[논문]CSR·CSV·ESG 연구 동향 분석 - 빅데이터 분석을 중심으로 -

이은지; 문재영

doi:10.7469/jksqm.2022.50.4.751

CSR·CSV·ESG 연구 동향 분석 - 빅데이터 분석을 중심으로 -
Analysis of CSR·CSV·ESG Research Trends - Based on Big Data Analysis - 원문보기

品質經營學會誌 = Journal of Korean society for quality management, v.50 no.4, 2022년, pp.751 - 776

이은지 (연세대학교 글로벌인재대학) , 문재영 (동서대학교 글로벌경영학부)

Abstract ▼ AI-Helper

Purpose: The purpose of this paper is to present implications by analyzing research trends on CSR, CSV and ESG by text analysis and visual analysis(Comprehensive/ Fields / Years-based) which are big data analyses, by collecting data based on previous studies on CSR, CSV and ESG. Methods: For the collection of analysis data, deep learning was used in the integrated search on the Academic Research Information Service (www.riss.kr) to search for "CSR", "CSV" and "ESG" as search terms, and the Korean abstracts and keyword were scrapped out of the extracted paper and they are organize into EXCEL. For the final step, CSR 2,847 papers, CSV 395 papers, ESG 555 papers derived were analyzed using the Rx64 4.0.2 program and Rstudio using text mining, one of the big data analysis techniques, and Word Cloud for visualization. Results: The results of this study are as follows; CSR, CSV, and ESG studies showed that research slowed down somewhat before 2010, but research increased rapidly until recently in 2019. Research have been found to be heavily researched in the fields of social science, art and physical education, and engineering. As a result of the study, there were many keyword of 'corporate', 'social', and 'responsibility', which were similar in the word cloud analysis. Looking at the frequent keyword and word cloud analysis by field and year, overall keyword were derived similar to all keyword by year. However, some differences appeared in each field. Conclusion: Government support and expert support for CSR, CSV and ESG should be activated, and researches on technology-based strategies are needed. In the future, it is necessary to take various approaches to them. If researches are conducted in consideration of the environment or energy, it is judged that bigger implications can be presented.

주제어

표/그림 (24)

그림 Figure 1. Research Method
그림 Figure 2. status of papers by year
표 Table 1. Number of papers by year
표 Table 2. Survey Configuration
그림 Figure 3. status of papers by field by years
그림 Figure 4. frequency keyword analysis and wordcloud about korean abstract on CSR
그림 Figure 5. frequency keyword analysis and wordcloud about keyword on CSR
그림 Figure 6. frequency keyword analysis and wordcloud about korean abstract on CSV
그림 Figure 7. frequency keyword analysis and wordcloud about keyword on CSV
그림 Figure 8. frequency keyword analysis and wordcloud about korean abstract on ESG
그림 Figure 9. frequency keyword analysis and wordcloud about keyword on ESG
그림 Figure 10. Network analysis about keyword on CSR
그림 Figure 11. Network analysis about keyword on CSV
그림 Figure 12. Network analysis about keyword on ESG
표 Table 3. frequency keyword analysis about korean abstract by field
그림 Figure 13. wordcloud about korean abstract by field
표 Table 4. Frequency keyword analysis about korean abstract by field
그림 Figure 14. wordcloud about korean abstract by field
표 Table 5. Frequency keyword analysis about korean abstract of -2014
그림 Figure 15. Wordcloud about korean abstract by field
그림 Figure 16. Wordcloud about korean abstract of -2014
표 Table 6. Frequency keyword analysis about korean abstract of -2014
그림 Figure 17. Wordcloud about korean abstract of 2015-2022
표 Table 7. Frequency keyword analysis about korean abstract of 2015-2022

참고문헌 (56)

Ahn, Taewook, Lee, Heeseung and Yi Junesuh. 2021. A Study on the Keyword Extraction for ESG Controversies？Through Association Rule Mining. The Journal of Information Systems 30(1):123-149.

원문보기 상세보기
An, Soyoung and Han Jin-Soo. 2021. Research trends on CSR in the hospitality industry. International Journal of？Tourism and Hospitality Research 31(7):149-163.
Bae, Jiyang and Jo, Suyoung. 2011. Trends in Corporate Social Responsibility(CSR) Research : Content Analysis？of Major Korean Journals from 1997 to 2010. The Korean Journal of Advertising 22(6):127-159.
Ben-Amar, W., M. Chang and P. McIlkenny. 2017. Board Gender Diversity and Corporate Response to Sustainability？Initiatives: Evidence from the Carbon Disclosure Project. Journal of Business Ethics 142(2):369-383.

상세보기
Berman, S. L., A. C. Wicks, S. Kotha and M. J. Thomas. 1999. Does Stakeholder Orientation Matter? The Relationship？Between Stakeholder Management Models and Firm Financial Performance. The Academy of Management？Journal 42(5):488-506.

상세보기
Bowen, H. R. 1953. Social responsibilities of the businessman, NewYork: Harper & Row.
Broadstock, D. C., K. Chan, L. T. W. Cheng and X. Wang. 2021. The Role of ESG Performance During Times of Financial Crisis: Evidence from COVID-19 in China. Finance Research Letters 38(1):1-11.
Byun, Youngjo and Woo, Seung Han. 2022. Research Trend on ESG Management of Corporation. Clean technology？28(2):193-200.
Carroll A. B. 1979. A three-dimensional conceptual model of corporate performance. Academy of management review 4(4):497-505.

상세보기
Cho, Hyeongrye, Jeon, Joongyang and Chung, Sunyang. 2011. Innovative Business Model for the Sustainable Creating？Shared Values. Journal of Sustainability Research 2(3):57-80.
Choi, Byoungkwon, Moon, Hyoungkoo and Joo, Youngran. 2017. Review and Future Research Direction for CSR？Perception in Korea : Focus on Employees' Perceived CSR. Korea Business Review 46(5):1247-1302.
Choi, Shinin and Youn, Chunsung. 2022. Analysis of Research Trends Related to ESG Issues Through Keyword？Network Analysis. The Journal of Humanities and Social Science 21 13(2):2073-2084.
Choy, Junghyuck. 2021. A Study on ESG Performance and Firm Value: Focusing on Moderating Effects of Ownership？Structure. The Journal of Women and Economics 18(2):91-115.
Chung, Yerim and Bae, Jieun. 2014. A Content Analysis of Corporate Social Responsibility(CSR) Research in Korea - Focusing on Analysis of Dissertations(2000~2012) -. Social Science Research 30(1):43-68.
De Mauro, A., Greco, M., and Grimaldi M. 2016. A formal definition of Big Data based on its essential features.？Library Review, 65(3):122-135.

상세보기
Heo, Yonghyun. 2015. Analysis of the Trends on Studies in CSR activities of South Korea. Journal of East and？Central Asian Studies 26(3):5-33.
Hoepner, A. G. F., I. Oikonomou, Z. Sautner, L. T. Starks and X. Zhou. 2019. ESG Shareholder Engagement and？Downside risk, WorkingPaper, September.
Hwang, Jaeho, Park, Byungjin and Kong, Younyup. 2022. ESG Keyword Research Using Big Data. Korean Corporation？Management Review 29(2): 111-136.

상세보기
IDC. 2016. Worldwide Semiannual Big Data and Analytics Spending Guide: http://it.chosun.com/site/data/html_dir/2017/04/17/2017041785056.html (accessed on 10 March 2022).
Im, Jonghyuk and Jeon, Jiyoung. 2018. A Review of Creating Shared Value(CSV) in Recent 7 Years(2011~2017)？in Korea, Social Economy & Policy Studies 8(1):53-87.

상세보기
Jang, Sunku and Seok, Sanghun. 2007. The Evolution and New Integral Approach on CSR. The Review of Business？History 45(0):261-284.
Jang, Yoojung and Jo Yoohyun. 2016. The Conception and Application of CSV in Business. Korean Corporation？Management Review 23(2):233-261.

상세보기
Kang, Yoonji, Kim, Jaeyoung, Kang, Jihun and Kim, Sanghoon. 2021. A Study on the CSR Research Trends in the？Academic Field of Advertising and Public Relations Using Semantic Network and Topic Modeling (2003-2020).？The Korean Journal of Advertising 32(8):7-40.
Kim, Daeyoung. 2014. Research on reputation studies : research findings and future priorities. Korea Journal of？Business Administration 27(11):1903-1921.
Kim, Gangwon. 2017. Big data technology learned in practice. Data collection, loading, processing, analysis, and？machine learning, WikiBooks.
Kim, Gyesoo. 2015. Big Data Analysis and Meta Analysis, Hanarae.
Kim, Hoseok and Kang jieun. 2021. Domestic and International Trends in ESG and Their Impact on Environmental？Policy. Korea Environment Institute Report 2021(9):1-137.
Kim, Jihae, Kim, Inhee and Cho, Sangmi. 2010. A Review of Corporate Social Responsibility: Focusing on Theoretical？Perspectives and Definition of Effectiveness. Journal of Community Welfare 0(35):87-120.
Kim, Jinbae and Kim, Juil. 2021. Analysis of ESG Issues in the Financial Sector Using Big Data. The Journal of？Humanities and Social Science 21 13(1):555-570.
Kim, Jinsung and Jung, Daehyun. 2022. A Study on the Trend Change Analysis of ESG Academic Research Using？Text Mining and Network Analysis. KMIS International Conference 2022 2022(6):453-458.
Kim, Jinwook and Byun, Sunyoung. 2007. The Performance of Corporate Social Responsibility and its Financial？Outcome in Korean international Corporations, Management and Economics Review 25(1):97-123.
Kim, Myoung Seo, Na, Young and Hong Suhee. 2014. Relationship between Institutional Investors, Holding and CSR？in Sustainable and Responsible Investments, Accounting Information Review 32(2):305-336.
Kim, Sunghyun, Chang Sokho, and Lee Sangwon. 2017. Digital Convergence Research 15(6):133-143.
Kim, Sungsoo. 2009. A Study on the History of Theoretical Changes of Corporate Social Responsibility(CSR). Korean？Corporation Management Review 16(1):1-25.
Kim, Sunhwa and Lee, Kyewon. 2013. Corporate Social Responsibility(CSR) in Accounting : Review and Future？Direction. Korea Journal of Business Administration 26(9):2397-2425.
Kim, Suyeon, Baek, Jiyeon, Koo, Hyegyoung, Moon, Juok, Oh, Uheum and Lee, Seol. 2021. Consumer Perceptions？of ESG Management by Distribution Companies in Korea and China: IPA of Coupang and Taobao. Journal？of Human Ecology 25(2):55-75.
Kim, Youngmin, Jeon Hojin and Hong, Eui. 2020. Relationships among Ethical Management Practice, Corporate Social？Responsibility and Operating Performance. The Journal of International Trade & Commerce 16(6): 785-798.

상세보기
Kwak, Baesung and Lee, Jaehyuk. 2019. Review of Research on Corporate Social Responsibility of Small- and？Medium-Sized Enterprises and Recommendations for Future Research Direction in Korea. Journal of Strategic？Management 22(3):21-50.

상세보기
Lee, Chulwoo, 2022. The Effect of ESG Management on the Quality Competitive Advantage Strategy of SMEs. The？Korea Society for Quality Management 2022(0):146-146.
Lee, Eunji and Cho, Chulho, 2018. he effects of Sharing Bicycle Service Quality on Creating Shared Value and？Use Intention in China. Journal of Korean Society for Quality Management 46(3):523-538.

원문보기 상세보기
Lee, Hoonhye. 2013. A plan to utilize big data to strengthen manufacturing competitiveness, Korea Institute for？Industrial Economics and Trade(KIET). ISSUE PAPER.
Lee, Jang-won. 2006. The Current Situation and Development Direction of CSR Diagnosed in Labor and Social？Perspectives. Labor Review 2006(12):20-39.
Lee, Namhee and Lee, Jewoo. 2020. Research trends on CSV in the tourism sector. Journal of Kyonggi Tourism？Research 33(-):1-17.
Lee, Seomi and Park, Jongchul. 2022. The Effect of Corporate ESG Activities on Corporate Reputation: Focusing？on the Mediating Effect of Trust. Korean Management Consulting Review 22(1):257-267.
Lee, Yumi. 2017. Research of Big Data system for Smart Factory, Master's Thesis, University of Korea Aerospace.
McKinsey Global Institute. 2020. https://www.mckinsey.com/business-functions/mckinsey-digital/our-insights/big-data-the-next-frontier-for-innovation (accessed on 10 February 2022).
Park, Byung Jin and Kim Dohee. 2013. CJ CheilJedang's Co-Prosperity Programs Based on Creating Shared Value？(CSV) Perspective. Korea Business Review 17(2):73-99.
Park, Jaehyun, Han, Hyangwon and Kim, Nara. 2022. Exploring Domestic ESG Research Trends: Focusing on？Domestic Research on ESG from 2012 to 2021. Asia-Pacific Journal of Business Venturing and？Entrepreneurship 17(1):191-211.
Park, Yunna and Han Sanglin. 2021. The Effect of ESG Activities on Corporate Image, Perceived Price Fairness.？and Consumer Responses, Korea Business Review 50(3):643-664.
Porter, M. E. and M. R. Kramer. 2011. Creating Shared Value: How to Reinvent Capitalism and Unleash a Wave？of Innovation and Growth. Harvard Business Review 89(1-2):1-17.
Riew, Mooncharn. 2012. Prioritizing Core Subjects in ISO 26000 for Achieving Corporate Social Responsibility.？Journal of Korean Society for Quality Management 40(3):415-425.

원문보기 상세보기
Wang, J., Ma, Y., Zhang, L., Gao, R. X., and Wu. D. 2018. Deep lea？rning for smart manufacturing: Methods and？applications. Journal of Manufacturing Systems 48(2018):144-156.

상세보기
Yoon, Kak and Lee, Eunju. 2014. A Comparitive Study on the effects of CSR and CSV : The Moderating Role of？Self-efficacy and Message Involvement. The Korean Journal of Advertising 25(2):53-72.

상세보기
Yu, Soonmi and Jung, Hyuna. 2016. Impact of Corporate Sustainable Management Information on Cost of EquityA？Study on the Internet e-Commerce 16(6):37-57.
https://blog.naver.com/esjpark/222710721362
https://metanomad.tistory.com/entry/ESG%EC%99%80-CSR-%EA%B7%B8%EB%A6%AC%EA%B3%A0-CSV%EC%9D%98-%EC%B0%A8%EC%9D%B4

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