簡易檢索 / 詳目顯示

研究生: 李承瑋
Li, Cheng-Wei
論文名稱: 台灣股市投資人之處分效果實證:結合學習效果、投資人情緒與波動度
An Empirical Study on Disposition Effect In Taiwan Stock Market:Combining Learning Effect, Investor Sentiment and Volatility
指導教授: 周德瑋
Chou, De-Wai
口試委員: 陳達新
Chen, Dar-Hsin
詹佳縈
Chan, Chia-Ying
周德瑋
Chou, De-Wai
口試日期: 2022/06/29
學位類別: 碩士
Master
系所名稱: 管理研究所
Graduate Institute of Management
論文出版年: 2022
畢業學年度: 110
語文別: 中文
論文頁數: 51
中文關鍵詞: 處分效果學習效果投資人情緒波動度Panel Data迴歸模型
英文關鍵詞: Disposition Effect, Learning Effect, Investor Sentiment, Volatility, Panel Data Regression
研究方法: 母體平均數檢定法迴歸分析法
DOI URL: http://doi.org/10.6345/NTNU202200737
論文種類: 學術論文
相關次數: 點閱:163下載:29
分享至:
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報
  • 本研究旨在探討行為偏誤中的處分效果與學習效果之間的關聯性,同時分析投資人
    情緒與波動度對處分效果是否具有顯著影響。本研究之研究期間將劃分為非疫情與疫情
    期間,資料來源挑選在研究期間內曾被納入過元大台灣 50 之成分股共計 66 檔股票作為
    樣本,並將投資人類型區分為散戶、外資、投信與自營商,使用 Panel Data 迴歸模型中
    的固定效果模型與隨機效果模型對不同類型之投資人進行分析。實證結果發現,在非疫
    情期間下之散戶與自營商具有處分效果傾向,疫情期間下則是各類型投資人皆具有處分
    效果,且處分程度之排序由大至小皆為:散戶、自營商、外資、投信,而處分效果提升
    程度由大至小依序為:外資、投信、散戶、自營商。在投資人情緒變數中,三大法人買
    賣超金額與券資餘額比皆與處分效果呈現顯著正相關,但本研究較支持以專業機構投資
    人為數據來源的三大法人買賣超金額之實證結果,且其迴歸係數與顯著程度皆較券資餘
    額比來得有力。而波動幅度在非疫情期間下,對於散戶與自營商顯示為顯著負相關,但
    其影響力有限,而在疫情期間時則對各類型投資人則無一致的解釋。

    The study aims to examine the relation between the disposition effect and learning effect in nonrational behavior, also analyze whether investor sentiment and volatility have a significant impact on the disposition effect. The research period of this study will be divided into non-epidemic and epidemic period, the data sources are select form Yuanta Taiwan Top 50 ETF, and divide the types of investors into retail investors, foreign investors, investment trust and dealers, use the fixed effect model and random effect model of the Panel Data regression model to analyze different types of investors. The empirical results show that during the non-epidemic period, retail investors and dealers tended to have disposition effects, while during the epidemic period, all types of investors had disposition effects, and the order of disposition effects from large to small is: retail investors, dealers, foreign investors, investment trust, and the degree of rising of the disposition effect is: foreign investors, investment trust, retail investors, and dealers. Among the variables of investor sentiment, there are significantly positive relationship between Institution Investment OverBuy / OverSell, RGZ Ratio and disposition effect. However, our study supports the empirical results of the Institution Investment OverBuy / OverSell with professional institutional investors as the data source, and its regression coefficient and significance degree is stronger than the RGZ Ratio. During the non-epidemic period, there is a significant negative relationship between the Average True Range and disposition effect for retail investors and dealers, but its influence is limited. However, during the epidemic period, there is no consistent explanation for all types of investors.

    第壹章 緒論 1 第一節 研究背景 1 第二節 研究動機 3 第三節 研究目的 4 第四節 研究架構 5 第貳章 文獻回顧 6 第一節 處分效果 6 第二節 學習效果 11 第三節 投資人情緒 13 第參章 研究方法 16 第一節 研究期間與樣本資料 16 第二節 研究假說 18 第三節 母體平均數檢定 21 第四節 迴歸模型 23 第五節 研究變數說明 27 第肆章 實證結果與分析 31 第一節 處分效果之實證結果 31 第二節 迴歸模型之實證結果 36 第伍章 結論與建議 45 參考文獻 48

    林秉瑋,2002,台灣股市散戶投資人處分效果之實證研究,朝陽科技大學財務金融所碩士論文。
    林俊亨,2010,台灣期貨市場投資人處分效果之驗證,國立宜蘭大學應用經濟學研究所碩士論文
    吳億亭,2013金融危機事件對亞洲地區股票市場的報酬與波動性之影響,靜宜大學企業管理研究所碩士論文
    周賓凰、張宇志、林美珍,2019,投資人情緒與股票報酬互動關係,行為財務學特別專刊,153-190。
    黃劍鈺、徐中琦,2010,台灣散戶投資人與機構法人處分效果之研究:考量資訊揭露、股票風險與投資人情緒之實證結果,中華商管科技期刊(Commerce & Management Quarterly),11(1),109-138。
    楊智軒,2013,股票市場上投資人交易之學習效果,淡江大學財務金融研究所碩士論文。
    楊鈞凱,2017,投資人行為與學習效果之研究:以處分效果和過度自信為例,國立臺灣師範大學管理研究所碩士論文。
    陳汀鏗,2008,散戶投資人在同股票與產業交易經驗的學習效果,暨南大學財務金融研究所碩士論文。
    劉清標、林筱鳳、陳宏榮,2017,股票報酬與投資人情緒之預測,財金論文叢刊,26,1-18。
    鄭高輯,2009,投資人情緒對投機型股票報酬之影響,台北大學企業管理碩研究所士論文。
    Arrow, K. (1962). The Economic Implications of Learning by Doing. Review of Economic Studies, 29,155-73.
    Abraham, A. & Ikenberry, D. L. (1994). The Individual Investor and the Weekend Effect. Journal of Financial and Quantitative Analysis, 29(2), 263-277.
    Andrade, E, B. & Ariely, D. (2009). The Enduring Impact of Transient Emotions on Decision Making. Organizational Behavior and Human Decision Processes.
    Black, F. (1976). Studies In Stock Price Volatility Changes. Proceedings of the Business and Economics Statistics Section, American Statistical Association, 177-181.
    Brown, G. W. & Cliff, M. T. (2004). Investor sentiment and the near-term stock market. Journal of Empirical Finance, 11, 1-27.
    Baker, M. & Wurgler, J. (2007). Investor Sentiment in the Stock Market. The Journal of Economic Perspectives, 21(2), 129-151.
    De Long, J. B., Shleifer, A., Summers, L. H. & Waldmann, R. J. (1990). Noise Trader Risk in Financial Markets. Journal of Political Economy, 98(4), 703-738.
    Dhar, R. & Zhu, N. 2002. Up Close and Personal: An Individual Level Analysis of the Disposition Effect. Yale ICF Working Paper.
    Fama, E. F. (1970). Efficient Capital Markets: A Review of Theory and Empirical Work. The Journal of Finance, 25(2), 383-417.
    Ferris, S. P., Haugen, R. A. & Makhija, A. K. (1988). Predicting Contemporary Volume with Historic Volume at Differential Price Levels: Evidence Supporting the Disposition Effect. The Journal of Finance, 43(3), 677-697.
    Frino, A., Johnstone, D. & Zheng, H. (2004). The propensity for local traders in futures markets to ride losses : Evidence of irrational or rational behavior. Journal of Banking & Finance, 28(2), 353-372.
    Feng, L. & Seasholes, M. S. (2005). Do Investor Sophistication and Trading Experience Eliminate Behavioral Biases in Financial Markets?. Review of Finance, 9, 305-351.
    Frazzini, A. & Lamont, O. A. (2008). Dumb Money: Mutual Fund Flows and the Cross-Section of Stock Returns. NBER Working Paper, w11526.
    Grossman, S. J., Kihlstrom, R. E. & Mirman, L. J. (1977). A Bayesian Approach to the Production of Information and Learning by Doing. Review of Economic Studies, 44, 533-47.
    Gervais, S. & Odean, T. (2001). Learning to Be Overconfident. Review of Financial Studies, 14(1), 1-27.
    Goo, Y. J., Chen, D. H., Chang, S. S. H. & Yeh, C. F. (2010). A Study of the Disposition Effect for Individual Investors in the Taiwan Stock Market. Emerging Markets Finance & Trade, 46(1), 108-119.
    Hollingworth, H. L. (1932). What Is Learning?. The Scientific Monthly, 35(1), 63-65.
    Hsiao, C. (1986). Analysis of panel data. Econometric Society Monographs, 11, Cambridge; New York and Sydney: Cambridge University Press.
    Kahneman, D. & Tversky, A. (1979). Prospect Theory: An Analysis of Decision Under Risk. Econometrica, 47(2), 263-292.
    Kandel, S., Ofer, A. R. & Sarig, O. (1993). Learning from Trading. The Review of Financial Studies, 6(3), 507-526.
    Kacperczyk, M., Sialm, C. & Zheng, L. (2005). On the industry concentration of actively managed equity mutual funds, Journal of Finance, 60, 1983-2012.
    Lakonishok, J., Smidt, S. (1986). Volume for Winners and Losers: Taxation and Other Motives for Stock Trading. The Journal of Finance, 41(4), 951-974.
    Li, H. C., Chao, H. L., Teng, Y. C. & Lai, S. C. (2013). How Different Types of Traders Behave in the Taiwan Futures Market. Journal of Futures Markets, 33, 1097-1117.
    Nanda, V., Narayanan, M, P. & Warther, V, A. (2000). Liquidity, investment ability, and mutual fund structure, Journal of financial economics, (57), 417-443.
    Nicolosi, G., Peng, L. & Zhu, N. (2009). Do Individual Investors Learn from Their Trading Experience?. Journal of Financial Markets, 12(2), 317-336.
    Odean, T. (1998). Are Investors Reluctant to Realize Their Losses?. The Journal of Finance , 53(5), 1775-1798.
    Schlarbaum, G. G., Lewellen, W. G. & Lease, R. C. (1978). Realized Returns on Common Stock Investments: The Experience of Individual Investors. The Journal of Business, 51(2), 299-325.
    Shefrin, H. & Statman, M. (1985). The disposition to sell winners too early and ride losers too long: Theory and evidence. The Journal of Finance, 40(3), 777-790.
    Shefrin, H. (2000). Beyond greed and fear. Harvard Business School Press.
    Shu, P. G., Yeh, Y. H., Chiu, S. B., & Chen, H. C. (2005). Are Taiwanese individual investors reluctant to realize their losses?. Pacific-Basin Finance Journal, 13(2), 201-223.
    Seru, A., Shumway, T. & Stoffman, N. (2010). Learning By Trading. The Review of Financial Studies, 23(2), 705-739.
    Schwert, G. W. (2011). Stock Volatility during the Recent Financial Crisis. European Financial Management, 17(5), 789-805.
    SCOTT, D. (2014). Knowledge and the curriculum. The Curriculum Journal, 1, 13–25.
    Wilder, J, W. (1978). New concepts in technical trading systems. Greensboro, NC: Trend Research.
    Weber, M., Camerer, C. F. (1998). The Disposition Effect in Securities Trading : An Experimental analysis. Journal Economic Behavior & Organization, (33), 167-184.
    Young, M. (2015). What is Learning and Why Does It Matter?. European Journal of Education, 50(1), 17-20.

    下載圖示
    QR CODE