Practical Analysis of Stock Market Under ESG

Authors

  • Yiqi Wang

DOI:

https://doi.org/10.62051/ijgem.v2n2.25

Keywords:

Greenhouse effect, 1.5°C climate scenario, S&P 500 Net Zero 2050 Climate Transition ESG Index, Markowitz model, Share price

Abstract

In today's era, climate change brought about by the greenhouse effect is gradually bringing more and more economic losses and natural disasters. In order to mitigate the negative impact of climate change, many countries have jointly formulated a 1.5°C climate scenario, which has brought a lot of impact on the global economy and industry development (Henderson et al., 2020). At the same time, my client commissioned me to build a portfolio that complies with the 1.5°C climate scenario, and the shares must be included in the S&P 500 Net Zero 2050 Climate Transition ESG Index as of 30/09/2022. The total portfolio is $100,000, and the benchmark designates the S&P 500 Net Zero 2050 Climate Transition ESG Index. Because the investment horizon is short and only six weeks, I chose semi-active management in my portfolio management process, and the rebalancing method was selected as percentage rebalancing. Finally, based on macro and industry analysis and relative valuation and technical analysis of the corresponding stocks, I selected ten stocks: Starbucks Corporation, Tesla, Inc., Amgen Inc., Cisco Systems, Inc., Eversource Energy, The Coca-Cola Company, and Expeditors International of Washington, Inc., Trans Digm Group Incorporated, Netflix, Inc., S&P Global Inc. I calculated their respective shares using the Markowitz model and bought and rebalanced, but unfortunately, my portfolio did not work as expected. The sector index fell by 4.87% in the week of the investment term, but my portfolio fell by 7.45% and performed poorly. Among them, the collapse of Tesla due to special events and my previous judgment of Tesla were greatly affected, and although its share price was only 9.94%, its share price fell by 33.74%. Although the late-stage rebalancing gave me hope for the better, the short investment horizon became a significant obstacle to the improvement of my portfolio.

Downloads

Download data is not yet available.

References

Abramov, A., Radygin, A. and Chernova, M. (2015). Long-term portfolio investments: New insight into return and risk. Russian Journal of Economics, 1(3), pp.273–293. doi:10.1016/j.ruje.2015.12.001.

Barone, A. (2019). Abnormal Returns Differ, Positively or Negatively, from Expected Returns. [online] Investopedia. Available at: https://www.investopedia.com/terms/a/abnormalreturn.asp [Accessed 30 December 2022].

Bobrowsky, M. (2022). Tesla’s share price fell 65% in 2022, the largest annual decline in history. [online] The Wall Street Journal. Available at: https://cn.wsj.com/articles/%E7%89%B9%E6%96%AF%E6%8B%89%E8%82%A1%E4%BB%B7%E5%9C%A82022%E5%B9%B4%E4%B8%8B%E8%B7%8C65-%E5%88%9B%E5%8F%B2%E4%B8%8A%E6%9C%80%E5%A4%A7%E5%B9%B4%E5%BA%A6%E8%B7%8C%E5%B9%85-11672450808 [Accessed 31 December 2022].

Bodie, Z., Kane, A. and Marcus, A. (2018). Investments. New York [etc.]:McGraw-Hill/Irwin.

Bohl, L. and Frederick, R. (2021). Nuvama | Online Share Trading India | BSE Sensex Today Live | Indian Stock Market|Equity, Currency Derivatives. [online] Nuvama. Available at: https://www.nuvamawealth.com/investology/fundamental-analysis-218cf3/what-is-fundamental-analysis-in-stock-market-45347b [Accessed 10 January 2023].

Bown, C.P. and Dziczek, K. (2022). Why US allies are upset over electric vehicle subsidies in the Inflation Reduction Act | PIIE. [online] www.piie.com. Available at: https://www.piie.com/blogs/realtime-economics/why-us-allies-are-upset-over-electric-vehicle-subsidies-inflation.

Carton, B. and Natal, J.-M. (2022). Further Delays in Climate Policy Could Hurt Economic Growth. [online] IMF. Available at: https://www.imf.org/zh/Blogs/Articles/2022/10/05/further-delaying-climate-policies-will-hurt-economic-growth [Accessed 13 December 2022].

CFA Institute. (n.d.). Portfolio Performance Evaluation. [online] Available at: https://www.cfainstitute.org/en/membership/professional-development/refresher-readings/portfolio-performance-evaluation.

Chen, J. (2021). Systematic Risk. [online] Investopedia. Available at: https://www.investopedia.com/terms/s/systematicrisk.asp [Accessed 27 December 2022].

Coca Cola (2022). The Coca-Cola Company. [online] The Coca-Cola Company. Available at: https://www.coca-colacompany.com/ [Accessed 25 Dec. 2022].

cycles, T. text provides general information S. assumes no liability for the information given being complete or correct D. to varying update and Text, SCDM up-to-Date DTR in the (2022). Topic: Tesla. [online] Statista. Available at: https://www.statista.com/topics/2086/tesla/#topicOverview.

Damodaran, A. (2022). Return on Equity. [online] Nyu.edu. Available at: https://pages.stern.nyu.edu/~adamodar/New_Home_Page/datafile/roe.html [Accessed 29 Dec. 2022].

Du, S., Sun, Y., Hu, Y. and Lu, Z. (2019) ‘Implementation of Markowitz Mean- Variance Model Based on Matrix-Valued Factor Algorithm’, 2019 IEEE 5th Intl Conference on Big Data Security on Cloud (BigDataSecurity), IEEE Intl Conference on High Performance and Smart Computing, (HPSC) and IEEE Intl Conference on Intelligent Data and Security (IDS), Big Data Security on Cloud (BigDataSecurity), IEEE Intl Conference on High Performance and Smart Computing, (HPSC) and IEEE Intl Conference on Intelligent Data and Security (IDS), 2019 IEEE 5th Intl Conference on, pp. 85–89. doi: 10.1109/Big Data Security-HPSC-IDS.2019.00025 (Accessed: 11 January 2021)

European Commission (n.d.). Renewable energy directive. [online] energy.ec.europa.eu. Available at: https://energy.ec.europa.eu/topics/renewable-energy/renewable-energy-directive-targets-and-rules/renewable-energy-directive_en.

Gilligan, S.P. (2020). What is the Information Ratio? [online] Longs-Peak. Available at: https://longspeakadvisory.com/information-ratio/ [Accessed 3 January 2023].

Guerreiro, A. P. and Fonseca, C. M. (2020) ‘An analysis of the Hypervolume Sharpe-Ratio Indicator’, European Journal of Operational Research, 283(2), pp. 614–629. doi:10.1016/j.ejor.2019.11.023 (Accessed: 7 January 2023)

Hayes, A. (2019b). What to Know About the Treynor-Black Model. [online] Investopedia. Available at: https://www.investopedia.com/terms/t/treynorblack.asp [Accessed 19 December 2022].

Henderson, K., Pinner, D., Rogers, M., Smeets, B., Tryggestad, C. and vargas, D. (2020). How global business could mitigate climate change | McKinsey. [online] www.mckinsey.com. Available at: https://www.mckinsey.com/capabilities/sustainability/our-insights/climate-math-what-a-1-point-5-degree-pathway-would-take.

heyford, S. carther (2022). Rebalance Your Portfolio to Stay on Track. [online] Investopedia. Available at: https://www.investopedia.com/investing/rebalance-your-portfolio-stay-on-track/ [Accessed 27 December 2022].

IPCC PRESS RELEASE (2022). Press release. [online] www.ipcc.ch. Available at: https://www.ipcc.ch/report/ar6/wg3/resources/press/press-release [Accessed 18 December 2022].

IPCC (2019). Special Report on Climate Change and Land — IPCC site. [online] Ipcc.ch. Available at: https://www.ipcc.ch/srccl/ [Accessed 29 December 2022].

Maginn, J., Tuttle, D., McLeavey, D. and Pinto, J. (2007). Managing Investment

Portfolios. Hoboken, New Jersey: John Wiley & Sons, Inc. Majaski, C. (2019). The Difference Between Fundamental vs. Technical Analysis? [online] Investopedia. Available at: https://www.investopedia.com/ask/answers/difference-between-fundamental-and-technical-analysis/.

Marling, H. and Emanuelsson, S. (2012). The Markowitz Portfolio Theory.

Murphy, C. (2020b). Assessing a Stock’s Future With the Price-to-Earnings Ratio and PEG. [online] Investopedia. Available at: https://www.investopedia.com/investing/use-pe-ratio-and-peg-to-tell-stocks-future/ [Accessed 28 December 2022].

Nickolas, S. (2021). What does it mean if the correlation coefficient is positive, negative, or zero? [online] Investopedia. Available at: https://www.investopedia.com/ask/answers/032515/what-does-it-mean-if-correlation-coefficient-positive-negative-or-zero.asp [Accessed 27 December 2022].

Source: Pages.stern.nyu.edu, Return On Equity, 2022. (Damodaran, 2021)

Source: S&P 500 Sectors and Quotes — Trading View — UK, 2021

Source: finance.yahoo.com, 2023.

Torre, F. (2021). Intrinsic and Relative Valuation Methods. [online] torrefinancial.substack.com. Available at: https://torrefinancial.substack.com/p/intrinsic-and-relative-valuation [Accessed 7 January 2023].

Valamis (2018). Valamis. [online] Valamis. Available at: https://www.valamis.com/hub/performance-appraisal [Accessed 2 January 2023].

Yahoo Finance (2022). Yahoo Finance - Business Finance, Stock Market, Quotes, News. [online] Yahoo Finance. Available at: https://finance.yahoo.com/ [Accessed 29 December 2022].

Zandi, M. and Lafakis, C. (2022). Prepared by. [online] Available at: https://www.moodysanalytics.com/-/media/article/2022/assessing-the-macroeconomic-consequences-of-the-inflation-reduction-act-of-2022 [Accessed 30 December 2022].

Zenghelis, D. (2012). A strategy for restoring confidence and economic growth through green investment and innovation.

Downloads

Published

07-04-2024

Issue

Section

Arcicles

How to Cite

Wang, Y. (2024). Practical Analysis of Stock Market Under ESG. International Journal of Global Economics and Management, 2(2), 181-193. https://doi.org/10.62051/ijgem.v2n2.25