소셜미디어 상의 ESG 트렌드 변화 분석: 코로나19 전후 X (구:Twitter) 데이터를 활용한 경영학적 통찰

키워드

참고문헌 (92)

1. Adel, M., "The effects of temporality on students’ Bloomberg certification performance during COVID", International Journal of Finance, 9(1), pp.43~53 (2024)
2. Albalawi, R., "Using topic modeling methods for short-text data : A comparative analysis", Frontiers Artificial Intelligence, 3, pp.42~ (2020)
3. Albuquerque, R., "Corporate social responsibility and firm risk : Theory and empirical evidence", Management science, 65(10), pp.4451~4469 (2019)
4. "What does ’woke’mean and why are some conservatives using it?" (2024)[URL]
5. Al-Zoubi, M. T., "Employees' Perception of Corporate Social Responsibility(CSR)and its Effect on Job Satisfaction", Journal of Social Research &Policy, 10(1) (2019)
6. Amel-Zadeh, A., "Why and how investors use ESG information : Evidence from a global survey", Financial Analysts Journal, 74(3), pp.87~103 (2018)
7. Anderson, A. A, "Effects of social media use on climate change opinion, knowledge, and behavior", Oxford Research Encyclopedia of Climate Science (2017)
8. Angioni, S., "Exploring environmental, social, and governance(ESG) discourse in news: An AI-powered investigation through knowledge graph analysis", IEEE Access (2024)
9. Ariffin, S. N. A. N., "Rule-based text normalization for Malay social media texts", International Journal of Advanced Computer Science and Applications, 11(10) (2020)
10. Aksoy, L., "Environmental, Social and Governance (ESG) metrics do not serve services customers: A missing link between sustainability metrics and customer perceptions of social innovation", Journal of Service Management, 33(4, pp.5) (2022), 565~577
11. Asmussen, C. B., "Smart literature review : A practical topic modelling approach to exploratory literature review", Journal of Big Data, 6, pp.93~ (2019)[DOI]
12. Bailey, E. R., "Authentic self-expression on social media is associated with greater subjective well-being", Nature Communications, 11(1), pp.1~9 (2020)
13. Basdekis, C., "Women’s participation in firms’management and their impact on financial performance : Pre-COVID-19 and COVID-19period evidence", Sustainability, 15(11), pp.86~ (2023)
14. Berg, F., "Aggregate confusion : The divergence of ESG ratings", Review of Finance, 26(6), pp.1315~1344 (2022)
15. Blei, D. M., "Latent dirichlet allocation", Journal of machine Learning Research, 3, pp.993~1022 (2003)
16. Buniamin, S., "Managers’ Perceptions On Stakeholder Power In Relation To Esg Re0porting", European Proceedings of Social and Behavioural Sciences, 100, pp.139~149 (2020)
17. Chae, B. K., "Insights from hashtag# supplychain and Twitter Analytics : Considering Twitter and Twitter data for supply chain practice and research", International Journal of Production Economics, 165, pp.247~259 (2015)
18. Chatfield, A. T., "Tsunami early warnings via Twitter in government : Net-savvy citizens'co-production of time-critical public information services", Government Information Quarterly, 30(4), pp.377~386 (2013)
19. Chatterji, A. K., "Do ratings of firms converge? Implications for managers, investors and strategy researchers", Strategic Management Journal, 37(8), pp.1597~1614 (2016)
20. Chen, T., "Public opinion polarization by individual revenue from the social preference theory", International Journal of Environmental Research and Public Health, 17(3), pp.946~ (2020)
21. Clark, G. L., "From the stockholder to the stakeholder: How sustainability can drive financial outperformance", SSRN (2015)
22. Cody, E. M., "Climate change sentiment on Twitter: An unsolicited public opinion poll", PloS one, 10(8), pp.e0136092~ (2015)
23. "How can corporate reporting bridge the ESG trust gap?" (2022)[URL]
24. "Op-ed: While green investments are underperforming, investors need to remain patient" (2022)[URL]
25. Cunha, F. A. F. D. S., "Can sustainable investments outperform traditional benchmarks? Evidence from global stock markets", Business Strategy and the Environment, 29(2), pp.682~697 (2020)
26. Dai, M., "Working with communities on social media : Varieties in the use of Facebook and Twitter by local police", Online information review, 41(6), pp.782~796 (2017)
27. Dilla, W., "Investor views, investment screen use, and socially responsible investment behavior", Sustainability Accounting, Management and Policy Journal, 7(2), pp.246~267 (2016)
28. Duguay, S., "Constructing public space|"legit can’t wait for# Toronto# WorldPride!" : investigating the twitter public of a large-scale LGBTQ festival", International Journal of Communication, 10, pp.25~ (2016)
29. Eccles, R. G., "The performance frontier : Innovating for a sustainable strategy : Interaction", Harvard Business Review, 91(7), pp.17~18 (2013)
30. Egger, R., "Topic modelling of tourist dining experiences based on the GLOBE model", Information and Communication Technologies in Tourism 2022: Proceedings of the ENTER 2022 eTourism Conference, pp.356~368 (2022)
31. El Ghoul, S., "Does corporate social responsibility affect the cost of capital?", Journal of banking & finance, 35(9), pp.2388~2406 (2011)
32. European Securities and Markets Authority (ESMA), "ESMA publishes results of its Call for Evidence on ESG ratings", ~ (2022)
33. Fan, W., "The power of social media analytics", Communications of the ACM, 57(6), pp.74~81 (2014)
34. Famularo, J., "Corporate social responsibility communication in the ICT sector : Digital issues, greenwashing, and materiality", International Journal of Corporate Social Responsibility, 8(1), pp.8~ (2023)
35. "Code of Conduct for ESG data and ratingsproviders" (2022)[URL]
36. "What is ESG and why is it important? A guide to ESG" (2023)[URL]
37. "Winning the consumer with sustainability" (2022)[URL]
38. Friede, G., "ESG and financial performance : Aggregated evidence from more than 2000 empirical studies", Journal of Sustainable Finance & Investment, 5(4), pp.210~233 (2015)
39. Grimmer, J., "Text as data : The promise and pitfalls of automatic content analysis methods for political texts", Political analysis, 21(3), pp.267~297 (2013)
40. Haddi, E., "The role of text pre-processing in sentiment analysis", Procedia computer science, 17, pp.26~32 (2013)
41. Harris, J. K., "Tweeting for and against public health policy: response to the Chicago Department of Public Health's electronic cigarette Twitter campaign", Journal of Medical Internet Research, 16(10), pp.e238~ (2014)
42. Hassan. Z. A., "Social media for nowcasting flu activity : spatio-temporal big data analysis", Information Systems Frontiers, 21, pp.743~760 (2019)
43. Hong, L., "Empirical study of topic modeling in twitter", SOMA ‘10Proceedings of the first workshop on social media analytics, pp.80~88 (2010)
44. Hu, Y., "Generating business intelligence through social media analytics : Measuring brand personality with consumer-, employee-, and firm-generated content", Journal of Management Information Systems, 36(3), pp.893~930 (2019)
45. Hughes, A., "Alternative ESG ratings : How technological innovation is reshaping sustainable investment", Sustainability, 13(6), pp.3551~ (2021)
46. "The role of social mediain communicating climate change" (2018)[URL]
47. "The energy world is set to change significantly by 2030, based on today’s policy settings alone" (2023)[URL]
48. "Why COVID-19 could be a major turning point for ESG investing" (2020)[URL]
49. Jaradat, S., "Emerging Research Challenges and Opportunities in Computational Social Network Analysis and Mining", pp.209~230 (2019)
50. Jha, A. K., "Social media sustainability communication : an analysis of firm behaviour and stakeholder responses", Information Systems Frontiers, 25(2), pp.723~742 (2023)
51. Kankanhalli, A., "Big data and analytics in healthcare : Introduction to the special section", Information Systems Frontiers, 18, pp.233~235 (2016)
52. "Beyond compliance: Consumers and employees want business to do more on ESG" (2021)[URL]
53. La, V. P., "Policy response, social media and science journalism for the sustainability of the public health system amid the COVID-19 outbreak : the Vietnam lessons", Sustainability, 12(7), pp.2931~ (2020)
54. Li, Q., "A review of text corpus-based tourism big data mining", Applied Sciences, 9(16), pp.3300~ (2019)
55. Li, T. T., "ESG : Research progress and future prospects", Sustainability, 13(21), pp.11663~ (2021)
56. Lim, T., "Environmental, social, and governance(ESG)and artificial intelligence in finance : State-of-the-art and research takeaways", Artificial Intelligence Review, 57, pp.76~ (2024)[DOI]
57. Madila, S. S., "A Review of Usage and Applications of Social Media Analytics", Journal of Information Systems Engineering and Management, 6(3), pp.em0141~ (2021)
58. Mavrodieva, A. V., "Role of social media as a soft power tool inraising public awareness and engagement in addressing climate change", Climate, 7(10), pp.122~ (2019)
59. "ESG is essentialfor companies to maintain their social license" (2022)[URL]
60. "Global energy perspective 2023. McKinsey & Company" (2023)[URL]
61. Mirbabaie, M., "Who sets the tone? Determining the impact of convergence behaviour archetypes in social media crisis communication", Information Systems Frontiers, 22, pp.339~351 (2020)
62. Mirbabaie, M., "Digital nudging in social media disaster communication", Information Systems Frontiers, 23(5), pp.1097~1113 (2021)
63. Mirza, N., "Impact of Covid-19 on corporate solvency and possible policy responses in the EU", The Quarterly Review of Economics and Finance, 87, pp.181~190 (2023)
64. Modgil, S., "A confirmation bias view on social media induced polarisation during Covid-19", Information Systems Frontiers, 26(2), pp.417~441 (2024)
65. "TextAsDataCourse" (2021)[URL]
66. "What MSCI’s ESG ratings are and are not"[URL]
67. Naseem, U., "A survey of pre-processing techniques to improve short-text quality : a case study on hate speech detection on twitter", Multimedia Tools and Applications, 80, pp.35239~35266 (2021)
68. Newman, D., "Automatic evaluation of topic coherence", Human language technologies:The 2010 annual conference of the North American chapter of the association for computational linguistics, pp.100~108 (2010)
69. Pearce, W., "The social media life of climate change: Platforms, publics, and future imaginaries", Wiley interdisciplinary reviews: Climate change, 10(2), pp.e569~ (2019)
70. Pérez, L., "Does ESG really matter —and why", McKinsey Quarterly, 60(1) (2022)
71. Roberts, M. E., "A model of text for experimentation in the social sciences", Journal of the American Statistical Association, 111(515), pp.988~1003 (2016)
72. Russo, S., "Sustainability performance and social media : An explorative analysis", Meditari Accountancy Research, 30(4), pp.1118~1140 (2022)
73. Roberts, M. E., "Stm : An R package for structural topic models", Journal of Statistical Software, 91, pp.1~40 (2019)
74. "SEC Proposes Rules to Enhance and Standardize Climate-Related Disclosures for Investors" (2022)[URL]
75. "Refinitiv launches sustainability news and social media monitoring and analytics tool" (2021)[URL]
76. Singh, P., "Social media buzz created by# nanotechnology : insights from Twitter analytics", Nanotechnology Reviews, 7(6), pp.521~528 (2018)
77. Singh, P., "#SDG13 : Understanding Citizens Perspective Regarding Climate Change on Twitter", Responsible AI and Analytics for an Ethical and Inclusive Digitized Society, 12896, pp.723~733 (2021)
78. "What is ESG?" (2022)[URL]
79. The law of group polarization, "Sunstein, C. R.", University of Chicago Law School, ~, pp.John M. Olin Law & Economics Working Paper, (91) (1999)
80. "SASB standard-setting archive"[URL]
81. "Sustainable investing is set to surge in thewake of the coronavirus pandemic" (2020)[URL]
82. Taddy, M., "On estimation and selection for topic models", Artificial intelligence and statistics, pp.1184~1193 (2012), PMLR
83. "Ingraining sustainability in the next era of ESG investing" (2022)[URL]
84. Toumi, A., "The role of fintech firms’ sustainability during the COVID-19 period", Environmental Science and Pollution Research, 30, pp.58855~58865 (2023)
85. Teja, A., "The effect of COVID-19 and CEO tenure on environmental and social disclosure scores", Journal of Accounting and Investment, 25(1), pp.289~310 (2024)
86. "ESG monitor: 2021research findings" (2021)[URL]
87. Vu, H. Q., "Discovering implicit activity preferences in travel itineraries by topic modeling", Tourism Management, 75, pp.435~446 (2019)
88. Wan, Q., "A sentiment analysis-based expert weight determination method for large-scale group decision-making driven by social media data", Expert Systems with Applications, 185, pp.115629~ (2021)
89. "Explained: Stemming vs lemmatization in NLP" (2022)[URL]
90. Williams, H. T., "Network analysis reveals open forums and echo chambers in social media discussions of climate change", Global environmental change, 32, pp.126~138 (2015)
91. Zhang, D., "Financial markets under the global pandemic of COVID-19", Finance Research Letters, 36, pp.101528~ (2020)
92. Zhou, Z., "Quantitative analysis of Citi's ESG reporting : LDA and TF-IDF approaches", Financial Engineering and Risk Management, 6(3), pp.53~63 (2023)

관련 논문AI추천