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研究生: 羅柚瑄
Luo, You-Syuan
論文名稱: 鴉片類藥物濫用危機與企業租稅規避
Opioid Crisis and Corporate Tax Avoidance
指導教授: 何怡澄
Ho, Yi-Cheng
郭振雄
Kuo, Jenn-Shyong
口試委員: 蔡文禎
Tsay, Wen-Jen
陳漢鐘
Chen, Han-Chung
伍大開
Wu, Da-Kai
學位類別: 碩士
Master
系所名稱: 社會科學學院 - 財政學系
Department of Public Finance
論文出版年: 2027
畢業學年度: 115
語文別: 中文
論文頁數: 63
中文關鍵詞: 鴉片類藥物濫用危機租稅規避企業價值
外文關鍵詞: Opioid Crisis, Tax Avoidance, Firm Value
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  • 本研究探討鴉片類藥物濫用危機與企業租稅規避行為之關聯性。鴉片類藥物濫用危機降低勞動供給與員工生產力,削弱企業人力資本,影響企業營運以及組織資本與資本支出的投入,可能促使企業透過租稅規劃以因應衝擊。本研究以2010年至2020年美國上市企業為研究樣本,實證結果顯示,首先,當企業總部所在地鴉片類藥物相關死亡率上升時,企業租稅規避程度顯著提高。其次,安慰劑測試結果顯示,其他(非鴉片類藥物相關死亡率)指標與租稅規避之間不具關聯性,支持主要結果並非由一般性死亡、隨機死亡與整體健康環境變動等因素所驅動。第三,傳導機制分析顯示,鴉片類藥物相關死亡率與員工人數、勞動生產力及銷貨收入呈顯著負向關聯;並與銷管費用、組織資本、資本支出以及資本勞動產出比呈顯著正向關聯。第四,敏感性分析方面,本研究排除總部位於佛羅里達州以及醫療保健與製藥產業樣本、採用不同租稅規避衡量指標、採用其他固定效果、延長樣本期間、排除2017年《就業與減稅法案》影響、採用其他標準誤群集以及採用滯後一期控制變數進行檢驗,結果皆與主要實證結果一致。第五,為處理潛在內生性問題,本研究進一步利用處方藥物監測計畫(Prescription Drug Monitoring Programs, PDMPs)作為外生政策衝擊進行識別,實證結果顯示,處方藥物監測計畫實施後企業租稅規避程度下降,支持本研究假說。第六,橫斷面分析結果顯示,租稅規避行為在非藥物檢測州、高財務限制、勞力密集產業及公司治理佳的企業中更為顯著。最後,額外測試發現,租稅規避程度較高之企業,在面對鴉片類藥物濫用危機時,其企業價值所受到之負面影響較小。


    This study examines the relationship between the opioid epidemic and corporate tax avoidance. The opioid crisis reduces labor supply and productivity, eroding firms’ human capital and disrupting operations. In response, firms may adjust their investments in organizational capital and capital expenditures, which can increase incentives to engage in tax planning as a means of mitigating these adverse shocks. Using a sample of U.S. publicly listed firms from 2010 to 2020, the empirical results show that higher opioid-related mortality rates in the county where a firm’s headquarters is located are associated with significantly greater corporate tax avoidance. Placebo tests indicate that other mortality measures are not significantly related to tax avoidance, suggesting that the main findings are not driven by general mortality, random deaths, or overall health conditions. Mechanism analyses reveal that opioid-related mortality rates are significantly negatively associated with the number of employees, labor productivity, and sales revenue, while being significantly positively associated with SG&A expenses, organizational capital, capital expenditures, and the capital–labor ratio. These findings support the proposed channels through which the opioid crisis affects firms’ tax behavior. Sensitivity analyses confirm the robustness of these findings. To address potential endogeneity concerns, this study exploits the implementation of PDMPs as an exogenous policy shock. The results show that corporate tax avoidance decreases following the adoption of PDMPs, providing further support for the study’s hypothesis. Cross-sectional analyses indicate that the effect is more pronounced in non-drug-testing states, financially constrained firms, labor-intensive industries, and institutional ownership. Additional analyses show that tax avoidance mitigates the negative impact of the opioid crisis on firm value.

    第壹章 緒論 1
    第一節 研究背景與動機 1
    第二節 研究流程 4
    第貳章 文獻探討與假說 6
    第一節 鴉片類藥物濫用危機 7
    第二節 租稅規避 11
    第三節 鴉片類藥物濫用危機與租稅規避 12
    第四節 假說建立 15
    第參章 研究方法 16
    第一節 資料來源 16
    第二節 樣本篩選 17
    第三節 變數定義 18
    第四節 實證模型 25
    第肆章 實證結果與分析 26
    第一節 敘述性統計 26
    第二節 實證結果 31
    第三節 傳導機制 35
    第四節 敏感性分析 38
    第五節 內生性處理 45
    第六節 橫斷面分析 48
    第七節 額外測試 53
    第伍章 研究結論與限制 55
    第一節 研究結論 55
    第二節 研究限制 56
    參考文獻 58

    Al-Hadi, A., Taylor, G., & Richardson, G. (2022). Are corruption and corporate tax avoidance in the United States related? A. Al-Hadi et al. Review of Accounting Studies, 27(1), 344–389.
    Aliprantis, D., Fee, K., & Schweitzer, M. E. (2023). Opioids and the labor market. Labour Economics, 85, 102446.
    Alpaslan, C. M., Green, S. E., & Mitroff, I. I. (2009). Corporate governance in the context of crises: Towards a stakeholder theory of crisis management. Journal of Contingencies and Crisis Management, 17(1), 38–49.
    Armstrong, C. S., Blouin, J. L., Jagolinzer, A. D., & Larcker, D. F. (2015). Corporate governance, incentives, and tax avoidance. Journal of Accounting and Economics, 60(1), 1–17.
    Athira, A., & Ramesh, V. K. (2023). COVID-19 and corporate tax avoidance: International evidence. International Business Review, 32(4), 102143.
    Atkeson, A., & Kehoe, P. J. (2002). Measuring organization capital. In: National Bureau of Economic Research Cambridge, Mass., USA.
    Atkeson, A., & Kehoe, P. J. (2005). Modeling and measuring organization capital. Journal of Political Economy, 113(5), 1026–1053.
    Baker, A. C., Larcker, D. F., & Wang, C. C. (2022). How much should we trust staggered difference-in-differences estimates? Journal of Financial Economics, 144(2), 370–395.
    Becker, G. S. (2002). The age of human capital.
    Black, S. E., & Lynch, L. M. (2005). Measuring organizational capital in the new economy. In Measuring Capital in the New Economy (pp. 205–236). University of Chicago Press.
    Boubaker, S., Ftiti, Z., Liu, Y., & Louhichi, W. (2025). Opioid crisis effects on local firms’ risk. Review of Quantitative Finance and Accounting, 65(1), 185–217.
    Buchmueller, T. C., & Carey, C. (2018). The effect of prescription drug monitoring programs on opioid utilization in Medicare. American Economic Journal: Economic Policy, 10(1), 77–112.
    Cao, J., Goyal, A., Wang, Y. S., Zhan, X., & Zhang, W. E. (2025). Opioid Crisis and Firm Downside Risks: Evidence from the Option Market. Swiss Finance Institute Research Paper(24-74).
    Case, A., & Deaton, A. (2015). Rising morbidity and mortality in midlife among white non-Hispanic Americans in the 21st century. Proceedings of the National Academy of Sciences, 112(49), 15078–15083.
    Cengiz, D., Dube, A., Lindner, A., & Zipperer, B. (2019). The effect of minimum wages on low-wage jobs. The Quarterly Journal of Economics, 134(3), 1405–1454.
    Chen, C., Huang, Q., Shi, C., & Yuan, T. (2024). Opioid epidemic and corporate innovation. Journal of Corporate Finance, 86, 102586.
    Chen, S., Chen, X., Cheng, Q., & Shevlin, T. (2010). Are family firms more tax aggressive than non-family firms? Journal of Financial Economics, 95(1), 41–61.
    Chow, T., Huang, L., Li, O. Z., & Xue, X. (2026). Does Opioid Overdose Harm Tax Morale? Public Health and Corporate Tax Compliance. Public Health and Corporate Tax Compliance (January 10, 2026).
    Chui, M., Manyika, J., & Miremadi, M. (2016). Where machines could replace humans-and where they can't (yet). The McKinsey Quarterly, 1–12.
    Chyz, J. A., Gaertner, F. B., Kausar, A., & Watson, L. (2019). Overconfidence and corporate tax policy. Review of Accounting Studies, 24(3), 1114–1145.
    Chyz, J. A., Leung, W. S. C., Li, O. Z., & Rui, O. M. (2013). Labor unions and tax aggressiveness. Journal of Financial Economics, 108(3), 675–698.
    Cornaggia, K., Hund, J., Nguyen, G., & Ye, Z. (2022). Opioid crisis effects on municipal finance. The Review of Financial Studies, 35(4), 2019–2066.
    Cornaggia, K., Hund, J., Pisciotta, K., & Ye, Z. (2025). Spillover effects of opioid abuse on skilled human capital and innovation activity. Management Science.
    Currie, J., & Schwandt, H. (2021). The opioid epidemic was not caused by economic distress but by factors that could be more rapidly addressed. The ANNALS of the American Academy of Political and Social Science, 695(1), 276–291.
    Degeorge, F., Patel, J., & Zeckhauser, R. (1999). Earnings management to exceed thresholds. The Journal of Business, 72(1), 1–33.
    Deng, W., Huseynov, F., Sardarli, S., & Zhou, C. (2024). Firm inflexibility and corporate tax avoidance. UNSW Business School Research Paper Forthcoming.
    Desai, M. A., & Dharmapala, D. (2006). Corporate tax avoidance and high-powered incentives. Journal of Financial Economics, 79(1), 145–179.
    Dowell, D., Zhang, K., Noonan, R. K., & Hockenberry, J. M. (2016). Mandatory provider review and pain clinic laws reduce the amounts of opioids prescribed and overdose death rates. Health Affairs, 35(10), 1876–1883.
    Drake, K. D., Lusch, S. J., & Stekelberg, J. (2019). Does tax risk affect investor valuation of tax avoidance? Journal of Accounting, Auditing & Finance, 34(1), 151–176.
    Dyreng, S. D., Hanlon, M., & Maydew, E. L. (2008). Long‐run corporate tax avoidance. The Accounting Review, 83(1), 61–82.
    Dyreng, S. D., Jacob, M., Jiang, X., & Müller, M. A. (2022). Tax incidence and tax avoidance. Contemporary Accounting Research, 39(4), 2622–2656.
    Edwards, A., Schwab, C., & Shevlin, T. (2016). Financial constraints and cash tax savings. The Accounting Review, 91(3), 859–881.
    Evenson, R. E., & Westphal, L. E. (1995). Technological change and technology strategy. Handbook of Development Economics, 3, 2209–2299.
    Finkelstein, A., Gentzkow, M., & Williams, H. (2018). What drives prescription opioid abuse? Evidence from migration. Stanford Institute for Economic Policy Research Working Paper, 18–028.
    Flammer, C. (2015). Does product market competition foster corporate social responsibility? Evidence from trade liberalization. Strategic Management Journal, 36(10), 1469–1485.
    Florence, C. S., Zhou, C., Luo, F., & Xu, L. (2016). The economic burden of prescription opioid overdose, abuse, and dependence in the United States, 2013. Medical Care, 54(10), 901–906.
    Foley, C. F., Hartzell, J. C., Titman, S., & Twite, G. (2007). Why do firms hold so much cash? A tax-based explanation. Journal of Financial Economics, 86(3), 579–607.
    Frank, M. M., Lynch, L. J., & Rego, S. O. (2009). Tax reporting aggressiveness and its relation to aggressive financial reporting. The Accounting Review, 84(2), 467–496.
    Gallemore, J., & Labro, E. (2015). The importance of the internal information environment for tax avoidance. Journal of Accounting and Economics, 60(1), 149–167.
    Goodman-Bacon, A. (2021). Difference-in-differences with variation in treatment timing. Journal of Econometrics, 225(2), 254–277.
    Gupta, S., & Newberry, K. (1997). Determinants of the variability in corporate effective tax rates: Evidence from longitudinal data. Journal of Accounting and Public Policy, 16(1), 1–34.
    Haffajee, R. L. (2020). The public health value of opioid litigation. Journal of Law, Medicine & Ethics, 48(2), 279–292.
    Hanlon, M., & Heitzman, S. (2010). A review of tax research. Journal of Accounting and Economics, 50(2-3), 127–178.
    Hanlon, M., Maydew, E. L., & Saavedra, D. (2017). The taxman cometh: Does tax uncertainty affect corporate cash holdings? Review of Accounting Studies, 22(3), 1198–1228.
    Harris, M. C., Kessler, L. M., Murray, M. N., & Glenn, B. (2020). Prescription opioids and labor market pains: the effect of schedule II opioids on labor force participation and unemployment. Journal of Human Resources, 55(4), 1319–1364.
    Hasan, M. M., Lobo, G. J., & Qiu, B. (2021). Organizational capital, corporate tax avoidance, and firm value. Journal of Corporate Finance, 70, 102050.
    Henry, E., & Sansing, R. (2018). Corporate tax avoidance: Data truncation and loss firms. Review of Accounting Studies, 23(3), 1042–1070.
    Horwitz, J. R., Davis, C., McClelland, L., Fordon, R., & Meara, E. (2021). The importance of data source in prescription drug monitoring program research. Health Services Research, 56(2), 268–274.
    Jansen, M. (2023). Spillover effects of the opioid epidemic on consumer finance. Journal of Financial and Quantitative Analysis, 58(6), 2365–2386.
    Krueger, A. B. (2017). Where have all the workers gone? An inquiry into the decline of the US labor force participation rate. Brookings Papers on Economic Activity, 2017(2), 1.
    Lev, B., Radhakrishnan, S., & Zhang, W. (2009). Organization capital. Abacus, 45(3), 275–298.
    Maclean, J. C., Mallatt, J., Ruhm, C. J., & Simon, K. (2020). Economic studies on the opioid crisis: A review.
    Ogungbe, O., Akil, L., & Ahmad, H. A. (2019). Exploring unconventional risk-factors for cardiovascular diseases: has opioid therapy been overlooked? International Journal of Environmental Research and Public Health, 16(14), 2564.
    Ouimet, P., Simintzi, E., & Ye, K. (2025). The impact of the opioid crisis on firm value and investment. The Review of Financial Studies, 38(5), 1291–1332.
    Peters, R. H., & Taylor, L. A. (2017). Intangible capital and the investment-q relation. Journal of Financial Economics, 123(2), 251–272.
    Phan, H. M., Yoshizuka, K., Murry, D. J., & Perry, P. J. (2012). Drug testing in the workplace. Pharmacotherapy: The Journal of Human Pharmacology and Drug Therapy, 32(7), 649–656.
    Powell, D. (2021). The labor supply consequences of the opioid crisis. RAND.
    Rego, S. O. (2003). Tax‐avoidance activities of US multinational corporations. Contemporary Accounting Research, 20(4), 805–833.
    Richardson, G., Lanis, R., & Taylor, G. (2015). Financial distress, outside directors and corporate tax aggressiveness spanning the global financial crisis: An empirical analysis. Journal of Banking & Finance, 52, 112–129.
    Ruhm, C. J. (2018). Corrected US opioid‐involved drug poisoning deaths and mortality rates, 1999–2015. Addiction, 113(7), 1339–1344.
    Savych, B., Neumark, D., & Lea, R. (2019). Do opioids help injured workers recover and get back to work? The impact of opioid prescriptions on duration of temporary disability. Industrial Relations: A Journal of Economy and Society, 58(4), 549–590.
    Schnell, M., & Currie, J. (2018). Addressing the opioid epidemic: is there a role for physician education? American Journal of Health Economics, 4(3), 383–410.
    Scholes, M. S., Wilson, G. P., & Wolfson, M. A. (1992). Firms' responses to anticipated reductions in tax rates: The Tax Reform Act of 1986. In: National Bureau of Economic Research Cambridge, Mass., USA.
    Shleifer, A., & Vishny, R. W. (1997). A survey of corporate governance. The Journal of Finance, 52(2), 737–783.
    Siegfried, J. J. (1972). The relationship between economic structure and the effect of political influence: Empirical evidence from the federal corporation income tax program. The University of Wisconsin-Madison.
    Spencer, T. (2019). Florida ‘pill mills’ were ‘gas on the fire’of opioid crisis. Press Herald.
    Vadivelu, N., Kai, A. M., Kodumudi, V., Sramcik, J., & Kaye, A. D. (2018). The opioid crisis: a comprehensive overview. Current Pain and Headache Reports, 22(3), 16.
    Van Hasselt, M., Keyes, V., Bray, J., & Miller, T. (2015). Prescription drug abuse and workplace absenteeism: evidence from the 2008–2012 National Survey on Drug Use and Health. Journal of Workplace Behavioral Health, 30(4), 379–392.
    Wilson, R., & Din, A. (2018). Understanding and enhancing the US Department of Housing and Urban Development's ZIP code crosswalk files. Cityscape, 20(2), 277–294.
    Wilson, R. J. (2009). An examination of corporate tax shelter participants. The Accounting Review, 84(3), 969–999.
    Xiang, J., Zhu, L., & Kong, D. (2023). Labor cost and corporate tax avoidance. Journal of Economic Behavior & Organization, 205, 338–358.
    Zimmerman, J. L. (1983). Taxes and firm size. Journal of Accounting and Economics, 5, 119–149.
    Zingales, L. (2000). In search of new foundations. The Journal of Finance, 55(4), 1623–1653.

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