Many people now consider social media to be an integral part of their daily routines, which has enabled companies to implement successful corporate social responsibility campaigns through these platforms. The direct interaction with stakeholders offered by social media helps companies to build understanding, trust, and their image. The aim of this study was to identify key topics and trends communicated in connection with corporate social responsibility on the Twitter social network from 2017 to 2022. Analysis of 520,638 tweets by 168,134 unique users identified a predominance of environment-related topics: Sustainability, Climate Change, and Waste management. However, Charity remains the largest single topic. Based on the trend analysis, the areas of ESG, Social Impact, and Charity were identified as growth areas in communication, while Green and Philanthropy, on the other hand, were identified as decreasing.

Department of Management Faculty of Economics and Management Czech University of Life Sciences Prague Prague Czech Republic

Department of Production Engineering and Safety Faculty of Management Czestochowa University of Technology Czestochowa Poland

Department of Statistics Faculty of Economics and Management Czech University of Life Sciences Prague Prague Czech Republic

Management Club at the Faculty of Economics and Management Czech University of Life Sciences Prague Prague Czech Republic

See more in PubMed

Abeydeera S, Tregidga H, Kearins K. Sustainability reporting—more global than local? Meditari Accountancy Research. 2016;24(4):478–504. doi: 10.1108/MEDAR-09-2015-0063. DOI

Aichner T, Grünfelder M, Maurer O, Jegeni D. Twenty-five years of social media: a review of social media applications and definitions from 1994 to 2019. Cyberpsychology, Behavior, and Social Networking. 2021;24(4):215–222. doi: 10.1089/cyber.2020.0134. PubMed DOI PMC

Aikat D. A new medium for organizational communication: analyzing web content characteristics of fortune 500 companies. Electronic Journal of Communication. 2000;10(1):2.

Ali W, Frynas JG, Mahmood Z. Determinants of corporate social responsibility (CSR) disclosure in developed and developing countries: a literature review. Corporate Social Responsibility and Environmental Management. 2017;24(4):273–294. doi: 10.1002/csr.1410. DOI

Amin MH, Mohamed EKA, Elragal A. CSR disclosure on Twitter: evidence from the UK. International Journal of Accounting Information Systems. 2021;40(March):100500. doi: 10.1016/j.accinf.2021.100500. DOI

Antonakaki D, Fragopoulou P, Ioannidis S. A survey of Twitter research: data model, graph structure, sentiment analysis and attacks. Expert Systems with Applications. 2021;164(February):114006. doi: 10.1016/j.eswa.2020.114006. DOI

Araujo T, Kollat J. Communicating effectively about CSR on Twitter. Internet Research. 2018;28(2):419–431. doi: 10.1108/IntR-04-2017-0172. DOI

Araujo T, Neijens P, Vliegenthart R. What motivates consumers to re-Tweet brand content? Journal of Advertising Research. 2015;55(3):284–295. doi: 10.2501/JAR-2015-009. DOI

Arvidsson S. Communication of corporate social responsibility: a study of the views of management teams in large companies. Journal of Business Ethics. 2010;96(3):339–354. doi: 10.1007/s10551-010-0469-2. DOI

Bartikowski B, Berens G. Attribute framing in CSR communication: doing good and spreading the word—but how? Journal of Business Research. 2021;131(July):700–708. doi: 10.1016/j.jbusres.2020.12.059. DOI

Bastian M, Heymann S, Jacomy M. Gephi: an open source software for exploring and manipulating networks. Proceedings of the International AAAI Conference on Web and Social Media. 2009;3(1):361–362. doi: 10.1609/icwsm.v3i1.13937. DOI

Binkley JK, Young J. The Chow test with time series-cross section data. Faculty & Staff Research and Creative Activity. 184. 2020. https://digitalcommons.murraystate.edu/faculty/184. [2 December 2022]. https://digitalcommons.murraystate.edu/faculty/184

Blei DM, Ng AY, Jirdan MI. Latent dirichlet allocation. The Journal of Machine Learning Research. 2003;3(4–5):993–1022. doi: 10.1162/jmlr.2003.3.4-5.993. DOI

Blondel VD, Guillaume JL, Lambiotte R, Lefebvre E. Fast unfolding of communities in large networks. Journal of Statistical Mechanics: Theory and Experiment. 2008;2008(10):P10008. doi: 10.1088/1742-5468/2008/10/P10008. DOI

Bose S, Khan HZ. Sustainable development goals (SDGs) reporting and the role of country-level institutional factors: an international evidence. Journal of Cleaner Production. 2022;335(February):130290. doi: 10.1016/j.jclepro.2021.130290. DOI

Braccini A, Margherita E. Exploring organizational sustainability of industry 4.0 under the triple bottom line: the case of a manufacturing company. Sustainability. 2018;11(1):36. doi: 10.3390/su11010036. DOI

Brochet F, Loumioti M, Serafeim G. Short-termism, investor clientele, and firm risk. SSRN Electronic Journal. 2012;118(4):1169. doi: 10.2139/ssrn.1999484. DOI

Capurro R. Privacy. An intercultural perspective. Ethics and Information Technology. 2005;7(1):37–47. doi: 10.1007/s10676-005-4407-4. DOI

Carroll AB. The pyramid of corporate social responsibility: toward the moral management of organizational stakeholders. Business Horizons. 1991;34(4):39–48. doi: 10.1016/0007-6813(91)90005-G. DOI

Carroll AB, Shabana KM. The business case for corporate social responsibility: a review of concepts, research and practice. International Journal of Management Reviews. 2010;12(1):85–105. doi: 10.1111/j.1468-2370.2009.00275.x. DOI

Cartwright S, Liu H, Raddats C. Strategic use of social media within business-to-business (B2B) marketing: a systematic literature review. Industrial Marketing Management. 2021;97(August):35–58. doi: 10.1016/j.indmarman.2021.06.005. DOI

Castelló I, Morsing M, Schultz F. Communicative dynamics and the polyphony of corporate social responsibility in the network society. Journal of Business Ethics. 2013;118(4):683–694. doi: 10.1007/s10551-013-1954-1. DOI

Chae B, Park E. Corporate social responsibility (CSR): a survey of topics and trends using twitter data and topic modeling. Sustainability. 2018;10(7):2231. doi: 10.3390/su10072231. DOI

Chen YC, Hung M, Wang Y. The effect of mandatory CSR disclosure on firm profitability and social externalities: evidence from China. Journal of Accounting and Economics. 2018;65(1):169–190. doi: 10.1016/j.jacceco.2017.11.009. DOI

Childers CC, Lemon LL, Hoy MG. #Sponsored #Ad: agency perspective on influencer marketing campaigns. Journal of Current Issues & Research in Advertising. 2019;40(3):258–274. doi: 10.1080/10641734.2018.1521113. DOI

Chonko LB, Hunt SD. Ethics and marketing management: an empirical examination. Journal of Business Research. 1985;13(4):339–359. doi: 10.1016/0148-2963(85)90006-2. DOI

Chow GC. Tests of equality between sets of coefficients in two linear regressions. Econometrica. 1960;28(3):591–605. doi: 10.2307/1910133. DOI

Christensen HB, Hail L, Leuz C. Mandatory CSR and sustainability reporting: economic analysis and literature review. Review of Accounting Studies. 2021;26(3):1176–1248. doi: 10.1007/s11142-021-09609-5. DOI

Chuah SHW, Rasoolimanesh SM, Aw ECX, Tseng ML. Lord, please save me from my sins! Can CSR mitigate the negative impacts of sharing economy on consumer trust and corporate reputation? Tourism Management Perspectives. 2022;41(January):100938. doi: 10.1016/j.tmp.2022.100938. DOI

Cini AC, Ricci C. CSR as a driver where ESG performance will ultimately matter. Symphonya. Emerging Issues in Management. 2018;1(July):68–75. doi: 10.4468/2018.1.05cini.ricci. DOI

Clément A, Élisabeth R, Léo T. Improving ESG scores with sustainability concepts. Sustainability. 2022;14(20):13154. doi: 10.3390/su142013154. DOI

Connor M, Cuong OQ, Demont M, Sander BO, Nelson K. The influence of climate change knowledge on consumer valuation of sustainably produced rice in Vietnam. Sustainable Production and Consumption. 2022;31(May):1–12. doi: 10.1016/j.spc.2022.01.034. DOI

de Veirman M, Cauberghe V, Hudders L. Marketing through Instagram influencers: the impact of number of followers and product divergence on brand attitude. International Journal of Advertising. 2017;36(5):798–828. doi: 10.1080/02650487.2017.1348035. DOI

Deeva I. Computational personality prediction based on digital footprint of a social media user. Procedia Computer Science. 2019;156:185–193. doi: 10.1016/j.procs.2019.08.194. DOI

DeGennaro RP, Barry J. What is ESG, and is it right for you? American Investment Services. 2020;7:441–443.

del Baldo M. Sustainability and CSR orientation through ‘Edutainment’ in tourism. International Journal of Corporate Social Responsibility. 2018;3(1):5. doi: 10.1186/s40991-018-0027-2. DOI

Dixon S. Number of Twitter users worldwide from 2019 to 2024. 2022. https://www.statista.com/statistics/303681/twitter-users-worldwide/ https://www.statista.com/statistics/303681/twitter-users-worldwide/ Statista. 2022.

Dmuchowski P, Dmuchowski W, Baczewska-Dąbrowska AH, Gworek B. Environmental, social, and governance (ESG) model; impacts and sustainable investment—global trends and poland’s perspective. Journal of Environmental Management. 2023;329(March):117023. doi: 10.1016/j.jenvman.2022.117023. PubMed DOI

Dong C, Rim H. Exploring nonprofit-business partnerships on Twitter from a network perspective. Public Relations Review. 2019;45(1):104–118. doi: 10.1016/j.pubrev.2018.11.001. DOI

Dwivedi YK, Ismagilova E, Rana NP, Raman R. Social media adoption, usage and impact in business-to-business (B2B) context: a state-of-the-art literature review. Information Systems Frontiers. 2021;53(February):102118. doi: 10.1007/s10796-021-10106-y. DOI

D’Andrea A, Pizzichini L, Marasca S, Gregori GL. CSR communication: the use of internet-based tools. Symphonya. Emerging Issues in Management. 2019;2(December):38–59. doi: 10.4468/2019.2.05dandrea.pizzichini.marasca.gregori. DOI

Eccles RG, Ioannou I, Serafeim G. The impact of corporate sustainability on organizational processes and performance. Management Science. 2014;60(11):2835–2857. doi: 10.1287/mnsc.2014.1984. DOI

Edyta A, Rizun M, Paulina Z. Strategies of socal media application on the expample of a micro-organization. European, Mediterranean & Middle Eastern Conference on Information Systems.2016.

Elkington J. Towards the sustainable corporation: win-win-win business strategies for sustainable development. California Management Review. 1994;36(2):90–100. doi: 10.2307/41165746. DOI

English Cambridge Dictionary. 2022. https://dictionary.cambridge.org/dictionary/english/charity https://dictionary.cambridge.org/dictionary/english/charity Charity.

Etter M. Broadcasting, reacting, engaging—three strategies for CSR communication in Twitter. Journal of Communication Management. 2014;18(4):322–342. doi: 10.1108/JCOM-01-2013-0007. DOI

European Commission Proposal for a directive of the European parliament and of the council amending directive 2013/34/EU, directive 2004/109/EC, directive 2006/43/EC and regulation (EU) no 537/2014, as regards corporate sustainability reporting. 2021. https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX%3A52021PC0189 https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX%3A52021PC0189

Fatemi A, Glaum M, Kaiser S. ESG performance and firm value: the moderating role of disclosure. Global Finance Journal. 2018;38(November):45–64. doi: 10.1016/j.gfj.2017.03.001. DOI

Gago T, Sá I. Environmental worry and wellbeing in young adult university students. Current Research in Environmental Sustainability. 2021;3:100064. doi: 10.1016/j.crsust.2021.100064. DOI

Gaytan Camarillo M, Ferguson E, Ljevar V, Spence A. Big changes start with small talk: Twitter and climate change in times of coronavirus pandemic. Frontiers in Psychology. 2021;12(June):291. doi: 10.3389/fpsyg.2021.661395. PubMed DOI PMC

Gillan SL, Koch A, Starks LT. Firms and social responsibility: a review of ESG and CSR research in corporate finance. Journal of Corporate Finance. 2021;66(February):101889. doi: 10.1016/j.jcorpfin.2021.101889. DOI

Ginder W, Byun SE. To trust or not to trust? The interplay between labor-related CSR claim type and prior CSR reputation of apparel retailers. Journal of Retailing and Consumer Services. 2022;65(March):102875. doi: 10.1016/j.jretconser.2021.102875. DOI

Graham Spickett‐Jones J, Kitchen PJ, Reast JD. Social facts and ethical hardware: ethics in the value proposition. Journal of Communication Management. 2004;8(1):68–82. doi: 10.1108/13632540410807556. DOI

Graphext Exploratory data analysis & predictive modeling. 2023. https://www.graphext.com/ [2 March 2023]. https://www.graphext.com/

Hassani A, Mosconi E. Social media analytics, competitive intelligence, and dynamic capabilities in manufacturing SMEs. Technological Forecasting and Social Change. 2022;175:121416. doi: 10.1016/j.techfore.2021.121416. DOI

Hickman C, Marks E, Pihkala P, Clayton S, Lewandowski RE, Mayall EE, Wray B, Mellor C, van Susteren L. Climate anxiety in children and young people and their beliefs about government responses to climate change: a global survey. The Lancet Planetary Health. 2021;5(12):e863–e873. doi: 10.1016/S2542-5196(21)00278-3. PubMed DOI

Hoffman RC. Corporate social responsibility in the 1920s: an institutional perspective. Journal of Management History. 2007;13:55–73. doi: 10.1108/17511340710715179. DOI

Hopkins M. Defining indicators to assess socially responsible enterprises. Futures. 1997;29(7):581–603. doi: 10.1016/S0016-3287(97)00034-7. DOI

Husnaini W, Sasanti EE, Cahyaningtyas SR. Corporate social responsibility (CSR) dan Reputasi Perusahaan. Jurnal Aplikasi Akuntansi. 2018;2(2):1–9. doi: 10.29303/jaa.v2i2.22. DOI

Hutto C, Gilbert E. VADER: a parsimonious rule-based model for sentiment analysis of social media text. Proceedings of the International AAAI Conference on Web and Social Media. 2014;8(1):216–225. doi: 10.1609/icwsm.v8i1.14550. DOI

Jacomy M, Venturini T, Heymann S, Bastian M. ForceAtlas2, a continuous graph layout algorithm for handy network visualization designed for the gephi software. PLOS ONE. 2014;9:e98679. doi: 10.1371/journal.pone.0098679. PubMed DOI PMC

Jahdi KS, Acikdilli G. Marketing communications and corporate social responsibility (CSR): marriage of convenience or shotgun wedding? Journal of Business Ethics. 2009;88(1):103–113. doi: 10.1007/s10551-009-0113-1. DOI

Jakučionytė-Skodienė M, Krikštolaitis R, Liobikienė G. The contribution of changes in climate-friendly behaviour, climate change concern and personal responsibility to household greenhouse gas emissions: heating/cooling and transport activities in the European union. Energy. 2022;246(May):123387. doi: 10.1016/j.energy.2022.123387. DOI

Kang JS, Chiang CF, Huangthanapan K, Downing S. Corporate social responsibility and sustainability balanced scorecard: the case study of family-owned hotels. International Journal of Hospitality Management. 2015;48(July):124–134. doi: 10.1016/j.ijhm.2015.05.001. DOI

Karagiannis I, Vouros P, Sioutas N, Evangelinos K. Mapping the maritime CSR agenda: a cross-sectoral materiality analysis of sustainability reporting. Journal of Cleaner Production. 2022;338(March):130139. doi: 10.1016/j.jclepro.2021.130139. DOI

Kent ML, Taylor M. From Homo Economicus to Homo dialogicus: rethinking social media use in CSR communication. Public Relations Review. 2016;42(1):60–67. doi: 10.1016/j.pubrev.2015.11.003. DOI

Khan M, Lockhart J, Bathurst R. The institutional analysis of CSR: learnings from an emerging country. Emerging Markets Review. 2021;46(March):100752. doi: 10.1016/j.ememar.2020.100752. DOI

Księżak P, Fischbach B. Triple bottom line: the pillars of CSR. Journal of Corporate Responsibility and Leadership. 2018;4(3):95. doi: 10.12775/JCRL.2017.018. DOI

Kvasničková Stanislavská L, Pilař L, Margarisová Kára, Kvasnička R. Corporate social responsibility and social media: comparison between developing and developed Countries. Sustainability. 2020;12(13):5255. doi: 10.3390/su12135255. DOI

Lee K, Oh WY, Kim N. Social media for socially responsible firms: analysis of fortune 500’s Twitter profiles and their CSR/CSIR ratings. Journal of Business Ethics. 2013;118(4):791–806. doi: 10.1007/s10551-013-1961-2. DOI

Lee KH, Shin D. Consumers’ responses to CSR activities: the linkage between increased awareness and purchase intention. Public Relations Review. 2010;36(2):193–195. doi: 10.1016/j.pubrev.2009.10.014. DOI

Li S, Cheng W, Li J, Shen H. Corporate social responsibility development and climate change: regional evidence of China. Sustainability. 2021;13(21):11859. doi: 10.3390/su132111859. DOI

Lodhia SK. Corporate environmental reporting media: A case for the world wide web. Electronic Green Journal. 2004;1(20) doi: 10.5070/G312010553. DOI

Lodhia SK. The world wide web and its potential for corporate environmental communication: a study into present practices in the Australian minerals industry. The International Journal of Digital Accounting Research. 2006;6(11):65–94. doi: 10.4192/1577-8517-v6_3. DOI

Lythreatis S, Mostafa AMS, Pereira V, Wang X, Giudice MD. Servant leadership, CSR perceptions, moral meaningfulness and organizational identification-evidence from the Middle East. International Business Review. 2021;30(5):101772. doi: 10.1016/j.ibusrev.2020.101772. DOI

López M, Sicilia M, Moyeda-Carabaza AA. Creating identification with brand communities on Twitter. Internet Research. 2017;27(1):21–51. doi: 10.1108/IntR-12-2013-0258. DOI

MacNeil I, Esser IM. From a financial to an entity model of ESG. European Business Organization Law Review. 2022;23(1):9–45. doi: 10.1007/s40804-021-00234-y. DOI

Maignan I, Ferrell OC. Corporate citizenship as a marketing instrument—concepts, evidence and research directions. European Journal of Marketing. 2001;35(3/4):457–484. doi: 10.1108/03090560110382110. DOI

Maiorescu-Murphy RD. Business-centered versus socially responsible corporate diversity communication. An assessment of stakeholder (dis)agreement on Twitter. Public Relations Review. 2022;48(1):102138. doi: 10.1016/j.pubrev.2021.102138. DOI

Manuel B. Introduction to tools and methods for the analysis of Twitter data. 10Plus1: Living Linguistics. 2015;1(1):74–91.

Martínez MP, Cremasco CP, Gabriel Filho Lís RA, Braga Junior SS, Bednaski AV, Quevedo-Silva F, Correa CM, da Silva D, Moura-Leite Padgett RC. Fuzzy inference system to study the behavior of the green consumer facing the perception of greenwashing. Journal of Cleaner Production. 2020;242(January):116064. doi: 10.1016/j.jclepro.2019.03.060. DOI

Meseguer-Sánchez V, Gálvez-Sánchez FJ, López-Martínez G, Molina-Moreno V. Corporate social responsibility and sustainability. a bibliometric analysis of their interrelations. Sustainability. 2021;13(4):1636. doi: 10.3390/su13041636. DOI

Morsing M, Schultz M, Nielsen KU. The ‘Catch 22’ of communicating CSR: findings from a danish study. Journal of Marketing Communications. 2008;14(2):97–111. doi: 10.1080/13527260701856608. DOI

Murtagh F, Legendre P. Ward’s hierarchical agglomerative clustering method: which algorithms implement Ward’s criterion? Journal of Classification. 2014;31(3):274–295. doi: 10.1007/s00357-014-9161-z. DOI

Ndubuka NN, Rey-Marmonier E. Capability approach for realising the sustainable development goals through responsible management education: the case of UK business school academics. The International Journal of Management Education. 2019;17(3):100319. doi: 10.1016/j.ijme.2019.100319. DOI

Neu D, Saxton G, Everett J, Shiraz AR. Speaking truth to power: Twitter reactions to the panama papers. Journal of Business Ethics. 2020;162(2):473–485. doi: 10.1007/s10551-018-3997-9. PubMed DOI PMC

Ngai CSB, Singh RG. Operationalizing genuineness in CSR communication for public engagement on social media. Public Relations Review. 2021;47(5):102122. doi: 10.1016/j.pubrev.2021.102122. DOI

Nguyen TTN, Nguyen PN, Hoai TT. Ethical leadership, corporate social responsibility, firm reputation, and firm performance: a serial mediation model. Heliyon. 2021;7(4):e06809. doi: 10.1016/j.heliyon.2021.e06809. PubMed DOI PMC

Nielsen AE, Thomsen C. Corporate social responsibility (CSR) management and marketing communication: research streams and themes. HERMES—Journal of Language and Communication in Business. 2012;49(November):49–65. doi: 10.7146/hjlcb.v25i49.97737. DOI

Okazaki S, Plangger K, West D, Menéndez HD. Exploring digital corporate social responsibility communications on Twitter. Journal of Business Research. 2020;117(September):675–682. doi: 10.1016/j.jbusres.2019.09.006. DOI

Pan X, Sinha P, Chen X. Corporate social responsibility and eco‐innovation: the triple bottom line perspective. Corporate Social Responsibility and Environmental Management. 2021;28(1):214–228. doi: 10.1002/csr.2043. DOI

Pardo C, Pagani M, Savinien J. The strategic role of social media in business-to-business contexts. Industrial Marketing Management. 2022;101(February):82–97. doi: 10.1016/j.indmarman.2021.11.010. DOI

Park J, Choi W, Jung SU. Exploring trends in environmental, social, and governance themes and their sentimental value over time. Frontiers in Psychology. 2022;13(June):87. doi: 10.3389/fpsyg.2022.890435. PubMed DOI PMC

Patuelli A, Caldarelli G, Lattanzi N, Saracco F. Firms’ challenges and social responsibilities during COVID-19: a Twitter analysis. PLOS ONE. 2021;16(7):e0254748. doi: 10.1371/journal.pone.0254748. PubMed DOI PMC

Phillips S, Thai VV, Halim Z. Airline value chain capabilities and CSR performance: the connection between CSR leadership and CSR culture with CSR performance, customer satisfaction and financial performance. The Asian Journal of Shipping and Logistics. 2019;35(1):30–40. doi: 10.1016/j.ajsl.2019.03.005. DOI

Pilar L, Polakova J, Gresham G, Rojik S, Ticha I. Why people use hashtags when visiting farmers’ markets. Agrarian Perspectives Xxvi: Competitiveness of European Agriculture and Food Sectors; 2017. pp. 287–292.

Pilař L, Kvasničková Stanislavská L, Kvasnička R, Bouda P, Pitrová J. Framework for social media analysis based on hashtag research. Applied Sciences. 2021;11(8):3697. doi: 10.3390/app11083697. DOI

Pilař L, Kvasničková Stanislavská L, Pitrová J, Krejčí I, Tichá I, Chalupová M. Twitter Analysis of global communication in the field of sustainability. Sustainability. 2019;11(24):6958. doi: 10.3390/su11246958. DOI

Platform Developer Twitter API. 2022. https://developer.twitter.com/en/docs/twitter-api https://developer.twitter.com/en/docs/twitter-api 2022.

Podgorodnichenko N, Edgar F, Akmal A. An integrative literature review of the CSR-HRM nexus: learning from research-practice gaps. Human Resource Management Review. 2022;32(3):100839. doi: 10.1016/j.hrmr.2021.100839. DOI

Polley C. ESG vs. CSR: what’s the difference? 2022. https://thesustainableagency.com/blog/esg-vs-csr/ [2 November 2022]. https://thesustainableagency.com/blog/esg-vs-csr/ Akepa. 2022.

Pomering A, Dolnicar S. Assessing the prerequisite of successful CSR implementation: are consumers aware of CSR initiatives? Journal of Business Ethics. 2009;85(S2):285–301. doi: 10.1007/s10551-008-9729-9. DOI

Porter ME, Kramer MR. Strategy & society: the link between competitive advantage and corporate social responsibility. Harvard Business Review. 2006;84(12):78–92. PubMed

Ricee S. Social impact: definition and why is social impact important? 2021. https://diversity.social/social-impact/ [2 November 2022]. https://diversity.social/social-impact/

Rizwana B, Atif H, Cheema FEA. Impact of corporate social responsibility activities over the employees of the organization: an exploratory study. IBT Journal of Business Studies (JBS) 2012;8(2):11–21. doi: 10.46745/ilma.ibtjbs.2012.82.0. DOI

Roberts ME, Stewart BM, Airoldi EM. A model of text for experimentation in the social sciences. Journal of the American Statistical Association. 2016;111(515):988–1003. doi: 10.1080/01621459.2016.1141684. DOI

Roy PP, Rao S, Zhu M. Mandatory CSR expenditure and stock market liquidity. Journal of Corporate Finance. 2022;72(February):102158. doi: 10.1016/j.jcorpfin.2022.102158. DOI

Ruehl CH, Ingenhoff D. Communication management on social networking sites. Journal of Communication Management. 2015;19(3):288–302. doi: 10.1108/JCOM-04-2015-0025. DOI

Saat RM, Selamat MH. An examination of consumer’s attitude towards corporate social responsibility (CSR) web communication using media richness theory. Procedia—Social and Behavioral Sciences. 2014;155(November):392–397. doi: 10.1016/j.sbspro.2014.10.311. DOI

Sánchez-Teba EM, Benítez-Márquez MD, Bermúdez-González G, Luna-Pereira MDM. Mapping the knowledge of CSR and sustainability. Sustainability. 2021;13(18):10106. doi: 10.3390/su131810106. DOI

Sætra HS. A framework for evaluating and disclosing the ESG related impacts of AI with the SDGs. Sustainability. 2021;13(15):8503. doi: 10.3390/su13158503. DOI

Schlegelmilch BB, Pollach I. The perils and opportunities of communicating corporate ethics. Journal of Marketing Management. 2005;21(3–4):267–290. doi: 10.1362/0267257053779154. DOI

Shamoi E, Turdybay A, Shamoi P, Akhmetov I, Jaxylykova A, Pak A. Sentiment analysis of vegan related tweets using mutual information for feature selection. PeerJ Computer Science. 2022;8(1):e1149. doi: 10.7717/peerj-cs.1149. PubMed DOI PMC

Sharma E. A review of corporate social responsibility in developed and developing nations. Corporate Social Responsibility and Environmental Management. 2019;6(2):208. doi: 10.1002/csr.1739. DOI

Shiri N, Jafari-Sadeghi V. Corporate social responsibility and green behaviour: towards sustainable food-business development. Corporate Social Responsibility and Environmental Management. 2022 doi: 10.1002/csr.2377. Epub ahead of print 29 August 2022. DOI

Singhapakdi A, Kraft KL, Vitell SJ, Rallapalli KC. The perceived importance of ethics and social responsibility on organizational effectiveness: a survey of marketers. Journal of the Academy of Marketing Science. 1994;23(1):49–56. doi: 10.1177/0092070395231006. DOI

Stahl GK, Brewster CJ, Collings DG, Hajro A. Enhancing the role of human resource management in corporate sustainability and social responsibility: a multi-stakeholder, multidimensional approach to HRM. Human Resource Management Review. 2020;30(3):100708. doi: 10.1016/j.hrmr.2019.100708. DOI

Suárez-Rico Y, Gómez-Villegas M, García-Benau M. Exploring Twitter for CSR disclosure: influence of CEO and firm characteristics in Latin American companies. Sustainability. 2018;10(8):2617. doi: 10.3390/su10082617. DOI

Suttipun M, Lakkanawanit P, Swatdikun T, Dungtripop W. The impact of corporate social responsibility on the financial performance of listed companies in Thailand. Sustainability. 2021;13(16):8920. doi: 10.3390/su13168920. DOI

Tan PL, Rasoolimanesh SM, Manickam G. How corporate social responsibility affects brand equity and loyalty? A comparison between private and public universities. Heliyon. 2022;8(4):e09266. doi: 10.1016/j.heliyon.2022.e09266. PubMed DOI PMC

Tao W, Wilson C. Fortune 1000 communication strategies on Facebook and Twitter. Journal of Communication Management. 2015;19(3):208–223. doi: 10.1108/JCOM-01-2013-0004. DOI

Ting PH. Do large firms just talk corporate social responsibility? The evidence from CSR report disclosure. Finance Research Letters. 2021;38(February):101476. doi: 10.1016/j.frl.2020.101476. DOI

Tractor Scraping with tractor. 2023. https://www.graphext.com/docs/scraping-with-tractor. [2 March 2023]. https://www.graphext.com/docs/scraping-with-tractor

Tsai YH, Joe SW, Lin CP, Chiu CK, Shen KT. Exploring corporate citizenship and purchase intention: mediating effects of brand trust and corporate identification. Business Ethics: A European Review. 2015;24(4):361–377. doi: 10.1111/beer.12073. DOI

Tsalis TA, Malamateniou KE, Koulouriotis D, Nikolaou IE. New challenges for corporate sustainability reporting: United Nations’ 2030 Agenda for sustainable development and the sustainable development goals. Corporate Social Responsibility and Environmental Management. 2020;27(4):1617–1629. doi: 10.1002/csr.1910. DOI

Tufféry S. Data mining and statistics for decision making. UK, West Sussex: Wiley; 2011.

Turner MR, McIntosh T, Reid SW, Buckley MR. Corporate implementation of socially controversial CSR initiatives: implications for human resource management. Human Resource Management Review. 2019;29(1):125–136. doi: 10.1016/j.hrmr.2018.02.001. DOI

Uadiale OM, Fagbemi TO. Corporate social responsibility and financial performance in developing economies: the Nigerian experience. Journal of Economics and Sustainable Development. 2012;3(4):44–54.

United Nations Our common future. 1987. https://www.are.admin.ch/are/en/home/sustainable-development/international-cooperation/2030agenda/un-_-milestones-in-sustainable-development/1987--brundtland-report.html. [12 September 2022]. https://www.are.admin.ch/are/en/home/sustainable-development/international-cooperation/2030agenda/un-_-milestones-in-sustainable-development/1987--brundtland-report.html Report of the World Commission on Environment and Development.

United Nations Transforming our world: the 2030 Agenda for sustainable development. 2015. https://sdgs.un.org/2030agenda. [12 September 2022]. https://sdgs.un.org/2030agenda

Valente M, Crane A. Public responsibility and private enterprise in developing Countries. California Management Review. 2010;52(3):52–78. doi: 10.1525/cmr.2010.52.3.52. DOI

Vargas AN, Maier A, Vallim MBR, Banda JM, Preciado VM. Negative perception of the COVID-19 pandemic is dropping: evidence from Twitter posts. Frontiers in Psychology. 2021;12(September):1. doi: 10.3389/fpsyg.2021.737882. PubMed DOI PMC

Varyash I, Mikhaylov A, Moiseev N, Aleshin K. Triple bottom line and corporate social responsibility performance indicators for Russian companies. Entrepreneurship and Sustainability Issues. 2020;8(1):313–329. doi: 10.9770/jesi. DOI

Viererbl B, Koch T. The paradoxical effects of communicating CSR activities: why CSR communication has both positive and negative effects on the perception of a company’s social responsibility. Public Relations Review. 2022;48(1):102134. doi: 10.1016/j.pubrev.2021.102134. DOI

Wang W, Korschun D. Spillover of social responsibility associations in a brand portfolio. Journal of Product & Brand Management. 2015;24(6):596–609. doi: 10.1108/JPBM-06-2014-0629. DOI

Wang H, Tong L, Takeuchi R, George G. Corporate social responsibility: an overview and new research directions. Academy of Management Journal. 2016;59(2):534–544. doi: 10.5465/amj.2016.5001. DOI

Wassmann B, Siegrist M, Hartmann C. Palm oil and the roundtable of sustainable palm oil (RSPO) label: are swiss consumers aware and concerned? Food Quality and Preference. 2023;103(January):104686. doi: 10.1016/j.foodqual.2022.104686. DOI

Wehmeier S, Schultz F. Corporate communication and corporate social responsibility: a storytelling perspective. Handbook of Communication and Corporate Social Responsibility; 2011. pp. 467–489.

Withisuphakorn P. Relationship between CSR and financial performance: the first comparative study on listed companies in Thailand and the USA. International Journal of Economic Policy in Emerging Economies. 2018;11(4):367. doi: 10.1504/IJEPEE.2018.094524. DOI

Worldometer Current world population. 2022. https://www.worldometers.info/world-population/ [29 September 2022]. https://www.worldometers.info/world-population/

Wu S, Zhang H, Wei T. Corporate social responsibility disclosure, media reports, and enterprise innovation: evidence from Chinese listed companies. Sustainability. 2021;13(15):8466. doi: 10.3390/su13158466. DOI

Yang L, Ngai CSB, Lu W. Changing trends of corporate social responsibility reporting in the world-leading airlines. PLOS ONE. 2020;15:e0234258. doi: 10.1371/journal.pone.0234258. PubMed DOI PMC

Yıldız A, Ozerim G. Corporate social responsibility in European context. In: Altuntaş Vural C, Türker D, Toker H, editors. Contemporary Issues in Corporate Social Responsibility. Pennsylvania: Lexington Books; 2014. pp. 43–55.

Yin C, Ma H, Gong Y, Chen Q, Zhang Y. Environmental CSR and environmental citizenship behavior: the role of employees’ environmental passion and empathy. Journal of Cleaner Production. 2021;320(October):128751. doi: 10.1016/j.jclepro.2021.128751. DOI

Yusoff H, Mohamad SS, Darus F. The influence of CSR disclosure structure on corporate financial performance: evidence from stakeholders’ perspectives. Procedia Economics and Finance. 2013;7(7):213–220. doi: 10.1016/S2212-5671(13)00237-2. DOI

Zainullin S, Zainullina O. Scientific review digitalization of corporate culture as a factor influencing ESG investment in the energy sector. International Review. 2021;12(1–2):130–136. doi: 10.5937/intrev2102132Z. DOI

Zhang K, Geng Y, Zhao J, Liu J, Li W. Sentiment analysis of social media via multimodal feature fusion. Symmetry. 2020;12(12):2010. doi: 10.3390/sym12122010. DOI

Work-life balance Twitter insights: A social media analysis before and after COVID-19 pandemic

Climate change and livestock herders wellbeing in Pakistan: Does nexus of risk perception, adaptation and their drivers matter?