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ESG Research Status Analysis Using Topic Modeling: Focused on Business Administration and Accounting 基于主题模型的ESG研究现状分析:以工商管理和会计为重点
Pub Date : 2023-08-31 DOI: 10.32956/kaoca.2023.21.2.19
Yu-Jeong Hwang, Sang-Hui Oh
[Purpose]The purpose of this study is to analyze the research trends of ESG research in Korea, focusing on the fields of business administration and accounting, using topic modeling. [Methodology]This study focuses on the keyword ‘ESG’ published in domestic academic journals. To this end, as of June 30, 2023, a total of 404 studies of business administration and accounting studies calculated with ‘ESG’ as a search term in the Korea Citation Index are the subject of research. Specifically, morpheme analysis was performed using R, keyword frequency analysis was performed, and frequency analysis and Big-data analysis(data mining, topic modeling) were performed through the extracted keywords. [Findings]As a result of this study, five topics were calculated. Specifically, Topic 1 is the role of the environment for management sustainability, Topic 2 is Implications for enhancing corporate value, Topic 3 is Strategy according to economic conditions, Topic 4 is Decision-making at the governance level, Topic 5 is Evaluation and utilization It is a responsibility. [Implications]This study is different in that it analyzes research trends using the big data analysis method with the keyword ‘ESG’ limited to business administration and accounting among social sciences. In the meantime, many studies have been conducted in business administration and accounting, but there are not many studies that apply big data methods such as topic modeling. This study has significance in that it goes one step further from the existing research methodology, reduces the subjective opinions of researchers, and identifies macroscopic research trends based on a lot of data through the Big-data methodology.
[目的]本研究的目的是分析韩国ESG研究的研究趋势,以企业管理和会计领域为重点,采用主题建模。 【研究方法】本研究以国内学术期刊上发表的“ESG”关键词为研究对象。为此,截止到今年6月30日,在韩国引文索引(Korea Citation Index)中以“ESG”为检索词计算的经营学和会计学研究共有404项。具体而言,使用R进行语素分析,进行关键词频率分析,并通过提取的关键词进行频率分析和大数据分析(数据挖掘、话题建模)。 【发现】本研究共计算了五个主题。具体而言,主题1是环境对管理可持续性的作用,主题2是提高企业价值的意义,主题3是根据经济条件制定的战略,主题4是治理层面的决策,主题5是评价和利用它是一种责任。 [启示]本研究的不同之处在于,它使用大数据分析方法分析研究趋势,并将“ESG”的关键词限定在社会科学中的工商管理和会计领域。与此同时,在工商管理和会计方面也有很多研究,但应用主题建模等大数据方法的研究并不多。本研究的意义在于,在现有研究方法论的基础上又向前迈进了一步,减少了研究者的主观意见,通过大数据方法论,在大量数据的基础上识别宏观研究趋势。
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 [Findings]As a result of this study, five topics were calculated. Specifically, Topic 1 is the role of the environment for management sustainability, Topic 2 is Implications for enhancing corporate value, Topic 3 is Strategy according to economic conditions, Topic 4 is Decision-making at the governance level, Topic 5 is Evaluation and utilization It is a responsibility.
 [Implications]This study is different in that it analyzes research trends using the big data analysis method with the keyword ‘ESG’ limited to business administration and accounting among social sciences. In the meantime, many studies have been conducted in business administration and accounting, but there are not many studies that apply big data methods such as topic modeling. This study has significance in that it goes one step further from the existing research methodology, reduces the subjective opinions of researchers, and identifies macroscopic research trends based on a lot of data through the Big-data methodology.","PeriodicalId":475808,"journal":{"name":"Jeonsan hoe'gye yeon'gu","volume":"83 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135990973","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ESG Disclosure Quality and Firm Value: Focused on Managerial Characteristics ESG信息披露质量与企业价值:以管理者特征为中心
Pub Date : 2023-08-31 DOI: 10.32956/kaoca.2023.21.2.81
Mi-Kyoung Baek, Hwak-Yeol Kim
[Purpose]This study aims to examine the effect of the quality of Environmental, Social, and Governance (ESG) report disclosures on the capital market by reducing information asymmetry. [Methodology]Regression analysis including 2SLS analysis was conducted for 326 (company-year) observations of 55 companies that continuously disclosed ESG reports from 2016 to 2021. [Findings]The results are as follows. First, the quality of ESG report disclosures was found to positively enhance corporate value. Second, no significant results were found for Hypothesis 2, and Hypothesis 3, which suggested the interaction between the importance of ESG report disclosure quality and management characteristics could either increase or decrease corporate value, was not confirmed. Similar results were also identified in the Two-Stage Least Squares (2SLS) analysis conducted to address endogeneity. [Implications]The conclusion drawn from this research confirmed that the quality of ESG report disclosures improves market evaluations. This study contributes to the literature by being the first to directly investigate mechanisms aimed at enhancing the reliability of ESG reports, providing new evidence on the market response to the quality of ESG report disclosures. The evidence provided in this study can contribute to the expansion of related research.
[目的]本研究旨在通过减少信息不对称来检验环境、社会和治理(ESG)报告披露质量对资本市场的影响。 [方法]对55家2016 - 2021年连续披露ESG报告的公司的326个(公司年)观察结果进行回归分析,包括2SLS分析。 [发现]研究结果如下:首先,发现ESG报告披露质量对企业价值有正向提升作用。其次,假设2没有发现显著的结果,假设3没有得到证实,假设3表明ESG报告披露质量的重要性与管理特征之间的相互作用可以增加或减少公司价值。为解决内生性问题而进行的两阶段最小二乘(2SLS)分析也发现了类似的结果。 [启示]本研究得出的结论证实,ESG报告披露的质量改善了市场评估。本研究首次直接调查了旨在提高ESG报告可靠性的机制,为市场对ESG报告披露质量的反应提供了新的证据,从而为文献做出了贡献。本研究提供的证据有助于相关研究的拓展。
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 [Methodology]Regression analysis including 2SLS analysis was conducted for 326 (company-year) observations of 55 companies that continuously disclosed ESG reports from 2016 to 2021.
 [Findings]The results are as follows. First, the quality of ESG report disclosures was found to positively enhance corporate value. Second, no significant results were found for Hypothesis 2, and Hypothesis 3, which suggested the interaction between the importance of ESG report disclosure quality and management characteristics could either increase or decrease corporate value, was not confirmed. Similar results were also identified in the Two-Stage Least Squares (2SLS) analysis conducted to address endogeneity.
 [Implications]The conclusion drawn from this research confirmed that the quality of ESG report disclosures improves market evaluations. This study contributes to the literature by being the first to directly investigate mechanisms aimed at enhancing the reliability of ESG reports, providing new evidence on the market response to the quality of ESG report disclosures. The evidence provided in this study can contribute to the expansion of related research.","PeriodicalId":475808,"journal":{"name":"Jeonsan hoe'gye yeon'gu","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135990975","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Effect of the Corporate Life Cycle on Corporate Profit Adjustment and Tax Avoidance 企业生命周期对企业利润调整和避税的影响
Pub Date : 2023-08-31 DOI: 10.32956/kaoca.2023.21.2.57
Seung-Mi Lee
[Purpose]Since the business environment is different depending on the life cycle of the company, we will establish an appropriate management strategy, so the incentives for profit adjustment will vary step by step. Accordingly, the method of profit adjustment will be different depending on the corporate life cycle. [Methodology]Using Dickinson’s (2011) method, companies were classified by life cycle, discretionary accrual profit adjustment was measured through the modified Jones model, and profit adjustment through tax avoidance was measured through Desai and Dharmapala (2006). [Findings]In the introduction, culling, and declining stages, companies adjusted discretionary accruals in the positive (+) direction, and in the negative (-) direction in the maturity period. It was found that companies adjusted profits to increase profits during the introduction, culling, and declining stages, and adjusted profits to reduce profits during maturity. In addition, tax avoidance showed a positive (+) result during the maturity period, which is interpreted as companies in the maturity period attempting to adjust profits through tax avoidance. [Implications]Companies can establish management strategies that choose different profit adjustment methods according to their life cycle.
【目的】由于企业的生命周期不同,经营环境也不同,我们会制定相应的经营战略,因此利润调整的激励会逐步变化。因此,根据企业生命周期的不同,利润调整的方法也会有所不同。 [方法]采用Dickinson(2011)的方法,将公司按生命周期进行分类,通过修正的Jones模型测量可支配应计利润调整,通过Desai和Dharmapala(2006)测量通过避税进行的利润调整。 [发现]在引入、剔除和下降阶段,公司在成熟期向正(+)方向调整可操纵性应计利润,向负(-)方向调整可操纵性应计利润。研究发现,公司在引进、淘汰和下降阶段调整利润以增加利润,在成熟期调整利润以减少利润。此外,在成熟期的避税结果为正(+),这可以解释为成熟期的公司试图通过避税来调整利润。 [启示]企业可以根据生命周期选择不同的利润调整方式来制定经营战略。
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 [Methodology]Using Dickinson’s (2011) method, companies were classified by life cycle, discretionary accrual profit adjustment was measured through the modified Jones model, and profit adjustment through tax avoidance was measured through Desai and Dharmapala (2006).
 [Findings]In the introduction, culling, and declining stages, companies adjusted discretionary accruals in the positive (+) direction, and in the negative (-) direction in the maturity period. It was found that companies adjusted profits to increase profits during the introduction, culling, and declining stages, and adjusted profits to reduce profits during maturity. In addition, tax avoidance showed a positive (+) result during the maturity period, which is interpreted as companies in the maturity period attempting to adjust profits through tax avoidance.
 [Implications]Companies can establish management strategies that choose different profit adjustment methods according to their life cycle.","PeriodicalId":475808,"journal":{"name":"Jeonsan hoe'gye yeon'gu","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135990980","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Study on Accounting Information and Business Performance:Focusing on the Technology Acceptance Model(TAM) 会计信息与企业绩效研究——以技术接受模型(TAM)为中心
Pub Date : 2023-08-31 DOI: 10.32956/kaoca.2023.21.2.1
Kyoung-Jin Song, Kyong-Gu Rhee
[Purpose]The use of accounting information is important to improve performance through effective management strategies. Therefore, this study aims to identify the factors influencing the improvement of business performance by applying the technology acceptance model in the relationship between the characteristics of accounting information and business performance of a company. [Methodology]Data were collected through a structured questionnaire with accounting information characteristics, business performance, and information acceptance intention as the main variables. The collected data were statistically analyzed using AMOS25 and SPSS25. [Findings]Some of the hypotheses on the relationship between accounting information characteristics, information acceptance intention, and management performance showed a positive (+) influence relationship. [Implications]It provides meaningful discussion points through the results that the usefulness and ease of accounting information must be secured in order to improve management performance.
【目的】会计信息的使用对于通过有效的管理策略提高绩效非常重要。因此,本研究旨在将技术接受模型应用于公司会计信息特征与经营绩效的关系中,以识别影响企业经营绩效提升的因素。 【方法】采用结构化问卷法,以会计信息特征、经营绩效、信息接受意愿为主要变量进行数据收集。收集的数据采用AMOS25和SPSS25进行统计学分析。 [发现]部分关于会计信息特征、信息接受意愿与管理绩效之间关系的假设呈现正(+)影响关系。 [含义]通过结果提供了有意义的讨论点,即必须确保会计信息的有用性和易用性,以提高管理绩效。
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引用次数: 0
The Impact of Social Responsibility Activities and Financial Ratio of Chinese Companies on Earning Management 中国公司社会责任活动和财务比率对盈余管理的影响
Pub Date : 2023-08-31 DOI: 10.32956/kaoca.2023.21.2.37
Jung-Ho Kim
[Purpose]This study aims to study how Chinese companies’ corporate social responsibility (CSR) activities and financial ratios affect earning management. In general, companies that perform corporate social responsibility (CSR) activities have an incentive not to earning management, and certain variables among financial ratio variables using corporate financial statements can be useful for managers’ earning management behavior. [Methodology]Among Chinese listed companies, the impact of corporate social responsibility (CSR) activities and financial ratios on earning management from 2016 to 2020 was empirically analyzed for A shares of the Shenzhen Exchange. [Findings]As a result of empirical analysis, it was verified that financial ratio indicators that have a significant impact on earning management include growth ratio, profitability ratio, liquidity and stability ratio, and activity ratio. [Implications]According to these financial ratio variables, it is believed that earning management can be controlled in advance by utilizing financial ratio variables that affect profit adjustment and social responsibility activities.
【目的】本研究旨在研究中国企业的企业社会责任(CSR)活动和财务比率对盈余管理的影响。一般来说,从事企业社会责任(CSR)活动的公司有不进行盈余管理的动机,并且使用公司财务报表的财务比率变量中的某些变量可能对管理者的盈余管理行为有用。 [方法]以中国上市公司为对象,实证分析了2016 - 2020年企业社会责任(CSR)活动和财务比率对盈余管理的影响。 [研究结果]通过实证分析,验证了对盈余管理有显著影响的财务比率指标包括:成长率、盈利能力比率、流动性与稳定性比率、活动比率。 [启示]根据这些财务比率变量,认为利用影响利润调整和社会责任活动的财务比率变量,可以提前控制盈余管理。
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 [Methodology]Among Chinese listed companies, the impact of corporate social responsibility (CSR) activities and financial ratios on earning management from 2016 to 2020 was empirically analyzed for A shares of the Shenzhen Exchange.
 [Findings]As a result of empirical analysis, it was verified that financial ratio indicators that have a significant impact on earning management include growth ratio, profitability ratio, liquidity and stability ratio, and activity ratio.
 [Implications]According to these financial ratio variables, it is believed that earning management can be controlled in advance by utilizing financial ratio variables that affect profit adjustment and social responsibility activities.","PeriodicalId":475808,"journal":{"name":"Jeonsan hoe'gye yeon'gu","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135990978","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Jeonsan hoe'gye yeon'gu
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