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Attitude, Self-Control, and Prosocial Norm to Predict Intention to Use Social Media Responsibly: From Scale to Model Fit towards a Modified Theory of Planned Behavior

Author

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  • Md Shahzalal

    (Department of Media and Communication Studies, Universiti Malaya, Kuala Lumpur 50603, Malaysia
    Department of Marketing, Begum Rokeya University, Rangpur, Rangpur 5404, Bangladesh)

  • Hamedi Mohd Adnan

    (Department of Media and Communication Studies, Universiti Malaya, Kuala Lumpur 50603, Malaysia)

Abstract

Severe abuse of social media has currently become a threat to social sustainability. Although “responsible use of social media” has recently attracted academics’ attention, few studies have investigated the psychosocial antecedents of individuals’ intention to use social media responsibly (IUSR). Therefore, the current study tested whether attitudes, self-control, and prosocial norms (ASP) can positively and significantly predict social media users’ IUSR. To this end, the theoretical interrelationships among ASP were explored, and an initial pool of items was developed by reviewing the relevant literature. Then, the items were selected based on a panel of experts’ content validity test. An online questionnaire was used to survey university student social media users (n = 226) in Bangladesh. PLSc-SEM and CB-SEM bootstrapping, followed by an artificial neural network (ANN) analysis, were completed to evaluate the measurement and structural models. Current results show that the three elements of ASP strongly correlate with and significantly influence each other, but attitude and prosocial norms partially mediate the relationships between the antecedents and intention. The predictors in the proposed model substantially predict and explain IUSR, which is supported by results of relevant past studies in different disciplines. Thus, the model expresses its applicability as a modified theory of planned behavior (TPB) in researching individuals’ social media behavior. The study has implications for relevant stakeholders to take crucial measures to promote more responsible use of social media. Limitations and avenues for future study are also presented.

Suggested Citation

  • Md Shahzalal & Hamedi Mohd Adnan, 2022. "Attitude, Self-Control, and Prosocial Norm to Predict Intention to Use Social Media Responsibly: From Scale to Model Fit towards a Modified Theory of Planned Behavior," Sustainability, MDPI, vol. 14(16), pages 1-38, August.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:16:p:9822-:d:883779
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    References listed on IDEAS

    as
    1. Hyo Jung Kim & Hyunmin Lee & Hyehyun Hong, 2020. "Scale Development and Validation for Psychological Reactance to Health Promotion Messages," Sustainability, MDPI, vol. 12(14), pages 1-14, July.
    2. Liliana Mâță & Otilia Clipa & Katerina Tzafilkou, 2020. "The Development and Validation of a Scale to Measure University Teachers’ Attitude towards Ethical Use of Information Technology for a Sustainable Education," Sustainability, MDPI, vol. 12(15), pages 1-20, August.
    3. Vijay Kumar Shrotryia & Upasana Dhanda, 2019. "Content Validity of Assessment Instrument for Employee Engagement," SAGE Open, , vol. 9(1), pages 21582440188, February.
    4. Boban Melović & Anđela Jakšić Stojanović & Tamara Backović & Branislav Dudić & Zuzana Kovačičová, 2020. "Research of Attitudes toward Online Violence—Significance of Online Media and Social Marketing in the Function of Violence Prevention and Behavior Evaluation," Sustainability, MDPI, vol. 12(24), pages 1-25, December.
    5. Munzel, Andreas & Meyer-Waarden, Lars & Galan, Jean-Philippe, 2018. "The social side of sustainability: Well-being as a driver and an outcome of social relationships and interactions on social networking sites," Technological Forecasting and Social Change, Elsevier, vol. 130(C), pages 14-27.
    6. Waqas, Muhammad & Salleh, Noor Akma Mohd & Hamzah, Zalfa Laili, 2021. "Branded Content Experience in Social Media: Conceptualization, Scale Development, and Validation," Journal of Interactive Marketing, Elsevier, vol. 56(C), pages 106-120.
    7. Waeterloos, Cato & Walrave, Michel & Ponnet, Koen, 2021. "Designing and validating the Social Media Political Participation Scale: An instrument to measure political participation on social media," Technology in Society, Elsevier, vol. 64(C).
    8. Saeed Kabiri & Seyyedeh Masoomeh (Shamila) Shadmanfaat & Hayden Smith & Jaeyong Choi, 2020. "Antisocial Behavior in Soccer Players: Using an Integrated Mediation Model of Personal Control and Social Learning Theory," Social Science Quarterly, Southwestern Social Science Association, vol. 101(3), pages 1090-1114, May.
    9. Anne Joosten & Marius van Dijke & Alain Van Hiel & David De Cremer, 2015. "Out of Control!? How Loss of Self-Control Influences Prosocial Behavior: The Role of Power and Moral Values," PLOS ONE, Public Library of Science, vol. 10(5), pages 1-20, May.
    10. Nicole Rogge & Insa Theesfeld & Carola Strassner, 2018. "Social Sustainability through Social Interaction—A National Survey on Community Gardens in Germany," Sustainability, MDPI, vol. 10(4), pages 1-18, April.
    11. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    12. Efrat Eizenberg & Yosef Jabareen, 2017. "Social Sustainability: A New Conceptual Framework," Sustainability, MDPI, vol. 9(1), pages 1-16, January.
    13. Richard E. Petty, 2006. "A Metacognitive Model of Attitudes," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 33(1), pages 22-24, June.
    14. Simona Sternad Zabukovšek & Samo Bobek & Uroš Zabukovšek & Zoran Kalinić & Polona Tominc, 2022. "Enhancing PLS-SEM-Enabled Research with ANN and IPMA: Research Study of Enterprise Resource Planning (ERP) Systems’ Acceptance Based on the Technology Acceptance Model (TAM)," Mathematics, MDPI, vol. 10(9), pages 1-28, April.
    15. Kawaljeet Kaur Kapoor & Kuttimani Tamilmani & Nripendra P. Rana & Pushp Patil & Yogesh K. Dwivedi & Sridhar Nerur, 2018. "Advances in Social Media Research: Past, Present and Future," Information Systems Frontiers, Springer, vol. 20(3), pages 531-558, June.
    16. Robert Mittelman & José Rojas-Méndez, 2018. "Why Canadians give to charity: an extended theory of planned behaviour model," International Review on Public and Nonprofit Marketing, Springer;International Association of Public and Non-Profit Marketing, vol. 15(2), pages 189-204, June.
    17. Wanja Wolff & Corinna S. Martarelli & Julia Schüler & Maik Bieleke, 2020. "High Boredom Proneness and Low Trait Self-Control Impair Adherence to Social Distancing Guidelines during the COVID-19 Pandemic," IJERPH, MDPI, vol. 17(15), pages 1-10, July.
    18. Andreas Munzel & Lars Meyer-Waarden & Jean-Philippe Galan, 2018. "The social side of sustainability: Well-being as a driver and an outcome of social relationships and interactions on social networking sites," Post-Print halshs-01698619, HAL.
    19. Blake, Peter R. & Piovesan, Marco & Montinari, Natalia & Warneken, Felix & Gino, Francesca, 2015. "Prosocial norms in the classroom: The role of self-regulation in following norms of giving," Journal of Economic Behavior & Organization, Elsevier, vol. 115(C), pages 18-29.
    20. Erica R. Bailey & Sandra C. Matz & Wu Youyou & Sheena S. Iyengar, 2020. "Authentic self-expression on social media is associated with greater subjective well-being," Nature Communications, Nature, vol. 11(1), pages 1-9, December.
    21. Sayeed, Abu & Hassan, Md Nazmul & Rahman, Md Hafizur & El Hayek, Samer & Banna, Md. Hasan Al & Mallick, Trisha & Hasan, Al-Riaj & Meem, Amatul Elah & Kundu, Satyajit, 2020. "Facebook addiction associated with internet activity, depression and behavioral factors among university students of Bangladesh: A cross-sectional study," Children and Youth Services Review, Elsevier, vol. 118(C).
    22. Alam, Mohammad Zahedul & Hu, Wang & Kaium, Md Abdul & Hoque, Md Rakibul & Alam, Mirza Mohammad Didarul, 2020. "Understanding the determinants of mHealth apps adoption in Bangladesh: A SEM-Neural network approach," Technology in Society, Elsevier, vol. 61(C).
    23. Mohammed, Abdulalem & Ferraris, Alberto, 2021. "Factors influencing user participation in social media: Evidence from twitter usage during COVID-19 pandemic in Saudi Arabia," Technology in Society, Elsevier, vol. 66(C).
    24. Marko Sarstedt & Jun-Hwa Cheah, 2019. "Partial least squares structural equation modeling using SmartPLS: a software review," Journal of Marketing Analytics, Palgrave Macmillan, vol. 7(3), pages 196-202, September.
    25. Andreas Munzel & Lars Meyer-Waarden & Jean-Philippe Galan, 2018. "The social side of sustainability: Well-being as a driver and an outcome of social relationships and interactions on social networking sites," Post-Print hal-02423575, HAL.
    26. Kseniia Zahrai & Ekant Veer & Paul William Ballantine & Huibert Peter de Vries & Girish Prayag, 2022. "Either you control social media or social media controls you: Understanding the impact of self‐control on excessive social media use from the dual‐system perspective," Journal of Consumer Affairs, Wiley Blackwell, vol. 56(2), pages 806-848, June.
    27. Islam, A.K.M. Najmul & Laato, Samuli & Talukder, Shamim & Sutinen, Erkki, 2020. "Misinformation sharing and social media fatigue during COVID-19: An affordance and cognitive load perspective," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    28. Dash, Ganesh & Paul, Justin, 2021. "CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    29. Yuzhuo Cai & Jinyuan Ma & Qiongqiong Chen, 2020. "Higher Education in Innovation Ecosystems," Sustainability, MDPI, vol. 12(11), pages 1-12, May.
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