Abstract
This paper develops two new measures of labor tax avoidance (LTAV) based on social contribution expenses reported in financial statements and tests them and their determinants within a sample of 224 Italian firms defined as legally registered Mafia firms (LMFs) due to having been confiscated at some point by judicial authorities, in relation to alleged connections with Italian organized crime. Overall, our results reveal that before confiscation LMFs engage more in LTAV than lawful firms do, whereas after confiscation there is no significant difference between both types of firm. Furthermore, we find that several factors have a significant influence on the probability of engaging in such a practice. This study can enhance further research on the effectiveness of our measures and on the determinants of LTAV in other contexts and for other types of firms. Moreover, these measures can be added to the other direct and indirect methods commonly employed to measure and detect undeclared work representing a primary means of LTAV. Finally, our study allows inferring conclusions on the relation between corporate social responsibility and tax avoidance, suggesting that socially irresponsible firms, such as LMFs, are more likely to adopt this practice.
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Ahumada, H., Alvaredo, F., & Canavese, A. (2007). The monetary method and the size of the shadow economy: A critical assessment. Review of Income and Wealth, 53(2), 363–371.
Alañón, A., & Gómez-Antonio, M. (2005). Estimating the size of the shadow economy in Spain: A structural model with latent variables. Applied Economics, 37(9), 1011–1025.
Arlacchi, P. (1983). La mafia imprenditrice: L’etica mafiosa e lo spirito del capitalismo. Bologna: Il Mulino.
Atwood, T. J., Drake, M. S., Myers, J. N., & Myers, L. A. (2012). Home country tax system characteristics and corporate tax avoidance: International evidence. Accounting Review, 87(6), 1831–1860.
Badertscher, B., Katz, S., & Rego, S. O. (2010). The impact of private equity ownership on portfolio firms’ corporate tax planning. Working Paper 10-004, Harvard Business School.
Beatty, A., & Harris, D. G. (1999). The effects of taxes, agency costs and information asymmetry on earnings management: A comparison of public and private firms. Review of Accounting Studies, 4(3–4), 299–326.
Bertrand, M., & Schoar, A. (2003). Managing with style: The effect of managers on firm policies. The Quarterly Journal of Economics, 68(4), 1169–1208.
Champeyrache, C. (2004). Entreprise Légale, Propriétaire Mafieux: Comment la Mafia Infiltre l’Economie Légale. Paris: Editions CNRS.
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.
Cloyd, C. B., Pratt, J., & Stock, T. (1996). The use of financial accounting choice to support aggressive tax positions: Public and private firms. Journal of Accounting Research, 34(1), 23–43.
Cohen, D., Dey, A., & Lys, T. (2008). Real and accrual-based earnings management in the pre- and post-Sarbanes-Oxley periods. The Accounting Review, 83(3), 757–787.
Colin, A. C., Gelbach, J. B., & Miller, D. L. (2011). Robust Inference with Multiway Clustering. Journal of Business and Economic Statistics, 29(2), 238–249.
Crocker, K. J., & Slemrod, J. (2005). Corporate tax evasion with agency costs. Journal of Public Economics, 89(9–10), 1593–1610.
Dechow, P., Ge, W., & Schrand, C. (2010). Understanding earnings quality: A review of the proxies, their determinants and their consequences. Journal of Accounting and Economics, 50(2–3), 344–401.
DeFond, M. L., & Jiambalvo, J. (1994). Debt covenant violation and manipulation of accruals. Journal of Accounting and Economics, 17(1–2), 145–176.
DeFond, M. L., & Subramanyam, K. R. (1998). Auditor changes and discretionary accruals. Journal of Accounting and Economics, 25(1), 35–67.
Dell’Anno, R., Gómez-Antonio, M., & Pardo, A. (2007). The shadow economy in three Mediterranean countries: France, Spain and Greece. A MIMIC approach. Empirical Economics, 33(1), 51–84.
Derashid, C., & Zhang, H. (2003). Effective tax rates and the “industry policy” hypothesis: Evidence from Malaysia. Journal of International Accounting, Auditing and Taxation, 12(1), 45–62.
Desai, M., & Dharmapala, D. (2006). Corporate tax avoidance and high-powered incentives. Journal of Financial Economics, 79(1), 145–179.
Desai, M., Dyck, A., & Zingales, L. (2007). Theft and taxes. Journal of Financial Economics, 84(3), 591–623.
Di Porto, E. (2011). Undeclared work, employer tax compliance, and audits. Public Finance Review, 39(1), 75–102.
Dyreng, S. D., Hanlon, M., & Maydew, E. L. (2008). Long-run corporate tax avoidance. The Accounting Review, 83(1), 61–82.
Dyreng, S. D., Hanlon, M., & Maydew, E. L. (2010). The effects of executives on corporate tax avoidance. The Accounting Review, 85(4), 1163–1190.
Fama, E. F., & MacBeth, J. D. (1973). Risk, Return, and Equilibrium: Empirical tests. Journal of Political Economy, 81(3), 607–636.
Fantò, E. (1999). L’impresa a partecipazione mafiosa. Economia Legale ed Economia Criminale. Bari: Delalo.
Feige, E. L., & Urban, I. (2008). Measuring underground (unobserved, non-observed, unrecorded) economies in transition countries: Can we trust GDP? Journal of Comparative Economics, 36(2), 287–306.
Feld, L. P., & Larsen, C. (2005). Black activities in Germany in 2001 and 2004: A comparison based on survey data. Study No. 12. Copenhagen: The Rockwool Foundation Research Unit.
Feld, L. P., & Schneider, F. (2010). Survey on the shadow economy and undeclared earnings in OECD countries. German Economic Review, 11(2), 109–149.
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.
Freedman, J. (2003). Tax and corporate responsibility. Tax Journal, 695(2), 1–4.
Gambetta, D. (1993). The Sicilian Mafia: The business of private protection. Cambridge, MA: Harvard University Press.
Gow, I., Ormazabal, G., & Taylor, D. (2010). Correcting for cross-sectional and time-series dependence in accounting research. The Accounting Review, 85(2), 483–512.
Graham, J. R., & Tucker, A. L. (2006). Tax shelters and corporate debt policy. Journal of Financial Economics, 81(3), 563–594.
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.
Hanlon, M., & Heitzman, S. (2010). A review of tax research. Journal of Accounting and Economics, 50(2–3), 127–178.
Hoopes, J. L., Mescall, D., & Pittman, J. A. (2012). Do IRS audits deter corporate tax avoidance? Accounting Review, 87(5), 1603–1639.
Huseynov, F., & Klamm, B. K. (2012). Tax avoidance, tax management and corporate social responsibility. Journal of Corporate Finance, 18(4), 804–827.
Jeter, D. C., & Shivakumar, L. (1999). Cross-sectional estimation of abnormal accruals using quarterly and annual data: Effectiveness in detecting event-specific earnings management. Accounting and Business Research, 29(4), 299–319.
Kasznik, R. (1999). On the association between voluntary disclosure and earnings management. Journal of Accounting Research, 37(1), 57–81.
Kim, Y., Park, M. S., & Wier, B. (2012). Is Earnings Quality Associated with Corporate Social Responsibility? The Accounting Review, 87(3), 761–796.
Kothari, S. P., Leone, A., & Wasley, C. (2005). Performance matched discretionary accrual measures. Journal of Accounting and Economics, 39(1), 163–197.
Krumplyte, J., & Samulevicius, J. (2010). Complex research on undeclared work: Theoretical aspects and empirical application in Lithuania. Engineering Economics, 21(3), 283–294.
Landolf, U. (2006). Tax and corporate responsibility. International Tax Review, 29(July), 6–9.
Lanis, R., & Richardson, G. (2012). Corporate social responsibility and tax aggressiveness: An empirical analysis. Journal of Accounting and Public Policy, 31(1), 86–108.
Lisowsky, P. (2010). Seeking shelter: Empirically modeling tax shelters using financial statement information. The Accounting Review, 85(5), 1693–1720.
Manzon, G. B., Jr, & Plesko, G. A. (2002). The relation between financial and tax reporting measures of income. Tax Law Review, 55(2), 175–214.
Mills, L. F., & Newberry, K. J. (2001). The influence of tax and non-tax costs on book-tax reporting differences: Public and private firms. The Journal of American Taxation Association, 23(1), 1–19.
Omer, T., Molloy, K., & Ziebart, D. (1993). An investigation of the firm size–effective tax rate relation in the 1980s. Journal of Accounting, Auditing and Finance, 8(2), 167–182.
Perrini, F., Russo, A., & Tencati, A. (2007). CSR strategies of SMEs and large firms. Evidence from Italy. Journal of Business Ethics, 74(3), 285–300.
Perry, S. E., & Williams, T. H. (1994). Earnings management preceding management buyout offers. Journal of Accounting and Economics, 18(2), 157–179.
Pfau-Effinger, B. (2009). Varieties of undeclared work in European societies. British Journal of Industrial Relations, 47(1), 79–99.
Porcano, T. (1986). Corporate tax rates: Progressive, proportional, or regressive. The Journal of the American Taxation Association, 7(2), 17–31.
Preuss, L. (2010). Tax avoidance and corporate social responsibility: You can’t do both, or can you? Corporate Governance, 10(4), 365–374.
Preuss, L. (2012). Responsibility in Paradise? The Adoption of CSR Tools by Companies Domiciled in Tax Havens. Journal of Business Ethics, 110(1), 1–14.
Rego, S. O. (2003). Tax-avoidance activities of U.S. multinational corporations. Contemporary Accounting Research, 20(4), 805–833.
Richardson, G. (2008). The relationship between culture and tax evasion across countries: Additional evidence and extensions. Journal of International Accounting, Auditing and Taxation, 17(2), 67–78.
Richardson, G., & Lanis, R. (2007). Determinants of the variability in corporate effective tax rates and tax reform: Evidence from Australia. Journal of Accounting and Public Policy, 26(6), 689–704.
Roychowdhury, S. (2006). Earnings management through real activities manipulation. Journal of Accounting and Economics, 42(3), 335–370.
Schneider, F. (2004). The size of the shadow economies of 145 countries all over the world: First results over the period 1999–2003. Discussion Paper 1431, Institute for the Study of Labor (IZA), Bonn.
Schneider, F. (2008). The Hidden Economy. Cheltenham: Edward Elgar.
Schneider, F., & Bajada, C. (2005). An international comparison of underground economic activity. In C. Bajada & F. Schneider (Eds.), Size, Causes and Consequences of the Underground Economy: An International Perspective (1st ed., pp. 73–106). Aldershot: Ashgate Publishing.
Schneider, F., Buehn, A., & Montenegro, C. E. (2010). New estimates for the shadow economies all over the world. International Economic Journal, 24(4), 443–461.
Schneider, F., & Enste, D. H. (2000). Shadow economies: Size, causes, and consequences. Journal of Economic Literature, 38(1), 77–114.
Schneider, F., & Enste, D. H. (2002). The shadow economy: An international survey. Cambridge: Cambridge University Press.
Sikka, P. (2010). Smoke and mirrors: Corporate social responsibility and tax avoidance. Accounting Forum, 34(3–4), 153–168.
Slemrod, J. (2004). The economics of corporate tax selfishness. National Tax Journal, 57(4), 877–899.
Stickney, C., & McGee, V. (1982). Effective corporate tax rates: The effect of size, capital intensity, leverage, and other factors. Journal of Accounting and Public Policy, 1(2), 125–152.
Teoh, S. H., Welch, I., & Wong, T. J. (1998). Earnings management and the long-run underperformance of seasoned equity offerings. Journal of Financial Economics, 50(1), 63–99.
Transcrime. (2013). Progetto PON Sicurezza 2007–2013. Retrieved from http://www.investimentioc.it/.
Treisman, D. (2000). The causes of corruption: A cross-national study. Journal of Public Economics, 76(3), 399–457.
Tsakumis, G. T., Curatola, A. P., & Porcano, T. M. (2007). The relation between national cultural dimensions and tax evasion. Journal of International Accounting, Auditing and Taxation, 16(2), 131–147.
Williams, C. C. (2006). Evaluating the magnitude of the shadow economy: A direct survey approach. Journal of Economic Studies, 33(5), 369–385.
Williams, C. C. (2009a). Formal and informal employment in Europe: Beyond dualistic representations. European Urban and Regional Studies, 16(2), 147–159.
Williams, C. C. (2009b). Tackling undeclared work in Europe: Lessons from a 27-nation survey. Policy Studies, 30(2), 143–162.
Williams, C. C. (2010). Evaluating the nature of undeclared work in South Eastern Europe. Employee Relations, 32(3), 212–226.
Williams, C. C., & Windebank, J. (1998). Informal Employment in the Advanced Economies. London: Routledge.
Wilson, R. (2009). An examination of corporate tax-shelter participants. The Accounting Review, 84(3), 969–999.
Zimmerman, J. (1983). Taxes and firm size. Journal of Accounting and Economics, 5(2), 119–149.
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Appendix
Appendix
Definition of Variables of the Base Regression Model (Eq. (4))
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LTAV_PROXY = ABSOC1, P_ABSOC1, N_ABSOC1, ABSOC2, P_ABSOC2 , or N_ABSOC2:
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CRIME1 = Dummy variable taking value of 1 for LMFs before confiscation and 0 otherwise
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CRIME2 = Dummy variable taking value of 1 for LMFs after confiscation and 0 otherwise
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SIZE = Natural logarithm of total assets in thousands
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LEVLONG = Long-term debts divided by total assets
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CAPINT = Net property, plant and equipment, and net intangible fixed assets divided by total assets
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INVTA = Inventory divided by total assets
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ROA = Income before tax divided by total assets
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GROWTH = (Total assets − lagged total assets)/lagged total assets
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CH_REC = (Receivables − lagged receivables)/lagged total assets
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CH_INV = (Inventory − lagged inventory)/lagged total assets
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ABMAT = Abnormal material expenses equal to residuals from Eq. (3)
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LNGDP = Natural logarithm of regional GDP per capita (source ISTAT)
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LOSS = Dummy variable that takes a value of 1 if the firm had two or more consecutive years of negative income including the current and 0 otherwise
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ETR = Current tax expense divided by income before tax
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INDSEC = Dummy variables representing industry defined by the two-digit SIC code
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YEAR = Dummy variables representing the fiscal year
Abbreviations
- ABSOCs:
-
Abnormal social contribution expenses
- ANBSC:
-
Agenzia Nazionale Beni Sequestrati e Confiscati
- CFO:
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Cash flow from operations
- CSR:
-
Corporate social responsibility
- ETR:
-
Effective tax rate
- FTE:
-
Full-time employed
- ISTAT:
-
ITALIAN Statistical Institute
- ITAV:
-
Income tax avoidance
- LA:
-
Legal Administration
- LMF:
-
Legally registered Mafia firm
- LTAV:
-
Labor tax avoidance
- LWF:
-
Lawful firm
- NSOCs:
-
Normal social contribution expenses
- SRL:
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Società a responsabilità limitata
- SOCs:
-
Social contribution expenses
- TAV:
-
Tax avoidance
- UDW:
-
Undeclared work
- VAT:
-
Value-added tax
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Ravenda, D., Argilés-Bosch, J.M. & Valencia-Silva, M.M. Labor Tax Avoidance and Its Determinants: The Case of Mafia Firms in Italy. J Bus Ethics 132, 41–62 (2015). https://doi.org/10.1007/s10551-014-2304-7
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DOI: https://doi.org/10.1007/s10551-014-2304-7