Research article

Impact of firm-level uncertainty on earnings management and role of accounting conservatism

  • Received: 25 October 2019 Accepted: 24 December 2019 Published: 26 December 2019
  • JEL Codes: D81, M41, M49

  • This study investigates whether accounting conservatism can reduce earnings management in the wake of uncertainty. It is hypothesized that conservative reporting during uncertainty can reduce earnings management and increase firm value. Using 5354 firm-year observations from 2005-2018 through Khan and watts model, we provide evidence that accounting conservatism is a way to put limits on earnings management for firms facing uncertainty. We find a statistically significant impact of conservative reporting on firm value during an uncertainty. Uncertainty at the firm level is measured by applying "prospector" and "defender" business strategy. To measure earnings management Modified Jones model and Dechow and Dichev approach models applied. Our results provide insights into conservative accounting and have critical and practical implications for investors, researchers and standard setters. After addressing endogeneity and applying GMM estimator, our results remain confirmed.

    Citation: Abdul Haque, Huma Fatima, Ammar Abid, Muhammad Ali Jibran Qamar. Impact of firm-level uncertainty on earnings management and role of accounting conservatism[J]. Quantitative Finance and Economics, 2019, 3(4): 772-794. doi: 10.3934/QFE.2019.4.772

    Related Papers:

  • This study investigates whether accounting conservatism can reduce earnings management in the wake of uncertainty. It is hypothesized that conservative reporting during uncertainty can reduce earnings management and increase firm value. Using 5354 firm-year observations from 2005-2018 through Khan and watts model, we provide evidence that accounting conservatism is a way to put limits on earnings management for firms facing uncertainty. We find a statistically significant impact of conservative reporting on firm value during an uncertainty. Uncertainty at the firm level is measured by applying "prospector" and "defender" business strategy. To measure earnings management Modified Jones model and Dechow and Dichev approach models applied. Our results provide insights into conservative accounting and have critical and practical implications for investors, researchers and standard setters. After addressing endogeneity and applying GMM estimator, our results remain confirmed.


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    [1] Abed S, Al-Badainah J, Serdaneh JA (2012) The level of conservatism in accounting policies and its effect on earnings management. Int J Econ Financ 4: 78-85.
    [2] Abid A, Shaique M, Anwar ul Haq M (2018) Do big four auditors always provide higher audit quality? Evidence from Pakistan. Int J Financ Stud 6: 58. doi: 10.3390/ijfs6020058
    [3] Ahmad-Zaluki NA, Campbell K, Goodacre A (2011) Earnings management in Malaysian IPOs: The East Asian crisis, ownership control, and post-IPO performance. Int J Account 46: 111-137. doi: 10.1016/j.intacc.2011.04.001
    [4] Ahmad A, Ilyas M (2019) DOES AUDIT QUALITY IMPROVE QUALITY OF ACCOUNTING INFORMATION IN PAKISTAN'S CAPITAL MARKET? City Univ Res J 9: 206-219.
    [5] Ali A, Ciftci M, CreadyWM (2012) Market underestimation of the implications of R&D increases for future earnings: the US evidence. J Bus Financ Account 39: 289-314. doi: 10.1111/j.1468-5957.2012.02282.x
    [6] Arif S, Marshall N, Yohn TL (2016) Understanding the relation between accruals and volatility: A real options-based investment approach. J Account Econ 62: 65-86. doi: 10.1016/j.jacceco.2016.04.005
    [7] Bachmann R, Bayer C (2014) Investment dispersion and the business cycle. Am Econ Rev 104: 1392-1416. doi: 10.1257/aer.104.4.1392
    [8] Balakrishnan K, Watts R, Zuo L (2016) The effect of accounting conservatism on corporate investment during the global financial crisis. J Bus Financ Account 43: 513-542. doi: 10.1111/jbfa.12206
    [9] Ball R, Kothari SP, Robin A (2000) The effect of international institutional factors on properties of accounting earnings. J Account Econ 29: 1-51. doi: 10.1016/S0165-4101(00)00012-4
    [10] Ball R, Shivakumar L (2006) The role of accruals in asymmetrically timely gain and loss recognition. J Account Res 44: 207-242. doi: 10.1111/j.1475-679X.2006.00198.x
    [11] Basu S, Bundick B (2017) Uncertainty shocks in a model of effective demand. Econometrica 85: 937-958. doi: 10.3982/ECTA13960
    [12] Bens DA, Monahan SJ, Steele LB (2018) The effect of aggregation of accounting information via segment reporting on accounting conservatism. Eur Account Rev 27: 237-262. doi: 10.1080/09638180.2016.1260488
    [13] Bentley K, Omer TC, Twedt B (2014) Does business strategy impact a firm's information environment. In University of New South Wales Working paper.
    [14] Black B, de Carvalho AG, Khanna V, et al. (2018) Which Aspects of Corporate Governance Do and Do Not Matter in Emerging Markets.
    [15] Bloom N (2009) The impact of uncertainty shocks. Econometrica 77: 623-685. doi: 10.3982/ECTA6248
    [16] Bloom N, Floetotto M, Jaimovich N, et al. (2018) Really uncertain business cycles. Econometrica 86: 1031-1065. doi: 10.3982/ECTA10927
    [17] Caskey JA (2008) Information in equity markets with ambiguity-averse investors. Rev Financ Stud 22: 3595-3627.
    [18] Cazier R, Rego S, Tian X, et al. (2015) The impact of increased disclosure requirements and the standardization of accounting practices on earnings management through the reserve for income taxes. Rev Account Stud 20: 436-469. doi: 10.1007/s11142-014-9302-y
    [19] Chaney PK, Devinney TM, Winer RS (1991) The impact of new product introductions on the market value of firms. J Bus, 573-610.
    [20] Chatfield C (1996) Model uncertainty and forecast accuracy. J Forecasting 15: 495-508. doi: 10.1002/(SICI)1099-131X(199612)15:7<495::AID-FOR640>3.0.CO;2-O
    [21] Chen Q, Hemmer T, Zhang Y (2007) On the relation between conservatism in accounting standards and incentives for earnings management. J Account Res 45: 541-565. doi: 10.1111/j.1475-679X.2007.00243.x
    [22] Ciftci M, Lev B, Radhakrishnan S (2011) Is research and development mispriced or properly risk adjusted? J Account Audit Financ 26: 81-116. doi: 10.1177/0148558X11400581
    [23] Cohen DA, Dey A, Lys TZ (2008) Real and accrual-based earnings management in the pre-and post-Sarbanes-Oxley periods. Account Rev 83: 757-787. doi: 10.2308/accr.2008.83.3.757
    [24] Collins DW, Hribar P (2000) Earnings-based and accrual-based market anomalies: one effect or two? J Account Econ 29: 101-123. doi: 10.1016/S0165-4101(00)00015-X
    [25] Collins DW, Pungaliya RS, Vijh AM (2012) The effects of firm growth and model specification choices on tests of earnings management. Available at SSRN 1823835.
    [26] Commerford BP, Hatfield RC, Houston RW (2018) The effect of real earnings management on auditor scrutiny of management's other financial reporting decisions. Account Rev 93: 145-163. doi: 10.2308/accr-52032
    [27] Cormier D, Houle S, Ledoux M-J (2013) The incidence of earnings management on information asymmetry in an uncertain environment: Some Canadian evidence. J Int Account Audit Taxation 22: 26-38. doi: 10.1016/j.intaccaudtax.2013.02.002
    [28] Cumming D, Filatotchev I, Knill A, et al. (2017) Law, finance, and the international mobility of corporate governance. Springer.
    [29] El Ghoul S, Guedhami O, Pittman J (2011) The role of IRS monitoring in equity pricing in public firms. Contemp Account Res 28: 643-674. doi: 10.1111/j.1911-3846.2011.01065.x
    [30] Fuller J, Jensen MC (2002) Just say no to Wall Street: Putting a stop to the earnings game. J Appl Corp Financ 14: 41-46. doi: 10.1111/j.1745-6622.2002.tb00447.x
    [31] Gao P (2013) A measurement approach to conservatism and earnings management. J Account Econ 55: 251-268. doi: 10.1016/j.jacceco.2012.10.001
    [32] Goh BW, Li D (2011) Internal controls and conditional conservatism. Account Rev 86: 975-1005. doi: 10.2308/accr.00000041
    [33] Graham JR, Harvey CR, Rajgopal S (2005) The economic implications of corporate financial reporting. J Account Econ 40: 3-73. doi: 10.1016/j.jacceco.2005.01.002
    [34] Guay W, Verrecchia R (2006) Discussion of an economic framework for conservative accounting and Bushman and Piotroski (2006). J Account Econ 42: 149-165. doi: 10.1016/j.jacceco.2006.03.003
    [35] Gulen H, Ion M (2015) Policy uncertainty and corporate investment. Rev Financ Stud 29: 523-564.
    [36] Hansen JC, Hong KP, Park S-H (2018) Accounting conservatism: A life cycle perspective. Adv Account 40: 76-88. doi: 10.1016/j.adiac.2017.10.001
    [37] Haque A, Mughal A, Zahid Z (2016) Earning Management and the Role of Accounting Conservatism at Firm Level. Int J Econ Financ 8: 197-205. doi: 10.5539/ijef.v8n2p197
    [38] Healy PM, Wahlen JM (1999) A review of the earnings management literature and its implications for standard setting. Account Horizons 13: 365-383. doi: 10.2308/acch.1999.13.4.365
    [39] Heinsalu S (2011) Equivalence of the information structure with unawareness to the logic of awareness. Proceedings of the 13th Conference on Theoretical Aspects of Rationality and Knowledge, 82-90.
    [40] Hsieh C-C, Ma Z, Novoselov KE (2019) Accounting conservatism, business strategy, and ambiguity. Account Organ Society 74: 41-55. doi: 10.1016/j.aos.2018.08.001
    [41] Iqbal A, Espenlaub S, Strong N (2009) Earnings management around UK open offers. Eur J Financ 15: 29-51. doi: 10.1080/13518470701705652
    [42] Ittner CD, Larcker DF (2001) Assessing empirical research in managerial accounting: a value-based management perspective. J Account Econ 32: 349-410. doi: 10.1016/S0165-4101(01)00026-X
    [43] Ittner CD, Larcker DF, Rajan MV (1997) The choice of performance measures in annual bonus contracts. Account Rev, 231-255.
    [44] Jackson SB, Liu X (2010) The allowance for uncollectible accounts, conservatism, and earnings management. J Account Res 48: 565-601. doi: 10.1111/j.1475-679X.2009.00364.x
    [45] Khalilov A, Garcia Osma B (2019) Accounting Conservatism and the Profitability of Corporate Insiders. Available at SSRN 3362468.
    [46] Khan M, Watts RL (2009) Estimation and empirical properties of a firm-year measure of accounting conservatism. J Account Econ 48: 132-150. doi: 10.1016/j.jacceco.2009.08.002
    [47] Khurana IK, Wang W (2019) International Mergers and Acquisitions Laws, the Market for Corporate Control, and Accounting Conservatism. J Account Res 57: 241-290. doi: 10.1111/1475-679X.12247
    [48] Kim H, Lee H, Lee JE (2015) Mandatory audit firm rotation and audit quality. J Appl Bus Res 31: 1089. doi: 10.19030/jabr.v31i3.9245
    [49] Knight FH (1971) Risk, uncertainty and profit, 1921. Library of Economics and Liberty.
    [50] Kothari SP, Leone AJ, Wasley CE (2005) Performance matched discretionary accrual measures. J Account Econ 39: 163-197. doi: 10.1016/j.jacceco.2004.11.002
    [51] Kwon SS, Yin QJ, Han J (2006) The effect of differential accounting conservatism on the "over-valuation" of high-tech firms relative to low-tech firms. Rev Quant Financ Account 27: 143. doi: 10.1007/s11156-006-8794-3
    [52] LaFond R, Watts RL (2008) The information role of conservatism. Account Rev 83: 447-478. doi: 10.2308/accr.2008.83.2.447
    [53] Lara JMG, Osma BG, Penalva F (2012) Accounting conservatism and the limits to earnings management.
    [54] Latif AS, Abdullah F (2015) The effectiveness of corporate governance in constraining earnings management in Pakistan.
    [55] Lobo GJ, Parthasarathy K, Sivaramakrishnan S (2008) Growth, managerial reporting behavior, and accounting conservatism. Available at SSRN 1098294.
    [56] Lobo GJ, Robin A, Wu K (2019) Share repurchases and accounting conservatism. Rev Quant Financ Account, 1-35.
    [57] March JG (1991) Exploration and exploitation in organizational learning. Organ Sci 2: 71-87. doi: 10.1287/orsc.2.1.71
    [58] Marion TJ, Friar JH, Simpson TW (2012) New product development practices and early-stage firms: Two in-depth case studies. J Product Innovation Manage 29: 639-654. doi: 10.1111/j.1540-5885.2012.00930.x
    [59] Miles RE, Snow CC (2007) Organization theory and supply chain management: An evolving research perspective. J Oper Manage 25: 459-463. doi: 10.1016/j.jom.2006.05.002
    [60] Miller D, Friesen PH (1982) Innovation in conservative and entrepreneurial firms: Two models of strategic momentum. Strategic Manage J 3: 1-25. doi: 10.1002/smj.4250030102
    [61] Myers SC, Majluf NS (1984) Corporate financing and investment decisions when firms have information that investors do not have. J Financ Econ 13: 187-221. doi: 10.1016/0304-405X(84)90023-0
    [62] Osma BG, Young S (2009) R&D expenditure and earnings targets. Eur Account Rev 18: 7-32. doi: 10.1080/09638180802016718
    [63] Pindyck RS (1993) Investments of uncertain cost. J Financ Econ 34: 53-76. doi: 10.1016/0304-405X(93)90040-I
    [64] Quinn RE, Cameron K (1983) Organizational life cycles and shifting criteria of effectiveness: Some preliminary evidence. Manage Sci 29: 33-51. doi: 10.1287/mnsc.29.1.33
    [65] Ruch GW, Taylor G (2015) Accounting conservatism: A review of the literature. J Account Lit 34: 17-38.
    [66] Schipper K (1989) Commentary on earnings management. Account Horizons 3: 91-102.
    [67] Shust E (2015) Does research and development activity increase accrual-based earnings management? J Account Audit Financ 30: 373-401. doi: 10.1177/0148558X14560901
    [68] Simons R (1987) Accounting control systems and business strategy: an empirical analysis. Account Organ Society 12: 357-374. doi: 10.1016/0361-3682(87)90024-9
    [69] Sohn BC (2016) The effect of accounting comparability on the accrual-based and real earnings management. J Account Public Policy 35: 513-539. doi: 10.1016/j.jaccpubpol.2016.06.003
    [70] Stein LCD, Stone E (2013) The effect of uncertainty on investment, hiring, and R&D: Causal evidence from equity options. Hiring R&D: Causal Evidence Equity Options.
    [71] Thijssen MWP, Iatridis GE (2016) Conditional conservatism and value relevance of financial reporting: A study in view of converging accounting standards. J Multinational Financ Manage 37: 48-70.
    [72] Tsipouridou M, Spathis C (2012) Earnings management and the role of auditors in an unusual IFRS context: The case of Greece. J Int Account Audit Taxation 21: 62-78. doi: 10.1016/j.intaccaudtax.2012.01.005
    [73] Wang R (2018) Strategic Deviance and Accounting Conservatism. Am J Ind Bus Manage 8: 1197.
    [74] Watts RL (2003a) Conservatism in accounting part I: Explanations and implications. Account Horizons 17: 207-221.
    [75] Watts RL (2003b) Conservatism in accounting part II: Evidence and research opportunities. Account Horizons 17: 287-301.
    [76] Watts RL, Zimmerman JL (1986) Positive accounting theory.
    [77] Williams CD (2014) Asymmetric responses to earnings news: A case for ambiguity. Account Rev 90: 785-817.
    [78] Yanqiong M (2011) Earnings management incentives and techniques in china's listed companies: a case study. Proceedings of the 7th International Conference on Innovation and Management, Paris, 1, 131-133.
    [79] Zang AY (2011) Evidence on the trade-off between real activities manipulation and accrual-based earnings management. Account Rev 87: 675-703.
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