Abstract
This study analyses the external antecedents of board diversity. We use the resource-based view and the agency theory to investigate the impact of institutional and foreign shareholders on national board diversity. Because we highlight that the most used diversity indices neglect the multidimensional aspect of diversity, we refer to diversity profiles and suggest the functional data analysis approach for diversity assessment in corporate governance studies. Specifically, we use the parametric functional analysis of variance in analysing the influence exerted by institutional and foreign shareholders on national board diversity. Focusing on a sample of 1,230 Italian medium-large firms, our results show that institutional shareholders do not influence national board diversity, while foreign shareholders strongly affect it, especially when they hold more than 50% of shares. Thus, we address the research gap on the determinants of national board diversity and enrich comparative European research on this topic.
Individual Contributions of the Authors
The authors have contributed to the chapter as follows:
Fabrizio Maturo: Sections 14.3.3, 14.4.1, 14.4.2.
Stefania Migliori: Introduction, Sections 14.1; 14.2.1, 14.2.2, 14.2.3.
Francesco Paolone: Sections 14.3.1, 14.3.2, Abstract, Conclusions.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Notes
- 1.
The main issue in measuring diversity is that richness and evenness are confounded when a single index is considered. Indeed, a board with few species and high evenness could have the same diversity as a board with many species and low evenness. Thus, different indices could lead to different firms ranking according to the nationality of their boards.
- 2.
We assume that there is a single factor with K different groups (k = 1, 2,…, K) and \( N = \sum\nolimits_{i = 1}^{K} {n_{k} } \) total observations, with nk observations within each group; then, the model for the i-th observation (i = 1, 2,…., N) in the k-th group can be expressed by \( \Delta_{ik} (\beta ) = \mu (\beta ) + \gamma_{k} (\beta ) + u_{ik} (\beta ) \), where \( \Delta_{ik} (\beta ) \) is the functional response in the k-th group, \( \mu (\beta ) \) is the grand mean function, \( \gamma_{k} (\beta ) \) is the functional effect of being in a specific group, and \( u_{ik} (\beta ) \) is the residual functions (unexplained variations for the i-th observation within the k-th group).
- 3.
References
Adams, R. B., de Haan, J., Terjesen, S. and van Ees, H. (2015). ‘Board diversity: moving the field forward’. Corporate Governance: An International Review, 23, 77–82.
Aggarwal, R., Erel, L., Ferreira M. and Matos, P., (2011). ‘Does governance travel around the world? Evidence from institutional investor’. Journal of Financial Economics, 100, 154–81.
Aguilera, R. V. and Jackson, G. (2003). ‘The cross-national diversity of corporate governance: Dimensions and determinants’. The Academy of Management Review, 28, 447–65.
Aguilera, R. V. and Jackson, G. (2010). ‘Comparative and international corporate governance’. The academy of management annals, 4, 485–556.
Anderson, C. R., Reeb, D. M., Upadhyay A. and Zhao, W. (2011). ‘The economics of director heterogeneity’. Financial Management, 40, 5–38.
Ararat, M., Aksu, M. H. and Cetin, A. T. (2015). ‘How board diversity affects firm performance in emerging markets. Evidence on channels in controlled firms’. Corporate Governance: An International Review, 23, 83–103.
Arnegger, M., Hoffman, C. and Vetter, C., (2014). ‘Firm size and board diversity’. Journal of Management and Governance, 18, 1109–1135.
Bell, S. T., Villado, A. J., Lukasik, M. A., Belayu, L. and Briggs, A. L. (2011). ‘Getting specific about demographic diversity variable and team performance relationship: A meta-analysis’. Journal of Management, 37, 709–43.
Berle, A. A. and Means, G. C. (1932). The modern corporation and private property. New York, McMillan.
Bianco, M., Ciavarella, A. and Signoretti, R. (2015). ‘Women on corporate boards in Italy: The role of family connections’. Corporate Governance: An International Review, 23, 129–44.
Blau, P. M., (1977). Inequality and heterogeneity. Glencoe, IL: free press.
Bysinger, B. and Hoskisson, R. E., (1990). ‘The composition of board of directors and strategic control: effects on corporate strategy’. Academy of Management Review, 15, 72–87.
Carpenter, M. A. (2002). ‘The implication of strategy and social context for the relationship between top management team heterogeneity and firm performance’. Strategic Management Journal, 23, 275–84.
Carter, D. A., Simkins, B.J. and Simpson, W.G. (2003). ‘Corporate Governance, Board Diversity, and Firm Value’. Financial Review, 38, 33–53.
Choi, W. Y., Su, W. and Min, S. K., (2012). ‘Foreign board membership and firm value in Korea’. Management Decision, 50, 207–33.
Dahya, J. and McConnell, J. J. (2007). ‘Board Composition, Corporate Performance and Cadbury Committee Recommendation’. Journal of Financial and Quantitative Analysis, 42, 535–64.
De Sanctis, A. and Di Battista, T. (2012). ‘Functional analysis for parametric families of functional data’. International Journal of Bifurcation and Chaos, 22.
Desender, K. T., Aguilera, R. V., Crespi, R. and Garcìa-Cestona, M. (2010). ‘When does ownership matters. Board characteristics and behaviour’. Strategic Management Journal, 34, 823–42.
Di Battista, T., Fortuna, F., and Maturo, F. (2014). Parametric functional analysis of variance for fish biodiversity, in: International Conference on Marine and Freshwater Environments, iMFE 2014. URL: http://www.scopus.com.
Di Battista, T., Fortuna, F. and Maturo, F. (2015). ‘Diversity in Regional Economics - A Case Study of Abruzzo’. Global and Local Economic Review. 19. 37–54.
Di Battista, T., Fortuna, F. and Maturo, F. (2016a). ‘Environmental monitoring through functional biodiversity tools’. Ecological Indicators, 60, 237–47.
Di Battista, T., Fortuna, F., and Maturo, F. (2016b). Parametric functional analysis of variance for fish biodiversity assessment. Journal Of Environmental Informatics. doi:10.3808/jei.201600348.
Di Battista, T., Fortuna, F., and Maturo, F. (2016c). BioFTF: An R package for biodiversity assessment with the functional data analysis approach. Ecological Indicators. doi:10.1016/j.ecolind.2016.10.032.
Dimovski, W. and Brooks, R. (2006). ‘The gender composition of board after IPO’. Corporate Governance, 6, 11–17.
Elyasiani, E. and Jia, J. J. (2010). ‘Distribution of institutional ownership and corporate firm performance’. Journal of Banking and Finance, 34, 606–20.
Erhardt, N.L., Werbel, B. C. and Shrader, C.B. (2003). ‘Board of Director Diversity and Firm Financial Performance’. Corporate Governance: An International Review, 11, 102–11.
Eulerich, M., Velte, P., and Van Uum, C. (2014). The impact of management board diversity on corporate performance - an empirical analysis for the german two-tier system. Problems and Perspectives in Management, 12(1), 25–39. Retrieved from: http://www.scopus.com.
Europen Commission, Green Paper “The EU Corporate Governance Framework”, Bruxelles, COM 2011, 5–6.
Feldman, A. D. and Schwarzkopf, D. L. (2003). ‘The effect of institutional ownership on board and audit committee composition’. Review of Accounting and Finance, 2, 87–109.
Ferraty, F. and Vieu, P. (2006). Nonparametric functional data analysis. Springer, New York.
Ferreira, M. A. and Matos, P. (2008). ‘The colours of investor’s money: The role of institutional investors around the world’. Journal of Finance Economics, 88, 499–533.
Filatotchev, I., Buck, T., Demina, N. and Wright, M. (2001). ‘Corporate governance and exporting in the former Soviet Union’. Journal of international business studies, 32, 853–71.
Filatotchev, I. and Wright, M., (2011). ‘Agency perspectives on corporate governance of multinational enterprises’. Journal of management studies, 48, 471–86.
Filatotchev, I. and Bishop, K. (2002). ‘Board composition, share ownership and ‘underpricing’ of UK IPO firms’. Strategic Management Journal, 23, 941–55.
Gattone, S. A. and Di Battista, T. (2009). ‘A functional approach to diversity profiles’. Journal of the Royal Statistical Society, 58, 267–84.
Gillan, S. L. and Starks, L. T. (2007). ‘The evolution of shareholder activism in the United States’. Journal of Applied Corporate Finance, 19, 55–73.
Goyer, M. and Jung, D. K. (2011). ‘Diversity of institutional investors and foreign blockholdings in France: The evolution of an institutionally hybrid economy’. Corporate Governance: An International Review, 19, 562–84.
Hamzah, A. H. and Zulkafli, A. H. (2014). ‘Board diversity and corporate expropriation’. Procedia-Social and Behavioural Sciences, 164, 562–68.
Harrison, D. A. and Klein, K. J. (2007). ‘What’s the difference? Diversity construct as separation, variety, or disparity in organizations’. Academy of Management Review, 32, 1199–228.
Heidrick, and Struggles (2009). Corporate Governance Report 2009. Boards in turbulent times. Available at: http://www.heidrick.co/PublicationReports/PublicationsReports/CorpGovEurope2009.pdf.
Hill, M. (1973). ‘Diversity and evenness: a unifying notation and its consequences’. Ecology. 54, 427–32.
Hillman, A. J. (2015). ‘Board Diversity: Beginning to Unpeel the Onion’. Corporate Governance: An International Review, 23, 104–07.
Hillman, A. J., Shropshire, C. and Cannella, A. A. (2007). ‘Organizational predictors of women on corporate board’. Academy of Management Journal, 50, 941–52.
Johnson, J. L., Daily, C. M. And Ellstrand, A. E. (1996). ‘Board of directors: a review and research agenda’. Journal of Management, 22, 409–38.
Kiel, G.C. and Nicholson, G.J. (2003). ‘Board Composition and Corporate Performance: how the Australian experience informs contrasting theories of corporate governance’. Corporate Governance: An International Review, 11, 189–205.
Klein, A. and Zur, E. (2009). ‘Entrepreneurial shareholder activism: Hedge funds and other private investors’. The Journal of Finance, 64, 187–229.
Lane, P. J., Cannella A. A. and Lubaktin, M. H. (1998). ‘Agency problems as antecedents to unrelated mergers and diversification: Amihud and Lev reconsidered’. Strategic Management Journal, 19, 555–78.
Lee, C. and Farh, J. L. (2004). ‘Joint effects of group efficacy and gender diversity on group cohesion and performance’. Applied psychology: An international Review, 53, 136–54.
Lee, S. C., Rhee, M. and Joon, J. (2012). The effect of foreign monitoring on audit quality: the compositional dynamic of organizational group. Evidence from Korea. Available at SSRN: http://www.ssrn.com/abstract=2001782.
Mallin, C. A. (2012). ‘Institutional investors: the vote as a tool of governance’. Journal of Management & Governance, 16, 177–96.
Maturo F., Migliori S., Consorti A. (2015). Corporate Board Diversity. In: A.P. Haller and M. Galea. Proceedings of the International Conference Humanities and Social Sciences Today. Economics. Pro Universitaria Publishing House. Bucharest. pp. 113–125. ISBN: 978-606-26-0413-4
Maturo, F. (2016). Dealing with randomness and vagueness in business and management sciences: the fuzzy probabilistic approach as a tool for the study of statistical relationships between imprecise variables. Ratio Mathematica 30, 45–58.
Maturo, F., Di Battista, T., Fortuna, F. (2016). BioFTF: Biodiversity assessment using functional tools. https://www.cran.r-project.org/web/packages/bioftf/index.html.
Maturo, A., Maturo, F., (2013). Research in Social Sciences: Fuzzy Regression and Causal Complexity. Springer Berlin Heidelberg, Berlin, Heidelberg. pp. 237–249. URL: http://dx.doi.org/10.1007/978-3-642-35635-3 18, doi:10.1007/978-3-642-35635-3 18.
Maturo A., Maturo F. (2014). Finite Geometric Spaces, Steiner Systems and Cooperative Games. Analele Universitatii “Ovidius” Constanta. Seria Matematica. Vol. 22(1), pp. 189–205. (2014). ISSN: Online 1844-0835. doi:10.2478/auom-2014-0015.
Maturo, A., Maturo, F., (2017). Fuzzy Events, Fuzzy Probability and Applications in Economic and Social Sciences. Springer International Publishing, Cham. pp. 223–233. URL: http://dx.doi.org/10.1007/978-3-319-40585-8 20, doi:10.1007/978-3-319-40585-8 20.
Maturo, F., Fortuna, F. (2016). Bell-Shaped Fuzzy Numbers Associated with the Normal Curve. Springer International Publishing, Cham. pp. 131–144. URL: http://dx.doi.org/10.1007/978-3-319-44093-4 13, doi:10.1007/978-3-319-44093-4 13.
Maturo, F., Hošková-Mayerová, S. (2017). Fuzzy Regression Models and Alternative Opertions for Economic and Social Sciences. Springer International Publishing, Cham. pp. 235–247. URL: http://dx.doi.org/10.1007/978-3-319-40585-8 21, doi:10.1007/978-3-319-40585-8 21.
McNulty, T. and Nordberg, D. (2015). ‘Ownership, Activism and Engagement: Institutional Investors as Active Owners’. Corporate Governance: An International Review, doi:10.1111/corg.12143.
Miller, T. and Triana, M.C. (2009). ‘Demographic Diversity in the Boardroom: mediators of the Board Diversity-Firm Performance Relationship’. Journal of Management Studies, 46, 755–86.
Milliken, F. and Martins, L. (1996). ‘Searching for common threads: understanding the multiple effects of diversity in organizational groups’. Academy of Management Journal, 21, 402–33.
Muller-Kahale, M. I. and Lewellyn, K. B. (2011). ‘Did board configuration matter? The case of US subprime lenders’. Corporate Governance: An International Review, 19, 405–17.
OECD (1998). Corporate governance: Improving competitiveness and access to capital in global markets. Organization for Economic Cooperation and Development Document, Paris.
OECD (2004). Principles of corporate governance, Organization for Economic Cooperation and Development Document, Paris.
OECD (2011). The role of institutional investors in promoting good corporate governance. Organization for Economic Cooperation and Development Document, Paris.
Oxelheim, L. and Randøy, T. (2003). ‘The impact of foreign board membership on firm value’. Journal of Banking & Finance, 27, 2369–392.
Patil, G. and Taillie, C. (1979). ‘An overview of diversity’. In: Grassle, J., Patil, G., Smith, W., Taillie, C. (Eds.). Ecological Diversity in Theory and Practice. International Co-operative Publishing House, Fairland, MD, 23–48.
Pearce, J. A. and Zahara, S. A. (1992). ‘Board composition from a strategic contingency perspective’. Journal of Management Studies, 29, 411–38.
Ramsay, J. and Silverman, B. (2005). Functional Data Analysis, 2nd edition, Springer, New York.
Randøy, T., Oxelheim L. and Stonehill, A. (2001). ‘Global financial strategies and corporate competitiveness’. European Management Journal, 19, 659–69.
Rose, P. (2007). ‘The Corporate Governance Industry’. Journal of Corporation Law, 32, 887–26.
Ruigrok, W., Pec, S. and Tacheva, S. (2007). ‘Nationality and Gender Diversity on Swiss Corporate Boards’. Corporate Governance: An International Review, 15, 546–57.
Shannon, C. (1948). ‘A mathematical theory of communication’. Bell system technical journal, 27, 379–423.
Shleifer, A. and Vishny R. (1986). ‘Large shareholders and corporate control’. Journal of Political Economy, 94. 461–88.
Simpson, E. (1949). ‘Measurement of diversity’. Nature. 163, 688.
Stiles, P. (2001). ‘The impact of board on strategy: an empirical examination’. Journal of Management Studies, 38, 627–50.
Sur, S., Lvina, E. and Magnan, M. (2013). ‘Why do boards differ? Because owners do: assessing ownership impact on board composition’. Corporate Governance: An International Review, 21, 373–89.
Ujunwa, A., Okoyeuzu, C. and Nwakoby, I. (2012). ‘Corporate Board Diversity and Firm Performance. Evidence from Nigeria’. Review of International Comparative Management, 13, 605–20.
Useem, M., (1998). ‘Corporate leadership in a globalizing equity market’. Academy of Management Executive, 12, 43–59.
van Ees, H., Gabrielsson and J., Huse, M. (2009). ‘Toward a behavioural theory of boards and corporate governance’. Corporate Governance: An International Review, 17, 307–19.
Veltrop, D., Hermes, N., Postman, T. J. B. and de Haan, J. (2015). ‘A tale of two factions: Why and when factional demographic faultlines hurt board performance’. Corporate Governance: An International Review, 23, 145–60.
Whitley, R. (2009). ‘US capitalism: A tarnished model?’. Academy of Management Perspective, 23, 11–22.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2017 Springer International Publishing AG
About this chapter
Cite this chapter
Maturo, F., Migliori, S., Paolone, F. (2017). Do Institutional or Foreign Shareholders Influence National Board Diversity? Assessing Board Diversity Through Functional Data Analysis. In: Hošková-Mayerová, Š., Maturo, F., Kacprzyk, J. (eds) Mathematical-Statistical Models and Qualitative Theories for Economic and Social Sciences. Studies in Systems, Decision and Control, vol 104. Springer, Cham. https://doi.org/10.1007/978-3-319-54819-7_14
Download citation
DOI: https://doi.org/10.1007/978-3-319-54819-7_14
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-54818-0
Online ISBN: 978-3-319-54819-7
eBook Packages: EngineeringEngineering (R0)