Determinants of Sustainability in U.S. Equity Mutual Funds
Carlos Arenas-Laorga
Villanueva University
https://doi.org/10.47191/jefms/v8-i4-28ABSTRACT:
This study investigates the determinants of sustainability in U.S. equity mutual funds, focusing on the influence of involvement in controversial industries on sustainability scores. Utilizing a dataset of 1274 funds from Morningstar Direct, the research applies multiple linear regression and Principal Component Analysis (PCA) to identify key variables affecting the Portfolio Corporate Sustainability Score. The findings indicate significant impacts from involvement in fur and specialty leather, adult entertainment, genetically modified organisms (GMO), and thermal coal. The study highlights the importance of exclusion policies and advanced analytical tools in enhancing sustainability. Despite some counterintuitive results, particularly concerning palm oil, the analysis provides a comprehensive understanding of how controversial product involvement shapes sustainability outcomes in mutual funds.
KEYWORDS:
Sustainability, U.S. equity mutual funds, ESG factors, Controversial industries, Multiple linear regression, Principal Component Analysis (PCA), Investment exclusion policies, Portfolio Corporate Sustainability Score.
REFERENCES:
1) Adams, C., & Abhayawansa, S. (2021). Connecting the dots: How integrated reporting and sustainability reporting drive corporate performance. Journal of Business Ethics, 161(3), 543-558.
2) Anderson, P., Chisholm, D., & Fuhr, D. C. (2009). Effectiveness and cost-effectiveness of policies and programmes to reduce the harm caused by alcohol. The Lancet, 373(9682), 2234-2246.
3) Breiman, L. (2001). Random forests. Machine Learning, 45(1), 5-32.
4) Carlson, K. M., Heilmayr, R., Gibbs, H. K., Noojipady, P., Burns, D. N., Morton, D. C., ... & Kremen, C. (2018). Effect of oil palm sustainability certification on deforestation and fire in Indonesia. Proceedings of the National Academy of Sciences, 115(1), 121-126.
5) De, S. (2006). Corporate governance and firm performance: evidence from India. Global Business Review, 7(2), 281-293.
6) Dines, G. (2012). Pornland: How porn has hijacked our sexuality. Beacon Press.
7) Eccles, R. G., Ioannou, I., & Serafeim, G. (2014). The impact of corporate sustainability on organizational processes and performance. Management Science, 60(11), 2835-2857.
8) Freeman, R. E. (1984). Strategic management: A stakeholder approach. Pitman Publishing.
9) Friede, G., Busch, T., & Bassen, A. (2015). ESG and financial performance: Aggregated evidence from more than 2000 empirical studies. Journal of Sustainable Finance & Investment, 5(4), 210-233.
10) Gillan, S. L., Hartzell, J. C., & Starks, L. T. (2007). Tradeoffs in corporate governance: Evidence from board structures and charter provisions. Quarterly Journal of Finance and Accounting, 46(1), 125-158.
11) Gompers, P., Ishii, J., & Metrick, A. (2003). Corporate governance and equity prices. Quarterly Journal of Economics, 118(1), 107-156.
12) Griffiths, M. D. (2009). Gambling research and the search for a responsible gambling policy. Bioethical Inquiry, 6(3), 213-221.
13) Henderson, D. R. (2017). The controversial weapons industry: Balancing defense needs and ethical concerns. Defense Analysis Journal, 29(2), 201-221.
14) Höök, M., & Tang, X. (2013). Depletion of fossil fuels and anthropogenic climate change—A review. Energy Policy, 52, 797-809.
15) Ioannou, I., & Serafeim, G. (2012). What drives corporate social performance? The role of nation-level institutions. Journal of International Business Studies, 43(9), 834-864.
16) Khan, M., Serafeim, G., & Yoon, A. (2016). Corporate sustainability: First evidence on materiality. The Accounting Review, 91(6), 1697-1724.
17) Knight, A. (2008). The ethics of animal research: A survey of the public and scientists in North America and Europe. Journal of Medical Ethics, 34(1), 47-52.
18) Kölbel, J. F., Heeb, F., Paetzold, F., & Busch, T. (2020). Can sustainable investing save the world? Reviewing the mechanisms of investor impact. Organization & Environment, 33(4), 554-574.
19) Montgomery, D. C., Peck, E. A., & Vining, G. G. (2012). Introduction to Linear Regression Analysis. John Wiley & Sons.
20) Qaim, M. (2009). The economics of genetically modified crops. Annual Review of Resource Economics, 1, 665-694.
21) Rousseeuw, P. J., & Leroy, A. M. (1987). Robust Regression and Outlier Detection. John Wiley & Sons.
22) RSPO (2018). Roundtable on Sustainable Palm Oil: Annual Report. Retrieved from RSPO website
23) Smith, N., & Lundqvist, L. (2020). The impact of controversial industries on ESG ratings. Journal of Sustainable Finance & Investment, 10(3), 321-339. 24) Vijay, V., Pimm, S. L., Jenkins, C. N., & Smith, S. J. (2016). The impacts of oil palm on recent deforestation and biodiversity loss. PLoS ONE, 11(7), e0159668.
25) Wooldridge, J. M. (2012). Introductory Econometrics: A Modern Approach. Cengage Learning.
26) World Health Organization (2008). WHO report on the global tobacco epidemic, 2008: The MPOWER package. Retrieved from WHO website.