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Social Media Analysis to Enhance Sustainable Knowledge Management: A Concise Literature Review

Author

Listed:
  • Ahmad M. Alghamdi

    (Department of Information Systems and Technology, College of Computer Science and Engineering, University of Jeddah, Jeddah 21493, Saudi Arabia
    School of Computer Science, Faculty of Engineering and IT, University of Technology Sydney, Ultimo, NSW 2007, Australia)

  • Salvatore Flavio Pileggi

    (School of Computer Science, Faculty of Engineering and IT, University of Technology Sydney, Ultimo, NSW 2007, Australia)

  • Osama Sohaib

    (School of Computer Science, Faculty of Engineering and IT, University of Technology Sydney, Ultimo, NSW 2007, Australia
    School of Business, American University of Ras Al Khaimah, Ras Al Khaimah 72603, United Arab Emirates)

Abstract
Although knowledge management relying on data from social networks has become an integral part of common practices, there needs to be a well-defined body of knowledge that explicitly addresses the process and the value generated. Sustainable knowledge management practices, which promote responsible and ethical knowledge sharing between different stakeholders, can also be facilitated through social media. This can foster a culture of continuous learning and innovation while considering the social implications of knowledge sharing. The main goal of this study is to critically and holistically discuss the impact of social media analysis in the knowledge management process holistically and maximize its value in a given context. More concretely, we conducted a systematic literature review (2012–2022) based on the PRISMA guidelines. We first approached the ideal phases of the knowledge management process and then discussed key issues and challenges from an application perspective. Overall, the study points out the positive impact of social network analysis on knowledge sharing, creativity and productivity, knowledge formulation, building trust, and cognitive capital. Additionally, value is provided in knowledge acquisition by simplifying and massively gathering information, reducing uncertainty and ambiguity, and organizing knowledge through storage, retrieval, and classification practices. At an application level, such knowledge may improve the quality of services and encourage creativity. Finally, this study analyzed specific domains, such as healthcare, marketing, politics, tourism, and event management, focusing on the potential and added value.

Suggested Citation

  • Ahmad M. Alghamdi & Salvatore Flavio Pileggi & Osama Sohaib, 2023. "Social Media Analysis to Enhance Sustainable Knowledge Management: A Concise Literature Review," Sustainability, MDPI, vol. 15(13), pages 1-30, June.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:13:p:9957-:d:1176883
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    References listed on IDEAS

    as
    1. Paola De Bernardi & Alberto Bertello & Francesco Venuti, 2019. "Online and On-Site Interactions within Alternative Food Networks: Sustainability Impact of Knowledge-Sharing Practices," Sustainability, MDPI, vol. 11(5), pages 1-14, March.
    2. Nisar, Tahir M. & Prabhakar, Guru & Strakova, Lubica, 2019. "Social media information benefits, knowledge management and smart organizations," Journal of Business Research, Elsevier, vol. 94(C), pages 264-272.
    3. Engelbrecht, Adrian & Gerlach, Jin & Benlian, Alexander & Buxmann, Peter, 2019. "How Employees Gain Meta-Knowledge Using Enterprise Social Networks: A Validation and Extension of Communication Visibility Theory," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 112362, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    4. Regycleia B. C. Alves & Paulo Pinheiro, 2022. "Factors Influencing Tacit Knowledge Sharing in Research Groups in Higher Education Institutions," Administrative Sciences, MDPI, vol. 12(3), pages 1-15, July.
    5. Tajvidi, Mina & Richard, Marie-Odile & Wang, YiChuan & Hajli, Nick, 2020. "Brand co-creation through social commerce information sharing: The role of social media," Journal of Business Research, Elsevier, vol. 121(C), pages 476-486.
    6. Purva Grover & Arpan Kumar Kar & Yogesh K. Dwivedi, 2022. "Understanding artificial intelligence adoption in operations management: insights from the review of academic literature and social media discussions," Annals of Operations Research, Springer, vol. 308(1), pages 177-213, January.
    7. Hunt Allcott & Matthew Gentzkow, 2017. "Social Media and Fake News in the 2016 Election," NBER Working Papers 23089, National Bureau of Economic Research, Inc.
    8. Mehdi Tajpour & Elahe Hosseini & Maliheh Mohammadi & Behrooz Bahman-Zangi, 2022. "The Effect of Knowledge Management on the Sustainability of Technology-Driven Businesses in Emerging Markets: The Mediating Role of Social Media," Sustainability, MDPI, vol. 14(14), pages 1-15, July.
    9. Lee, In, 2018. "Social media analytics for enterprises: Typology, methods, and processes," Business Horizons, Elsevier, vol. 61(2), pages 199-210.
    10. Lucrezia Maria Cosmo & Luigi Piper & Arianna Vittorio, 2021. "The role of attitude toward chatbots and privacy concern on the relationship between attitude toward mobile advertising and behavioral intent to use chatbots," Italian Journal of Marketing, Springer, vol. 2021(1), pages 83-102, June.
    11. James Meneghello & Nik Thompson & Kevin Lee & Kok Wai Wong & Bilal Abu-Salih, 2020. "Unlocking Social Media and User Generated Content as a Data Source for Knowledge Management," International Journal of Knowledge Management (IJKM), IGI Global, vol. 16(1), pages 101-122, January.
    12. Jiexiong Duan & Weixin Zhai & Chengqi Cheng, 2020. "Crowd Detection in Mass Gatherings Based on Social Media Data: A Case Study of the 2014 Shanghai New Year’s Eve Stampede," IJERPH, MDPI, vol. 17(22), pages 1-14, November.
    13. Domenico, Giandomenico Di & Sit, Jason & Ishizaka, Alessio & Nunan, Daniel, 2021. "Fake news, social media and marketing: A systematic review," Journal of Business Research, Elsevier, vol. 124(C), pages 329-341.
    14. Muhammad Zafar Yaqub & Abdullah Alsabban, 2023. "Knowledge Sharing through Social Media Platforms in the Silicon Age," Sustainability, MDPI, vol. 15(8), pages 1-19, April.
    15. Albassam, Bassam A., 2019. "Building an effective knowledge management system in Saudi Arabia using the principles of good governance," Resources Policy, Elsevier, vol. 64(C).
    16. Hunt Allcott & Matthew Gentzkow, 2017. "Social Media and Fake News in the 2016 Election," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 211-236, Spring.
    17. Salvatore F. Pileggi & Carlos Fernandez-Llatas & Vicente Traver, 2012. "When the Social Meets the Semantic: Social Semantic Web or Web 2.5," Future Internet, MDPI, vol. 4(3), pages 1-13, September.
    18. Ahmed Imran KABIR & Ridoan KARIM & Shah NEWAZ & Muhammad Istiaque HOSSAIN, 2018. "The Power of Social Media Analytics: Text Analytics Based on Sentiment Analysis and Word Clouds on R," Informatica Economica, Academy of Economic Studies - Bucharest, Romania, vol. 22(1), pages 25-38.
    19. Olan, Femi & Ogiemwonyi Arakpogun, Emmanuel & Suklan, Jana & Nakpodia, Franklin & Damij, Nadja & Jayawickrama, Uchitha, 2022. "Artificial intelligence and knowledge sharing: Contributing factors to organizational performance," Journal of Business Research, Elsevier, vol. 145(C), pages 605-615.
    20. Muninger, Marie-Isabelle & Mahr, Dominik & Hammedi, Wafa, 2022. "Social media use: A review of innovation management practices," Journal of Business Research, Elsevier, vol. 143(C), pages 140-156.
    21. Paul M. Leonardi, 2014. "Social Media, Knowledge Sharing, and Innovation: Toward a Theory of Communication Visibility," Information Systems Research, INFORMS, vol. 25(4), pages 796-816, December.
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