01446.x
Chen, Y.-S., & Chang, K.-C. (2013). The nonlinear effect of R&D investment on firm performance. Technological Forecasting and Social Change, 80(6), 981–990. https://doi.org/10.1016/j.techfore.2012.10.006
Croux, C., Dhaene, G., & Hoorelbeke, D. (2003). Robust standard errors for robust estimators. Discussion Paper Series, K. U. Leuven.
Damodaran, A. (2012). Investment valuation: Tools and techniques for determining the value of any asset (3rd ed.). Wiley.
Deloof, M. (2003). Does working capital management affect profitability of Belgian firms? Journal of Business Finance & Accounting, 30(3–4), 573–588. https://doi.org/10.1111/1468-5957.00008
Demerjian, P. R., Lev, B., & McVay, S. E. (2012). Quantifying managerial ability: A new measure and validity tests. Management Science, 58(7), 1229–1248. https://doi.org/10.1287/mnsc.1110.1487
DiMasi, J. A., Grabowski, H. G., & Hansen, R. W. (2016). Innovation in the pharmaceutical industry: New estimates of R&D costs. Journal of Health Economics, 47, 20–33. https://doi.org/10.1016/j.jhealeco.2016.01.012
Dierickx, I., & Cool, K. (1989). Asset stock accumulation and sustainability of competitive advantage. Management Science, 35(12), 1504–1511.
Elsas, R., & Flannery, M. J. (2011). The impact of debt market imperfections on leverage, debt maturity, and asset substitution effects. Journal of Financial Economics, 101(3), 611–625. https://doi.org/10.1016/j.jfineco.2011.03.003
Enqvist, J., Graham, M., & Nikkinen, J. (2014). The impact of working capital management on firm profitability in different business cycles: Evidence from Finland. Research in International Business and Finance, 32, 36–49. https://doi.org/10.1016/j.ribaf.2014.03.005
Field, A. (2013). Discovering statistics using IBM SPSS statistics (4th ed.). Sage Publications.
Fitzsimmons, J. R., & Steffens, P. R. (2010). Performance differences of new ventures arising from opportunity type. Journal of Small Business Management, 48(2), 239–256.
García-Teruel, P. J., & Martínez-Solano, P. (2017). Working capital management and SME profitability. Small Business Economics, 49(2), 309–324. https://doi.org/10.1007/s11187-016-9822-0
Gaur, V., Fisher, M. L., & Raman, A. (2014). An econometric analysis of inventory turnover performance in retail services. Management Science, 51(2), 181–194. https://doi.org/10.1287/mnsc.1040.0298
Grabowski, H. G., & Kyle, M. (2019). Mergers and alliances in pharmaceuticals: Effects on innovation and R&D. Research Policy, 48(1), 210–222.
Grossman, S. J., & Hart, O. D. (1982). Corporate financial structure and managerial incentives. In J. McCall (Ed.), The economics of information and uncertainty (pp. 107–140). University of Chicago Press.
Gujarati, D. N., & Porter, D. C. (2009). Basic econometrics (5th ed.). McGraw-Hill.
Hall, B. H., & Lerner, J. (2010). The financing of R&D and innovation. In B. H. Hall & N. Rosenberg (Eds.), Handbook of the economics of innovation (Vol. 1, pp. 609–639). Elsevier. https://doi.org/10.1016/S0169-7218(10)01014-2
Higgins, R. C. (2015). Analysis for financial management (11th ed.). McGraw-Hill Education.
Jensen, M. C. (1986). Agency costs of free cash flow, corporate finance, and takeovers. American Economic Review, 76(2), 323–329.
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
Kafadar, K. (2019). The role of kurtosis in detecting outliers and discrepant observations. The American Statistician, 73(3), 226–234. https://doi.org/10.1080/00031305.2018.1518784
Khanna, T., & Palepu, K. G. (2010). Winning in emerging markets: A road map for strategy and execution. Harvard Business Press.
Kraus, A., & Litzenberger, R. H. (1973). A state‐preference model of optimal financial leverage. The Journal of Finance, 28(4), 911–922.
Kumar, M., & Routroy, S. (2017). Risk analysis in pharmaceutical industry. International Journal of Pharmaceutical and Healthcare Marketing, 11(1), 25–41.
Modigliani, F., & Miller, M. H. (1958). The cost of capital, corporation finance and the theory of investment. The American Economic Review, 48(3), 261–297.
Modigliani, F., & Miller, M. H. (1963). Corporate income taxes and the cost of capital: A correction. The American Economic Review, 53(3), 433–443.
Myers, S. C. (1984). The capital structure puzzle. The Journal of Finance, 39(3), 575–592.
Myers, S. C. (2001). Capital structure. Journal of Economic Perspectives, 15(2), 81–102.
Myers, S. C., & Majluf, N. (1984). Corporate financing and investment decisions when firms have information investors do not have. Journal of Financial Economics, 13(2), 187–221.
Penman, S. H. (2013). Financial statement analysis and security valuation (5th ed.). McGraw-Hill.
Peteraf, M. A. (1993). The cornerstones of competitive advantage: A resource-based view. Strategic Management Journal, 14(3), 179–191.
Priem, R. L., & Butler, J. E. (2001). Is the resource-based “view” a useful perspective for strategic management research? Academy of Management Review, 26(1), 22–40.
Richards, V. D., & Laughlin, E. J. (1980). A cash conversion cycle approach to liquidity analysis. Financial Management, 9(1), 32–38.
Ross, S. A. (1977). The determination of financial structure: The incentive-signalling approach. The Bell Journal of Economics, 8(1), 23–40.
Ross, S. A., Westerfield, R., & Jaffe, J. (2022). Corporate finance (12th ed.). McGraw-Hill.
Teece, D. J., Pisano, G., & Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic Management Journal, 18(7), 509–533.
Titman, S., & Wessels, R. (1988). The determinants of capital structure choice. The Journal of Finance, 43(1), 1–19.
Wernerfelt, B. (1984). A resource‐based view of the firm. Strategic Management Journal, 5(2), 171–180.
World Health Organization. (2021). Drug development and approval process. https://www.who.int/medicines/areas/quality_safety/regulation_legislation
Wright, M., Filatotchev, I., Hoskisson, R. E., & Peng, M. W. (2005). Strategy research in emerging economies: Challenging the conventional wisdom. Journal of Management Studies, 42(1), 1–33.
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