IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i16p9822-d883779.html
   My bibliography  Save this article

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

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/16/9822/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/16/9822/
    Download Restriction: no
    ---><---

    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Dr. Rana Muhammad Shahid Yaqub & Syed Farhan Gillani & Wajid Hussain & Sajjad Ahmad, 2023. "Impact of Environmental Corporate Social Responsibility on Pro-Environmental Behavior in Hospitality Industry: Mediating Role of Green Mindfulness," Journal of Policy Research (JPR), Research Foundation for Humanity (RFH), vol. 9(3), pages 25-35, September.
    2. Amelia Vinayastri & Awaluddin Tjalla & Riyan Arthur, 2023. "Development of Early Detection Instruments of Building Intention in Elementary School Students," Technium Social Sciences Journal, Technium Science, vol. 44(1), pages 174-188, June.
    3. Chau-kiu Cheung & Cindy Xinshan Jia, 2024. "Law Awareness and Abidance and Radicalism Prevention Among Hong Kong Youth," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 19(5), pages 2267-2285, October.
    4. Shaowen Wang & Xiaojun Liu & Weixing Shao, 2023. "Drivers of Engineering Procurement and Construction Model Adoption Behavior by Public Construction Owners in China," Sustainability, MDPI, vol. 15(15), pages 1-20, August.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Agnieszka Wojewódzka-Wiewiórska & Anna Kłoczko-Gajewska & Piotr Sulewski, 2019. "Between the Social and Economic Dimensions of Sustainability in Rural Areas—In Search of Farmers’ Quality of Life," Sustainability, MDPI, vol. 12(1), pages 1-26, December.
    2. Tong Zou & Yikun Su & Yaowu Wang, 2018. "Examining Relationships between Social Capital, Emotion Experience and Life Satisfaction for Sustainable Community," Sustainability, MDPI, vol. 10(8), pages 1-16, July.
    3. Attié, Elodie & Meyer-Waarden, Lars, 2022. "The acceptance and usage of smart connected objects according to adoption stages: an enhanced technology acceptance model integrating the diffusion of innovation, uses and gratification and privacy ca," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    4. Anja Scheurich & Alexandra Penicka & Stefan Hörtenhuber & Thomas Lindenthal & Elisabeth Quendler & Werner Zollitsch, 2021. "Elements of Social Sustainability among Austrian Hay Milk Farmers: Between Satisfaction and Stress," Sustainability, MDPI, vol. 13(23), pages 1-20, November.
    5. Kaur, Puneet & Islam, Nazrul & Tandon, Anushree & Dhir, Amandeep, 2021. "Social media users’ online subjective well-being and fatigue: A network heterogeneity perspective," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    6. Natalia Sánchez-Arrieta & Rafael A. González & Antonio Cañabate & Ferran Sabate, 2021. "Social Capital on Social Networking Sites: A Social Network Perspective," Sustainability, MDPI, vol. 13(9), pages 1-35, May.
    7. Esther Pagán-Castaño & Javier Sánchez-García & Fernando J. Garrigos-Simon & María Guijarro-García, 2021. "The Influence of Management on Teacher Well-Being and the Development of Sustainable Schools," Sustainability, MDPI, vol. 13(5), pages 1-23, March.
    8. Chen, Yanyan & Mandler, Timo & Meyer-Waarden, Lars, 2021. "Three decades of research on loyalty programs: A literature review and future research agenda," Journal of Business Research, Elsevier, vol. 124(C), pages 179-197.
    9. Tuğba Koç & Aykut Hamit Turan, 2021. "The Relationships Among Social Media Intensity, Smartphone Addiction, and Subjective Wellbeing of Turkish College Students," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 16(5), pages 1999-2021, October.
    10. Miranda, Sandra & Trigo, Inês & Rodrigues, Ricardo & Duarte, Margarida, 2023. "Addiction to social networking sites: Motivations, flow, and sense of belonging at the root of addiction," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    11. Yang, Xiaoping & Cao, Dongmei & Andrikopoulos, Panagiotis & Yang, Zonghan & Bass, Tina, 2020. "Online social networks, media supervision and investment efficiency: An empirical examination of Chinese listed firms," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    12. Cloarec, Julien, 2020. "The personalization–privacy paradox in the attention economy," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    13. Herrero, Juan & Rodríguez, Francisco J. & Urueña, Alberto, 2023. "Use of smartphone apps for mobile communication and social digital pressure: A longitudinal panel study," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    14. Angel L. González Morales, 2019. "Affective Sustainability. The Creation and Transmission of Affect through an Educative Process: An Instrument for the Construction of more Sustainable Citizens," Sustainability, MDPI, vol. 11(15), pages 1-21, July.
    15. Chenyang Zhang & Jianjun Jin & Xin Qiu & Lin Li & Rui He, 2022. "Regional Social Relationships Evaluation Using the AHP and Entropy Weight Method: A Case Study of the Qinghai–Tibet Plateau, China," Sustainability, MDPI, vol. 14(9), pages 1-16, April.
    16. Zagidullin, Marat & Aziz, Nergis & Kozhakhmet, Sanat, 2021. "Government policies and attitudes to social media use among users in Turkey: The role of awareness of policies, political involvement, online trust, and party identification," Technology in Society, Elsevier, vol. 67(C).
    17. Laura Delgado-Lobete & Rebeca Montes-Montes & Alba Vila-Paz & Miguel-Ángel Talavera-Valverde & José-Manuel Cruz-Valiño & Berta Gándara-Gafo & Adriana Ávila-Álvarez & Sergio Santos-del-Riego, 2020. "Subjective Well-Being in Higher Education: Psychometric Properties of the Satisfaction with Life and Subjective Vitality Scales in Spanish University Students," Sustainability, MDPI, vol. 12(6), pages 1-13, March.
    18. Seung Yeop Lee & Sang Woo Lee, 2020. "Social Media Use and Job Performance in the Workplace: The Effects of Facebook and KakaoTalk Use on Job Performance in South Korea," Sustainability, MDPI, vol. 12(10), pages 1-19, May.
    19. Zhu, Lin & Cunningham, Scott W., 2022. "Unveiling the knowledge structure of technological forecasting and social change (1969–2020) through an NMF-based hierarchical topic model," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    20. Arfi, Wissal Ben & Nasr, Imed Ben & Kondrateva, Galina & Hikkerova, Lubica, 2021. "The role of trust in intention to use the IoT in eHealth: Application of the modified UTAUT in a consumer context," Technological Forecasting and Social Change, Elsevier, vol. 167(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:14:y:2022:i:16:p:9822-:d:883779. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.