Firm Performance, Corporate Social Responsibility and the Impact of Earnings Management during COVID-19: Evidence from MENA Region
Abstract
:1. Introduction
2. Literature Review and Hypotheses
2.1. Firm Performance and CSR
2.2. Firm Performance and Earning Management
2.3. CSR and Earning Management
3. Materials and Methods
3.1. Population and Sample
3.2. Models and Variables
3.2.1. Measurement of Firm Performance (FP)
3.2.2. Measurement of CSR
3.2.3. Measurement of Earnings Management
3.2.4. Control Variables
4. Results
4.1. Descriptive Statistics
4.2. Correlation Coefficients
4.3. Results of Random Effect Estimation (RE)
4.3.1. Relationship between ESG, EM, and ROA
4.3.2. Relationship between ESG, EM, and ROE
4.3.3. Relationship between ESG, EM, and Tobin’s Q
4.4. Results of Generalized Method of Moments (GMM)
5. Conclusions and Discussion
6. Practical and Theoretical Implications
7. Limitations, Recommendations, and Future Research Direction
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Khamis, N.I.; Wan Ismail, W.K. The impact of corporate social responsibility on corporate image in the construction industry: A case of SMEs in Egypt. J. Sustain. Financ. Investig. 2022, 12, 128–146. [Google Scholar] [CrossRef]
- Alkayed, H.; Omar, B.F. Determinants of the extent and quality of corporate social responsibility disclosure in the industrial and services sectors: The case of Jordan. J. Financ. Report. Account. 2022, in press. [Google Scholar] [CrossRef]
- Alizadeh, A. The Drivers and Barriers of Corporate Social Responsibility: A Comparison of the MENA Region and Western Countries. Sustainability 2022, 14, 909. [Google Scholar] [CrossRef]
- Buallay, A.; Fadel, S.M.; Al-Ajmi, J.Y.; Saudagaran, S. Sustainability reporting and performance of MENA banks: Is there a trade-off? Meas. Bus. Excell. 2020, 24, 197–221. [Google Scholar] [CrossRef]
- Magd, H.; Karyamsetty, H. Assessing the Significance of Corporate Social Responsibility Actions to Achieve Sustainable Business and Organizational Performance during the COVID-19 Pandemic in Oman. Glob. Bus. Manag. Res. 2021, 13, 10–24. [Google Scholar]
- García-Sánchez, I.-M.; García-Sánchez, A. Corporate social responsibility during COVID-19 pandemic. J. Open Innov. Technol. Mark. Complex. 2020, 6, 126. [Google Scholar] [CrossRef]
- He, H.; Harris, L. The impact of Covid-19 pandemic on corporate social responsibility and marketing philosophy. J. Bus. Res. 2020, 116, 176–182. [Google Scholar] [CrossRef] [PubMed]
- Popkova, E.; DeLo, P.; Sergi, B.S. Corporate social responsibility amid social distancing during the COVID-19 crisis: BRICS vs. OECD countries. Res. Int. Bus. Financ. 2021, 55, 101315. [Google Scholar] [CrossRef]
- Mahmud, A.; Ding, D.; Hasan, M.M. Corporate social responsibility: Business responses to Coronavirus (COVID-19) pandemic. SAGE Open 2021, 11. [Google Scholar] [CrossRef]
- Kucharska, W.; Kowalczyk, R. How to achieve sustainability?—Employee’s point of view on company’s culture and CSR practice. Corp. Soc. Responsib. Environ. Manag. 2019, 26, 453–467. [Google Scholar] [CrossRef]
- Bapuji, H.; Patel, C.; Ertug, G.; Allen, D.G. Corona crisis and inequality: Why management research needs a societal turn. J. Manag. 2020, 46, 1205–1222. [Google Scholar] [CrossRef]
- Matten, D.; Moon, J. “Implicit” and “explicit” CSR: A conceptual framework for a comparative understanding of corporate social responsibility. Acad. Manag. Rev. 2008, 33, 404–424. [Google Scholar] [CrossRef] [Green Version]
- Matten, D.; Moon, J. Reflections on the 2018 decade award: The meaning and dynamics of corporate social responsibility. Acad. Manag. Rev. 2020, 45, 7–28. [Google Scholar] [CrossRef]
- Campbell, J.L. Why would corporations behave in socially responsible ways? An institutional theory of corporate social responsibility. Acad. Manag. Rev. 2007, 32, 946–967. [Google Scholar] [CrossRef]
- Adams, C.A. Internal organisational factors influencing corporate social and ethical reporting: Beyond current theorising. Account. Audit. Account. J. 2002, 15, 223–250. [Google Scholar] [CrossRef]
- Zahid, R.; Khurshid, M.; Khan, W. Do Chief Executives Matter in Corporate Financial and Social Responsibility Performance Nexus? A dynamic Model Analysis of Chinese Firms. Front. Psychol. 2022, 13, 897444. [Google Scholar] [CrossRef] [PubMed]
- Buallay, A.; Kukreja, G.; Aldhaen, E.; Al Mubarak, M.; Hamdan, A.M. Corporate social responsibility disclosure and firms’ performance in Mediterranean countries: A stakeholders’ perspective. EuroMed J. Bus. 2020, 15, 361–375. [Google Scholar] [CrossRef]
- Fatemi, A.; Glaum, M.; Kaiser, S. ESG performance and firm value: The moderating role of disclosure. Glob. Financ. J. 2018, 38, 45–64. [Google Scholar] [CrossRef]
- Li, Y.; Gong, M.; Zhang, X.-Y.; Koh, L. The impact of environmental, social, and governance disclosure on firm value: The role of CEO power. Br. Account. Rev. 2018, 50, 60–75. [Google Scholar] [CrossRef] [Green Version]
- Chen, R.C.; Hung, S.W. Exploring the impact of corporate social responsibility on real earning management and discretionary accruals. Corp. Soc. Responsib. Environ. Manag. 2021, 28, 333–351. [Google Scholar] [CrossRef]
- Lo, K. Earnings management and earnings quality. J. Account. Econ. 2008, 45, 350–357. [Google Scholar] [CrossRef]
- Surroca, J.; Tribó, J.A. Managerial entrenchment and corporate social performance. J. Bus. Financ. Account. 2008, 35, 748–789. [Google Scholar] [CrossRef] [Green Version]
- Santoro, G.; Ferraris, A.; Vrontis, D. Open social innovation: Towards a refined definition looking to actors and processes. Open Perspect. Manag. Innov. 2018, 36, 25–42. [Google Scholar]
- Franceschelli, M.V.; Santoro, G.; Candelo, E. Business model innovation for sustainability: A food start-up case study. Br. Food J. 2018, 120, 2483–2494. [Google Scholar] [CrossRef]
- Demir, M.; Min, M. Consistencies and discrepancies in corporate social responsibility reporting in the pharmaceutical industry. Sustain. Account. Manag. Policy J. 2019, 10, 333–364. [Google Scholar] [CrossRef]
- Agudelo, M.A.L.; Johannsdottir, L.; Davidsdottir, B. Drivers that motivate energy companies to be responsible. A systematic literature review of Corporate Social Responsibility in the energy sector. J. Clean. Prod. 2020, 247, 119094. [Google Scholar] [CrossRef]
- Aguilera, R.V.; Rupp, D.E.; Williams, C.A.; Ganapathi, J. Putting the S back in corporate social responsibility: A multilevel theory of social change in organizations. Acad. Manag. Rev. 2007, 32, 836–863. [Google Scholar] [CrossRef] [Green Version]
- Tang, Z.; Hull, C.E.; Rothenberg, S. How corporate social responsibility engagement strategy moderates the CSR–financial performance relationship. J. Manag. Stud. 2012, 49, 1274–1303. [Google Scholar] [CrossRef]
- Orlitzky, M.; Schmidt, F.L.; Rynes, S.L. Corporate social and financial performance: A meta-analysis. Organ. Stud. 2003, 24, 403–441. [Google Scholar] [CrossRef]
- Rahman, S. Evaluation of definitions: Ten dimensions of corporate social responsibility. World Rev. Bus. Res. 2011, 1, 166–176. [Google Scholar]
- Hunter, L.M. Editor Introduction; Springer: Berlin/Heidelberg, Germany, 2008; Volume 30, pp. 1–2. [Google Scholar]
- Chan, M.C.; Watson, J.; Woodliff, D. Corporate governance quality and CSR disclosures. J. Bus. Ethics 2014, 125, 59–73. [Google Scholar] [CrossRef]
- Siebecker, M.R. Trust & transparency: Promoting efficient corporate disclosure through fiduciary-based discourse. Wash. Univ. Law Rev. 2009, 87, 115. [Google Scholar]
- Albuquerque, R.; Koskinen, Y.; Zhang, C. Corporate social responsibility and firm risk: Theory and empirical evidence. Manag. Sci. 2019, 65, 4451–4469. [Google Scholar] [CrossRef] [Green Version]
- Acar, E.; Çaliyurt, K.T.; Zengin-Karaibrahimoglu, Y. Does ownership type affect environmental disclosure? Int. J. Clim. Chang. Strateg. Manag. 2021, 13, 120–141. [Google Scholar] [CrossRef]
- Usman, A.B.; Amran, N.A.B. Corporate social responsibility practice and corporate financial performance: Evidence from Nigeria companies. Soc. Responsib. J. 2015, 11, 749–763. [Google Scholar] [CrossRef]
- Gerged, A.M. Factors affecting corporate environmental disclosure in emerging markets: The role of corporate governance structures. Bus. Strategy Environ. 2021, 30, 609–629. [Google Scholar] [CrossRef]
- Han, J.-J.; Kim, H.J.; Yu, J. Empirical study on relationship between corporate social responsibility and financial performance in Korea. Asian J. Sustain. Soc. Responsib. 2016, 1, 61–76. [Google Scholar] [CrossRef] [Green Version]
- Smith, M.; Yahya, K.; Amiruddin, A.M. Environmental disclosure and performance reporting in Malaysia. Asian Rev. Account. 2007, 15, 185–199. [Google Scholar] [CrossRef]
- Barnett, M.L.; Salomon, R.M. Unpacking Social Responsibility: The Curvilinear Relationship between Social and Financial Performance. In Academy of Management Proceedings; Academy of Management: Briarcliff Manor, NY, USA, 2002; pp. B1–B6. [Google Scholar]
- Cek, K.; Eyupoglu, S. Does environmental, social and governance performance influence economic performance? J. Bus. Econ. Manag. 2020, 21, 1165–1184. [Google Scholar] [CrossRef]
- Paolone, F.; Cucari, N.; Wu, J.; Tiscini, R. How do ESG pillars impact firms’ marketing performance? A configurational analysis in the pharmaceutical sector. J. Bus. Ind. Mark. 2021, 37, 1594–1606. [Google Scholar] [CrossRef]
- Porter, M.E. Towards a dynamic theory of strategy. Strateg. Manag. J. 1991, 12, 95–117. [Google Scholar] [CrossRef]
- Mahboub, R.M.; Fawaz, L.I. Impact of Corporate Social Responsibility Practices on Financial Performance: Evidence from Selected Mena Region Commercial Banks. BAU J. Creat. Sustain. Dev. 2022, 3, 3. [Google Scholar] [CrossRef]
- Baird, P.L.; Geylani, P.C.; Roberts, J.A. Corporate social and financial performance re-examined: Industry effects in a linear mixed model analysis. J. Bus. Ethics 2012, 109, 367–388. [Google Scholar] [CrossRef]
- Rehman, A.; Baloch, Q.; Sethi, S. Understanding the relationship between firm’s corporate social responsibility and financial performance: Empirical analysis. Abasyn J. Soc. Sci. 2015, 8, 98–107. [Google Scholar]
- Khan, A.; Muttakin, M.B.; Siddiqui, J. Corporate governance and corporate social responsibility disclosures: Evidence from an emerging economy. J. Bus. Ethics 2013, 114, 207–223. [Google Scholar] [CrossRef]
- Ahamed, W.S.W.; Almsafir, M.K.; Al-Smadi, A.W. Does corporate social responsibility lead to improve in firm financial performance? Evidence from Malaysia. Int. J. Econ. Financ. 2014, 6, 126–138. [Google Scholar]
- Malik, M.S.; Kanwal, L. Impact of corporate social responsibility disclosure on financial performance: Case study of listed pharmaceutical firms of Pakistan. J. Bus. Ethics 2018, 150, 69–78. [Google Scholar] [CrossRef]
- Malik, M.S.; Nadeem, M. Impact of corporate social responsibility on the financial performance of banks in Pakistan. Int. Lett. Soc. Humanist. Sci. 2014, 21, 9–19. [Google Scholar]
- Choongo, P. A longitudinal study of the impact of corporate social responsibility on firm performance in SMEs in Zambia. Sustainability 2017, 9, 1300. [Google Scholar] [CrossRef] [Green Version]
- Li, F.; Li, T.; Minor, D. CEO power, corporate social responsibility, and firm value: A test of agency theory. Int. J. Manag. Financ. 2016, 12, 611–628. [Google Scholar] [CrossRef]
- Haniffa, R.M.; Cooke, T.E. The impact of culture and governance on corporate social reporting. J. Account. Public Policy 2005, 24, 391–430. [Google Scholar] [CrossRef]
- Said, R.; Zainuddin, Y.H.; Haron, H. The relationship between corporate social responsibility disclosure and corporate governance characteristics in Malaysian public listed companies. Soc. Responsib. J. 2009, 5, 212–226. [Google Scholar] [CrossRef] [Green Version]
- Scott, S. Corporate social responsibility and the fetter of profitability. Soc. Responsib. J. 2007, 3, 31–39. [Google Scholar] [CrossRef]
- Jennifer Ho, L.C.; Taylor, M.E. An empirical analysis of triple bottom-line reporting and its determinants: Evidence from the United States and Japan. J. Int. Financ. Manag. Account. 2007, 18, 123–150. [Google Scholar] [CrossRef]
- Javeed, S.A.; Lefen, L. An analysis of corporate social responsibility and firm performance with moderating effects of CEO power and ownership structure: A case study of the manufacturing sector of Pakistan. Sustainability 2019, 11, 248. [Google Scholar] [CrossRef] [Green Version]
- Famiyeh, S. Corporate social responsibility and firm’s performance: Empirical evidence. Soc. Responsib. J. 2017, 13, 390–406. [Google Scholar] [CrossRef]
- Nollet, J.; Filis, G.; Mitrokostas, E. Corporate social responsibility and financial performance: A non-linear and disaggregated approach. Econ. Model. 2016, 52, 400–407. [Google Scholar] [CrossRef]
- Al-Shahadah, A.R.; Al-Sraheen, D.A.-D.; Khudari, M. The Earnings Management in Jordanian Banks: Do Profitability Measures Matter? In Proceedings of the International Conference on Business and Technology, Istanbul, Turkey, 6–7 November 2021; pp. 305–318. [Google Scholar]
- Schroeder, R.G.; Clark, M.W.; Cathey, J.M. Financial Accounting Theory and Analysis: Text and Cases; John Wiley & Sons: Hoboken, NJ, USA, 2022. [Google Scholar]
- Healy, P.M.; Wahlen, J.M. A review of the earnings management literature and its implications for standard setting. Account. Horiz. 1999, 13, 365–383. [Google Scholar] [CrossRef]
- Tang, H.-W.; Chang, C.-C. Does corporate governance affect the relationship between earnings management and firm performance? An endogenous switching regression model. Rev. Quant. Financ. Account. 2015, 45, 33–58. [Google Scholar] [CrossRef]
- Bornemann, S.; Kick, T.; Memmel, C.; Pfingsten, A. Are banks using hidden reserves to beat earnings benchmarks? Evidence from Germany. J. Bank. Financ. 2012, 36, 2403–2415. [Google Scholar] [CrossRef] [Green Version]
- Cimini, R. How has the financial crisis affected earnings management? A European study. Appl. Econ. 2015, 47, 302–317. [Google Scholar] [CrossRef]
- Debnath, P. Assaying the impact of firm’s growth and performance on earnings management: An empirical observation of Indian economy. Int. J. Res. Bus. Stud. Manag. 2017, 4, 30–40. [Google Scholar]
- Mangala, D.; Dhanda, M. Earnings management and performance of IPO firms: Evidence from India. Indian J. Corp. Gov. 2019, 12, 39–58. [Google Scholar] [CrossRef]
- Boachie, C.; Mensah, E. The effect of earnings management on firm performance: The moderating role of corporate governance quality. Int. Rev. Financ. Anal. 2022, 83, 102270. [Google Scholar] [CrossRef]
- Hernawati, R.I.; Ghozali, I.; Yuyetta, E.N.A.; Prastiwi, A. The effect of income and earnings management on firm value: Empirical evidence from Indonesia. J. Asian Financ. Econ. Bus. 2021, 8, 105–112. [Google Scholar]
- Alexander, N. Factors affecting earnings management in the Indonesian Stock Exchange. J. Financ. Bank. Rev. 2017, 2, 8–14. [Google Scholar] [CrossRef]
- Sari, M.R.; Djohanputro, B.; Kountur, R. Past performance and earnings management: The effect of free cash flow. J. Asian Financ. Econ. Bus. 2021, 8, 37–43. [Google Scholar]
- Chakroun, S.; Amar, A.B. Earnings management, financial performance and the moderating effect of corporate social responsibility: Evidencefrom France. Manag. Res. Rev. 2021, 45, 331–362. [Google Scholar] [CrossRef]
- Mahdavi Ardekani, A.; Younesi, N.; Hashemijoo, M. Acquisition, earnings management and firm’s performance: Evidence from Malaysia. J. Bus. Stud. Q. 2012, 4, 91–110. [Google Scholar]
- Mahrani, M.; Soewarno, N. The effect of good corporate governance mechanism and corporate social responsibility on financial performance with earnings management as mediating variable. Asian J. Account. Res. 2018, 3, 41–60. [Google Scholar] [CrossRef] [Green Version]
- Ehsan, S.; Nurunnabi, M.; Tahir, S.; Hashmi, M.H. Earnings management: A new paradigm of corporate social responsibility. Bus. Soc. Rev. 2020, 125, 349–369. [Google Scholar] [CrossRef]
- Hickman, L.E.; Iyer, S.R.; Jadiyappa, N. The effect of voluntary and mandatory corporate social responsibility on earnings management: Evidence from India and the 2% rule. Emerg. Mark. Rev. 2021, 46, 100750. [Google Scholar] [CrossRef]
- Prior, D.; Surroca, J.; Tribó, J.A. Are socially responsible managers really ethical? Exploring the relationship between earnings management and corporate social responsibility. Corp. Gov. Int. Rev. 2008, 16, 160–177. [Google Scholar] [CrossRef] [Green Version]
- Choi, B.B.; Lee, D.; Park, Y. Corporate social responsibility, corporate governance and earnings quality: Evidence from Korea. Corp. Gov. Int. Rev. 2013, 21, 447–467. [Google Scholar] [CrossRef]
- Almahrog, Y.; Aribi, Z.A.; Arun, T. Earnings management and corporate social responsibility: UK evidence. J. Financ. Report. Account. 2018, 16, 311–332. [Google Scholar] [CrossRef]
- Gonçalves, T.; Gaio, C.; Ferro, A. Corporate social responsibility and earnings management: Moderating impact of economic cycles and financial performance. Sustainability 2021, 13, 9969. [Google Scholar] [CrossRef]
- Gaio, C.; Gonçalves, T.; Sousa, M.V. Does corporate social responsibility mitigate earnings management? Manag. Decis. 2022, 60, 2972–2989. [Google Scholar] [CrossRef]
- Kim, Y.; Park, M.S.; Wier, B. Is earnings quality associated with corporate social responsibility? Account. Rev. 2012, 87, 761–796. [Google Scholar] [CrossRef]
- Habbash, M.; Haddad, L. The impact of corporate social responsibility on earnings management practices: Evidence from Saudi Arabia. Soc. Responsib. J. 2019, 16, 1073–1085. [Google Scholar] [CrossRef]
- Huynh, Q.L. A triple of corporate governance, social responsibility and earnings management. J. Asian Financ. Econ. Bus. 2020, 7, 29–40. [Google Scholar] [CrossRef]
- Garfatta, R. Corporate social responsibility and earnings management: Evidence from Saudi Arabia after mandatory IFRS adoption. J. Asian Financ. Econ. Bus. 2021, 8, 189–199. [Google Scholar]
- Mutuc, E.B.; Lee, J.-S.; Tsai, F.-S. Doing good with creative accounting? Linking corporate social responsibility to earnings management in market economy, country and business sector contexts. Sustainability 2019, 11, 4568. [Google Scholar] [CrossRef]
- Gallego-Álvarez, I.; Prado-Lorenzo, J.M.; Rodríguez-Domínguez, L.; García-Sánchez, I.M. Are social and environmental practices a marketing tool? Empirical evidence for the biggest European companies. Manag. Decis. 2010, 48, 1440–1455. [Google Scholar] [CrossRef]
- Lev, B.; Petrovits, C.; Radhakrishnan, S. Is doing good good for you? How corporate charitable contributions enhance revenue growth. Strateg. Manag. J. 2010, 31, 182–200. [Google Scholar] [CrossRef]
- Dhaliwal, D.S.; Radhakrishnan, S.; Tsang, A.; Yang, Y.G. Nonfinancial disclosure and analyst forecast accuracy: International evidence on corporate social responsibility disclosure. Account. Rev. 2012, 87, 723–759. [Google Scholar] [CrossRef]
- Gonçalves, T.; Gaio, C.; Costa, E. Committed vs. opportunistic corporate and social responsibility reporting. J. Bus. Res. 2020, 115, 417–427. [Google Scholar] [CrossRef]
- Yuan, K.; Zeng, D.; Yuan, X.; Lan, F. Real Earnings Management, Manipulation Incentives and Accounting Conservatism: Evidence from China. Emerg. Mark. Financ. Trade 2022, 58, 939–951. [Google Scholar] [CrossRef]
- Chouaibi, Y.; Zouari, G. The effect of corporate social responsibility practices on real earnings management: Evidence from a European ESG data. Int. J. Discl. Gov. 2022, 19, 11–30. [Google Scholar] [CrossRef]
- Palacios-Manzano, M.; Gras-Gil, E.; Santos-Jaen, J.M. Corporate social responsibility and its effect on earnings management: An empirical research on Spanish firms. Total Qual. Manag. Bus. Excell. 2021, 32, 921–937. [Google Scholar] [CrossRef]
- El Khoury, R.; Nasrallah, N.; Alareeni, B. The determinants of ESG in the banking sector of MENA region: A trend or necessity? Compet. Rev. Int. Bus. J. 2021, in press. [Google Scholar] [CrossRef]
- Alareeni, B.A.; Hamdan, A. ESG impact on performance of US S&P 500-listed firms. Corp. Gov. Int. J. Bus. Soc. 2020, 20, 1409–1428. [Google Scholar]
- Adams, R.B.; Mehran, H. Bank board structure and performance: Evidence for large bank holding companies. J. Financ. Intermediation 2012, 21, 243–267. [Google Scholar] [CrossRef]
- Tilakasiri, K.K. Corporate Social Responsibility and Company Performance: Evidence from Sri Lanka. Ph.D. Thesis, Victoria University, Footscray, Australia, 2012. [Google Scholar]
- Neitzert, F.; Petras, M. Corporate social responsibility and bank risk. J. Bus. Econ. 2022, 92, 397–428. [Google Scholar] [CrossRef]
- Davidson, R.; Goodwin-Stewart, J.; Kent, P. Internal governance structures and earnings management. Account. Financ. 2005, 45, 241–267. [Google Scholar] [CrossRef]
- Becker, C.L.; DeFond, M.L.; Jiambalvo, J.; Subramanyam, K. The effect of audit quality on earnings management. Contemp. Account. Res. 1998, 15, 1–24. [Google Scholar] [CrossRef]
- Hamdan, A.M.; Buallay, A.M.; Alareeni, B.A. The moderating role of corporate governance on the relationship between intellectual capital efficiency and firm’s performance: Evidence from Saudi Arabia. Int. J. Learn. Intellect. Cap. 2017, 14, 295–318. [Google Scholar] [CrossRef]
- Hamdan, A. Board interlocking and firm performance: The role of foreign ownership in Saudi Arabia. Int. J. Manag. Financ. 2018, 14, 266–281. [Google Scholar] [CrossRef]
- Sahut, J.-M.; Pasquini-Descomps, H. ESG impact on market performance of firms: International Evidence. Manag. Int. 2015, 19, 40–63. [Google Scholar]
- Sial, M.S.; Chunmei, Z.; Khan, T.; Nguyen, V.K. Corporate social responsibility, firm performance and the moderating effect of earnings management in Chinese firms. Asia Pac. J. Bus. Adm. 2018, 10, 184–199. [Google Scholar] [CrossRef]
- Abid, A.; Shaique, M.; Anwar ul Haq, M. Do big four auditors always provide higher audit quality? Evidence from Pakistan. Int. J. Financ. Stud. 2018, 6, 58. [Google Scholar] [CrossRef] [Green Version]
- Wooldridge, J.M. Econometric Analysis of Cross Section and Panel Data; MIT Press: Cambridge, MA, USA, 2002; Volume 108, pp. 245–254. [Google Scholar]
- Gujarati, D. Basic Econometrics; McGraw-Hill Education: New York, NY, USA, 2009. [Google Scholar]
- Sung Kim, W.; Oh, S. Corporate social responsibility, business groups and financial performance: A study of listed Indian firms. Econ. Res. Ekon. Istraž. 2019, 32, 1777–1793. [Google Scholar]
- Ado, A.B.; Rashid, N.; Mustapha, U.A.; Ademola, L.S. The financial determinants of earnings management and the profitability of listed companies in Nigeria. J. Crit. Rev. 2020, 7, 31–36. [Google Scholar]
- Kamatra, N.; Kartikaningdyah, E. Effect corporate social responsibility on financial performance. Int. J. Econ. Financ. Issues 2015, 5, 157–164. [Google Scholar]
- Conca, L.; Manta, F.; Morrone, D.; Toma, P. The impact of direct environmental, social, and governance reporting: Empirical evidence in European-listed companies in the agri-food sector. Bus. Strategy Environ. 2021, 30, 1080–1093. [Google Scholar] [CrossRef]
- Khalil, M.A.; Khalil, R.; Khalil, M.K. Environmental, social and governance (ESG)-augmented investments in innovation and firms’ value: A fixed-effects panel regression of Asian economies. China Financ. Rev. Int. 2022, in press. [Google Scholar] [CrossRef]
- Asghar, A.; Sajjad, S.; Shahzad, A.; Matemilola, B.T. Role of discretionary earning management in corporate governance-value and corporate governance-risk relationships. Corp. Gov. Int. J. Bus. Soc. 2020, 20, 561–581. [Google Scholar] [CrossRef]
- Roodman, D. How to do xtabond2: An introduction to difference and system GMM in Stata. Stata J. 2009, 9, 86–136. [Google Scholar] [CrossRef]
- Wintoki, M.B.; Linck, J.S.; Netter, J.M. Endogeneity and the dynamics of internal corporate governance. J. Financ. Econ. 2012, 105, 581–606. [Google Scholar] [CrossRef]
- Arellano, M.; Bond, S. Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Rev. Econ. Stud. 1991, 58, 277–297. [Google Scholar] [CrossRef] [Green Version]
- El Khoury, R.; Nasrallah, N.; Alareeni, B. ESG and financial performance of banks in the MENAT region: Concavity—Convexity patterns. J. Sustain. Financ. Invest. 2021, 13, 406–430. [Google Scholar] [CrossRef]
Country | Year | |||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
07 | 08 | 09 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | Total | |
Bahrain | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2 | 2 | 7 |
Egypt | 1 | 1 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 7 | 8 | 9 | 12 | 12 | 11 | 103 |
Jordan | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 3 |
Kuwait | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 39 |
Morocco | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 31 |
Oman | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 30 |
Qatar | 2 | 2 | 2 | 2 | 2 | 2 | 7 | 8 | 8 | 8 | 10 | 16 | 21 | 22 | 21 | 133 |
Saudi Arabia | 5 | 6 | 6 | 6 | 6 | 6 | 6 | 11 | 11 | 13 | 26 | 30 | 32 | 32 | 32 | 228 |
United Arab Emirates | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 5 | 8 | 8 | 11 | 14 | 13 | 13 | 87 |
Total | 11 | 12 | 18 | 18 | 18 | 18 | 26 | 39 | 40 | 46 | 62 | 77 | 93 | 93 | 90 | 661 |
Abbreviation | Variable | Measurement |
---|---|---|
ROA | Operational performance | Net income divided by total assets [95] |
ROE | Financial performance | Net income divided by shareholder’s equity [95] |
Tobin’s Q | Market performance | (Book value of assets—Book value of equity + market value of equity)/Total Assets [96] |
ESG | Environmental, social, and governance | ESG score index from Thomson Reuters’ database as a measure of CSR [17,38] |
DAAC | Discretionary accrual management | modified Jones model [99] |
FS | Firm size | Natural log total assets at the end of the fiscal year [102] |
FA | Firm age | The number of years since the company was established [101] |
B.ind | Board independence | Percent of independent directors on the board [102,104] |
B.size | Board size | Total number of directors in the board [104] |
LEV | Leverage | Total debt divided by total assets at the end of the fiscal year [104] |
Big Four | Refer to an audit firm | Dummy variables that equals 1 if firm’s external auditor is one of the big four audit firms (KPMG, EY, PwC, Deloitte) and 0 if not [101]. Auditors are primarily responsible for determining the propriety of disclosures and assisting the protection of diverse stakeholders’ interests [105]. |
INF | Inflation rate | Consumer price index (2010 = 100) |
GDP | GDP growth | GDP growth annual rate |
COVID-19 is | Coronavirus pandemic | Dummy variable if firm reports during COVID-19 period (2020 and 2021) then equal to 1, otherwise 0. |
Obs. | Mean | Min | Max | Median | Std. Dev. | Before COVID | During COVID | |
---|---|---|---|---|---|---|---|---|
ROA | 659 | 0.06 | −0.39 | 0.44 | 0.05 | 0.08 | 0.07 | 0.05 |
ROE | 659 | 0.14 | −0.98 | 2.88 | 0.13 | 3.35 | 0.34 | 0.11 |
Tobin’s Q | 652 | 1.56 | 0.46 | 6.31 | 1.23 | 0.92 | 1.54 | 1.61 |
ESG score | 551 | 28.98 | 3.00 | 72.00 | 23.00 | 18.14 | 26.90 | 33.30 |
DAAC | 514 | 0.00 | −0.46 | 0.39 | 0.00 | 0.08 | 0.00 | 0.00 |
Firm age | 628 | 24.08 | 1.00 | 88.00 | 20.00 | 15.11 | 22.31 | 28.75 |
COVID-19 | 661 | 0.28 | 0.00 | 1.00 | 0.00 | 0.45 | ||
Big four | 661 | 0.82 | 0.00 | 1.00 | 1.00 | 0.38 | 0.83 | 0.78 |
Board size | 550 | 9.36 | 1.00 | 25.00 | 9.00 | 2.92 | 9.54 | 8.99 |
B.ind | 537 | 35.23 | 0.00 | 100.00 | 36.00 | 26.04 | 32.88 | 39.93 |
INF | 646 | 3.05 | −4.86 | 29.51 | 2.30 | 4.90 | 3.46 | 1.90 |
log ta (FS) | 661 | 22.32 | 17.92 | 27.07 | 22.29 | 1.55 | 22.41 | 22.05 |
Leverage | 659 | 0.52 | 0.01 | 1.22 | 0.51 | 0.22 | 0.52 | 0.50 |
GDP growth | 640 | 1.94 | −8.86 | 19.59 | 2.51 | 3.73 | 2.87 | −0.80 |
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
(1) ROA | 1.00 | |||||||||||||
(2) ROE | −0.23 | 1 | ||||||||||||
(3) Tobin’s Q | 0.67 | 0.02 | 1 | |||||||||||
(4) ESG score | −0.08 | −0.02 | −0.05 | 1 | ||||||||||
(5) DAAC | 0.20 | −0.19 | −0.08 | −0.14 | 1 | |||||||||
(6) Firm age | 0.06 | −0.04 | 0.07 | 0.12 | 0.05 | 1 | ||||||||
(7) COVID-19 | −0.09 | −0.04 | 0.05 | 0.16 | −0.02 | 0.24 | 1 | |||||||
(8) Big four | −0.18 | 0.01 | −0.18 | −0.07 | 0.15 | −0.32 | −0.03 | 1 | ||||||
(9) Board size | 0.12 | −0.04 | 0.06 | −0.10 | −0.02 | 0.06 | −0.04 | −0.02 | 1 | |||||
(10) B.ind | −0.04 | 0.05 | −0.03 | 0.06 | 0.04 | 0.09 | 0.12 | 0.03 | 0.09 | 1 | ||||
(11) INF | −0.04 | 0.00 | −0.06 | −0.11 | −0.02 | −0.18 | −0.16 | 0.08 | 0.10 | −0.24 | 1 | |||
(12) log ta(FS) | 0.06 | −0.01 | 0.13 | 0.18 | 0.01 | 0.36 | 0.02 | −0.13 | 0.06 | 0.04 | −0.05 | 1 | ||
(13) Leverage | −0.49 | 0.13 | −0.29 | 0.14 | −0.11 | −0.20 | −0.08 | 0.02 | −0.14 | −0.06 | 0.25 | 0.02 | 1 | |
(14) GDP | 0.18 | 0.03 | 0.05 | −0.15 | 0.09 | −0.23 | −0.48 | 0.04 | 0.09 | −0.18 | 0.36 | −0.01 | 0.10 | 1 |
(1) | (2) | (3) | |
---|---|---|---|
ROA | ROA | ROA | |
ESG score | 0.00 | 0.00 | 0.00 |
(0.00) | (0.00) | (0.00) | |
DAAC | 0.33 *** | 0.33 *** | 0.28 * |
(0.09) | (0.09) | (0.14) | |
COVID-19 | −0.07 *** | −0.07 *** | |
(0.02) | (0.02) | ||
DACC × ESG | 0.00 | ||
(0.00) | |||
Firm age | −0.00 | −0.00 | −0.00 |
(0.00) | (0.00) | (0.00) | |
Big four | −0.04 ** | −0.04 ** | −0.04 ** |
(0.02) | (0.02) | (0.02) | |
Board size | 0.00 | 0.00 | 0.00 |
(0.00) | (0.00) | (0.00) | |
B.ind | 0.00 * | 0.00 * | 0.00 * |
(0.00) | (0.00) | (0.00) | |
INF | 0.00 | 0.00 | 0.00 |
(0.00) | (0.00) | (0.00) | |
Leverage | −0.13 *** | −0.13 *** | −0.13 *** |
(0.03) | (0.03) | (0.03) | |
GDP growth | 0.00 *** | 0.00 *** | 0.00 *** |
(0.00) | (0.00) | (0.00) | |
Total assets (FS) | −0.00 | −0.00 | −0.00 |
(0.00) | (0.00) | (0.00) | |
Constant | 0.16 | 0.16 | 0.16 |
(0.10) | (0.10) | (0.10) | |
Observations | 439 | 439 | 439 |
Country dummies | Included | Included | Included |
Year dummies | Included | Included | Included |
Within R2 | 0.40 | 0.40 | 0.40 |
Between R2 | 0.34 | 0.34 | 0.34 |
Overall R2 | 0.40 | 0.40 | 0.40 |
Prob > F | 0.00 | 0.00 | 0.00 |
(1) | (2) | (3) | |
---|---|---|---|
ROE | ROE | ROE | |
ESG score | 0.00 | 0.00 | 0.00 |
(0.00) | (0.00) | (0.00) | |
DAAC | −0.35 | −0.35 | 0.18 |
(0.48) | (0.48) | (0.47) | |
COVID-19 | −0.10 | −0.11 | |
(0.07) | (0.07) | ||
DACC × ESG | −0.02 | ||
(0.02) | |||
Firm age | 0.00 | 0.00 | 0.00 |
(0.00) | (0.00) | (0.00) | |
Big four | −0.07 * | −0.07 * | −0.07 * |
(0.04) | (0.04) | (0.04) | |
Board size | 0.00 | 0.00 | 0.00 |
(0.00) | (0.00) | (0.00) | |
B.ind | 0.00 | 0.00 | 0.00 |
(0.00) | (0.00) | (0.00) | |
INF | 0.01 | 0.01 | 0.01 |
(0.01) | (0.01) | (0.01) | |
Total assets | −0.00 | −0.00 | −0.00 |
(0.01) | (0.01) | (0.01) | |
Leverage | 0.08 | 0.08 | 0.08 |
(0.16) | (0.16) | (0.16) | |
GDP growth | 0.01 ** | 0.01 ** | 0.01 ** |
(0.00) | (0.00) | (0.00) | |
Constant | 0.18 | 0.18 | 0.17 |
(0.28) | (0.28) | (0.28) | |
Observations | 438 | 438 | 438 |
Country dummies | Included | Included | Included |
Year dummies | Included | Included | Included |
Within R2 | 0.12 | 0.12 | 0.12 |
Between R2 | 0.22 | 0.22 | 0.22 |
Overall R2 | 0.16 | 0.16 | 0.16 |
Prob > F | 0.00 | 0.00 | 0.00 |
(1) | (2) | (3) | |
---|---|---|---|
Tobin’s Q | Tobin’s Q | Tobin’s Q | |
ESG score | 0.01 * | 0.01 * | 0.01 * |
(0.00) | (0.00) | (0.00) | |
DAAC | 0.58 | 0.58 | 1.02 |
(0.56) | (0.56) | (1.13) | |
COVID-19 | −0.54 | −0.55 | |
(0.49) | (0.49) | ||
DACC × ESG | −0.02 | ||
(0.03) | |||
Firm age | 0.00 | 0.00 | 0.00 |
(0.01) | (0.01) | (0.01) | |
Big four | −0.31 | −0.31 | −0.31 |
(0.26) | (0.26) | (0.26) | |
Board size | 0.03 ** | 0.03 ** | 0.03 ** |
(0.01) | (0.01) | (0.01) | |
B.ind | 0.00 | 0.00 | 0.00 |
(0.00) | (0.00) | (0.00) | |
INF | 0.01 ** | 0.01 ** | 0.01 ** |
(0.01) | (0.01) | (0.01) | |
Leverage | 0.22 | 0.22 | 0.22 |
(0.31) | (0.31) | (0.31) | |
GDP growth | 0.01 * | 0.01 * | 0.01 * |
(0.01) | (0.01) | (0.01) | |
Total assets | −0.21 *** | −0.21 *** | −0.21 *** |
(0.08) | (0.08) | (0.08) | |
Constant | 5.78 *** | 5.78 *** | 5.77 *** |
(1.67) | (1.67) | (1.67) | |
Observations | 438 | 438 | 438 |
Country dummies | Included | Included | Included |
Year dummies | Included | Included | Included |
Within R2 | 0.19 | 0.19 | 0.20 |
Between R2 | 0.29 | 0.29 | 0.29 |
Overall R2 | 0.27 | 0.27 | 0.28 |
Prob > F | 0.00 | 0.00 | 0.00 |
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | |
---|---|---|---|---|---|---|---|---|---|
ROA | ROA | ROA | ROE | ROE | ROE | Tobin’s Q | Tobin’s Q | Tobin’s Q | |
L.ROA | −0.02 | 0.45 *** | 0.06 | ||||||
(0.09) | (0.12) | (0.09) | |||||||
L.ROE | −0.31 *** | −0.29 *** | −0.28 *** | ||||||
(0.08) | (0.09) | (0.09) | |||||||
L.Tobin’s Q | 0.78 *** | 0.61 *** | 0.70 *** | ||||||
(0.18) | (0.12) | (0.13) | |||||||
ESG score | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 * | 0.00 | −0.01 | −0.01 |
(0.00) | (0.00) | (0.00) | (0.00) | (0.00) | (0.00) | (0.01) | (0.01) | (0.01) | |
DAAC | 0.43 *** | 0.26 ** | 0.30 * | −0.18 | −0.25 | 0.21 | 0.18 | 0.54 | 0.64 |
(0.09) | (0.12) | (0.16) | (0.57) | (0.56) | (0.49) | (0.88) | (0.73) | (1.38) | |
COVID−19 | 0.01 | 0.03 * | 0.04 | 0.04 | 0.03 | 0.03 | |||
(0.01) | (0.01) | (0.04) | (0.04) | (0.13) | (0.15) | ||||
DACC × ESG | 0.00 | −0.02 | −0.04 | ||||||
(0.00) | (0.02) | (0.05) | |||||||
Firm age | −0.00 | −0.00 | −0.00 | −0.00 | −0.00 | −0.00 | −0.00 | 0.00 | −0.01 |
(0.00) | (0.00) | (0.00) | (0.00) | (0.00) | (0.00) | (0.01) | (0.01) | (0.01) | |
Big four | −0.08 | −0.06 | −0.08 | −0.43 * | −0.34 | −0.40 * | 0.03 | 0.32 | −0.67 |
(0.08) | (0.05) | (0.06) | (0.24) | (0.22) | (0.21) | (0.98) | (0.49) | (0.66) | |
Board size | 0.00 * | 0.00 | 0.00 ** | −0.01 | −0.00 | −0.00 | 0.01 | 0.00 | −0.01 |
(0.00) | (0.00) | (0.00) | (0.01) | (0.01) | (0.01) | (0.04) | (0.02) | (0.03) | |
INF | −0.00 | 0.00 | −0.00 | 0.01 | 0.01 | 0.01 | 0.01 | 0.01 | 0.01 |
(0.00) | (0.00) | (0.00) | (0.01) | (0.01) | (0.01) | (0.01) | (0.01) | (0.01) | |
Total assets | 0.02 ** | 0.01 | 0.02 ** | 0.03 | 0.01 | 0.01 | −0.35 | −0.11 | 0.00 |
(0.01) | (0.01) | (0.01) | (0.04) | (0.03) | (0.03) | (0.38) | (0.08) | (0.09) | |
Leverage | −0.14 ** | −0.02 | −0.15 *** | 0.93 ** | 0.84 * | 0.81 * | −0.77 | −0.00 | −1.86* |
(0.04) | (0.05) | (0.04) | (0.42) | (0.45) | (0.44) | (1.30) | (0.44) | (1.00) | |
GDP growth | 0.00 * | 0.00 | 0.00 *** | 0.01 * | 0.01 ** | 0.01 ** | −0.01 | 0.00 | −0.00 |
(0.00) | (0.00) | (0.00) | (0.01) | (0.01) | (0.01) | (0.02) | (0.01) | (0.02) | |
Constant | −0.36 * | −0.12 | −0.25 | −0.78 | −0.49 | −0.47 | 8.96 | 2.91 | 2.45 |
(0.21) | (0.11) | (0.18) | (0.84) | (0.75) | (0.76) | (9.66) | (1.89) | (2.22) | |
Observation | 449 | 449 | 449 | 447 | 447 | 447 | 445 | 445 | 445 |
Country dummies | Included | Included | Included | Included | Included | Included | Included | Included | Included |
Year dummies | Included | Included | Included | Included | Included | Included | Included | Included | Included |
AR (1) | 0.000 | 0.016 | 0.009 | 0.074 | 0.061 | 0.059 | 0.011 | 0.001 | 0.001 |
AR (1) | 0.165 | 0.408 | 0.588 | 0.214 | 0.218 | 0.223 | 0.486 | 0.498 | 0.144 |
Hansen | 0.305 | 0.585 | 0.191 | 0.254 | 0.243 | 0.261 | 0.552 | 0.504 | 0.683 |
Prob > F | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Aqabna, S.M.; Aga, M.; Jabari, H.N. Firm Performance, Corporate Social Responsibility and the Impact of Earnings Management during COVID-19: Evidence from MENA Region. Sustainability 2023, 15, 1485. https://doi.org/10.3390/su15021485
Aqabna SM, Aga M, Jabari HN. Firm Performance, Corporate Social Responsibility and the Impact of Earnings Management during COVID-19: Evidence from MENA Region. Sustainability. 2023; 15(2):1485. https://doi.org/10.3390/su15021485
Chicago/Turabian StyleAqabna, Sharif Mohammad, Mehmet Aga, and Huthayfa Nabeel Jabari. 2023. "Firm Performance, Corporate Social Responsibility and the Impact of Earnings Management during COVID-19: Evidence from MENA Region" Sustainability 15, no. 2: 1485. https://doi.org/10.3390/su15021485
APA StyleAqabna, S. M., Aga, M., & Jabari, H. N. (2023). Firm Performance, Corporate Social Responsibility and the Impact of Earnings Management during COVID-19: Evidence from MENA Region. Sustainability, 15(2), 1485. https://doi.org/10.3390/su15021485