支出与企业慈善披露对公司价值的影响

Elena Fedorova, I. Demin, Elena V. Silina
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引用次数: 1

摘要

本文旨在评估企业慈善支出和企业慈善披露(总体和不同领域)如何影响俄罗斯企业的投资吸引力。设计/方法/方法为了评估企业慈善披露的程度,作者基于一套技术编制了词典:文本和频率分析、相关性、主成分分析。为了使现有的企业慈善活动分类适应俄罗斯市场,笔者采用了专家分析的方法。实证研究基础包括2013-2019年期间83家俄罗斯上市公司。为了评估企业慈善披露指标对公司投资吸引力的影响,作者采用了面板数据回归和随机森林算法。我们编制了2个俄语词汇:一个是关于企业慈善事业的一般问题,另一个是关于各个领域的慈善活动(体育和医疗保健;支持:对特定人群的支持;社会基础设施;儿童保护和青年政策;文化、教育和科学)。2. 本文观察到,非财务数据的披露,包括与企业慈善事业的一般问题以及不同领域的相关数据,影响了俄罗斯最大公司的市值。回归分析结果表明,披露利他主义驱动的慈善活动(如文化、教育和科学领域的企业慈善活动)对公司投资吸引力的影响小于披露与商业相关动机驱动的活动(体育和医疗保健、儿童保护和青年政策)。研究的局限性/意义我们的研究结果对管理层、投资者、财务分析师、监管机构和各种机构提供公司治理和可持续发展报告的指导很重要。然而,作者承认,由于样本覆盖了单一的国家背景,研究结果可能缺乏普遍性。研究人员被鼓励使用作者汇编的词汇,在其他国家的数据上进一步测试所提出的方法。原创性/价值本研究旨在拓展信号理论和代理理论的研究领域。首先,这一主题还没有在新兴市场方面得到广泛的研究,作者的研究是第一次关注俄罗斯市场。其次,大多数学者采用文本分析的方法,不仅考察了慈善捐赠的影响,还考察了企业慈善披露的影响。第三,基于机器学习技术和专家分析,提出了自己的企业慈善披露词汇。第四,为了评估企业慈善对公司投资吸引力的影响,作者采用了基于线性(回归)和非线性(排列重要性)相结合的原始方法。作者的研究结果扩展了Peterson等人(2021)的理论概念:企业慈善事业被视为公司加强其声誉的战略,它有助于与利益相关者建立更有效的关系,这反过来又会增加商业价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Impact of expenditures and corporate philanthropy disclosure on company value
PurposeThe paper aims to estimate how corporate philanthropy expenditures and corporate philanthropy disclosure (in general and in different spheres) affect investment attractiveness of Russian companies.Design/methodology/approachTo assess the degree of corporate philanthropy disclosure the authors compiled lexicons based on a set of techniques: text and frequency analysis, correlations, principal component analysis. To adjust the existing classifications of corporate philanthropic activities to the Russian market the authors employed expert analysis. The empirical research base includes 83 Russian publicly traded companies for the period 2013–2019. To estimate the impact of indicators of corporate philanthropy disclosure on company's investment attractiveness the authors utilized panel data regression and random forest algorithm.FindingsWe compiled 2 Russian lexicons: one on general issues of corporate philanthropy and another one on philanthropic activities in various spheres (sports and healthcare; support for certain groups of people; social infrastructure; children protection and youth policy; culture, education and science). 2. The paper observes that the disclosure of non-financial data including that related to general issues of corporate philanthropy as well as to different spheres affects the market capitalization of the largest Russian companies. The results of regression analysis suggest that disclosure of altruism-driven philanthropic activities (such as corporate philanthropy in the sphere of culture, education and science) has a lesser impact on company's investment attractiveness than that of activities driven by business-related motives (sports and healthcare, children protection and youth policy).Research limitations/implicationsOur findings are important to management, investors, financial analysts, regulators and various agencies providing guidance on corporate governance and sustainability reporting. However, the authors acknowledge that the research results may lack generalizability due to the sample covering a single national context. Researchers are encouraged to test the proposed approach further on other countries' data by using the authors’ compiled lexicons.Originality/valueThe study aims to expand the domains of signaling and agency theories. First, this subject has not been widely examined in terms of emerging markets, the authors’ study is the first to focus on the Russian market. Secondly, the majority of scholars use text analysis to examine not only the impact of charitable donations but also the effect of corporate philanthropy disclosure. Thirdly, the authors provided the authors’ own lexicon of corporate philanthropy disclosure based on machine learning technique and expert analysis. Fourthly, to estimate the impact of corporate philanthropy on company's investment attractiveness the authors used the original approach based on combination of linear (regression), and non-linear methods (permutation importance. The authors’ findings extend the theoretical concept of Peterson et al. (2021): corporate philanthropy is viewed as the company strategy to reinforce its reputation, it helps to establish more efficient relationships with stakeholders which, in its turn, results in the increased business value.
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