Industry-Level Impact of Environmental, Social and Governance (ESG) Factors for Alternative Investment
DOI: 10.23977/ferm.2022.050615 | Downloads: 23 | Views: 562
Author(s)
Shuning Gao 1, Beijia Jin 1, Zheng Tao 2
Affiliation(s)
1 College of Business and Public Management, Wenzhou-Kean University, No.88 Daxue Road, Wenzhou City, Zhejiang Province, China
2 Department of Statistics and Data Science, National University of Singapore, 10 Kent Ridge Crescet, 276000, Singapore
Corresponding Author
Zheng TaoABSTRACT
This study takes S&P500 companies’ ESG disclosure score and Environmental,Social and Governance disclosure score separately and using SVD algorithm to get the industry-level ESG score graphs. Through analyzing the graphs, we found that the leisure products, tobacco, automobiles industries occupied the top behaviour under the total ESG disclosure score, which deserves to mention that the tobacco, which is normally regarded as the sin stock and shunned by the investors, ranks second among all the industries. For Environmental, Social and Governance disclosure score separately, leisure products, real estate management & devel, tobacco industries occupy the first place respectively, and the disclosure score for Governance for all industries is overall higher than Social and Environmental. In conclusion, this study provides guidance on stock recommendation for ESG investors.
KEYWORDS
Environmental, Social and Governance (ESG), investment, SVD algorithmCITE THIS PAPER
Shuning Gao, Beijia Jin, Zheng Tao, Industry-Level Impact of Environmental, Social and Governance (ESG) Factors for Alternative Investment. Financial Engineering and Risk Management (2022) Vol. 5: 110-116. DOI: http://dx.doi.org/10.23977/ferm.2022.050615.
REFERENCES
[1] Andreas Höcker, Vakhtang Kartvelishvili, SVD approach to data unfolding, Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Volume 372, Issue 3, 1996, Pages 469-481, ISSN 0168-9002, https://doi.org/10.1016/0168-9002(95)01478-0.
[2] H. Andrews and C. Patterson, "Singular Value Decomposition (SVD) Image Coding," in IEEE Transactions on Communications, vol. 24, no. 4, pp. 425-432, April 1976, doi: 10.1109/TCOM.1976.1093309.
[3] Amel-Zadeh, A., & Serafeim, G. (2018). Why and how investors use ESG information: Evidence from a global survey. Financial Analysts Journal, 74(3), 87-103.
[4] Signatories | PRI. (n.d.). Retrieved November 21, 2022, from https://www.unpri.org/signatories
[5] Hvidkjær, S. (2017). ESG investing: a literature review. Report prepared for Dansif.
[6] Chai, T. and Draxler, R. R.: Root mean square error (RMSE) or mean absolute error (MAE)? – Arguments against avoiding RMSE in the literature, Geosci. Model Dev., 7, 1247–1250, https://doi.org/10.5194/gmd-7-1247-2014, 2014.
[7] Filbeck, G., Holzhauer, H. M., & Zhao, X. (2014). Using social responsibility ratings to outperform the market: evidence from long-only and active-extension investment strategies. The Journal of Investing, 23(1), 79-96.
Downloads: | 16371 |
---|---|
Visits: | 336951 |
Sponsors, Associates, and Links
-
Information Systems and Economics
-
Accounting, Auditing and Finance
-
Industrial Engineering and Innovation Management
-
Tourism Management and Technology Economy
-
Journal of Computational and Financial Econometrics
-
Accounting and Corporate Management
-
Social Security and Administration Management
-
Population, Resources & Environmental Economics
-
Statistics & Quantitative Economics
-
Agricultural & Forestry Economics and Management
-
Social Medicine and Health Management
-
Land Resource Management
-
Information, Library and Archival Science
-
Journal of Human Resource Development
-
Manufacturing and Service Operations Management
-
Operational Research and Cybernetics