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| Title: | 整合ESG之價值、成長、動能投資策略 - 日本市場之探討
ESG Integration with Value, Growth, and Momentum Strategies in Japan Market |
| Authors: | 楊紹謙
Yang, Shao-Chien |
| Contributors: | 楊曉文
Yang, Sheau-Wen
楊紹謙
Yang, Shao-Chien |
| Keywords: | 投資策略
ESG整合投資
ESG權重調整
Investment strategy
ESG integration
ESG tilt |
| Date: | 2021 |
| Issue Date: | 2021-08-04 14:50:53 (UTC+8) |
| Abstract: | 本研究主要探討在日經225股票池中，將ESG融入價值、成長、動能等傳統投資策略，是否能有效提升績效。本研究參考Kaiser (2018, 2020)的分析架構，並使用Thomson Reuters Eikon ESG資料庫。首先，將ESG分數對市值與產業進行迴歸，發現市值並無顯著影響ESG分數，但影響ESG分數的產業不盡相同，而後發現以未經產業調整的ESG分數所建立的Good投組表現較好，且在日本市場ESG分數越好的公司的確有較高的報酬，因此將觀察若將ESG融入投資策略，是否能提升報酬或降低波動度。價值、成長投資策略參考Morningstar Style Box Methodology (2008)，動能策略則參考Asness et al. (2013)的方法編制，結果顯示在日本市場存在價值溢酬，惟動能溢酬則否。隨後在各投資策略中進行ESG integration與ESG tilt權重調整，無論是價值、成長或動能投資策略，融入ESG後均能提升投組的風險調整後報酬。最後，利用五因子模型比較融入ESG後與原始投組的差異，發現大部分的投組並沒有較低的風險調整後的異常報酬(alpha)，且在成長投資策略中融入ESG能顯著降低系統性風險，期許本研究能成為推動ESG投資的助力。
This thesis foucses on whether integrating ESG into investment strategies such as value, growth, and momentum in Japanese market (Nikkei 225) can enhance the portfolios’ performance. This thesis refers to the analysis process of Kaiser (2018, 2020), while using the ESG data of Thomson Reuters Eikon. First, we regress ESG score on the firm size and industry, showing that the relation between ESG scores and firm size does not exist, but the relation between ESG scores and industries is mixed, then discovering that the portfolio with ESG scores without industry-adjusted shows better performance. Therefore, we then want to figure out if integrating ESG into investing strategies can promote the return or reduce the volatility. Value and growth investing refers to Morningstar Style Box Methodology (2008), while momentum investing refers to Asness et al. (2013), and the results points out that the value spread does exist in Japanese market, while the momentum spread does not. However, after considering ESG integration and ESG tilt within aforementioned investment strategies, we find that it can substantially improve the risk-adjusted returns. Last, the Fama-French five factor model indicates that ESG integration does not come at a cost in comparison with the original strategic portfolio and can statistically reduce the systematic risk in the growth investment strategy. Hoping that this thesis can become a force of promoting ESG investment. |
| Reference: | 1.Albuquerque, R. et al. (2019). "Corporate Social Responsibility and Firm Risk: Theory and Empirical Evidence." Management Science 65(10): 4451-4469.
2.Amel-Zadeh, A. and G. Serafeim (2018). "Why and How Investors Use ESG Information: Evidence from a Global Survey." Financial Analysts Journal 74(3): 87-103.
3.Ammann, M. et al. (2011). "Corporate Governance and Firm Value: International Evidence." Journal of Empirical Finance 18(1): 36-55.
4.Artiach, T. et al. (2010). "The determinants of corporate sustainability performance." Accounting and Finance 50(1): 31-51.
5.Asness, C. S. et al. (2000). "Predicting Stock Returns Using Industry-Relative Firm Characteristics." SSRN Electronic Journal.
6.Asness, C. S. et al. (2013). "Value and Momentum Everywhere." The Jourmal of Finance 68(3): 929-985.
7.Bauer, R. and D. Hann (2010). "Corporate Environmental Management and Credit Risk" SSRN Electronic Journal.
8.Becchetti, L., et al. (2012). "Corporate Social Responsibility and Shareholder’s Value." Journal of Business Research 65(11): 1628-1635.
9.Cai, Y. et al. (2012). "Doing Well While Doing Bad? CSR in Controversial Industry Sectors." Journal of Business Ethics 108: 467-480.
10.Cajias, M. et al. (2014). "Can Investing in Corporate Social Responsibility Lower a Company’s Cost of Capital?" Studies in Economics and Finance 31(2): 202-222.
11.Carhart, M. M. (1997). "On Persistence in Mutual Fund Performance." The Jourmal of Finance 52(1): 57-82.
12.Chava, S. (2014). "Environmental Externalities and Cost of Capital." Management Science 60(9): 2223-2247.
13.Cho, E. et al. (2021). "Executives’ gender-diversity, education, and firm’s bankruptcy risk: Evidence from China" Journal of Behavioral and Experimental Finance 30.
14.Cornett, M. M. et al. (2016). "Greed or good deeds: An examination of the relation between corporate social responsibility and the financial performance of U.S. commercial banks around the financial crisis." Journal of Banking & Finance 70: 137-159.
15.Dhaliwal, D. S. et al. (2011). "Voluntary Nonfinancial Disclosure and the Cost of Equity Capital: The Initiation of Corporate Social Responsibility Reporting." The Accounting Reviwe 86(1): 59-100.
16.Drempetic, S. et al. (2020). "The Influence of Firm Size on the ESG Score: Corporate Sustainability Ratings Under Review." Journal of Business Ethics 167: 333-360.
17.Edmans, A. (2012). "The Link Between Job Satisfication and Firm Value, with Implications for Corporate Social Responsibility." Academy of Management Perspectives 26(4): 1-19.
18.Edmans, A. et al. (2014). "Employee Satisfaction, Labor Market Flexibility, and Stock Returns Around the World." Working Paper 20300.
19.El Ghoul, S. et al. (2011). "Does corporate social responsibility affect the cost of capital?" Journal of Banking & Finance 35(9): 2388-2406.
20.El Ghoul, S. et al. (2018). "Corporate Environmental Responsibility and the Cost of Capital: International Evidence" Journal of Business Ethics 149: 335-361.
21.Fama, E. F. and K. R. French (1993). "Common risk factors in the returns on stocks and bonds." The Jourmal of Financial Economics 33(1): 3-56.
22.Fama, E. F. and K. R. French (1998). "Value versus Growth: The International Evidence" The Jourmal of Finance 53(6): 1975-1999.
23.Fama, E. F. and K. R. French (2015). "A five-factor asset pricing model." The Jourmal of Finance 116(1): 1-22.
24.Fisher-Vanden, K and K. S. Thorburn (2011). "Voluntary Corporate Environmental Initiatives and Shareholder Wealth." Journal of Environmental Economics and Management 62(3): 430-445.
25.Flammer, C. (2013). "Corporate Social Responsibility and Shareholder Reaction: The Environmental Awareness of Investors." Academy of Management Journal 56: 758-781.
26.Friede, G. et al. (2015). "ESG and financial performance: aggregated evidence from more than 2000 empirical studies." Journal of Sustainable Finance & Investment 5(4): 210-233.
27.Garcia-Castro, R. (2010). "Does Social Performance Really Lead to Financial Performance? Accounting for Endogenity." Journal of Business Ethics 92: 107-126.
28.Giroud, X. and H. M. Mueller (2011). "Corporate Governance, Product Market Competition, and Equity Prices." The Journal of Finance 66(2): 563-600.
29.Gompers, P. et al. (2003). "Corporate Governance and Equity Prices." The Quarterly Journal of Economics 18(1): 107-156.
30.Goss, A. and G. S. Roberts (2011). "The impact of corporate social responsibility on the cost of the bank loans." Journal of Banking & Finance 35: 1794-1810.
31.Guenster, N. et al. (2011). "The Economic Value of Corporate Eco-Efficiency" European Financial Management 17(4): 679-704.
32.Huang, C. J. et al. (2020). "Does CSR Materiality Affect Financial Performance in Taiwan?" Jourmal of Financial Studies 28(4): 59-109.
33.Jegadeesh, N. (1990). "Evidence of Predictable Behavior of Security Returns." The Journal of Finance 45(3): 881-898.
34.Jegadeesh, N. and S. Titman (1993). "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency." The Jourmal of Finance 48(1): 65-91.
35.Jiao, Y. (2010). "Stakeholder welfare and firm value." Journal of Banking & Finance 34(10): 2549-2561.
36.Jo, H. and M. A. Harjoto (2011). "Corporate Governance and Firm Value: The Impact of Corporate Social Responsibility." Journal of Business Ethics 103: 351-383.
37.Johnson, S. A. et al. (2009). "A Reexamination of Corporate Governance and Equity Prices." The Review of Financial Studies 22(11): 4753-4786.
38.Kaiser, L. (2018, 2020). "ESG Integration: Value, Growth, and Momentum." Journal of Asset Management 21: 32-51.
39.Khan, M. et al. (2016). "Corporate Sustainability: First Evidence on Materiality." The Accounting Review 91(6): 1697-1724.
40.Kok, U. W. et al. (2017). "Facts about Formulaic Value Investing." Financial Analysts Journal 73(2): 81-99.
41.Lakonishok, J. et al. (1994). "Contraian Investment, Extrapolation, and Risk." The Journal of Finance 49(5): 1541-1578.
42.Lee, D. D. and R. W. Faff (2009). "Corporate Sustainability Performance and Idiosyncratic Risk: A Global Perspective." The Financial Review 44: 213-237.
43.Lehmann, B. N. (1990). "Fads, Martingales, and Market Efficiency." The Quarterly Journal of Economics 105(1): 1-28.
44.McWilliams, A. and D. Siegel (2000). "Corporate Social Responsibility and Financial Performance: Correlation or Misspecification?" Strategic Management Journal 21(5): 603-609.
45.Nagy, Z. et al. (2016). "Can ESG Add Alpha? An Analysis of ESG Tilt and Momentum Strategies." The Journal of Investing 25(2): 113-124.
46.Novy-Marx, R. (2013). "The other side of value: The gross profitability premium." Jourmal of Financial Economics 108(1): 1-28.
47.Padysak, M. (2020). "ESG scores and price Momentum are more than compatible." SSRN Electronic Journal.
48.Peillex, J. et al. (2021). "Does it Pay to Invest in Japanese Women? Evidence from the MSCI Japan Empowering Women Index." Journal of Business Ethics 170: 595-613.
49.Sassen, R. et al. (2016). "Impact of ESG Factors on Firm Risk in Europe." Journal of Business Economics 86(8): 867-904.
50.Servaes, H. and A. Tamayo (2013). "The Impact of Corporate Social Responsibility on Firm Value: The Role of Customer Awarness." Management Science 59(5): 1045-1061.
51.Sharpe, W. F. (1964). "Capital Asset Prices: A Theory of Market Equilibrium under Conditions of Risk." The Journal of Finance 19(3): 425-442.
52.Statman, M. and D. Glushkov (2009). "The Wages of Social Responsibility." Financial Analysts Journal 65(4): 33-46.
53.Takahashi, H. and K. Yamada (2021). "When the Japanese Stock Market COVID-19: Impact of Ownership, China and US Exposure, and ESG Channels." International Review of Financial Analysis.
54.Titman, S. et al. (2004). "Capital Investments and Stock Returns." Jourmal of Financial and Quantitative Analysis 39(4): 677-700.
55.Trinks, P. J. and B. Scholtens (2017). "The Opportunity Cost of Negative Screening in Socially Responsible Investing." Journal of Business Ethics 140: 193-208.
56.Verwijmeren, P. and J. Derwall (2010). "Employee well-being, firm leverage, and bankruptcy risk." Journal of Banking & Finance 34(5): 956-964.
57.Wu, M. W. and C. H. Shen (2013). "Corporate social responsibility in the banking industry: Motives and financial performance." Journal of Banking & Finance 37(9): 3529-3547.
58.Ziegler, A. et al. (2007). "The Effect of Environmental and Social Performance on the Stock Performance of European Corporations." Environmental and Resource Economics 37: 661-680.
二、調查報告
1. Global Sustainable Investment Alliance, 2018 Global Sustainable Investment Review.
2. Government Pension Investment Fund, FY2019 ESG Report.
3. Japan Sustainable Investment Forum, Sustainable Investment Survey in Japan 2020. |
| Description: | 碩士
國立政治大學
金融學系
108352018 |
| Source URI: | http://thesis.lib.nccu.edu.tw/record/#G0108352018 |
| Data Type: | thesis |
| DOI: | 10.6814/NCCU202101138 |
| Appears in Collections: | [金融學系] 學位論文
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