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論文名稱 Title |
台灣 ESG 投資組合的建構與績效衡量 Construction and Evaluation of Taiwan ESG Investment Portfolio |
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系所名稱 Department |
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畢業學年期 Year, semester |
語文別 Language |
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學位類別 Degree |
頁數 Number of pages |
73 |
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研究生 Author |
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指導教授 Advisor |
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召集委員 Convenor |
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口試委員 Advisory Committee |
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口試日期 Date of Exam |
2018-06-15 |
繳交日期 Date of Submission |
2018-06-21 |
關鍵字 Keywords |
台灣永續指數、企業社會責任、道瓊永續指數、ESG(環境、社會、公司治理) Socially responsible investing, Corporate social responsibility, ESG |
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統計 Statistics |
本論文已被瀏覽 5938 次,被下載 100 次 The thesis/dissertation has been browsed 5938 times, has been downloaded 100 times. |
中文摘要 |
本篇研究主要目的是根據ESG分數來建構一個績效穩定的ESG投組,希望能透過投組的表現,引領政府、企業、投資人重視社會責任表現,提升台灣的社會責任投資發展。在文中,我們根據道瓊永續指數(DJSI)和社會責任報告書的各產業發布量,選擇在永續方面表現良好的七個產業做為樣本產業,另外也定義幾樣重要議題作為ESG選股準則,並根據此資訊來建構ESG資料庫與計算其分數。本篇總共建構三個ESG投組,分別為「同業最佳ESG投組」、「前30高ESG投組」、「菁英ESG投組」,其中「同業最佳ESG」是將ESG表現與同業比較,選出同業相對較佳的股票; 「前30高ESG」則是跨產業選出前30檔ESG表現佳的股票; 「菁英ESG」則結合上述兩者的特色,因而同時擁有產業表現最佳及跨產業最佳的30檔股票作為成分股。最終,在Fama-French三因子模型和Carhart四因子中加入社會責任因子(TMB因子)來評估投組績效。 研究結果發現,無論從累積報酬或夏普比率來看,菁英 ESG 的表現為三個投組中最佳的,而在「台灣永續指數回測期間」,其績效勝過台灣永續指數(標竿指數)。從因子模型的結果來看,社會責任因子在「台灣永續指數回測期間」表現也非常顯著且調整後R平方高達93.77%,代表社會責任因子可以充分解釋ESG投組的報酬表現。 |
Abstract |
The objective of this study is to construct a best-performing ESG (Environment, Social and Governance) portfolio, based on ESG scores. Hope to Encourage companies to attach importance to ESG performance and promote Taiwan’s socially responsible investing development. In this study, we select seven major industries into the ESG portfolios according to the constituents of the Dow Jones Sustainability Index (DJSI) and the number of Taiwan CSR reports. We identify several important issues as our ESG selection rules and use this information to build an ESG database and calculate scores. Finally, we extend the Fama-French three-factor & Carhart four-factor models by adding a socially responsible factor to evaluate ESG investment portfolios. The result shows that regardless of cumulative returns or Sharpe ratio, the Elite ESG portfolio is the best-performing among three kinds of ESG portfolios. When we add the FTSE4Good TIP Taiwan ESG Index as our benchmark in available benchmark back-testing period, the Elite ESG portfolio can still beat the benchmark. In terms of the extended Fama-French three-factor model, we find our new factor (TMB factor) is very significant in available benchmark back-testing period, and the adjusted R-squared values are all suitably high, meaning that socially responsible factors can adequately explain the return of an ESG portfolio. |
目次 Table of Contents |
Abstract Contents I. INTRODUCTION 1 1.1. BACKGROUND INFORMATION 1 1.1.1. Sustainable Investment 1 1.1.2. Socially Responsible Investing in Taiwan 4 1.2. PURPOSE OF RESEARCH 8 1.3. RESEARCH FRAMEWORK 8 II. LITERATURE REVIEW 9 2.1. SOCIALLY RESPONSIBLE INVESTING 9 2.2. PERFORMANCE ANALYSIS OF FUND 12 III. METHODOLOGY 16 3.1. ESG DATABASE CONSTRUCTION 16 3.1.1. ESG Selection Rule 17 3.1.2. Calculate ESG Score 20 3.2. CONSTRUCT THE ESG PORTFOLIO FOR BACK-TESTING 30 3.2.1. Benchmark Index 30 3.2.2. Construct ESG Portfolio 32 3.2.3. Construct Control Portfolio 35 3.2.4. Performance Analysis 35 IV. EMPIRICAL RESULTS AND INTERPRETATION 38 4.1. DATA 38 4.2. SAMPLE 38 4.3. EMPIRICAL RESULT-ESG PORTFOLIO 42 4.3.1. Components of ESG Portfolio 42 4.3.2. Cumulative Active Return 44 4.3.3. Result of Back-Testing Performance 47 4.3.4. Factor model -Extended from Fama-French’s Model 51 4.3.5. Turnover Rate 53 V. CONCLUSION 56 REFERENCES 60 APPENDIX: ESG INDICATORS DEFINITIONS 62 |
參考文獻 References |
1. English literature 【1】Brière, M., Peillex, J., and Ureche-Rangau, L. (2017). Do Social Responsibility Screens Matter When Assessing Mutual Fund Performance. Financial Analysts Journal, 73(3), 53-66. 【2】Capelle-Blancard, G., and Monjon, S. (2014). The Performance of Socially Responsible Funds: Does the Screening Process Matter? European Financial Management, 20(3), 494-520. 【3]De, I., and Clayman, M. R. (2015). The Benefits of Socially Responsible Investing An Active Manager's Perspective. The Journal of Investing, 24(4), 49-72. 【4]Fetsun, A., and Söhnholz, D. (2014). A Quantitative Approach to Responsible Investment: Using a ESG-Multifactor Models to Improve Equity Portfolios. Working Paper. 【5]Junkus, J., and Berry, T. D. (2015). Socially Responsible Investing: A Review of the Critical Issues. Managerial Finance, 41(11), 1176-1201. 【6】McGuinness, P. B., Vieito, J. P., and Wang, M. (2017). The role of board gender and foreign ownership in the CSR performance of Chinese listed firms. Journal of Corporate Finance, 42, 75-99. 【7】Shank, T. M., and Shockey, B. (2016). Investment strategies when selecting sustainable firms. Financial Services Review, 25(2), 199-214. 【8】Statman, M., and Glushkov. D. (2016). Classifying and measuring the performance of socially responsible mutual funds. The Journal of Portfolio Management, 42(2), 140-151. 2. 中文文獻 【1】巴安、林泉興、黃正忠(2016),「由GRI全球大會檢視ESG資訊揭露的核心價值及未來潮流」,證券服務,第 650期,35-38。 【2】吳壽山、葉淑玲、陳莉貞、劉美纓(2012),「我國辦理企業社會責任評鑑之可行性分析」,證券櫃檯,第160期,6-19。 【3】張元(2011),「社會責任公司有較高的股票報酬嗎?」,輔仁管理評論(社會企業專刊),第18卷第1期,79-118。 【4】曹耀鈞、許楊昇、林慧愉、陳佳鳳、廖惠珍(2007),「社會責任投資共同基金之績效檢視-台、日、星、港四域比較研究,證交資料,第544期, 2-24。 【5】許永聲、陳俊合、曾奕菱(2013),「企業社會責任與信用風險評等」,會計學報,第5卷第1期,1-26。 【6】許家偉(2012),「國內推動道瓊永續性指數(DJSI)現況與企業因應之道」,證券櫃檯,第160期,38-46。 【7】陳眉衣(2008),「影響投資人購買社會責任投資基金之因素」,碩士論文,中山公共事務管理所。 【8】詹場、柯文乾、池祥麟(2016),「CSR 能為公司經營策略帶來什麼好處?—來自世界頂級學術期刊之證據」,商略學報,第8卷第2期,77-86。 【9】曾莛堯(2016),「社會責任投資分析與永續價值評估」,碩士論文,中興財務金融所。 【10】黃正雄(2015),「我國中小企業社會責任之研究」,碩士論文,中山大學管理學院高階經營碩士學程在職專班。 【11】黃啟瑞、池祥麟、施懿宸(2016),「編製臺灣永續指數之必要性與迫切性評析」,證券服務,第651期,20-25。 【12】蔡豐清、陳樹、丁克華、林弘立、范志強、柯承恩、黃肇熙、葉銀華(2010),「專題研討二-企業社會責任與投資策略」,證券櫃檯, 98-101。 【13】黎彥成(2011),「採用ESG篩選準則對投資績效影響之研究」,碩士論文,中央財務金融所。 【14】鍾雨辰(2012),「台灣社會責任投資之績效分析」,碩士論文,中央財務金融所。 |
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