Earnings management in Italian family and non-family unlisted companies: The moderating effect of gender diversity
PDF

Keywords

Earnings Management
Family firms
Italy
Gender diversity

How to Cite

Giancotti, M., Mauro, M., Rotundo, G., & Cattafi, G. (2024). Earnings management in Italian family and non-family unlisted companies: The moderating effect of gender diversity. Piccola Impresa Small Business, (2). https://doi.org/10.14596/pisb.4457
Received 2024-02-26
Accepted 2024-07-16
Published 2024-12-23

Abstract

Purpose. Building upon the stakeholder theory, this paper aims to investigate the relationship between family control and earnings management practices, while considering the potential moderating effect of gender diversity on the Board of directors.

Design/methodology/approach. Using a longitudinal sample of 1,461 manufacturing Italian Small and Medium-sized Enterprises over the period 2014-2020, we performed panel regression analyses to empirically investigate the relationship between earnings management, family firm status and the moderating effect of gender diversity on board.

Findings. The empirical findings show that family firms are less likely to engage in the practices of earnings management than non-family firms are. The association between family firm status and earnings management is moderated negatively by gender diversity.

Practical and Social implications. This study emphasizes the critical role of family control and board gender diversity in reducing financial manipulation practices and improving accounting transparency. These findings offer practical guidance for implementing measures aimed at enhancing the quality of financial reporting in unlisted Small and Medium-sized Enterprises. Greater women’s representation on the family businesses board can promote accounting transparency and integrity, carrying significant social implications.

Originality of the study. This study contributes to the literature on the quality of financial information in both family firms and unlisted companies, exploring new areas of research. The study is original also considering the moderating variable chosen: to the best of our knowledge, no study has already explored the moderating influence of gender diversity on the relationships between family control and earnings management.

https://doi.org/10.14596/pisb.4457
PDF

References

Achleitner, A. K., Günther, N., Kaserer, C., & Siciliano, G. (2014). Real earnings management and accrual-based earnings management in family firms. European Accounting Review, 23(3), 431-461. https://doi.org/10.1080/09638180.2014.895620

Adams, R. B., & Ferreira, D. (2009). Women in the boardroom and their impact on governance and performance. Journal of financial economics, 94(2), 291-309. https://doi.org/10.1016/j.jfineco.2008.10.007

Ado, A. B., Rashid, N., Mustapha, U. A., & Ademola, L. S. (2020). The financial determinants of earnings management and the profitability of listed companies in Nigeria. Journal of Critical Reviews, 7(9), 31-36. http://dx.doi.org/10.31838/jcr.07.09.06

Aharony, J., Lee, C. W. J., & Wong, T. J. (2000). Financial packaging of IPO firms in China. Journal of Accounting Research, 38(1), 103-126. https://doi.org/10.2307/2672924

Ahmadi, A., Nakaa, N., & Bouri, A. (2018). Chief Executive Officer attributes, board structures, gender diversity and firm performance among French CAC 40 listed firms. Research in International Business and Finance, 44, 218-226. https://doi.org/10.1016/j.ribaf.2017.07.083AIDAF (2014) https://www.aidaf.it/wp-content/uploads/2014/09/expert group.pdf.

Alhebri, A. A., & Al-Duais, S. D. (2020). Family businesses restrict accrual and real earnings management: Case study in Saudi Arabia. Cogent Business & Man-agement, 7(1), 1806669. https://doi.org/10.1080/23311975.2020.1806669

Ali, A., Chen, T. Y., & Radhakrishnan, S. (2007). Corporate disclosures by fami-ly firms. Journal of accounting and economics, 44(1-2), 238-286. https://doi.org/10.1016/j.jacceco.2007.01.006

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). http://dx.doi.org/10.2139/ssrn.2698317

Alves, S. (2023). Gender diversity on corporate boards and earnings manage-ment: Evidence for European Union listed firms. Cogent Business & Management, 10(1), 2193138. https://doi.org/10.1080/23311975.2023.2193138

Andersson, F. W., Johansson, D., Karlsson, J., Lodefalk, M., & Poldahl, A. (2018). The characteristics of family firms: exploiting information on ownership, kinship, and governance using total population data. Small Business Economics, 51, 539-556. https://doi.org/ 10.1007/s11187-017-9947-6

Anderson, R. C., & Reeb, D. M. (2003). Founding‐family ownership and firm performance: evidence from the S&P 500. The journal of finance, 58(3), 1301-1328. https://doi.org/10.1111/1540-6261.00567

Arosa, B., Iturralde, T., & Maseda, A. (2010). Outsiders on the board of direc-tors and firm performance: Evidence from Spanish non-listed family firms. Jour-nal of Family Business Strategy, 1(4), 236-245. https://doi.org/10.1016/j.jfbs.2010.10.004

Arun, T. G., Almahrog, Y. E., & Aribi, Z. A. (2015). Female directors and earn-ings management: Evidence from UK companies. International Review of Financial Analysis, 39, 137-146. https://doi.org/10.1016/j.irfa.2015.03.002

Azila-Gbettor, E. M., Honyenuga, B. Q., Blomme, R. J., & Kil, A. (2022). Re-view of differences between listed and unlisted family business research trends: a corporate governance context. Journal of Family Business Manage-ment, 12(4), 853-875. https://doi.org/10.1108/JFBM-03-2020-0023

Azzam, M., AlQudah, A., Al-Haddad, L., & Haija, A. A. (2021). The trade-off be-tween accrual-based and real earnings management: evidence from Jordan. Inter-national Journal of Accounting, Auditing and Performance Evaluation, 17(1-2), 73-92. https://doi.org/10.1504/IJAAPE.2021.117574

Ball, R., & Shivakumar, L. (2005). Earnings quality in UK private firms: com-parative loss recognition timeliness. Journal of accounting and economics, 39(1), 83-128. https://doi.org/10.1016/j.jacceco.2004.04.001

Baltagi, B. H., & Wu, P. X. (1999). Unequally spaced panel data regressions with AR (1) disturbances. Econometric theory, 15(6), 814-823. https://doi.org/10.1017/S0266466699156020

Banca d’Italia (2020) Bollettino economico. Available on line at: https://www.bancaditalia.it/pubblicazioni/bollettino-economico/2020-3/boleco-3-2020.pdf

Bannò, M., D’Allura, G. M., Dawson, A., Torchia, M., & Audretsch, D. (2024). Advancing diversity research in family business. Journal of Family Business Strat-egy, 100607. https://doi.org/10.1017/S0266466699156020

Bannò, M., D’Allura, G. M., & Filippi, E. (2022). Women and international strate-gy: preliminary results. In Sinergie-SIMA Mangement Conference

Bansal, M. (2021). Board independence and earnings management: Influence of family business generation. Journal of Asia Business Studies, 15(5), 748-768. https://doi.org/10.1108/JABS-07-2020-0280

Baù, M., Chirico, F., Pittino, D., Backman, M., & Klaesson, J. (2019). Roots to grow: Family firms and local embeddedness in rural and urban contexts. En-trepreneurship Theory and Practice, 43(2), 360-385. https://doi.org/10.1177/1042258718796089

Bennedsen, M., & Nielsen, K. M. (2010). Incentive and entrenchment effects in European ownership. Journal of Banking & Finance, 34(9), 2212-2229. https://doi.org/10.1016/j.jbankfin.2010.02.007

Blanco-Mazagatos, V., de Quevedo-Puente, E., & Delgado-García, J. B. (2016). How agency conflict between family managers and family owners affects performance in wholly family-owned firms: A generational perspective. Journal of Family Business Strategy, 7(3), 167-177. https://doi.org/10.1016/j.jfbs.2016.07.003

Borralho, J. M., Vázquez, D. G., & Hernandez-Linares, R. (2020). Earnings management in private family versus non-family firms. The moderating effect of family business generation. Spanish Journal of Finance and Accounting/Revista Española de Financiación y Contabilidad, 49(2), 210-233. https://doi.org/10.1080/02102412.2019.1616480

Braam, G., Nandy, M., Weitzel, U., & Lodh, S. (2015). Accrual-based and real earnings management and political connections. The International Journal of Ac-counting, 50(2), 111-141. https://doi.org/10.1016/j.intacc.2013.10.009

Callao, S., & Jarne, J. I. (2010). Have IFRS affected earnings management in the European Union?. Accounting in Europe, 7(2), 159-189. https://doi.org/10.1080/17449480.2010.511896

Callao, S., Jarne, J. I., & Wroblewski, D. (2021). A systematic approach to the motivations for earnings management: A literature review. International Journal of Emerging Trends in Social Sciences, 10(1), 1-20. https://doi.org/10.20448/2001.101.1.20

Campa, D. (2019). Earnings management strategies during financial difficulties: A comparison between listed and unlisted French companies. Research in Interna-tional Business and Finance, 50, 457-471. https://doi.org/10.1016/j.ribaf.2019.07.001

Cascino, S., Pugliese, A., Mussolino, D., & Sansone, C. (2010). The influence of family ownership on the quality of accounting information. Family Business Re-view, 23(3), 246-265.https://doi.org/10.1177/0894486510374

Chen, S., & Wang, Y. (2004). Evidence from China on the value relevance of operating income vs. below-the-line items. The International Journal of Ac-counting, 39(4), 339-364. https://doi.org/10.1016/j.intacc.2004.06.012

Chen, J., Leung, W. S., Song, W., & Goergen, M. (2019). Why female board representation matters: The role of female directors in reducing male CEO over-confidence. Journal of Empirical Finance, 53, 70–90. https://doi.org/10.1016/j.jempfin.2019.06.002

Chi, C. W., Hung, K., Cheng, H. W., & Lieu, P. T. (2015). Family firms and earn-ings management in Taiwan: Influence of corporate governance. Interna-tional Review of Economics & Finance, 36, 88-98. https://doi.org/10.1016/j.iref.2014.11.009

Corbetta, G. G., & Minichilli, A. (2005). Il Governo delle imprese Italiane Quota-te a controllo Familiare: i Risultati di una Ricerca Esplorativa. Economia & Man-agement, 6, 59-77

Corbetta, G., Salvato, C. (2012). Unique Characteristics of Family Firms. In: Strategies for Longevity in Family Firms. Bocconi on Management Series. Pagrave Macmillan, London. https://doi.org/10.1057/9781137024589_3

Cucculelli, M., & Peruzzi, V. (2020). Post-crisis firm survival, business model changes, and learning: evidence from the Italian manufacturing industry. Small Business Economics, 54, 459-474.https://doi.org/10.1007/s11187-018-0044-2

D’Amato, A. (2017). Do women perform better in family firms? Exploring the moderating role of family firm status. International Journal of Wine Business Re-search, 29(3), 299-315. https://doi.org/10.1108/IJWBR-12-2016-0039

Dayanandan, A., Donker, H., & Lin, K. Y. (2012). Ethical perceptions on earn-ings management. International Journal of Behavioural Accounting and Finance, 3(3-4), 163-187. https://doi.org/10.1504/IJBAF.2012.052173

Davidson, R., Goodwin‐Stewart, J., & Kent, P. (2005). Internal governance structures and earnings management. Accounting & Finance, 45(2), 241-267. https://doi.org/10.1111/j.1467-629x.2004.00132.x

Dechow, P. M., Sloan, R. G., & Sweeney, A. P. (1995). Detecting earnings management. Accounting review, 193-225

Delen, D., Kuzey, C., & Uyar, A. (2013). Measuring firm performance using fi-nancial ratios: A decision tree approach. Expert systems with applications, 40(10), 3970-3983. https://doi.org/10.1016/j.eswa.2013.01.012

Diéguez-Soto, J., López-Delgado, P., & Rojo-Ramírez, A. (2015). Identifying and classifying family businesses. Review of Managerial Science, 9, 603-634. https://doi.org/10.1007/s11846-014-0128-6

Ding, Y., Zhang, H., & Zhang, J. (2007). Private vs state ownership and earn-ings management: Evidence from Chinese listed companies. Corporate Gov-ernance: An International Review, 15(2), 223-238. https://doi.org/10.1111/j.1467-8683.2007.00556.x

Dyer Jr, W. G., & Whetten, D. A. (2006). Family firms and social responsibility: Preliminary evidence from the S&P 500. Entrepreneurship theory and practice, 30(6), 785-802. https://doi.org/10.1111/j.1540-6520.2006.0015

Dyreng, S. D., Hillegeist, S. A., & Penalva, F. (2022). Earnings management to avoid debt covenant violations and future performance. European Accounting Re-view, 31(2), 311-343. https://doi.org/10.1080/09638180.2020.1826337

Dwaikat, N., Qubbaj, I. S., & Queiri, A. (2021). Gender diversity on the board of directors and its impact on the Palestinian financial performance of the firm. Cogent Economics & Finance, 9(1), 1948659. https://doi.org/10.1080/23322039.2021.1948659

Ewert, R., & Wagenhofer, A. (2013). Accounting standards, earnings man-agement, and earnings quality. Earnings Management, and Earnings Quality (April 30, 2013). http://dx.doi.org/10.2139/ssrn.2068134

Faccio, M., & Lang, L. H. (2002). The ultimate ownership of Western European corporations. Journal of financial economics, 65(3), 365-395. https://doi.org/10.1016/S0304-405X(02)00146-0

Fan, Y., Jiang, Y., Zhang, X., & Zhou, Y. (2019). Women on boards and bank earnings management: From zero to hero. Journal of Banking & Finance, 107, 105607. https://doi.org/10.1016/j.jbankfin.2019.105607

Ferramosca, S., & Allegrini, M. (2018). The complex role of family involvement in earnings management. Journal of Family Business Strategy, 9(2), 128-141

Freeman, R. E. (1984). Strategic management: A tockholder approach. Pitman

Gaio, C., Gonçalves, T., & Azevedo, R. (2020). Earnings management: Evi-dence of listed and unlisted companies in europe. Innovar, 30(76), 77-90. https://doi.org/10.15446/innovar.v30n76.85214.

García-Meca, E., & Santana-Martín, D. J. (2023). Board gender diversity and performance in family firms: exploring the faultline of family ties. Review of Managerial Science, 17(5), 1559-1594.

García Lara, J. M., García Osma, B., & Mora, A. (2005). The effect of earnings management on the asymmetric timeliness of earnings. Journal of Business Fi-nance & Accounting, 32(3‐4), 691-726. https://doi.org/10.1111/j.0306-686X.2005.00610.x

Gavana, G., Gottardo, P., & Moisello, A. M. (2019). What form of visibility af-fects earnings management? Evidence from Italian family and non-family firms. Administrative Sciences, 9(1), 20. https://doi.org/10.3390/admsci9010020

Gavana, G., Gottardo, P., & Moisello, A. M. (2022). Related party transactions and earnings management in family firms: the moderating role of board char-acteristics. Journal of Family Business Management. https://doi.org/10.1108/JFBM-07-2022-0090

Gavious, I., Segev, E., & Yosef, R. (2012). Female directors and earnings man-agement in high‐technology firms. Pacific Accounting Review, 24(1), 4-32. https://doi.org/10.1108/01140581211221533

Gómez-Mejía, L. R., Haynes, K. T., Núñez-Nickel, M., Jacobson, K. J., & Mo-yano-Fuentes, J. (2007). Socioemotional wealth and business risks in family-controlled firms: Evidence from Spanish olive oil mills. Administrative science quar-terly, 52(1), 106-137.

Gómez-Mejía, L. R., Cruz, C., Berrone, P., & De Castro, J. (2011). The bind that ties: Socioemotional wealth preservation in family firms. The academy of man-agement annals, 5(1), 653-707. https://doi.org/10.1080/19416520.2011.593320

Gómez-Mejía, L., Cruz, C., & Imperatore, C. (2014). Financial reporting and the protection of socioemotional wealth in family-controlled firms. European Ac-counting Review, 23(3), 387-402. https://doi.org/10.1080/09638180.2014.944420

Gull, A. A., Nekhili, M., Nagati, H., & Chtioui, T. (2018). Beyond gender di-versity: How specific attributes of female directors affect earnings management. The British Accounting Review, 50(3), 255-274. https://doi.org/10.1016/j.bar.2017.09.001

Habib, A., Ranasinghe, D., Wu, J. Y., Biswas, P. K., & Ahmad, F. (2022). Real earnings management: A review of the international literature. Accounting & Fi-nance, 62(4), 4279-4344. https://doi.org/10.1111/acfi.12968

Helal, U. M. (2022). Board-diversity, audit committee characteristics and earn-ings management: Family versus non-family controlled firms. Journal of Ac-counting and Taxation, 14(2), 170-188. https://doi.org/10.5897/JAT2022.0529

Hillman, A. J. (2015). Board diversity: Beginning to unpeel the onion. Cor-porate Governance: An International Review, 23(2), 104-107. https://doi.org/10.1111/corg.12090

Hope, O. K., Kang, T., & Kim, J. W. (2013). Voluntary disclosure practices by foreign firms cross-listed in the United States. Journal of Contemporary Ac-counting & Economics, 9(1), 50-66. https://doi.org/10.1016/j.jcae.2013.01.003

Huang, K., Lao, B., & McPhee, G. (2017). Does stock liquidity affect ac-crual‐based earnings management? Journal of Business Finance & Accounting, 44(3-4), 417-447. https://doi.org/10.1111/jbfa.12236

Jaggi, B., & Leung, S. (2007). Impact of family dominance on monitoring of earnings management by audit committees: Evidence from Hong Kong. Journal of international accounting, auditing and taxation, 16(1), 27-50. https://doi.org/10.1016/j.intaccaudtax.2007.01.003

Jara-Bertin, M., & López-Iturriaga, F. J. (2008). Earnings management and con-test to the control: An analysis of european family firms

Jensen, M. C., & Meckling, W. H. (2019). Theory of the firm: Managerial behav-ior, agency costs and ownership structure. In Corporate governance (pp. 77-132). Gower

Jian, M., and Wong T.J. Propping through related party transactions. Review of Accounting Studies 15 (2010): 70-105. https://doi.org/10.1007/s11142-008-9081-4

Jiraporn, P., & DaDalt, P. J. (2009). Does founding family control affect earn-ings management?. Applied Economics Letters, 16(2), 113-119. https://doi.org/10.1080/17446540701720592

Jones, J. J. (1991). Earnings management during import relief investigations. Journal of accounting research, 29(2), 193-228.https://doi.org/10.2307/2491047

Kao, L., & Chen, A. (2004). The effects of board characteristics on earnings management. Corporate Ownership & Control, 1(3), 96-107.

Kao, E. H., Huang, H. C., Fung, H. G., & Liu, X. (2020). Co-opted directors, gender diversity, and crash risk: evidence from China. Review of Quantitative Fi-nance and Accounting, 55, 461-500. https://doi.org/10.1108/MAJ-04-2020-2632

Kyaw, K., Olugbode, M., & Petracci, B. (2015). Does gender diverse board mean less earnings management?. Finance Research Letters, 14, 135-141. https://doi.org/10.1016/j.frl.2015.05.006

Kramer, V. W., Konrad, A. M., Erkut, S., & Hooper, M. J. (2006). Critical mass on corporate boards: Why three or more women enhance governance (pp. 2-4). Wellesley, MA: Wellesley Centers for Women

Kumala, R., & Siregar, S. V. (2021). Corporate social responsibility, family own-ership and earnings management: the case of Indonesia. Social Respon-sibility Journal, 17(1), 69-86. https://doi.org/10.1108/SRJ-09-2016-0156

Kuo, J. M., Ning, L., & Song, X. (2014). The real and accrual-based earnings management behaviors: Evidence from the split share structure reform in China. The International Journal of Accounting, 49(1), 101-136. https://doi.org/10.1016/j.intacc.2014.01.001

Landry, S., Deslandes, M., & Fortin, A. (2013). Tax aggressiveness, corporate social responsibility, and ownership structure. Journal of Accounting, Ethics & Pub-lic Policy, 14(3), 611-645.http://dx.doi.org/10.2139/ssrn.2304653

Lakhal, N. (2015). Corporate disclosure, ownership structure and earnings management: The case of French-listed firms. Journal of applied business re-search, 31(4), 1493.

Le, Q. L., & Nguyen, H. A. (2023). The impact of board characteristics and ownership structure on earnings management: Evidence from a frontier market. Cogent Business & Management, 10(1), 2159748. https://doi.org/10.1080/23311975.2022.2159748

Lennox, C., Wang, Z. T., & Wu, X. (2018). Earnings management, audit adjust-ments, and the financing of corporate acquisitions: Evidence from China. Journal of accounting and economics, 65(1), 21-40. https://doi.org/10.1016/j.jacceco.2017.11.011

Li, Y., Wang, P., & Zhang, W. (2023). Individual investors matter: The effect of investor-firm interactions on corporate earnings management. Journal of Cor-porate Finance, 83, 102492. https://doi.org/10.1016/j.jcorpfin.2023.102492

Liu, Q., & Lu, Z. J. (2007). Corporate governance and earnings management in the Chinese listed companies: A tunneling perspective. Journal of Corporate Fi-nance, 13(5), 881-906. https://doi.org/10.1016/j.jcorpfin.2007.07.003

Lumpkin, G. T., Brigham, K. H., & Moss, T. W. (2010). Long-term orientation: Implications for the entrepreneurial orientation and performance of family busi-nesses. Entrepreneurship & regional development, 22(3-4), 241-264. https://doi.org/10.1080/08985621003726218

Mafrolla, E., & D'Amico, E. (2017). Borrowing capacity and earnings manage-ment: An analysis of private loans in private firms. Journal of Accounting and Pub-lic Policy, 36(4), 284-301. https://doi.org/10.1016/j.jaccpubpol.2017.05.001

Martin, G., Campbell, J. T., & Gómez-Mejía, L. (2016). Family control, so-cioemotional wealth and earnings management in publicly traded firms. Journal of Business Ethics, 133, 453-469. https://doi.org/10.1007/s10551-014-2403-5

Matonti, G., Iuliano, G., Palazzi, F., & Tucker, J. (2021). Earnings man-agement techniques in the context of Italian unlisted firms. African Journal of Busi-ness Management, 15(2), 79-92. https://doi.org/10.5897/AJBM2021.9199

Mauro, M., Giancotti, M., Ferrari, E. R., & Cattafi, G. (2023). Board gender di-versity and performance in gazelles: evidence from a sample of Italian private hos-pitals. Piccola Impresa Small Business, (2). https://doi.org/10.14596/pisb.3698

Megaravalli, A. V., & Sampagnaro, G. (2018). Predicting the growth of high-growth SMEs: evidence from family business firms. Journal of Family Business Management, 9(1), 98-109. https://doi.org/10.1108/JFBM-09-2017-0029

Mendes, C. A., Rodrigues, L. L., & Esteban, L. P. (2012). Evidence of earn-ings management using accruals as a measure of accounting discre-tion. Tékhne, 10(1), 3-14. https://doi.org/10.1016/S1645-9911(12)70002-6

Miller, D., & Le Breton-Miller, I. (2006). Family governance and firm per-formance: Agency, stewardship, and capabilities. Family business review, 19(1), 73-87. https://doi.org/10.1111/j.1741-6248.2006.0006

Miller, D., Le Breton‐Miller, I., & Scholnick, B. (2008). Stewardship vs. stagnation: An empirical comparison of small family and non‐family businesses. Journal of management studies, 45(1), 51-78. https://doi.org/10.1111/j.1467-6486.2007.00718.x

Mnif Sellami, Y., & Cherif, I. (2020). Female audit committee directorship and audit fees. Managerial Auditing Journal, 35(3), 398-428. https://doi.org/10.1108/MAJ-12-2018-2121

Moghaddam, A., & Abbaspour, N. (2017). The effect of leverage and liquidity ra-tios on earnings management and capital of banks listed on the Tehran Stock Ex-change. International Review of Management and Marketing, 7(4), 99.

Nguyen, H. A., Lien Le, Q., & Anh Vu, T. K. (2021). Ownership structure and earnings management: Empirical evidence from Vietnam. Cogent Business & Management, 8(1), 1908006. https://doi.org/10.1080/23311975.2021.1908006

Nia, M. S., Huang, C. C., & Abidin, Z. Z. (2015). A Review of Motives and Techniques and their Consequences in Earnings Management. Malaysian Ac-counting Review, 14(2)

O’brien, R. M. (2007). A caution regarding rules of thumb for variance inflation factors. Quality & quantity, 41, 673-690. https://doi.org/10.1007/s11135-006-9018-6

Paiva, I. S., Lourenço, I. C., & Branco, M. C. (2016). Earnings management in family firms: current state of knowledge and opportunities for future research. Re-view of Accounting and Finance, 15(1), 85-100. http://dx.doi.org/10.2139/ssrn.2373122

Paiva, I. S., Lourenço, I. C., & Dias Curto, J. (2019). Earnings management in family versus non-family firms: the influence of analyst coverage. Spanish Jour-nal of Finance and Accounting/Revista Española de Financiación y Contabilidad, 48(2), 113-133. https://doi.org/10.1080/02102412.2018.1463764

Palia, D., & Lichtenberg, F. (1999). Managerial ownership and firm per-formance: A re-examination using productivity measurement. Journal of Corpo-rate Finance, 5(4), 323-339. https://doi.org/10.1016/S0929-1199(99)00009-7

Panzer, L., & Müller, S. (2015). Earnings quality and gender diversity on Ger-man supervisory boards: an empirical analysis. Problems and perspectives in management, (13, Iss. 4), 9-18

Pavlovic, V., Knezevic, G., & Bojicic, R. (2018). Board gender diversity and earnings management in agricultural sector-Does it have any influence. Custos e Agronegócio on line, 14, 340-363.

Pazzaglia, F., Mengoli, S., & Sapienza, E. (2013). Earnings quality in acquired and nonacquired family firms: A socioemotional wealth perspective. Family Busi-ness Review, 26(4), 374-386. https://doi.org/10.1177/0894486513486343

Post, C., & Byron, K. (2015). Women on boards and firm financial per-formance: A meta-analysis. Academy of management Journal, 58(5), 1546-1571. https://doi.org/10.5465/amj.2013.0319

Powell, M., & Ansic, D. (1997). Gender differences in risk behaviour in fi-nancial decision-making: An experimental analysis. Journal of economic psy-chology, 18(6), 605-628. https://doi.org/10.1016/S0167-4870(97)00026-3

Prencipe, A., Markarian, G., & Pozza, L. (2008). Earnings management in fami-ly firms: Evidence from R&D cost capitalization in Italy. Family Business Review, 21(1), 71-88. https://doi.org/10.1111/j.1741-6248.2007.00112.x

Prencipe, A., Bar‐Yosef, S., Mazzola, P., & Pozza, L. (2011). Income smooth-ing in family‐controlled companies: Evidence from Italy. Corporate Governance: An International Review, 19(6), 529-546. https://doi.org/10.1111/j.1467%2D8683.2011.00856.x

Prencipe, A., Bar-Yosef, S., & Dekker, H. C. (2014). Accounting research in family firms: Theoretical and empirical challenges. European Accounting Review, 23(3), 361-385. https://doi.org/10.1080/09638180.2014.895621

Rajgopal, S., Shivakumar, L., & Simpson, A. V. (2007). A catering theory of earnings management. Available at SSRN 991138. http://dx.doi.org/10.2139/ssrn.991138

Ramírez-Orellana, A., Martínez-Romero, M. J., & Mariño-Garrido, T. (2017). Measuring fraud and earnings management by a case of study: Evidence from an international family business. European Journal of Family Business, 7(1-2), 41-53. https://doi.org/10.1016/j.ejfb.2017.10.001

Romano, L., & Traù, F. (2020). Italian Industry and Productivity. Going Be-yond the Mainstream View. L'industria, 41(4), 655-673. https:// doi.org/ 10.1430/98710

Rodríguez-Pérez, G., & Van Hemmen, S. (2010). Debt, diversification and earn-ings management. Journal of accounting and public policy, 29(2), 138-159. https://doi.org/10.1016/j.jaccpubpol.2009.10.005

Sanad, Z., Shiwakoti, R., Al-Sartawi, A. (2022). Gender Diversity on Cor-porate Boards and Earnings Management: A Review. In: Musleh Al-Sartawi, A.M.A. (eds) Artificial Intelligence for Sustainable Finance and Sustainable Tech-nology. ICGER 2021. Lecture Notes in Networks and Systems, vol 423. Springer, Cham. https://doi.org/10.1007/978-3-030-93464-4_34

Shabbir, M. S. (2018). Women on corporate boards and firm performance, pre-liminary results from Italian listed companies after the introduction of Gender Quota Law 120/2011. Journal of Business & Financial Affairs, 7(01), 2167-0234.https://doi.org/ 10.4172/2167-0234.1000316

Shukla, H., & Teraiya, V. (2022). Influence of gender diversity in boards on family and non-family businesses towards innovation and creativity. FIIB Busi-ness Review, 23197145211068603Songini, L., Gnan, L., & Malmi, T. (2013). The role and impact of accounting in family business. Journal of Family Business Strat-egy, 4(2), 71-83. https://doi.org/10.1016/j.jfbs.2013.04.002

Srinidhi, B. I. N., Gul, F. A., & Tsui, J. (2011). Female directors and earnings quality. Contemporary accounting research, 28(5), 1610-1644. https://doi.org/10.1111/j.1911-3846.2011.01071.x

Stockmans, A., Lybaert, N., & Voordeckers, W. (2010). Socioemotional wealth and earnings management in private family firms. Family Business Review, 23(3), 280-294. https://doi.org/10.1177/0894486510374

Stockmans, A., Lybaert, N., & Voordeckers, W. (2013). The conditional nature of board characteristics in constraining earnings management in private family firms. Journal of Family Business Strategy, 4(2), 84-92. https://doi.org/10.1016/j.jfbs.2013.01.001

Sun, J., Liu, G., & Lan, G. (2011). Does female directorship on independent au-dit committees constrain earnings management?. Journal of Business Ethics, 99, 369-382. https://doi.org/10.1007/s10551-010-0657-0

Temile, S. O., Jatmiko, D. P., & Hidayat, S. (2018). Gender diversity, earnings management practices and corporate performance in Nigerian quoted firms. In-ternational Journal of Economics, Commerce and Management, 6(1), 23-37

Tong, Y. H. (2007). Financial reporting practices of family firms. Advances in Accounting, 23, 231-261. https://doi.org/10.1016/S0882-6110(07)23009-3

Trianni, A., Cagno, E., & Worrell, E. (2013). Innovation and adoption of energy efficient technologies: An exploratory analysis of Italian primary metal manufacturing SMEs. Energy Policy, 61, 430-440. https://doi.org/10.1016/j.enpol.2013.06.034

Triki Damak, S. (2018). Gender diverse board and earnings management: evi-dence from French listed companies. Sustainability Accounting, Management and Policy Journal, 9(3), 289-312. https://doi.org/10.1108/SAMPJ-08-2017-0088

Umer, R., Abbas, N., Hussain, S., & Naveed, N. (2020). The gender diversity and earning management practices: evidence from Pakistan. City University Re-search Journal, 10(2)

Vieira, E. F. S. (2016). Earnings management in public family firms under eco-nomic adversity. Australian Accounting Review, 26(2), 190-207. https://doi.org/10.1111/auar.12096

Vieira, E., & Madaleno, M. (2019). Earnings management and corporate gov-ernance in family firms: evidence from a small market. In International Financial Reporting Standards and New Directions in Earnings Management (pp. 127-153). IGI Global.

Wang, X. (2006). Stock return dynamics under earnings management.

Widagdo, A. K., Rahmawati, R., Murni, S., & Ratnaningrum, R. (2021). Corpo-rate governance, family ownership, and earnings management: A case study in In-donesia. The Journal of Asian Finance, Economics and Business, 8(5), 679-688. https://doi:10.13106/jafeb.2021

Yeo, G. H., Tan, P. M., Ho, K. W., & Chen, S. S. (2002). Corporate ownership structure and the informativeness of earnings. Journal of Business Finance & Ac-counting, 29(7‐8), 1023-1046. https://doi.org/10.1111/1468-5957.00460

Zalata, A. M., Tauringana, V., & Tingbani, I. (2018). Audit committee financial expertise, gender, and earnings management: Does gender of the financial ex-pert matter? International review of financial analysis, 55, 170-183. https://doi.org/10.1016/j.irfa.2017.11.002

Zalata, A. M., Ntim, C. G., Alsohagy, M. H., & Malagila, J. (2022). Gender di-versity and earnings management: the case of female directors with financial background. Review of Quantitative Finance and Accounting, 58(1), 101-136. https://doi.org/10.1007/s11156-021-00991-4

Zang, A. Y. (2012). Evidence on the trade-off between real activities ma-nipulation and accrual-based earnings management. The accounting review, 87(2), 675-703. https://doi.org/10.2308/accr-10196

Zellweger, T. M., & Nason, R. S. (2008). A stakeholder perspective on family firm performance. Family Business Review, 21(3), 203-216.https://doi.org/10.1111/j.1741-6248.2008.00123.x

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

Copyright (c) 2024 Monica Giancotti, Marianna Mauro, Giorgia Rotundo, Giulia Cattafi