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研究生: 高聖皓
Kao, Sheng-Hao
論文名稱: 企業節能減碳與分析師盈餘預期偏誤
Corporate Carbon Reduction and Analysts’Earnings Forecast Bias
指導教授: 顏盟峯
Yen, Meng-Feng
學位類別: 碩士
Master
系所名稱: 管理學院 - 財務金融研究所
Graduate Institute of Finance
論文出版年: 2024
畢業學年度: 112
語文別: 中文
論文頁數: 55
中文關鍵詞: 企業減碳環境績效永續資訊分析師預期
外文關鍵詞: Corporate Carbon Reduction, Environmental Performance, Sustainability, Analysts’ Forecast Bias
相關次數: 點閱:101下載:18
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  • 氣候變遷已成為當前全球關注的重大議題。各國政府紛紛對此祭出相關法規與限制,要求企業減少碳排放,履行環境企業社會責任。在這樣的背景下,企業的節能減碳表現,如何影響券商分析師的盈餘預測,成為了本研究的重點。
    本文以 2019 年至 2023 年間台灣上市櫃公司為樣本,探討企業節能減碳績效與分析師盈餘預期偏誤之間的關係。研究採用台灣經濟新報(TEJ)數據庫中的溫室氣體排放指標作為企業節能減碳表現的主要探討變數,並以分析師預測每股盈餘與實際每股盈餘之差異來衡量預測偏誤。
    實證結果顯示,企業節能減碳績效越好,分析師的盈餘預測偏誤越小。當企業積極投入環保和節能減排措施時,不僅能夠降低自身的氣候營運風險,還能有效降低內外部的資訊不對稱。這使分析師在評估企業價值時,能更精準地預測其盈利表現。此外,本文還探討了無形資產強度以及產業特性在上述關係中的調節作用。研究結果發現公司的無形資產強度對券商分析師本身的預測偏誤具有負向調節效果。而高汙染產業對分析師之預測偏誤,也與假說方向相同,具有正向調節效果。惟兩調節效果皆沒有呈現顯著,無法在統計上證實彼此之間的關係。

    Climate change has become a major global concern, prompting governments to enact regulations requiring companies to reduce carbon emissions and fulfill their corporate social responsibilities. In this context, this study examines how a company's carbon reduction performance affects analysts' earnings forecasts.
    Using a sample of listed and OTC companies in Taiwan from 2019 to 2023, this study explores the relationship between corporate carbon reduction performance and analysts' earnings forecast bias. The results show that better corporate carbon reduction performance is associated with lower earnings forecast bias by analysts. When companies actively invest in environmental protection and emission reduction measures, they not only reduce their own climate-related operational risks but also effectively mitigate information asymmetry between internal and external parties, allowing analysts to predict profitability more accurately.
    Additionally, the study investigates the moderating effects of intangible asset intensity and industry characteristics on the main relationship. While the results suggest a negative moderating role of intangible assets and a positive moderating effect of high-pollution industries, these moderating effects are not statistically significant.
    Overall, the research demonstrates the importance of corporate carbon reduction, highlighting its role in enhancing corporate environmental responsibility, improving information transparency, and increasing pricing efficiency in the capital market.

    摘要 I 誌謝 VI 目錄 VIII 表目錄 IX 壹、緒論 1 1.1 研究背景與動機 1 1.2 研究結果與貢獻 4 貳、文獻探討與假說推導 5 參、研究方法 10 3.1 研究架構 10 3.2 資料來源 10 3.3 變數定義 11 3.4 模型設計 14 肆、實證結果 17 4.1 敘述性統計 17 4.2 相關係數分析 19 4.3 迴歸結果 21 4.4 其他額外測試 28 4.5 穩健性檢定 30 伍、結論 33 陸、參考文獻 35

    中文文獻
    林囿成、楊朝旭、孫文琦、邱美鳳,2015,無形資產資本化與財務分析師盈餘預測誤差之關聯性:論IFRS3與IAS38公報之影響,會計評論,第六十一期,37-76
    林美鳳、金成隆、張淑慧,2011,投資人情緒與分析師行為之關聯性研究,管理學報,第八卷第五期,447-474。
    林問一、賴紀誠,2010,券商分析師樂觀盈餘預測與所屬券商自營部門買賣超之關連性,會計與公司治理,第七卷第二期,1-18。
    張育琳,2017,減碳會增加公司價值嗎?兼論高階經理人現金紅利之調節效果,中華會計學刊,第十三卷一期,1-47。
    劉若蘭、溫宜潔與黃怡萍,2020,董監事法律責任保險訊息是否影響分析師盈餘預測品質,會計與公司治理,第十五卷第一期,1-28。
    賴紀誠、林問一、劉亞秋,2011,台灣股市券商分析師盈餘預測之利益衝突,臺大管理論叢,第二十二卷第一期,357-390。

    英文文獻
    Albuquerque, R., Koskinen, Y., and Zhang, C. (2019). Corporate social responsibility and firm risk: theory and empirical evidence. Management Science. 65(10), 4451-4469. https://doi.org/10.1287/mnsc.2018.3043
    Atkeson, A., and Kehoe, P. (2005). Modeling and measuring organization capital. Journal of Political Economy, 113(5), 1026-1053. https://doi.org/10.1086/431289
    Barron, O. E., Byard D., Kile, C., and Riedl, E. J. (2002). High-technology intangibles and analysts’ forecasts. Journal of Accounting Research, 40(2), 289-312. http://dx.doi.org/10.1111/1475-679X.00048
    Barth, M.E., Kasznik, R., and McNichols, M. F. (2001). Analyst coverage and intangible assets. Journal of Accounting Research, 39(1), 1-34. https://doi.org/10.1111/1475-679X.00001
    Berkan, A., Leonardo, B., and Stefano, M. (2021). Media coverage, corporate social irresponsibility conduct, and financial analysts' performance. Corporate Social Responsibility and Environmental Management, 28(5), 1456-1470. https://doi.org/10.1002/csr.2176
    Beyer, A., Cohen, D. A., Lys T. Z., and Walther, B. R., (2010). The financial reporting environment: Review of the recent literature. Journal of Accounting and Economics, 50(2-3), 296-343. https://doi.org/10.1016/j.jacceco.2010.10.003
    Boudt, K., Goeij, P. D., Thewissen, J. and Campenhout, G. V. (2015). Analysts' forecast error, a robust forecast model and its short-term trading profitability. Accounting and Finance, 55(3), 683-715. https://doi.org/10.1111/acfi.12076
    Bowen, H. R. (1953). Social responsibility of the businessman. New York: Harper and Row. https://doi.org/10.2307/j.ctt20q1w8f
    Brown, L. D. (2001). A temporal analysis of earnings surprise: Profits versus losses. Journal of Accounting Research. 39(2), 221–241. https://doi.org/10.1111/1475-679X.00010
    Cho, H., Choi, S., Hwang, L. S., and Lee, W. J. (2015). Asset growth and analysts' multi-period earnings forecasts. S&P Global Market Intelligence Research Paper Series. http://dx.doi.org/10.24056/KAR.2018.04.002
    Corrado, C., Hulten, C., and Sichel, D. (2009). Intangible capital and US economic growth. Review of Income and Wealth, 55(3), 661-685. https://doi.org/10.1111/j.1475-4991.2009.00343.x
    Cowan K., and Guzman, F., (2020). How CSR reputation, sustainability signals, and country-of-origin sustainability reputation contribute to corporate brand performance: An exploratory study. Journal of Business Research, 117, 689-693. https://doi.org/10.1016/j.jbusres.2018.11.017
    Dechow, P. M., and You, H. (2012). Analysts' Motives for Rounding EPS Forecasts. The Accounting Review, 87(6), 1939-1966. https://doi.org/10.2308/accr-50226
    Deng, X., Kang, J., and Low B.S. (2013). Corporate social responsibility and stakeholder value maximization: evidence from mergers. Journal of Financial Economics, 110(1), 87-109. https://doi.org/10.1016/j.jfineco.2013.04.014
    Dhaliwal, D. S., Radhakrishnan, S., Tsang, A., and Yang, Y. G. (2012). Nonfinancial disclosure and analyst forecast accuracy: International evidence on corporate social responsibility disclosure. The Accounting Review, 87(3), 723-759. https://doi.org/10.2308/accr-10218
    Dhaliwal, D. S., Radhakrishnan, S., Tsang, A., and Yang, Y. G. (2012). Nonfinancial disclosure and analyst forecast accuracy: international evidence on corporate social responsibility disclosure. The Accounting Review. 87 (3): 723–759. https://doi.org/10.2308/accr-10218
    Dichev, I. D., and Tang, V. W. (2009). Earnings volatility and earnings predictability. Journal of Accounting and Economics, 47(1-2), 160-181. https://doi.org/10.1016/j.jacceco.2008.09.005
    Dixon-Fowler, H. R., Slater, D. J., Johnson, J. L., Ellstrand, A. E., and Romi, A. M. (2013). Beyond “Does it Pay to be Green?” A meta-analysis of moderators of the CEP–CFP relationship. Journal of Business Ethics. 112(2), 353-366. https://doi.org/10.1007/s10551-012-1268-8
    Dong, R., Fisman, R., Wang, and Xu, Y. N. (2021). Air pollution, affect, and forecasting bias: Evidence from Chinese financial analysts. Journal of Financial Economics, 139(3), 971-984. https://doi.org/10.1016/j.jfineco.2019.12.004
    Duru, A., and Reeb, D. M. (2002). International diversification and analysts' forecast accuracy and bias. The Accounting Review, 77(2), 415-433. https://doi.org/10.2308/accr.2002.77.2.415
    Eccles R.G., Lee, L.-E., and Stroehle, J.C., (2020). The social origins of ESG: an analysis of innovest and KLD. Organization & Environment, 33(4), 575-596. https://doi.org/10.1177/1086026619888994
    Eccles, R. G., Ioannou, I., and Serafeim, G. (2014). The impact of corporate sustainability on organizational processes and performance. Management Science, 60(11), 2835-2857. https://doi.org/10.1287/mnsc.2014.1984
    Eisfeldt, A. L., & Papanikolaou, D. (2014). The value and ownership of intangible capital. American Economic Review, 104(5), 189-94. https://doi.org/10.1257/aer.104.5.189
    Eisfeldt, A. L., and Papanikolaou, D. (2013). Organization capital and the cross‐section of expected returns. The Journal of Finance, 68(4), 1365-1406. https://doi.org/10.1111/jofi.12034
    Elias, J., Almeida, F.D., and Kale, D. (2022). Disentangling the association between ESG and analysts’ forecasts. 22o USP International Conference in Accounting. https://doiorg.pse.is/anais101187
    Fama, E. F., and French, K. R. (1996). Multifactor explanations of asset pricing anomalies. The Journal of Finance, 51(1), 55-84. https://doi.org/10.1111/j.1540-6261.1996.tb05202.x
    Fatemi, A., Fooladi, I., and Tehranian, H. (2015). Valuation effects of corporate social responsibility. Journal of Banking & Finance, 59, 182-192. https://doi.org/10.1016/j.jbankfin.2015.04.028
    Ferrer, E., López-Arceiz, F. J., and Rio, C. (2020). Sustainability disclosure and financial analysts' accuracy: The European case. Business Strategy and the Environment, 29(8), 2939-2952. https://doi.org/10.1002/bse.2549
    Ferrer, E., Santamaría, R., and Suárez, N. (2020). Complexity is never simple: Intangible intensity and analyst accuracy. BRQ Business Research Quarterly, 25(2), 143-172. https://doi.org/10.1177/2340944420931871
    Francis, B., Mani, S. B., Sharma, Z., and Wu, Q. (2021). The impact of organization capital on firm innovation. Journal of Financial Stability, 53, 100829. https://doi.org/10.1016/j.jfs.2020.100829
    Gao, F., Dong, Y., Ni, C., and Fu, R. (2016). Determinants and economic consequences of non-financial disclosure quality. European Accounting Review, 25(2), 287-317. https://doi.org/10.1080/09638180.2015.1013049
    García-Sánchez, I. M., Gómez-Miranda, M. E., David, F., and Rodríguez-Ariza, L. (2019). Analyst coverage and forecast accuracy when CSR reports improve stakeholder engagement: The Global Reporting Initiative-International Finance Corporation disclosure strategy. Corporate Social Responsibility and Environmental Management, 26(6), 1392-1406. https://doi.org/10.1002/csr.1755
    Goud, N.N. (2022). Corporate governance: Does it matter management of carbon emission performance? An empirical analyses of Indian companies. Journal of Cleaner Production, 379, 134485. https://doi.org/10.1016/j.jclepro.2022.134485
    Griffin, P. A., Neururer, T., and Sun, E. Y. (2020). Environmental performance and analyst information processing costs. Journal of Corporate Finance. 61, 101397. https://doi.org/10.1016/j.jcorpfin.2018.08.008
    Gu F., and Wang, W. (2005). Intangible assets, information complexity, and analysts’ earnings forecasts. Journal of Business Finance & Accounting, 32(9-10), 1673-1702. https://doi.org/10.1111/j.0306-686X.2005.00644.x
    Gul, F. A., and Leung, S. (2004). Board leadership, outside directors’ expertise and voluntary corporate disclosures. Journal of Accounting and Public Policy, 23(5), 351-379. https://doi.org/10.1016/j.jaccpubpol.2004.07.001
    Guo Y., Yang, S., and Wang, Y., and Yi, Z. (2023). Star analysts’ voting in emerging market: a perspective of analysts’ optimistic bias. Emerging Markets Finance and Trade, 59(5), 1498-1518. https://doi.org/10.1080/1540496X.2022.2147783
    Han, B. H., and Manry, D., (2000). The implications of dispersion in analysts’ earnings forecasts for future ROE and future returns. Journal of Business Finance and Accounting, 27(1-2), 99-125. https://doi.org/10.1111/1468-5957.00307
    Heinberg, M., Ozkaya, H. E., and Taube, M. (2018). Do corporate image and reputation drive brand equity in India and China? Similarities and differences. Journal of Business Research, 86, 259-268. https://doi.org/10.1016/j.jbusres.2017.09.018
    Higgins, H. (2013). Can securities analysts forecast intangible firms’ earnings? International Journal of Forecasting, 29(1), 155-174. https://doi.org/10.1016/j.ijforecast.2012.06.005
    Hilary, G., and Hsu, C. (2013). Analyst Forecast Consistency Analyst Forecast Consistency. The Journal of Financial, 68(1), 271-297. https://doi.org/10.1111/j.1540-6261.2012.01800.x
    Hirst, D. E., and Hopkins, P. E. (1998). Comprehensive income reporting and analysts' valuation judgments. Journal of Accounting Research, 36, 47-75. https://doi.org/10.2307/2491306
    Hong H., and Kacperczyk, M. (2010). Competition and bias. Quarterly Journal of Economics, 125(4), 1683-1725. https://doi.org/10.1162/qjec.2010.125.4.1683
    Hope, O.-K. (2003). Accounting policy disclosures and analysts' forecasts. Contemporary Accounting Research, 20(2). 295-321. https://doi.org/10.1506/LA87-D1NF-BF06-FW1B
    Jackson, A. R. (2005). Trade generation, reputation, and sell-side analysts. The Journal of Finance. 60(2), 673-717. https://doi.org/10.1111/j.1540-6261.2005.00743.x
    Jarrett, J. E. (2019). Methods for evaluating the value of intangible assets. International Journal of Business and Data Analytics, 1(2), 145-155. https://doi.org/10.1504/IJBDA.2019.10025884
    Junior, G. G. G., Simões, J. J. F., Brandão, M. M., and Souza, A. A. D. (2019). Effects of intangibles on financial analysts' forecast. Revista Catarinense da Ciência Contábil, 18, 1-17. https://doi.org/10.16930/2237-766220192856
    Kim, H.-D., Park, K., and Song, K. R. (2021). Organization capital and analysts' forecasts. International Review of Economics & Finance, 71, 762-778. https://doi.org/10.1016/j.iref.2020.10.009
    Kim, S. A., and Kim, J. D. (2022). Voluntary carbon disclosure (VCD) strategy under the Korean ETS: with the interaction among carbon performance, foreign sales ratio and media visibility. International Journal of Environmental Research and Public Health.19(18), 11268. https://doi.org/10.3390/ijerph191811268
    Kumarasiri, J. (2017). Stakeholder pressure on carbon emissions: Strategies and the use of management accounting. Australasian Journal of Environmental Management, 24(4), 339-354. https://doi.org/10.1080/14486563.2017.1350210
    Kwon, S. S. (2002). Financial analysts' forecast accuracy and dispersion: high-tech versus low-tech stocks. Review of Quantitative Finance and Accounting, 19, 65-9. https://doi.org/10.1023/A:1015730325706
    Li, F. (2008). Annual report readability, current earnings, and earnings persistence. Journal of Accounting and Economics. 45(2-3), 221-247. https://doi.org/10.1016/j.jacceco.2008.02.003
    Li, J., and Zhang, H. (2022). Can Pollution Regulations Enable Key Industries to Reduce CO2 Emissions? — Empirical Evidence from China, Based on Green Innovative Technology Patents and Energy Efficiency Perspectives. Atmosphere, 14(1), 33-33. https://doi.org/10.3390/atmos14010033
    Lim, S.M., Wilmshurst, T.D., and Shimeld, S.F. (2010). Red Dust-there she blows-an environmental incident, corporate disclosure and legitimacy theory. Australasian Conference on Social and Environmental Accounting Research (CSEAR). 1-36. https://hdl.handle.net/102.100.100/526078
    Malik, M. (2015). Value-enhancing capabilities of CSR: A brief review of contemporary literature. Journal of Business Ethics, 127(2), 419-438. https://doi.org/10.1007/s10551-014-2051-9
    Mohammadi, M. A. D., Mardani, A., Khan, M. N. A. A., and Streimikiene, D. (2018). Corporate sustainability disclosure and market valuation in a Middle Eastern nation: Evidence from listed firms on the Tehran stock exchange: Sensitive industries versus non-sensitive industries. Economic Research-Ekonomska Istraživanja, 31(1), 1488-1511. https://doi.org/10.1080/1331677X.2018.1486722
    Nguyen, P. A., Kecskés, A., and Mansi, S. (2020). Does corporate social responsibility create shareholder value? The importance of long-term investors. Journal of Banking and Finance, 112, 105217. https://doi.org/10.1016/j.jbankfin.2017.09.013
    Nollet, J., Filis, G., Mitrokostas, E. (2016). Corporate social responsibility and financial performance: A non-linear and disaggregated approach. Economic Modelling, 52, 400-407. https://doi.org/10.1016/j.econmod.2015.09.019
    Nougaro, P. (2019). The influence of firm performance on management earnings forecasts accuracy. Erasmus University Rotterdam Erasmus School of Economics Master Thesis Accounting. https://thesis.eur.nl/pub/48385/Nougaro_12.07.pdf
    Pástor, Ľ., Stambaugh, R. F., and Taylor, L. A. (2021). Sustainable investing in equilibrium. Journal of Financial Economics, 142(2), 550-571. https://doi.org/10.1016/j.jfineco.2020.12.011
    Pedersen, L. H., Fitzgibbons, S., and Pomorski, L. (2021). Responsible investing: The ESG-efficient frontier. Journal of Financial Economics, 142(2), 572-597. https://doi.org/10.1016/j.jfineco.2020.11.001
    Rjiba, H., Saadi, S., Boubaker, S., and Ding, X. (2021). Annual report readability and the cost of equity capital. Journal of Corporate Finance, 67, 101902. https://doi.org/10.1016/j.jcorpfin.2021.101902
    Romito, S., and Vurro, C. (2020). Non-financial disclosure and information asymmetry: A stakeholder view on US listed firms. Corporate Social Responsibility and Environmental Management. 28(2), 595-605. https://doi.org/10.1002/csr.2071
    Schiemann F., and Sakhel, A. (2019). Carbon disclosure, contextual factors, and information asymmetry: the case of physical risk reporting. European Accounting Review. 28(4), 791-818. https://doi.org/10.1080/09638180.2018.1534600
    Schiemann, F. and Tietmeyer, R. (2022). ESG controversies, ESG disclosure and analyst forecast accuracy. International Review of Financial Analysis, 84, 102373. https://doi.org/10.1016/j.irfa.2022.102373
    Statman, M., and Glushkov, D. (2009). The wages of social responsibility. Financial Analysts Journal. 65(4), 33-46. https://doi.org/10.2469/faj.v65.n4.5
    Stroebel, J., and Wurgler, J. (2021). What do you think about climate finance? Journal of Financial Economics, 142(4), 87-498. https://doi.org/10.1016/j.jfineco.2021.08.004
    Tirodkar, M. (2022). Toxic expectations: analyst forecasts and firm pollution. The Journal of Impact and ESG Investing, 2(4), 78-95. https://doi.org/10.3905/jesg.2022.1.044
    Trinks, A., Ibikunle, G., Mulder, M., and Scholtens, B. (2022). Carbon intensity and the cost of equity capital. The Energy Journal, 43(2). https://doi.org/10.5547/01956574.43.2.atri
    Trumpp, C., and Günther, T. W. (2017). Too little or too much? Exploring U-shaped relationships between corporate environmental performance and corporate financial performance. Business Strategy and the Environment, 26(1), 49-68. https://doi.org/10.1002/bse.1900
    Yao, S., and Liang, H. (2019). Analyst following, environmental disclosure and cost of equity: research based on industry classification. Sustainability. 11(2), 300. https://doi.org/10.3390/su11020300
    Yuguo, J., Asante, D., Dan, C., and Jie, Z. (2021). Evaluation of low‐carbon competitiveness based on a system evaluation method: A case study of three chinese steel companies. Mathematical Problems in Engineering. 2021(1), 1-13. https://doi.org/10.1155/2021/6664216
    Zhang, C. P., Randhir, T. O., and Zhang, Y. (2018). Theory and practice of enterprise carbon assets management for climate change. Carbon Management. 9(1), 87-94. https://doi.org/10.1080/17583004.2018.1426329
    Zhang, X. F. (2006). Information uncertainty and analyst forecast behavior. Contemporary Accounting Research, 23(2), 565-590. https://doi.org/10.1506/92CB-P8G9-2A31-PV0R
    Zou, H., Xie, X., Qi, G., and Yang, M. (2019). The heterogeneous relationship between board social ties and corporate environmental responsibility in an emerging economy. Business Strategy and the Environment, 28(1), 40-52. https://doi.org/10.1002/bse.2180

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