Research article

Substitutes or complements? The role of the board in moderating the relationship between board diversity and earnings management

  • Published: 28 January 2026
  • JEL Codes: C33, G32, G34, M14, M4

  • The influence of board diversity on earnings quality has received growing attention from scholars and regulators, yet findings remain inconclusive. Much of this uncertainty stems from a narrow focus on visible diversity traits such as gender and age, while overlooking deeper characteristics like education, tenure, and experience. Additionally, limited research has examined how board functions, specifically their monitoring and advisory roles, moderate the relationship between diversity and financial reporting outcomes. This study addresses these gaps by integrating insights from agency theory, human capital theory, and resource dependence theory to evaluate how diversity influences board effectiveness. The research examines publicly listed companies with single-tier board structures across six developed economies: Australia, Singapore, Hong Kong, Canada, the United Kingdom, and the United States. The analysis excludes financial and utility sectors and covers the period from 2016 to 2020. Using a composite diversity index based on surface- and deep-level attributes, the study tests three hypotheses regarding the impact of board diversity and the moderating role of board functions. Statistical analyses employ panel regression models with firm, industry, country, and year fixed effects, alongside two-stage least squares estimation to address endogeneity. The results show that board diversity is associated with reduced accrual-based earnings manipulation but increased real activity-based earnings management, indicating a substitution effect. However, boards with strong monitoring and advisory roles can counteract both forms of manipulation. The most effective governance configuration includes three monitoring committees and one advisory committee, with monitoring roles exerting a greater influence. These findings highlight the importance of integrating structural diversity with functional board design to enhance earnings quality. The study advocates for governance frameworks that go beyond symbolic diversity, emphasizing the need for strategic role alignment and robust non-financial disclosures to improve transparency and corporate accountability.

    Citation: Nuthawut Sabsombat, Julia A Smith, Leilei Tang. Substitutes or complements? The role of the board in moderating the relationship between board diversity and earnings management[J]. National Accounting Review, 2026, 8(1): 34-76. doi: 10.3934/NAR.2026003

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  • The influence of board diversity on earnings quality has received growing attention from scholars and regulators, yet findings remain inconclusive. Much of this uncertainty stems from a narrow focus on visible diversity traits such as gender and age, while overlooking deeper characteristics like education, tenure, and experience. Additionally, limited research has examined how board functions, specifically their monitoring and advisory roles, moderate the relationship between diversity and financial reporting outcomes. This study addresses these gaps by integrating insights from agency theory, human capital theory, and resource dependence theory to evaluate how diversity influences board effectiveness. The research examines publicly listed companies with single-tier board structures across six developed economies: Australia, Singapore, Hong Kong, Canada, the United Kingdom, and the United States. The analysis excludes financial and utility sectors and covers the period from 2016 to 2020. Using a composite diversity index based on surface- and deep-level attributes, the study tests three hypotheses regarding the impact of board diversity and the moderating role of board functions. Statistical analyses employ panel regression models with firm, industry, country, and year fixed effects, alongside two-stage least squares estimation to address endogeneity. The results show that board diversity is associated with reduced accrual-based earnings manipulation but increased real activity-based earnings management, indicating a substitution effect. However, boards with strong monitoring and advisory roles can counteract both forms of manipulation. The most effective governance configuration includes three monitoring committees and one advisory committee, with monitoring roles exerting a greater influence. These findings highlight the importance of integrating structural diversity with functional board design to enhance earnings quality. The study advocates for governance frameworks that go beyond symbolic diversity, emphasizing the need for strategic role alignment and robust non-financial disclosures to improve transparency and corporate accountability.



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    [1] Abdelsalam OH, Street DL (2007) Corporate governance and the timeliness of corporate internet reporting by U.K. listed companies. J Int Account Audit Tax 16: 111–130. https://doi.org/10.1016/j.intaccaudtax.2007.06.001 doi: 10.1016/j.intaccaudtax.2007.06.001
    [2] Abdullah SN, Ismail KNIK (2016) Women directors, family ownership and earnings management in Malaysia. Asian Rev Account 24: 525–550. https://doi.org/10.1108/ara-07-2015-0067 doi: 10.1108/ara-07-2015-0067
    [3] Adams RB, Ferreira D (2007) A theory of friendly boards. J Financ 62: 217–250. https://doi.org/10.1111/j.1540-6261.2007.01206.x doi: 10.1111/j.1540-6261.2007.01206.x
    [4] Adams RB, Ferreira D (2009) Women in the boardroom and their impact on governance and performance. J Financ Econ 94: 291–309. https://doi.org/10.1016/j.jfineco.2008.10.007 doi: 10.1016/j.jfineco.2008.10.007
    [5] Agrawal A, Knoeber CR (2001) Do some outside directors play a political role? J Law Econ 44: 179–198. https://doi.org/10.1086/320271 doi: 10.1086/320271
    [6] Aguilera RV, Filatotchev I, Gospel H, et al. (2008) An organizational approach to comparative corporate governance: Costs, contingencies, and complementarities. Organ Sci 19: 475–492. https://doi.org/10.1287/orsc.1070.0322 doi: 10.1287/orsc.1070.0322
    [7] Ajina A, Bacha S, Ben Saad S (2025) Does board gender diversity reduce earnings management? Empirical evidence from French gender quota law. Corp Gov. https://doi.org/10.1108/CG-09-2024-0485 doi: 10.1108/CG-09-2024-0485
    [8] Al-Absy MSM (2022) Board chairman characteristics and real earnings management. Sustainability 14: 15025. https://doi.org/10.3390/su142215025 doi: 10.3390/su142215025
    [9] Alexeyeva I (2024) Does board composition impact the timeliness of financial reporting? Evidence from Swedish privately held companies. J Int Account Audit Tax 54: 100597. https://doi.org/10.1016/j.intaccaudtax.2024.100597 doi: 10.1016/j.intaccaudtax.2024.100597
    [10] Alhossini MA, Ntim CG, Zalata A (2020) Corporate board committees and corporate outcomes: An international systematic literature review and agenda for future research. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3614878 doi: 10.2139/ssrn.3614878
    [11] Ali B, Kamardin H (2018) Real earnings management: A review of literature and future research. Asian J Financ Account 10: 440–456.
    [12] Almutairi AR, Quttainah MA (2019) Corporate governance and accounting conservatism in Islamic banks. Thunderbird Int Bus Rev 61: 745–764. https://doi.org/10.1002/tie.22063 doi: 10.1002/tie.22063
    [13] Alqatan A (2024) The impact of board diversity on earnings management in Kuwait. J Financ Report Account. https://doi.org/10.1108/JFRA-05-2024-0279 doi: 10.1108/JFRA-05-2024-0279
    [14] Anderson RC, Reeb DM, Upadhyay A, et al. (2011) The economics of director heterogeneity. Financ Manage 40: 5–38. https://doi.org/10.1111/j.1755-053X.2010.01133.x doi: 10.1111/j.1755-053X.2010.01133.x
    [15] Ashraf BN, Qian N (2021) The impact of board internationalization on real earnings management: Evidence from China. Sage Open 11. https://doi.org/10.1177/21582440211032640 doi: 10.1177/21582440211032640
    [16] Attia M, Ragab A, Barakat A (2024) Board diversity and financial reporting quality: Evidence from emerging markets. J Account Emerg Econ. Advance online publication. https://doi.org/10.1108/JAEE-01-2024-0001
    [17] Baker HK, Pandey N, Kumar S, et al. (2020) A bibliometric analysis of board diversity: Current status, development, and future research directions. J Bus Res 108: 232–246. https://doi.org/10.1016/j.jbusres.2019.11.025 doi: 10.1016/j.jbusres.2019.11.025
    [18] Banbhan A, Cheng X, Ud Din N (2018) Financially qualified members in an upper echelon and their relationship with corporate sustainability: Evidence from an emerging economy. Sustainability 10: 4697. https://doi.org/10.3390/su10124697 doi: 10.3390/su10124697
    [19] Becker GS (1962) Investment in human capital: A theoretical analysis. J Polit Econ 70: 9–49. https://doi.org/10.1086/258724 doi: 10.1086/258724
    [20] Bedard J, Chtourou SM, Courteau L (2004) The effect of audit committee expertise, independence, and activity on aggressive earnings management. Audit J Pract Theory 23: 13–35. https://doi.org/10.2308/aud.2004.23.2.13 doi: 10.2308/aud.2004.23.2.13
    [21] Blau PM (1977) Inequality and heterogeneity: A primitive theory of social structure. New York: Free Press.
    [22] Ben Amar W, Sayadi S (2022) Do board diversity and CSR reputation affect earnings management? J Bus Res 144: 279–290. https://doi.org/10.1016/j.jbusres.2022.02.043 doi: 10.1016/j.jbusres.2022.02.043
    [23] Ben-Amar W, Francoeur C, Hafsi T, et al. (2013) What makes better boards? A closer look at diversity and ownership. Brit J Manage 24: 85–101. https://doi.org/10.1111/j.1467-8551.2011.00789.x doi: 10.1111/j.1467-8551.2011.00789.x
    [24] Berry WD, Golder M, Milton D (2012) Improving tests of theories positing interaction. J Polit 74: 653–671. https://doi.org/10.1017/s0022381612000199 doi: 10.1017/s0022381612000199
    [25] Braam G, Nandy M, Weitzel U, et al. (2015) Accrual-based and real earnings management and political connections. Int J Account 50: 111–141. https://doi.org/10.1016/j.intacc.2013.10.009 doi: 10.1016/j.intacc.2013.10.009
    [26] Brambor T, Clark WR, Golder M (2006) Understanding interaction models: Improving empirical analyses. Polit Anal 14: 63–82. https://doi.org/10.1093/pan/mpi014 doi: 10.1093/pan/mpi014
    [27] Campbell K, Mínguez-Vera A (2007) Gender diversity in the boardroom and firm financial performance. J Bus Ethics 83: 435–451. https://doi.org/10.1007/s10551-007-9630-y doi: 10.1007/s10551-007-9630-y
    [28] Carpenter VL, Feroz EH (1992) GAAP as a symbol of legitimacy: New York State's decision to adopt generally accepted accounting principles. Account Org Soc 17: 613–643. https://doi.org/10.1016/0361-3682(92)90016-L doi: 10.1016/0361-3682(92)90016-L
    [29] Carter DA, D'Souza F, Simkins BJ, et al. (2010) The gender and ethnic diversity of US boards and board committees and firm financial performance. Corp Gov 18: 396–414. https://doi.org/10.1111/j.1467-8683.2010.00809.x doi: 10.1111/j.1467-8683.2010.00809.x
    [30] Chen L (2014) Local institutions, audit quality, and corporate scandals of US-listed foreign firms. J Bus Ethics 133: 351–373. https://doi.org/10.1007/s10551-014-2370-x doi: 10.1007/s10551-014-2370-x
    [31] Chi G, Gooda AR (2024) Internal control, debt risk, CEO education and earnings management evidence from China. J Financ Report Account 22: 52–78. https://doi.org/10.1108/JFRA-05-2023-0237 doi: 10.1108/JFRA-05-2023-0237
    [32] Choi J, Kim JB, Lee JJ (2018) Value of insider trading: Evidence from analysts' forecast revisions and stock recommendations. J Financ Mark 40: 36–60. https://doi.org/10.1016/j.finmar.2018.01.003 doi: 10.1016/j.finmar.2018.01.003
    [33] 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. https://doi.org/10.2308/accr.2008.83.3.757 doi: 10.2308/accr.2008.83.3.757
    [34] Cohen DA, Zarowin P (2010) Accrual-based and real earnings management activities around seasoned equity offerings. J Account Econ 50: 2–19. https://doi.org/10.1016/j.jacceco.2010.01.002 doi: 10.1016/j.jacceco.2010.01.002
    [35] Daily CM, Dalton DR, Cannella Jr AA (2003) Corporate governance: Decades of dialogue and data. Acad Manage Rev 28: 371–382. https://doi.org/10.5465/AMR.2003.10196703 doi: 10.5465/AMR.2003.10196703
    [36] Davidson WN, Xie B, Xu W, et al. (2007) The influence of executive age, career horizon and incentives on pre-turnover earnings management. J Manag Gov 11: 45–60. https://doi.org/10.1007/s10997-007-9015-8 doi: 10.1007/s10997-007-9015-8
    [37] Debnath NC, Patnaik BCM, Satpathy I (2019) Female directorship and real earnings management in Bangladesh: Towards an analytical assessment. Manag Sci Lett 9: 1723–1740. https://doi.org/10.5267/j.msl.2019.6.018 doi: 10.5267/j.msl.2019.6.018
    [38] Dechow PM, Dichev ID (2002) The quality of accruals and earnings: The role of accrual estimation errors. Account Rev 77: 35–59. https://doi.org/10.2308/accr.2002.77.s-1.35 doi: 10.2308/accr.2002.77.s-1.35
    [39] Dechow PM, Sloan RG, Sweeney AP (1995) Detecting earnings management. Account Rev 70: 193–225.
    [40] Ege M, Seidel TA, Sterin M, et al. (2022) The influence of management's internal audit experience on earnings management. Contemp Account Res 39: 1834–1870. https://doi.org/10.1111/1911-3846.12770 doi: 10.1111/1911-3846.12770
    [41] Eisenhardt KM (1989) Agency theory: An assessment and review. Acad Manage Rev 14: 57–74. https://doi.org/10.2307/258191 doi: 10.2307/258191
    [42] Elms N, Nicholson G (2020) How director identification shapes accountability and scope of contribution. Account Audit Account J 33: 1815–1834. https://doi.org/10.1108/aaaj-12-2019-4358 doi: 10.1108/aaaj-12-2019-4358
    [43] Enomoto M, Kimura F, Yamaguchi T (2018) A cross-country study on the relationship between financial development and earnings management. J Int Financ Manag Account 29: 166–194. https://doi.org/10.1111/jifm.12078 doi: 10.1111/jifm.12078
    [44] Evans ME, Houston RW, Peters MF, et al. (2014) Earnings management and audit firm tenure: The balancing effect of partner rotation. Account Rev 89: 2057–2085. https://doi.org/10.2308/accr-50885 doi: 10.2308/accr-50885
    [45] Faleye O, Hoitash R, Hoitash U (2011) The costs of intense board monitoring. J Financ Econ 101: 160–181. https://doi.org/10.1016/j.jfineco.2011.02.010 doi: 10.1016/j.jfineco.2011.02.010
    [46] Fama EF, Jensen MC (1983) Separation of ownership and control. J Law Econ 26: 301–325. https://doi.org/10.1086/467037 doi: 10.1086/467037
    [47] Ferentinou AC, Anagnostopoulou SC (2016) Accrual-based and real earnings management before and after IFRS adoption: The case of Greece. J Appl Account Res 17: 2–23. https://doi.org/10.1108/JAAR-01-2014-0009 doi: 10.1108/JAAR-01-2014-0009
    [48] Fields TD, Lys TZ, Vincent L (2001) Empirical research on accounting choice. J Account Econ 31: 255–307. https://doi.org/10.1016/S0165-4101(01)00028-3 doi: 10.1016/S0165-4101(01)00028-3
    [49] Filatotchev I, Boyd BK (2009) Taking stock of corporate governance research while looking to the future. Corp Gov 17: 257–265. https://doi.org/10.1111/j.1467-8683.2009.00748.x doi: 10.1111/j.1467-8683.2009.00748.x
    [50] Forbes DP, Milliken FJ (1999) Cognition and corporate governance: Understanding boards of directors as strategic decision-making groups. Acad Manage Rev 24: 489–505. https://doi.org/10.5465/amr.1999.2202133 doi: 10.5465/amr.1999.2202133
    [51] Francis J, LaFond R, Olsson P, et al. (2005) The market pricing of accruals quality. J Account Econ 39: 295–327. https://doi.org/10.1016/j.jacceco.2004.06.003 doi: 10.1016/j.jacceco.2004.06.003
    [52] García-Sánchez IM, Martínez-Ferrero J, García-Meca E (2017) Gender diversity, financial expertise and its effects on accounting quality. Manag Decis 55: 347–382. https://doi.org/10.1108/md-02-2016-0090 doi: 10.1108/md-02-2016-0090
    [53] Ghaleb BAA, Al-Duai SD, Hashed AA (2020) Audit committee chair's legal expertise and real activities manipulation: Empirical evidence from Malaysian energy and utilities sectors. Int J Energy Econ Policy 11: 65–73. https://doi.org/10.32479/ijeep.10258 doi: 10.32479/ijeep.10258
    [54] Ghazali NAM, Shafie R, Yusof MAM (2019) Board diversity and real earnings management in Malaysian listed firms. Int J Financ Res 10: 191–200. https://doi.org/10.5430/ijfr.v10n5p191 doi: 10.5430/ijfr.v10n5p191
    [55] Golder PN (2006) Historical method in marketing research with new evidence on long-term market share stability. J Mark Res 43: 156–172. https://doi.org/10.1509/jmkr.43.2.156 doi: 10.1509/jmkr.43.2.156
    [56] Gujarati DN (2009) Basic econometrics (5th international ed.). McGraw-Hill.
    [57] Gull AA, Nekhili M, Nagati H, et al. (2018) Beyond gender diversity: How specific attributes of female directors affect earnings management. Brit Account Rev 50: 255–274. https://doi.org/10.1016/j.bar.2017.09.001 doi: 10.1016/j.bar.2017.09.001
    [58] Hafsi T, Turgut G (2012) Boardroom diversity and its effect on social performance: Conceptualization and empirical evidence. J Bus Ethics 112: 463–479. https://doi.org/10.1007/s10551-012-1272-z doi: 10.1007/s10551-012-1272-z
    [59] Hair JF, Black WC, Babin BJ, et al. (2018) Multivariate data analysis (8th ed.). Cengage.
    [60] Han M, Ding A, Zhang H (2022) Foreign ownership and earnings management. Int Rev Econ Financ 80: 114–133. https://doi.org/10.1016/j.iref.2022.02.074 doi: 10.1016/j.iref.2022.02.074
    [61] Harahap I (2025) Gender diversity and chief executive officer tenure on earnings management. J Econ Bus Lett 5: 82–95. https://doi.org/10.55942/jebl.v5i5.937 doi: 10.55942/jebl.v5i5.937
    [62] Harjoto MA, Laksmana I, Lee R (2014) Board diversity and corporate social responsibility. J Bus Ethics 132: 641–660. https://doi.org/10.1007/s10551-014-2343-0 doi: 10.1007/s10551-014-2343-0
    [63] Hasan MM, Hossain M, Habib A (2022) Governance mechanisms and CSR assurance: Substitutes or complements? J Bus Res 139: 179–193. https://doi.org/10.1016/j.jbusres.2021.09.063 doi: 10.1016/j.jbusres.2021.09.063
    [64] Hayes AF (2018) Introduction to mediation, moderation, and conditional process analysis: A regression-based approach (2nd ed.). Guilford Press.
    [65] Healy PM, Wahlen JM (1999) A review of the earnings management literature and its implications for standard setting. Account Horiz 13: 365–383. https://doi.org/10.2308/acch.1999.13.4.365 doi: 10.2308/acch.1999.13.4.365
    [66] Hillman AJ (2015) Board diversity: Beginning to unpeel the onion. Corp Gov 23: 104–107. https://doi.org/10.1111/corg.12090 doi: 10.1111/corg.12090
    [67] Hillman AJ, Cannella AA, Harris IC (2002) Women and racial minorities in the boardroom: How do directors differ? J Manag 28: 747–763. https://doi.org/10.1016/S0149-2063(02)00192-7 doi: 10.1016/S0149-2063(02)00192-7
    [68] Hillman AJ, Dalziel T (2003) Boards of directors and firm performance: Integrating agency and resource dependence perspectives. Acad Manage Rev 28: 383–396. https://doi.org/10.2307/30040728 doi: 10.2307/30040728
    [69] Hillman AJ, Withers MC, Collins BJ (2009) Resource dependence theory: A review. J Manag 35: 1404–1427. https://doi.org/10.1177/0149206309343469 doi: 10.1177/0149206309343469
    [70] Hoang TC, Abeysekera I, Ma S (2017) The effect of board diversity on earnings quality: An empirical study of listed firms in Vietnam. Aust Account Rev 27: 146–163. https://doi.org/10.1111/auar.12128 doi: 10.1111/auar.12128
    [71] Hsu WY, Hu YC (2016) Board characteristics and earnings management: Evidence from Taiwan. Int J Bus Manag 11: 45–55. https://doi.org/10.5539/ijbm.v11n4p45 doi: 10.5539/ijbm.v11n4p45
    [72] Ibrahim I, Saleh NM, Ab Rahman R (2023) Board structure and financial reporting quality: Audit committee as a moderator. Asian Rev Account 31: 88–108. https://doi.org/10.1108/ARA-06-2022-0162 doi: 10.1108/ARA-06-2022-0162
    [73] Ipino E, Parbonetti A (2017) Mandatory IFRS adoption: The trade-off between accrual-based and real earnings management. Account Bus Res 47: 91–121. https://doi.org/10.1080/00014788.2016.1214249 doi: 10.1080/00014788.2016.1214249
    [74] Jensen MC, Meckling WH (1976) Theory of the firm: Managerial behavior, agency costs and ownership structure. J Financ Econ 3: 305–360. https://doi.org/10.1016/0304-405X(76)90025-9 doi: 10.1016/0304-405X(76)90025-9
    [75] Jiang F, Zhu B, Huang J (2013) CEO's financial experience and earnings management. J Multinatl Financ Manag 23: 134–145. https://doi.org/10.1016/j.mulfin.2013.03.005 doi: 10.1016/j.mulfin.2013.03.005
    [76] Jones JJ (1991) Earnings management during import relief investigations. J Account Res 29: 193–228. https://doi.org/10.2307/2491047 doi: 10.2307/2491047
    [77] Kapoor S, Goel S (2017) Board diversity and firm performance: Empirical evidence from India. Int J Bus Soc 18: 293–308.
    [78] Khan A, Muttakin MB, Siddiqui J (2022) Female directors and earnings management in emerging economies. Brit Account Rev 54: 101026. https://doi.org/10.1016/j.bar.2021.101026 doi: 10.1016/j.bar.2021.101026
    [79] Khan TM, Nosheen S, ul Haq N (2020) Corporate governance mechanism and comparative analysis of one-tier and two-tier board structures: Evidence from ASEAN countries. Int J Discl Gov 17: 61–72. https://doi.org/10.1057/s41310-020-00075-0 doi: 10.1057/s41310-020-00075-0
    [80] Kim H, Lim C (2010) Diversity, outside directors and firm valuation: Korean evidence. J Bus Res 63: 284–291. https://doi.org/10.1016/j.jbusres.2009.01.013 doi: 10.1016/j.jbusres.2009.01.013
    [81] Komal B, Bilal, Ezeani E, et al. (2023) Age diversity of audit committee financial experts, ownership structure and earnings management: Evidence from China. Int J Financ Econ 28: 2664–2682. https://doi.org/10.1002/ijfe.2556 doi: 10.1002/ijfe.2556
    [82] Kothari SP, Leone AJ, Wasley CE (2005) Performance matched discretionary accrual measures. J Account Econ 39: 163–197. https://doi.org/10.1016/j.jacceco.2004.11.002 doi: 10.1016/j.jacceco.2004.11.002
    [83] Labelle R, Makni Gargouri R, Francoeur C (2010) Ethics, diversity management, and financial reporting quality. J Bus Ethics 93: 335–355. https://doi.org/10.1007/s10551-009-0225-7 doi: 10.1007/s10551-009-0225-7
    [84] Lamina C, Sturm G, Kollerits B, et al. (2012) Visualizing interaction effects: a proposal for presentation and interpretation. J Clin Epidemiol 65: 855–862. https://doi.org/10.1016/j.jclinepi.2012.02.013 doi: 10.1016/j.jclinepi.2012.02.013
    [85] Latané B, Williams K, Harkins S (1979) Many hands make light the work: The causes and consequences of social loafing. J Pers Soc Psychol 37: 822–832. https://doi.org/10.1037/0022-3514.37.6.822 doi: 10.1037/0022-3514.37.6.822
    [86] Li J, Wahid AS (2018) Director tenure diversity and board monitoring effectiveness. Contemp Account Res 35: 1363–1394. https://doi.org/10.1111/1911-3846.12343 doi: 10.1111/1911-3846.12343
    [87] Liao L, Ouyang H (2019) Board characteristics and real earnings management: Evidence from China. Asia-Pac J Account Econ 26: 1–23. https://doi.org/10.1080/16081625.2019.1589529 doi: 10.1080/16081625.2019.1589529
    [88] Martinez-Jimenez R, Hernández-Ortiz MJ, Cabrera Fernández AI (2020) Gender diversity influence on board effectiveness and business performance. Corp Gov Int J Bus Soc 20: 307–323. https://doi.org/10.1108/cg-07-2019-0206 doi: 10.1108/cg-07-2019-0206
    [89] McNichols MF (2002) Discussion of the quality of accruals and earnings: The role of accrual estimation errors. Account Rev 77: 61–69. https://doi.org/10.2308/accr.2002.77.s-1.61 doi: 10.2308/accr.2002.77.s-1.61
    [90] Menicucci E (2020) Earnings management and financial reporting quality: The effect of IFRS adoption. J Appl Account Res 21: 3–24. https://doi.org/10.1108/JAAR-07-2018-0117 doi: 10.1108/JAAR-07-2018-0117
    [91] Mertzanis C, Balntas V, Pantazopoulos T (2019) Internal auditor perceptions of corporate governance in Greece after the crisis. Qual Res Account Manag 17: 201–227. https://doi.org/10.1108/qram-07-2018-0045 doi: 10.1108/qram-07-2018-0045
    [92] Milliken FJ, Martins LL (1996) Searching for common threads: Understanding the multiple effects of diversity in organizational groups. Acad Manage Rev 21: 402–433. https://doi.org/10.5465/amr.1996.9605060217 doi: 10.5465/amr.1996.9605060217
    [93] Mnif Y, Ben Hamouda A (2020) Audit quality and the trade-off between real and accrual earnings management in the oil and gas industry: The GCC evidence. J Appl Account Res 22: 223–251. https://doi.org/10.1108/jaar-12-2019-0167 doi: 10.1108/jaar-12-2019-0167
    [94] Muhammad H, Migliori S, Di Berardino D (2025) CSR as a catalyst: Examining the effects of board gender diversity on earnings management. Corp Soc Responsib Environ Manag 32: 963–983. https://doi.org/10.1002/csr.2986 doi: 10.1002/csr.2986
    [95] Muhammad H, Migliori S, Di Berardino D (2025) CSR as a catalyst: Examining the effects of board gender diversity on earnings management. Corp Soc Responsib Environ Manag 32: 963–983. https://doi.org/10.1002/csr.2986 doi: 10.1002/csr.2986
    [96] Musa MA, Jaafar SB, Zakaria H (2023) Female CEOs, board independence, and earnings management. Asian J Bus Ethics 12: 45–67. https://doi.org/10.1007/s13520-023-00154-3 doi: 10.1007/s13520-023-00154-3
    [97] Mustafa AS, Che-Ahmad A, Chandren S (2018) Board diversity, audit committee characteristics and audit quality: The moderating role of control-ownership wedge. Bus Econ Horiz 14: 587–614. https://doi.org/10.15208/beh.2018.42 doi: 10.15208/beh.2018.42
    [98] Nguyen THH, Ntim CG, Malagila JK (2020) Women on corporate boards and corporate financial and non-financial performance: A systematic literature review and future research agenda. Int Rev Financ Anal 71: 101554. https://doi.org/10.1016/j.irfa.2020.101554 doi: 10.1016/j.irfa.2020.101554
    [99] Nguyen T, Nguyen A, Locke S, et al. (2017) Does the human capital of board directors add value to firms? Evidence from an Asian market. Cogent Econ Financ 5: 1385439. https://doi.org/10.1080/23322039.2017.1385439 doi: 10.1080/23322039.2017.1385439
    [100] Nielsen S, Huse M (2010) The contribution of women on boards of directors: Going beyond the surface. Corp Gov 18: 136–148. https://doi.org/10.1111/j.1467-8683.2010.00784.x doi: 10.1111/j.1467-8683.2010.00784.x
    [101] Ntim CG (2013) Monitoring board committee structure and market valuation in large publicly listed South African corporations. Int J Manag Financ Account 5: 202–229. https://doi.org/10.1504/ijmfa.2013.058552 doi: 10.1504/ijmfa.2013.058552
    [102] Nyeadi JD, Kamasa K, Kpinpuo S, et al. (2021) Female in top management and firm performance nexus: Empirical evidence from Ghana. Cogent Econ Financ 9: 1921323. https://doi.org/10.1080/23322039.2021.1921323 doi: 10.1080/23322039.2021.1921323
    [103] Okaily M, Guidara A, Hamdan A (2019) Board diversity and earnings management: Evidence from the U.K. Corp Gov Int J Bus Soc 19: 1063–1078. https://doi.org/10.1108/CG-12-2018-0371 doi: 10.1108/CG-12-2018-0371
    [104] Onuoha OJ, Okpanachi J, Jim-Suleiman S, et al. (2021) Board diversity and earnings quality of listed deposit money banks in Nigeria. J Financ Account 9: 11–31. https://doi.org/10.12691/jfa-9-1-2 doi: 10.12691/jfa-9-1-2
    [105] Orazalin N (2019) Board gender diversity, corporate governance, and earnings management. Gend Manag 35: 37–60. https://doi.org/10.1108/gm-03-2018-0027 doi: 10.1108/gm-03-2018-0027
    [106] Pfeffer J, Salancik GR (1978) The external control of organizations: A resource dependence perspective. Harper & Row.
    [107] Primacintya VA, Kusuma IW (2025) Environmental, social and governance (ESG) performance and earnings management: The role of gender diversity. Asian J Account Res 10: 294–314. https://doi.org/10.1108/AJAR-12-2023-0414 doi: 10.1108/AJAR-12-2023-0414
    [108] Qi B, Lin JW, Tian G, et al. (2018) The impact of top management team characteristics on the choice of earnings management strategies: Evidence from China. Account Horiz 32: 143–164. https://doi.org/10.2308/acch-51938 doi: 10.2308/acch-51938
    [109] Raman KK, Shahrur H (2008) Relationship-specific investments and earnings management: Evidence on corporate suppliers and customers. Account Rev 83: 1041–1081. https://doi.org/10.2308/accr.2008.83.4.1041 doi: 10.2308/accr.2008.83.4.1041
    [110] Reeb DM, Upadhyay A (2010) Subgroup composition and board monitoring effectiveness. J Financ Econ 95: 336–353. https://doi.org/10.1016/j.jfineco.2009.12.003 doi: 10.1016/j.jfineco.2009.12.003
    [111] Rojana P, Yang YW (2019) Board diversity and earnings quality: Evidence from ASEAN. Asian Rev Account 27: 580–603. https://doi.org/10.1108/ARA-05-2018-0105 doi: 10.1108/ARA-05-2018-0105
    [112] Roychowdhury S (2006) Earnings management through real activities manipulation. J Account Econ 42: 335–370. https://doi.org/10.1016/j.jacceco.2006.01.002 doi: 10.1016/j.jacceco.2006.01.002
    [113] Sanad Z, Hassan A, Ezzat M (2020) Gender diversity and earnings quality: Evidence from Egypt. Corp Gov Int J Bus Soc 20: 13–32. https://doi.org/10.1108/CG-06-2019-0170 doi: 10.1108/CG-06-2019-0170
    [114] Schipper K (1989) Commentary on earnings management. Account Horiz 3: 91–102.
    [115] Sharifah B (2012) Board diversity and discretionary accruals of the top 100 Malaysia Corporate Governance (MCG) index company. Afr J Bus Manage 6. https://doi.org/10.5897/ajbm11.1052 doi: 10.5897/ajbm11.1052
    [116] Shira RK (2024) Corporate governance, competition and earnings management: Evidence from Asian emerging economies. J Financ Report Account 23: 218–234. https://doi.org/10.1108/JFRA-07-2022-0270 doi: 10.1108/JFRA-07-2022-0270
    [117] Srinidhi B, Gul FA, Tsui J (2011) Female directors and earnings quality. Contemp Account Res 28: 1610–1644. https://doi.org/10.1111/j.1911-3846.2011.01071.x doi: 10.1111/j.1911-3846.2011.01071.x
    [118] Strydom M, Au Yong HH, Rankin M (2016) A few good (wo)men? Gender diversity on Australian boards. Aust J Manag 42: 404–427. https://doi.org/10.1177/0312896216657579 doi: 10.1177/0312896216657579
    [119] Terjesen S, Sealy R, Singh V (2009) Women directors on corporate boards: A review and research agenda. Corp Gov 17: 320–337. https://doi.org/10.1111/j.1467-8683.2009.00742.x doi: 10.1111/j.1467-8683.2009.00742.x
    [120] Tessema A, Abou-El-Sood H (2025) Corporate governance and earnings management: The role of gender diversity and political connections in Gulf Cooperation Council countries. Gend Manag 40: 929–950. https://doi.org/10.1108/GM-05-2025-0274 doi: 10.1108/GM-05-2025-0274
    [121] Thi CD (2025) Earnings management and firm performance around listing events: The moderating role of gender. SAGE Open 15. https://doi.org/10.1177/21582440251337658 doi: 10.1177/21582440251337658
    [122] Tian GG, Smith D (2020) Corporate governance reform and firm performance: Evidence from a Chinese natural experiment. J Bus Ethics 161: 375–396. https://doi.org/10.1007/s10551-018-3940-z doi: 10.1007/s10551-018-3940-z
    [123] Tian Y, Smith JA (2020) Empirical insights into supervisory boards of listed companies in China. Asian J Econ Bus Account 19: 19–37. https://doi.org/10.9734/ajeba/2020/v19i430310 doi: 10.9734/ajeba/2020/v19i430310
    [124] Tosi HL (2008) Quo vadis? Suggestions for future corporate governance research. J Manag Gov 12: 153–169. https://doi.org/10.1007/s10997-008-9054-9 doi: 10.1007/s10997-008-9054-9
    [125] Upadhyay AD, Bhargava R, Faircloth SD (2014) Board structure and role of monitoring committees. J Bus Res 67: 1486–1492. https://doi.org/10.1016/j.jbusres.2013.07.017 doi: 10.1016/j.jbusres.2013.07.017
    [126] Vafeas N (2003) Length of board tenure and outside director independence. J Bus Financ Account 30: 1043–1064. https://doi.org/10.1111/1468-5957.05525 doi: 10.1111/1468-5957.05525
    [127] Van der Walt N, Ingley C (2003) Board dynamics and the influence of professional background, gender and ethnic diversity of directors. Corp Gov 11: 218–234. https://doi.org/10.1111/1467-8683.00320 doi: 10.1111/1467-8683.00320
    [128] Velte P (2020) Corporate social responsibility and earnings management: A literature review. Corp Ownership Control 17: 8–19. https://doi.org/10.22495/cocv17i2art1 doi: 10.22495/cocv17i2art1
    [129] Wagana DM, Nzulwa JD (2016) Corporate governance, board gender diversity and corporate performance: A critical review of literature. Eur Sci J 12. https://doi.org/10.19044/esj.2016.v12n7p221 doi: 10.19044/esj.2016.v12n7p221
    [130] Walker A, Machold S, Ahmed PK (2015) Diversity and conflict in boards of directors. Int Stud Manag Org 45: 25–42. https://doi.org/10.1080/00208825.2015.1005995 doi: 10.1080/00208825.2015.1005995
    [131] Webber SS, Donahue LM (2001) Impact of highly and less job-related diversity on work group cohesion and performance: A meta-analysis. J Manag 27: 141–162. https://doi.org/10.1177/014920630102700202 doi: 10.1177/014920630102700202
    [132] Yang Y (2011) Effects of cognitive and affective conflict between hotel's top managers on firm performance in China. J China Tour Res 7: 42–61. https://doi.org/10.1080/19388160.2011.551046 doi: 10.1080/19388160.2011.551046
    [133] Zalata A, Ntim CG, Aboud A (2021) Board demographic diversity, ownership structure, and earnings management. Brit J Manage 32: 437–463. https://doi.org/10.1111/1467-8551.12364 doi: 10.1111/1467-8551.12364
    [134] Zalata A, Tauringana V, Tingbani I (2019) Audit committee financial expertise and earnings management: The role of CEO tenure. Int J Financ Econ 24: 111–129. https://doi.org/10.1002/ijfe.1651 doi: 10.1002/ijfe.1651
    [135] Zang AY (2012) Evidence on the trade-off between real activities manipulation and accrual-based earnings management. Account Rev 87: 675–703. https://doi.org/10.2308/accr-10196 doi: 10.2308/accr-10196
    [136] Zheng C, Kouwenberg R (2019) A bibliometric review of global research on corporate governance and board attributes. Sustainability 11: 3428. https://doi.org/10.3390/su11123428 doi: 10.3390/su11123428
    [137] Zhou H (2019) Board structure and firm performance: Evidence from emerging economies. Int Rev Financ Anal 65: 101376. https://doi.org/10.1016/j.irfa.2019.101376 doi: 10.1016/j.irfa.2019.101376
    [138] Zona F, Zattoni A (2007) Beyond the black box of demography: Board processes and task effectiveness within Italian firms. Corp Gov 15: 852–864. https://doi.org/10.1111/j.1467-8683.2007.00606.x doi: 10.1111/j.1467-8683.2007.00606.x
    [139] Zouari G, Khlifi S (2025) Exploring the relationship between CEOs' education, REM, integrated reporting quality and firm performance during merger and acquisition: Moderated-mediation analysis. Corp Gov Int J Bus Soc. https://doi.org/10.1108/CG-11-2024-0634 doi: 10.1108/CG-11-2024-0634
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