Impact of External Shocks on Tobacco and Tobacco Related Products Company Performance Using Stata Statistical Softwar
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https://doi.org/10.59188/eduvest.v6i3.52718##semicolon##
Financial performance##common.commaListSeparator## External shocks##common.commaListSeparator## Excise taxAbstrakt
This research investigates the impact of external shocks, particularly changes in excise tax rates and the COVID-19 pandemic, on the financial performance of tobacco companies in Indonesia, specifically PT Hanjaya Mandala Sampoerna, Tbk. (HMSP). Using a quantitative approach, time-series data from 2018 to 2025 were analyzed, focusing on key financial indicators such as net revenue, cost of goods sold, and selling expenses. The study reveals that increases in excise tax significantly affect the company’s cost structure and tax liabilities, while the COVID-19 pandemic led to a decrease in net revenue but had minimal impact on tax obligations. The findings indicate that, despite fiscal pressures, tobacco companies have adapted through strategic pricing and cost-optimization strategies to mitigate the impact of these external shocks. This study contributes to understanding the effectiveness of fiscal policy in the tobacco industry and provides empirical evidence of how companies can adjust their strategies to maintain financial resilience amid regulatory and market disruptions.
##submission.citations##
Abrigo, Michael R. M., & Love, Inessa. (2016). Estimation of panel vector autoregression in Stata. The Stata Journal, 16(3), 778–804.
Apollonio DE, Glantz STobacco manufacturer lobbying to undercut minimum price laws: an analysis of internal industry documentsTobacco Control 2020;29:e10-e17.
Apollonio, D., & Glantz, S. (2020). Tobacco Industry Promotions and Pricing After Tax Increases: An Analysis of Internal Industry Documents. Nicotine & Tobacco Research, 22(6), 967–974.
Bella, A., Swarnata, A., Vulovic, V., Nugroho, D., Meilissa, Y., Usman, U., & Dartanto, T. (2024). Macroeconomic impact of tobacco taxation in Indonesia. Tobacco Control, 33(Suppl 2), s108-s114.
Bryman, A., & Bell, E. (2011). Business research methods 3e. Oxford university press, USA.
Chaloupka, F. J., Cummings, K. M., Morley, C. P., & Horan, J. K. (2002). Tax, price and cigarette smoking: evidence from the tobacco documents and implications for tobacco company marketing strategies. Tobacco control, 11(suppl 1), i62-i72.
Chaloupka, F. J., Yurekli, A., & Fong, G. T. (2012). Tobacco taxes as a tobacco control strategy. Tobacco control, 21(2), 172-180.
Creswell, J. W., & Creswell, J. D. (2017). Research design: Qualitative, quantitative, and mixed methods approaches. Sage publications.
Direktorat Jenderal Bea dan Cukai. (2025). Laporan realisasi penerimaan kepabeanan dan cukai. Jakarta: Kementerian Keuangan Republik Indonesia.
Gujarati, D. N., & Porter, D. C. (2009). Basic Econometrics (5th ed.). McGraw-Hill.
Hinkle, D. E., Wiersma, W., & Jurs, S. G. (2003). Applied statistics for the behavioral sciences (Vol. 663). Boston: Houghton Mifflin.
Indonesian Financial Services Authority. (2024). Regulation on financial reporting standards. OJK.
Keen, M. (1998). The balance between specific and ad valorem taxation. Fiscal studies, 19(1), 1-37.
Kementerian Keuangan Republik Indonesia. (2025). APBN dan realisasi penerimaan pajak. Jakarta: Kementerian Keuangan Republik Indonesia.
Laffer, A. B. (2004). The Laffer Curve: Past, Present, and Future. Heritage Foundation. Retrieved from https://www.heritage.org/taxes/report/the-laffer-curve-past-present-and-futureLütkepohl, H. (2013). Introduction to multiple time series analysis. Springer Science & Business Media.
Listiana, N., & Mapanyukki, R. (2025). The Influence of Tobacco Excise rates and Debt Costs on Tax Avoidance with Audit Quality as a Moderating Variable. Eduvest-Journal of Universal Studies, 5(5), 5596-5612.
Lütkepohl, H. (2013). Introduction to multiple time series analysis. Springer Science & Business Media.
Ministry of Finance. (2025). Peraturan Menteri Keuangan tentang Tarif Cukai Hasil Tembakau. Retrieved from https://www.kemenkeu.go.id
Paul, S. K., Chowdhury, P., Moktadir, M. A., & Lau, K. H. (2021). Supply Chain Recovery Challenges in the Wake of COVID-19 Pandemic. Journal of Business Research, 136, 316-329. https://doi.org/10.1016/j.jbusres.2021.07.056
Podsakoff, P. M., MacKenzie, S. B., Lee, J. Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: a critical review of the literature and recommended remedies. Journal of applied psychology, 88(5), 879.
Porter, M. E. (1985). Competitive advantage: Creating and sustaining superior performance. Free Press. google schola, 2, 500-528.Saunders, M., Lewis, P., & Thornhill, A. (2009). Research methods for business students. Pearson education.
Sheikh, Z. D., Branston, J. R., & Gilmore, A. B. (2023). Tobacco industry pricing strategies in response to excise tax policies: a systematic review. Tobacco Control, 32(2), 239-250.
Sims, C. A. (1980). Macroeconomics and reality. Econometrica: journal of the Econometric Society, 1-48.
StataCorp. (2021). Stata 15 base reference manual. College Station, TX: Stata Press.
Stock, J. H., & Watson, M. W. (2015). Introduction to econometrics (3rd updated edition). Age (X3), 3(0.22).
Stock, J. H., & Watson, M. W. (2001). Vector autoregressions. Journal of Economic perspectives, 15(4), 101-115.
Wooldridge, J. M. (2019). Introductory econometrics: A modern approach (7th ed.). Cengage Learning.
Yin, R. K. (2018). Case study research and applications (Vol. 6). Thousand Oaks, CA: Sage.
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