從企業社會責任報告中找尋影響力議題--以S&P1500為例

以作者查詢圖書館館藏

、以作者查詢臺灣博碩士

、以作者查詢全國書目

、勘誤回報

、線上人數：93

、訪客IP：18.218.75.222

姓名

楊琬渝(Wan-Yu Yang) 查詢紙本館藏

畢業系所

企業管理學系

論文名稱

從企業社會責任報告中找尋影響力議題--以S&P1500為例
(Identifying topics on social impact from S&P1500 CSR/ESG reports)

相關論文

★ 以衛星資訊建立預測玉米產量之模型	★ 以衛星資料預測天災及期貨價格變化
★ 以正義理論與計畫行為理論探討音樂類眾籌資助者資助與分享意圖	★ 使用MFCC特徵提取技術結合LSTM 模型之股價預測—以特斯拉股價為例
★ 消費者是否願意以溢價購買環保商品 – 以Nike環保球鞋為例

檔案

[Endnote RIS 格式]

[Bibtex 格式]

[相關文章]

[文章引用]

[完整記錄]

[館藏目錄]

至系統瀏覽論文 ( 永不開放)

摘要(中)

衡量一個組織社會影響力的標準其實在理論和經驗上都沒有得到充分的發展，那麼社會影響力到底該包含什麼？由於社會影響力的主觀、甚至難以被界定跟衡量，至今大家沒有一致的意見，正因為如此，我們希望讓企業家了解現今企業界提到社會影響力時都在談論什麼熱門的主題。
本研究使用美國S&P 1500的CSR/ESG報告書，利用隱含狄利克雷分布分析主題，並藉由主題連貫性分數確認主題數量，亦提升主題連貫性分數至0.482，而實驗結果分析出的五個熱門話題分別是“Safety and Health Initiatives in Education”、 “Brand Equity”、 “Water Economy”、 “Community-based supports and services ”、 “Social Business”，本研究命名主題的過程除了參考了兩本能代表社會影響力的書籍，還另請其他研究人員獨立為其命名，皆與以往的研究不同，且此方法更加客觀。

摘要(英)

The standard of measuring the social impact of an organization is actually not fully developed in theory and practice. Then what should be contained in social impact? As the social impact is subjective, and even hard to be defined and measured, there is no consensus on it to-date. Therefore, we expect to let the entrepreneur know what′s the trending topic when mentioning the social impact in the business community.
This study uses the CSR/ESG report of S&P 1500, and uses the Latent Dirichlet Allocation to analyze the topics. We confirmed the number of topics with the topic coherence score, and also improved the topic coherence score to 0.482. The five topics analyzed by the experimental results are "Safety and Health Initiatives in Education", "Brand Equity", "Water Economy", "Community-based supports and services", "Social Business". The process of naming the subject of this research not only refers to two books which can represent the social impact, and also invites other researchers to name it independently, both are different from previous researchers, and would be more objective as well.

關鍵字(中)

★ 企業社會責任
★ 社會影響力
★ 隱含狄利克雷分布
★ 標準普爾1500指數
★ 主題連貫性
★ 永續發展目標

關鍵字(英)

★ social impact
★ LDA
★ topic analysis
★ Corporate Social Responsibility
★ S&P 1500
★ topic coherence
★ sustainability

論文目次

摘要 viii
Abstract ix
誌謝 x
目錄 xi
圖目錄 xiii
表目錄 xiv
第一章緒論 1
1-1 研究背景 1
1-2 研究動機 3
1-3 研究目的 4
1-4 研究架構 5
第二章文獻探討 6
2-1 社會影響力 6
2-2 企業社會責任 9
2-3 主題分析 13
第三章研究方法 15
3-1 研究流程 15
3-2 隱含狄利克雷分布 16
3-3 主題連貫性 20
3-4 主題命名 22
第四章研究實驗 24
4-1 資料蒐集 24
4-2 資料前處理 25
4-3 實驗結果與分析 28
第五章結論與未來研究之建議 36
5-1 研究結論 36
5-2 研究限制與未來建議 37
第六章參考文獻 38

參考文獻

第六章參考文獻
[1.] Du, S., Bhattacharya, C. B., & Sen, S. (2010). Maximizing business returns to corporate social responsibility (CSR): The role of CSR communication. International journal of management reviews, 12(1), 8-19.

[2.] Kim, M., Yin, X., & Lee, G. (2020). The effect of CSR on corporate image, customer citizenship behaviors, and customers’ long-term relationship orientation. International Journal of Hospitality Management, 88, 102520.

[3.] Barnett, M. L., Henriques, I., & Husted, B. W. (2020). Beyond good intentions: Designing CSR initiatives for greater social impact. Journal of Management, 46(6), 937-964.

[4.] Kaul, A., & Luo, J. (2019). From social responsibility to social impact: A framework and research agenda. Available at SSRN 3575027.

[5.] Rawhouser, H., Cummings, M., & Newbert, S. L. (2019). Social impact measurement: Current approaches and future directions for social entrepreneurship research. Entrepreneurship Theory and Practice, 43(1), 82-115.

[6.] García-Chiang, A. (2018). Corporate social responsibility in the Mexican oil industry: Social impact assessment as a tool for local development. International Journal of Corporate Social Responsibility, 3(1), 1-8.

[7.] Pulido, C. M., Ruiz-Eugenio, L., Redondo-Sama, G., & Villarejo-Carballido, B. (2020). A new application of social impact in social media for overcoming fake news in health. International journal of environmental research and public health, 17(7), 2430.

[8.] Blofield, M., Hoffmann, B., & Llanos, M. (2020). Assessing the political and social impact of the COVID-19 crisis in Latin America.

[9.] Latané, B. (1981). The psychology of social impact. American psychologist, 36(4), 343.

[10.] Esteves, A. M., Franks, D., & Vanclay, F. (2012). Social impact assessment: the state of the art. Impact Assessment and Project Appraisal, 30(1), 34-42.

[11.] Vanclay, F. (2003). International principles for social impact assessment. Impact Assessment and Project Appraisal, 21(1), 5-12.

[12.] Mancini, L., & Sala, S. (2018). Social impact assessment in the mining sector: Review and comparison of indicators frameworks. Resources Policy, 57, 98-111.

[13.] Das, S. K., Balakrishnan, V., & Vasudevan, D. (2006). Alcohol: its health and social impact in India. National Medical Journal of India, 19(2), 94.

[14.] O′carroll, C., Harmon, C., & Farrell, L. (2006). The economic and social impact of higher education.

[15.] Sheldon, O. (1924). The Philosophy of Management. Pitman.

[16.] Carroll, A. B. (1991). The pyramid of corporate social responsibility: Toward the moral management of organizational stakeholders. Business horizons, 34(4), 39-48.

[17.] Gillan, S. L., Koch, A., & Starks, L. T. (2021). Firms and social responsibility: A review of ESG and CSR research in corporate finance. Journal of Corporate Finance, 66, 101889.

[18.] Garcia, A. S., Mendes-Da-Silva, W., & Orsato, R. J. (2017). Sensitive industries produce better ESG performance: Evidence from emerging markets. Journal of cleaner production, 150, 135-147.

[19.] Ali, W., Frynas, J. G., & Mahmood, Z. (2017). Determinants of corporate social responsibility (CSR) disclosure in developed and developing countries: A literature review. Corporate Social Responsibility and Environmental Management, 24(4), 273-294.

[20.] Lai, C.-S., Chiu, C.-J., Yang, C.-F., & Pai, D.-C. (2010). The effects of corporate social responsibility on brand performance: The mediating effect of industrial brand equity and corporate reputation. Journal of business ethics, 95(3), 457-469.

[21.] Hsu, K.-T. (2012). The advertising effects of corporate social responsibility on corporate reputation and brand equity: Evidence from the life insurance industry in Taiwan. Journal of business ethics, 109(2), 189-201.

[22.] Lee, K.-H., & Shin, D. (2010). Consumers’ responses to CSR activities: The linkage between increased awareness and purchase intention. Public Relations Review, 36(2), 193-195.

[23.] Singh, K., & Misra, M. (2021). Linking corporate social responsibility (CSR) and organizational performance: The moderating effect of corporate reputation. European Research on Management and Business Economics, 27(1), 100139.

[24.] Bae, K.-H., El Ghoul, S., Gong, Z. J., & Guedhami, O. (2021). Does CSR matter in times of crisis? Evidence from the COVID-19 pandemic. Journal of Corporate Finance, 67, 101876.

[25.] Crane, A., & Matten, D. (2020). COVID‐19 and the future of CSR research. Journal of Management Studies.

[26.] Nirino, N., Santoro, G., Miglietta, N., & Quaglia, R. (2021). Corporate controversies and company′s financial performance: Exploring the moderating role of ESG practices. Technological Forecasting and Social Change, 162, 120341.

[27.] Weston, P., & Nnadi, M. (2021). Evaluation of strategic and financial variables of corporate sustainability and ESG policies on corporate finance performance. Journal of Sustainable Finance & Investment, 1-17.

[28.] Gutsche, R., Schulz, J.-F., & Gratwοhl, Μ. (2017). Firm-value effects of CSR disclosure and CSR performance. EFMA-Conference proceedings,

[29.] Papadimitriou, C. H., Raghavan, P., Tamaki, H., & Vempala, S. (2000). Latent semantic indexing: A probabilistic analysis. Journal of Computer and System Sciences, 61(2), 217-235.

[30.] Blei, D. M., Ng, A. Y., & Jordan, M. I. (2003). Latent dirichlet allocation. Journal of machine Learning research, 3(Jan), 993-1022.

[31.] Jung, Y., & Suh, Y. (2019). Mining the voice of employees: A text mining approach to identifying and analyzing job satisfaction factors from online employee reviews. Decision Support Systems, 123, 113074.

[32.] Gjerstad, P., Meyn, P. F., Molnár, P., & Næss, T. D. (2021). Do President Trump′s tweets affect financial markets? Decision Support Systems, 147, 113577.

[33.] Noto, G., Lo Verso, A. C., & Barresi, G. (2021). What is the performance in public hospitals? A longitudinal analysis of performance plans through topic modeling. BMC health services research, 21(1), 1-11.

[34.] Goloshchapova, I., Poon, S.-H., Pritchard, M., & Reed, P. (2019). Corporate social responsibility reports: topic analysis and big data approach. The European Journal of Finance, 25(17), 1637-1654.

[35.] Syed, S., & Spruit, M. (2017). Full-text or abstract? Examining topic coherence scores using latent dirichlet allocation. 2017 IEEE International conference on data science and advanced analytics (DSAA),

[36.] Alash, H. M., & Al-Sultany, G. A. (2020). Improve topic modeling algorithms based on Twitter hashtags. Journal of Physics: Conference Series,

[37.] Newman, D., Lau, J. H., Grieser, K., & Baldwin, T. (2010). Automatic evaluation of topic coherence. Human language technologies: The 2010 annual conference of the North American chapter of the association for computational linguistics,

[38.] Röder, M., Both, A., & Hinneburg, A. (2015). Exploring the space of topic coherence measures. Proceedings of the eighth ACM international conference on Web search and data mining,

[39.] Guo, Y., Barnes, S. J., & Jia, Q. (2017). Mining meaning from online ratings and reviews: Tourist satisfaction analysis using latent dirichlet allocation. Tourism management, 59, 467-483.

[40.] Alam, M. H., Ryu, W.-J., & Lee, S. (2016). Joint multi-grain topic sentiment: modeling semantic aspects for online reviews. Information Sciences, 339, 206-223.

[41.] Tijare, P., & Rani, P. J. (2020). Exploring popular topic models. Journal of Physics: Conference Series,

[42.] Hao, H., Zhang, K., Wang, W., & Gao, G. (2017). A tale of two countries: International comparison of online doctor reviews between China and the United States. International journal of medical informatics, 99, 37-44.

[43.] Carothers, R., Breslin, C., Denomy, J., & Foad, M. (2010). Promoting occupational safety and health for working children through microfinance programming. International journal of occupational and environmental health, 16(2), 164-174.

[44.] Iqbal, F., Qureshi, A., Shahid, N., & Khalid, B. (2013). Impact of Corporate Social Responsibility on Brand Equity Thesis for: MBA Marketing, University of Bradford].

[45.] Kabir, M. R. (2014). Social impact assessment of water pollution: a case study on Bangshi River, Savar BRAC University].

[46.] Siegler, E. L., Lama, S. D., Knight, M. G., Laureano, E., & Reid, M. C. (2015). Community-based supports and services for older adults: A primer for clinicians. Journal of geriatrics, 2015.

[47.] Yusriadi, Y. (2021). Economic and Social Impacts of Social Entrepreneurship Implementation Service to Community.

[48.] Misbauddin, S., & Nabi, M. N. U. (2019). Internationalization of social business: toward a comprehensive conceptual understanding. In Societal Entrepreneurship and Competitiveness. Emerald Publishing Limited.

指導教授

許秉瑜陳以錚

審核日期

2022-6-30

推文