Using big data to evaluate corporate social responsibility and sustainable development practices

被引:43
作者
Barbeito-Caamano, Adriana [1 ]
Chalmeta, Ricardo [1 ]
机构
[1] Univ Jaume 1, Dept Lenguajes & Sistemas Informat, Grp Invest Integrac & Reingn Sistemas IRIS, Castellon de La Plana 12006, Spain
关键词
big data; corporate social responsibility; sentiment analysis; stakeholder engagement; sustainability reports; sustainable development; twitter; CSR COMMUNICATION; STRATEGIES; PERFORMANCE; ENGAGEMENT;
D O I
10.1002/csr.2006
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper shows an alternative method to evaluate sustainable development and corporate social responsibility (CSR) practices based on the opinions of companies' stakeholders expressed on Twitter. An application of the method is performed with the Inditex textile group. This paper shows two important findings: (a) knowledge about companies' CSR practices and stakeholders opinions can be obtained using big data to analyse CSR information about the company on online social networks; and (b) there are important differences between the contents of the sustainability report of a company and the CSR opinions of its stakeholders on the internet. These findings have benefits for the company's stakeholders, who will be able to know the CSR practices of a company in a more objective way, and for the company, which will be able to improve its CSR performance and communication strategy, as well as the stakeholder engagement.
引用
收藏
页码:2831 / 2848
页数:18
相关论文
共 57 条
[1]   Stakeholder engagement in green place branding: A focus on user-generated content [J].
Acuti, Diletta ;
Grazzini, Laura ;
Mazzoli, Valentina ;
Aiello, Gaetano .
CORPORATE SOCIAL RESPONSIBILITY AND ENVIRONMENTAL MANAGEMENT, 2019, 26 (02) :492-501
[2]   Perspectives on data mining [J].
Adams, Niall M. .
INTERNATIONAL JOURNAL OF MARKET RESEARCH, 2010, 52 (01) :11-19
[3]   Bias in composite indexes of CSR practice: An analysis of CUR matrix decomposition [J].
Amor-Esteban, Victor ;
Galindo-Villardon, Maria Purificacion ;
Garcia-Sanchez, Isabel-Maria .
CORPORATE SOCIAL RESPONSIBILITY AND ENVIRONMENTAL MANAGEMENT, 2020, 27 (04) :1914-1936
[4]  
Ancos H., 2014, EC SIN FRONTERAS, V14
[5]  
[Anonymous], ENV IMPACT TEXTILES
[6]  
[Anonymous], 2005, ADM RESPONSABILIDAD
[7]   Communicating effectively about CSR on Twitter: The power of engaging strategies and storytelling elements [J].
Araujo, Theo ;
Kollat, Jana .
INTERNET RESEARCH, 2018, 28 (02) :419-431
[8]   Consumers' sentiment analysis of popular phone brands and operating system preference using Twitter data: A feasibility study [J].
Arora, Deepali ;
Li, Kin Fun ;
Neville, Stephen W. .
2015 IEEE 29TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS (IEEE AINA 2015), 2015, :680-686
[9]  
Arribas V., 2013, 5 GLOB C FASH EXPL C
[10]  
Bebbington Jan., 2008, ACCOUNT AUDIT ACCOUN, V21, P337, DOI [10.1108/09513570810863932, DOI 10.1108/09513570810863932]