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Linking components of social media usage to psychological distress: Integrating the situational theory of problem-solving and social capital theory

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  • Tian, Wei
  • De Costa, Feroz
  • Rahiman, Amir Rizaan Abdul
  • Roh, Taewoo

Abstract

Despite extensive research on psychological distress, studies that examine how social media usage impacts psychological distress are notably missing. This study employs the lenses of the situational theory of problem-solving and social capital theory to examine the relationship between social media usage and psychological distress. Our hypotheses propose that social media activities play a mediating role in the relationship between social media usage and psychological distress, while media skepticism and interpersonal injustice act as moderating factors. A structured questionnaire was developed and distributed to social media users in five major Chinese cities: Shenzhen, Guangzhou, Dongguan, Zhuhai, and Shantou. Non-probability convenience sampling and a two-wave research design were employed to collect data from 866 social media users. The results indicated a positive association between social media usage and psychological distress. Notably, social media activities were a positively significant mediator of this relationship. However, the moderating effect of media skepticism was non-significant, while interpersonal injustice reduces the impact of social media usage on psychological distress. The relationship between constraint recognition and psychological distress was not significant. These findings lead to practical insights for efficiently controlling social media participation and online behaviors, while also considering how interpersonal unfairness and other factors influence users' emotional distress levels.

Suggested Citation

  • Tian, Wei & De Costa, Feroz & Rahiman, Amir Rizaan Abdul & Roh, Taewoo, 2025. "Linking components of social media usage to psychological distress: Integrating the situational theory of problem-solving and social capital theory," Journal of Retailing and Consumer Services, Elsevier, vol. 84(C).
    • Handle: RePEc:eee:joreco:v:84:y:2025:i:c:s0969698924004831
    DOI: 10.1016/j.jretconser.2024.104187
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    1. Kunho Lee & Goo-Churl Jeong & JongEun Yim, 2020. "Consideration of the Psychological and Mental Health of the Elderly during COVID-19: A Theoretical Review," IJERPH, MDPI, vol. 17(21), pages 1-11, November.
    2. Kim, Minseong, 2022. "How can I Be as attractive as a Fitness YouTuber in the era of COVID-19? The impact of digital attributes on flow experience, satisfaction, and behavioral intention," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    3. Abbasi, Amir Zaib & Tsiotsou, Rodoula H. & Hussain, Khalil & Rather, Raouf Ahmad & Ting, Ding Hooi, 2023. "Investigating the impact of social media images’ value, consumer engagement, and involvement on eWOM of a tourism destination: A transmittal mediation approach," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
    4. Hiu Yan Wong & Hoi Yi Mo & Marc N. Potenza & Mung Ni Monica Chan & Wai Man Lau & Tsz Kwan Chui & Amir H. Pakpour & Chung-Ying Lin, 2020. "Relationships between Severity of Internet Gaming Disorder, Severity of Problematic Social Media Use, Sleep Quality and Psychological Distress," IJERPH, MDPI, vol. 17(6), pages 1-13, March.
    5. Saboo, Alok R. & Kumar, V. & Ramani, Girish, 2016. "Evaluating the impact of social media activities on human brand sales," International Journal of Research in Marketing, Elsevier, vol. 33(3), pages 524-541.
    6. Casper Ferm, Lars-Erik & Thaichon, Park, 2021. "Customer pre-participatory social media drivers and their influence on attitudinal loyalty within the retail banking industry: A multi-group analysis utilizing social exchange theory," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    7. Lena Frischlich & Tim Schatto-Eckrodt & Svenja Boberg & Florian Wintterlin, 2021. "Roots of Incivility: How Personality, Media Use, and Online Experiences Shape Uncivil Participation," Media and Communication, Cogitatio Press, vol. 9(1), pages 195-208.
    8. Bacile, Todd J. & Wolter, Jeremy S. & Allen, Alexis M. & Xu, Pei, 2018. "The Effects of Online Incivility and Consumer-to-Consumer Interactional Justice on Complainants, Observers, and Service Providers During Social Media Service Recovery," Journal of Interactive Marketing, Elsevier, vol. 44(C), pages 60-81.
    9. Lena Frischlich & Tim Schatto-Eckrodt & Svenja Boberg & Florian Wintterlin, 2021. "Roots of Incivility: How Personality, Media Use, and Online Experiences Shape Uncivil Participation," Media and Communication, Cogitatio Press, vol. 9(1), pages 195-208.
    10. Amjad Ali & Sania Yousuf, 2019. "Social capital and entrepreneurial intention: empirical evidence from rural community of Pakistan," Journal of Global Entrepreneurship Research, Springer;UNESCO Chair in Entrepreneurship, vol. 9(1), pages 1-13, December.
    11. Sea-Jin Chang & Arjen van Witteloostuijn & Lorraine Eden, 2010. "From the Editors: Common method variance in international business research," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(2), pages 178-184, February.
    12. Hua, Lian-Lian & Prentice, Catherine & Han, Xiaoyun, 2021. "A netnographical approach to typologizing customer engagement and corporate misconduct," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    13. Michael Dee Workman, 2021. "Antecedents of social media activism: an analytical study of a controversial topic," Behaviour and Information Technology, Taylor & Francis Journals, vol. 40(3), pages 300-310, February.
    14. Soomin Ryu & Lu Fan, 2023. "The Relationship Between Financial Worries and Psychological Distress Among U.S. Adults," Journal of Family and Economic Issues, Springer, vol. 44(1), pages 16-33, March.
    15. Herjanto, Halimin & Amin, Muslim & Purington, Elizabeth F., 2021. "Panic buying: The effect of thinking style and situational ambiguity," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
    16. Komal Shamim & Muhammad Azam, 2024. "The power of social media influencers: unveiling the impact on consumers’ impulse buying behaviour," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-11, December.
    17. Li, Xinwei & Xu, Mao & Zeng, Wenjuan & Tse, Ying Kei & Chan, Hing Kai, 2023. "Exploring customer concerns on service quality under the COVID-19 crisis: A social media analytics study from the retail industry," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
    18. Hilda & Girang Permata Gusti, 2023. "Utilizing Social Media In Digital Marketing: Tips And Tricks," Malaysian E Commerce Journal (MECJ), Zibeline International Publishing, vol. 7(2), pages 79-82, October.
    19. Chun-Ming Chang & Meng-Hsiang Hsu, 2016. "Understanding the determinants of users’ subjective well-being in social networking sites: an integration of social capital theory and social presence theory," Behaviour and Information Technology, Taylor & Francis Journals, vol. 35(9), pages 720-729, September.
    20. Shareef, Mahmud Akhter & Mukerji, Bhasker & Dwivedi, Yogesh K. & Rana, Nripendra P. & Islam, Rubina, 2019. "Social media marketing: Comparative effect of advertisement sources," Journal of Retailing and Consumer Services, Elsevier, vol. 46(C), pages 58-69.
    21. Zoe Taylor & Ala Yankouskaya & Constantina Panourgia, 2024. "Social media use, loneliness and psychological distress in emerging adults," Behaviour and Information Technology, Taylor & Francis Journals, vol. 43(7), pages 1312-1325, May.
    22. Zafar, Abaid Ullah & Shen, Jie & Ashfaq, Muhammad & Shahzad, Mohsin, 2021. "Social media and sustainable purchasing attitude: Role of trust in social media and environmental effectiveness," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    23. Xinxin Ma, 2024. "Internet use and income gaps between rural and urban residents in China," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 29(2), pages 789-809, April.
    24. Wong, Amy & Lee, Marcus, 2022. "Building engagement in online brand communities: The effects of socially beneficial initiatives on collective social capital," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    25. Sundararaj, Vinu & Rejeesh, M R, 2021. "A detailed behavioral analysis on consumer and customer changing behavior with respect to social networking sites," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    26. Rupp, Deborah E. & Bell, Chris M., 2010. "Extending the Deontic Model of Justice: Moral Self-Regulation in Third-Party Responses to Injustice," Business Ethics Quarterly, Cambridge University Press, vol. 20(1), pages 89-106, January.
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