Impact of leverage on earning management: Empirical evidence from the manufacturing sector of Pakistan
Abstract
The current study examines the impact of leverage on earning management in the manufacturing sector of Pakistan. It selects a list of 159 non-financial firms listed at Pakistan Stock Exchange (PSE) for a period of 7 years. The study has used Modified Jones Model 1995 as proxy of earning management. Independent variable is leverage while the three control variables are growth, firm size and Return on Assets (ROA). The findings reveal that a significant positive relationship exists between leverage and earning management activities while other variables ROA and firm size are also found to be significant. However, no significant relationship is found between growth and earning management activities. Moreover, this study has discussed the relationship between earning management and discretionary accruals. The implications of the study for different stakeholders have been discussed also.
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Abbadi, S. S., Hijazi, Q. F., & Al-Rahahleh, A. S. (2016). Corporate governance quality and earnings management: Evidence from Jordan. Australasian Accounting Business & Finance Journal, 10(2), 54–75. doi: 10.14453/aabfj.v10i2.4
Ali, U., Noor, M., Khurshid, M. K., & Mahmood, A. (2015). Impact of firm size on earnings management: A study of textile sector of Pakistan. European Journal of Business and Management, 7(28), 47–56.
Aman, A., Pourjalali, H., & Teruya, J. (2006). Earnings management in Malaysia: A study on effects of accounting choices. Malaysian Accounting Review, 5(1), 185–209.
Ardison, K. M. M., Martinez, A. L., & Galdi, F. C. (2012). The effect of leverage on earnings management in Brazil. Advances in Scientific and Applied Accounting, 5(3), 305–324.
Badertscher, B. A. (2011). Overvaluation and the choice of alternative earnings management mechanisms. The Accounting Review, 86(5), 1491–1518. doi: 10.2308/accr-10092
Bassiouny, S. W., Soliman, M. M., & Ragab, A. (2016). The impact of firm characteristics on earnings management: An empirical study on the listed firms in Egypt. The Business & Management Review, 7(2), 91–101.
Beatty, A., & Weber, J. (2003). The effects of debt contracting on voluntary accounting method changes. The Accounting Review, 78(1), 119–142. doi: 10.2308/accr.2003.78.1.119
Beck, N., & Katz, J. (1995). What to do (and not to do) with time-series cross-section data. American Political Science Review, 89(3), 34–647. doi: 10.2307/2082979
Bitzer, J., & Stephan, A. (2007). A Schumpeter-inspired approach to the construction of R&D capital stocks. Applied Economics, 39(2), 179–189. doi: 10.1080/00036840500427973
Bloom, N., Sadun, R., & Reenen, J. V. (2015). Do private equity owned firms have better management practices? The American Economic Review, 105(5), 442–446.
Briamonte, M. F., Addeo, F., Fiano, F., & Sorrentino, M. (2017). The effect of pyramidal structures on earnings management: Evidence from Italian listed companies. Corporate Ownership & Control, 14(3), 64-73. doi: 10.22495/cocv14i3art7
Collins, D. W., Pungaliya, R. S., & Vijh, A. M. (2017). The effects of firm growth and model specification choices on tests of earnings management in quarterly settings. The Accounting Review, 92(2), 69–100. doi: 10.2308/accr-51551
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. doi: 10.1016/j.jacceco.2010.09.001
Dechow, P., Sloan, R., & Sweeney, A. (1995). Detecting Earnings Management. The Accounting Review, 70(2), 193-225. Retrieved from http://www.jstor.org/stable/248303
Fung, S. Y. K., & Goodwin, J. (2013). Short-term debt maturity, monitoring and accruals-based earnings management. Journal of Contemporary Accounting & Economics, 9(1), 67–82. doi: 10.1016/j.jcae.2013.01.002
Goncharov, I. (2005). Earnings Management and Its Determinants: Closing Gaps in Empirical Accounting Research. Bern, Switzerland: Peter Lang D. Retrieved from https://www.peterlang.com/view/title/47989
Graham, J. R., Harvey, C. R., & Rajgopal, S. (2005). The economic implications of corporate financial reporting. Journal of Accounting and Economics, 40(1-3), 3–73. doi: 10.1016/j.jacceco.2005.01.002
Haider, J., Ali, A., & Sadiq, T. (2012). Earning management and dividend policy: Empirical evidence from Pakistani listed companies. European Journal of Business and Management, 4(1), 83–90.
Hoechle, D. (2007). Robust standard errors for panel regressions with cross-sectional dependence. Stata Journal, 7(3), 281-312
Iturriaga, F. J. L., & Hoffmann, P. S. (2005). Earnings management and internal mechanisms of corporate governance: Empirical evidence from Chilean firms. Corporate Ownership & Control, 3(1), 17–29.
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. doi: 10.1016/0304-405X(76)90026-X
Lago-Peñas, S. (2006). Capital grants and regional public investment in Spain: Fungibility of aid or crowding-in effect? Applied Economics, 38(15), 1737–1747. doi: 10.1080/00036840500427163
Marques, H. (2005). The skilled U-shaped Europe: Is it really and on which side does it stand? Applied Economics, 37(19), 2205–2220. doi: 10.1080/00036840500361214
Moradi, M., Salehi, M., & Najari, M. (2012). A study of the effective variables on earning management: Iranian evidence. Research Journal of Applied Sciences, Engineering and Technology, 4(17), 3088–3094.
Mosca I. (2007). Decentralization as a determinant of health care expenditure: Empirical analysis for OECD countries. Applied Economics Letters, 14(7), 511–515. doi: 10.1080/13504850500438736
Naz, I., Bhatti, K., Ghafoor, A., & Husein, H. (2011). Impact of firm size and capital structure on earnings management: Evidence from Pakistan. International Journal of Contemporary Business Studies, 2(12), 22–31.
Pearson, K. (1895). Note on regression and inheritance in the case of two parents. Proceedings of the Royal Society of London 58, 240–242. Retrieved from http://www.jstor.org/stable/115794
Reed, W. R., & Ye, H. (2011). Which panel data estimator should I use? Applied Economics, 43(8), 985–1000. doi: 10.1080/00036840802600087
Roychowdhury, S. (2006). Earnings management through real activities manipulation. Journal of Accounting and Economics, 42(3), 335–370. doi: 10.1016/j.jacceco.2006.01.002
Saleem, F., & Alifiah, M. N. (2017). The effect of earnings management on dividend policy in Pakistan. Sains Humanika, 9(1–3), 1–5. doi: 10.11113/sh.v9n1-3.1131
Schipper, K. (1989). Commentary on earnings management. Accounting horizons, 3(4), 91–102.
Soliman, M. (2013). Firm characteristics and the extent of voluntary disclosure: The case of Egypt. Research Journal of Finance and Accounting, 4(17), 71–80.
Sweeney, A. P. (1994). Debt-covenant violations and managers' accounting responses. Journal of Accounting and Economics, 17(3), 281–308. doi: 10.1016/0165-4101(94)90030-2
Tabassum, N., Kaleem, A., & Nazir, M. S. (2014). Earnings management through overproduction and subsequent performance: An empirical study in Pakistan. International Journal of Indian Culture and Business Management, 9(3), 267–282.
Tahir, S. H., Sabir, H. M., & Shah, S. Z. A. (2011). Impact of earnings management on capital structure of non-financial companies listed on (KSE) Pakistan. Global Business and Management Research, 3(1), 96–105.
Ujah, N. U., & Brusa, J. (2014). Earnings management, financial leverage, and cash flow volatility: An analysis by Industry. Journal of Business and Economics, 5(3), 338–348. doi: 10.15341/jbe(2155-7950)/03.05.2014/005
Ujah, N. U., & Brusa, J. O. (2011). Earnings management, financial leverage, and cash flow volatility: Do economic conditions matter? Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1929550
Uwuigbe, U., Uwuigbe, O. R., & Bernard, O. (2015). Assessment of the effects of firms’ characteristics on earnings management of listed firms in Nigeria’. Asian Economic and Financial Review, 5(2), 218–228. doi: 10.18488/journal.aefr/2015.5.2/102.2.218.228
Vakilifard, H., & Mortazavi, M. S. (2016). The impact of financial leverage on accrual-based and real earnings management. International Journal of Academic Research in Accounting, Finance and Management Sciences, 6(2), 53–60.
Veronica, A. (2015). The influence of leverage and its size on the earnings management. Research Journal of Finance and Accounting, 6(8), 159–167.
Waseemullah, Safi, I., & Shehzadi, A. (2015). Earnings management and firm performance: A case of Karachi stock exchange listed firms in Pakistan. International Journal of Economics and Empirical Research , 3(6), 278–285.
Waweru, N. M., & Riro, G. K. (2013). Corporate governance, firm characteristics and earnings management in an emerging economy. Journal of Applied Management Accounting Research, 11(1), 43–64.
Zamri, N., Rahman, R. A., & Isa, N. S. M. (2013). The impact of leverage on real earnings management. Procedia Economics and Finance, 7, 86–95. doi: 10.1016/S2212-5671(13)00222-0
Zang, A. Y. (2011). Evidence on the trade-off between real activities manipulation and accrual-based earnings management. The Accounting Review, 87(2), 675–703. doi: 10.2308/accr-10196
Zadeh, F. N., Salehi, M., & Alaei, S. M. (2012). A study of the factors affecting earnings management: Iranian Overview. Scince Series Data Report, 4(2), 22–27.
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