An integrated evaluation framework for Environmental, Social, and Governance-driven social media performance through Multi-criteria Decision-Analysis

Frank Stevens, Evangelos Grigoroudis , Constantin Zopounidis, Konstantinos P. Tsagarakis
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Abstract

Social media is crucial in providing data for networking with individuals, companies, or industries. This study deals with the topic of Environmental, Social and Governance (ESG). These can be seen as a set of standards which impacts a corporation’s structure and performance. Twenty years ago, when ESG started to gain notoriety, ESG initiatives were labeled as a tool to ensure ‘ethical’ and/or ‘responsible’ investing. This study collects data from LinkedIn company profiles on the industry, the staff, the number of followers, and the state where the company has its headquarters. In addition, the media’s take on pending legislation on ESG was assessed. Based on data from 537 companies, indicators were created, either normalized, the median, or ranked, and analyzed with the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS). The current work provides information on this variation of ESG activity within the different states in the USA. Multi-criteria Decision Analysis (MCDA) was applied by weighing four criteria. The overall assessment was presented depending on the combined weighted performance score of the four criteria. The results showed that 36% of the companies active within the ESG landscape represent the “Financial Services” and “Management Consulting” industries. 65% of the investigated sample represented companies with up to 10 employees. Moreover, eight states perform well on both median of staff and followers (in alphabetical order: Michigan, Mississippi, Missouri, New Hampshire, New Mexico, Ohio, Oklahoma, and Wisconsin). Lastly, through the MCDA method, it was also observed that there are not many variations when different weights are applied to the four criteria: i.e., “the normalized number of companies by state,” “the median of the followers of the company per state,” “the median of the staff of the company per state,” and the “sentiment of the legislation.” Finally, the top five highly ranked states considering ESG visibility on LinkedIn through their companies are Ohio, Michigan, Delaware, Georgia, and Pennsylvania. The results indicate that companies can more proactively advertise themselves as compliant with current ESG principles. This methodology can also be applied to other topics and regions to assess online activity in line with existing indicators.

通过多标准决策分析,建立以环境、社会和治理为导向的社交媒体绩效综合评估框架
社交媒体在提供个人、公司或行业网络数据方面至关重要。本研究涉及的主题是环境、社会和治理(ESG)。这些可以被看作是影响公司结构和绩效的一系列标准。20 年前,当 ESG 开始广为人知时,ESG 计划被认为是确保 "道德 "和/或 "负责任 "投资的工具。本研究从 LinkedIn 公司简介中收集了有关行业、员工、关注者数量以及公司总部所在州的数据。此外,还评估了媒体对ESG待定立法的看法。根据来自 537 家公司的数据,创建了指标,对其进行了归一化、中位数或排序,并使用 "与理想解决方案相似度排序技术"(TOPSIS)进行了分析。目前的工作提供了美国各州环境、社会和治理活动差异的信息。通过权衡四项标准,应用了多标准决策分析(MCDA)。总体评估取决于四个标准的综合加权绩效得分。结果显示,在环境、社会和公司治理领域活跃的公司中,有 36% 代表 "金融服务 "和 "管理咨询 "行业。调查样本中有 65% 的公司员工人数不超过 10 人。此外,有八个州在员工中位数和关注者中位数方面表现出色(按字母顺序排列:密歇根州、密西西比州、密苏里州、新罕布什尔州、新墨西哥州、俄亥俄州、俄克拉荷马州和威斯康星州)。最后,通过 MCDA 方法还观察到,在对 "各州公司数量标准化"、"各州公司追随者中位数"、"各州公司员工中位数 "和 "立法情感 "这四项标准施加不同权重时,差异不大。最后,考虑到公司在 LinkedIn 上的 ESG 可见度,排名前五的州分别是俄亥俄州、密歇根州、特拉华州、佐治亚州和宾夕法尼亚州。结果表明,公司可以更主动地宣传自己符合当前的ESG原则。这种方法也可应用于其他主题和地区,根据现有指标评估在线活动。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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