IDEAS home Printed from https://ideas.repec.org/a/spr/irpnmk/v22y2025i3d10.1007_s12208-025-00442-z.html
   My bibliography  Save this article

Causal analysis of social media on environmental and health concerns, attitudes, and social influence that leads to green purchase behavior

Author

Listed:
  • Osarodion Ogiemwonyi

    (International Islamic University Malaysia (IIUM))

  • Muhammad Tahir Jan

    (International Islamic University Malaysia (IIUM))

Abstract

This study investigates the causal relationship between social media (SM), environmental concerns, health concerns, and green purchase behavior (GPB). It explores the mediating roles of attitudes and social influence by integrating Social Impact Theory and the Theory of Planned Behavior. The aim is to address gaps in the literature regarding the growing significance of digital platforms in shaping eco-friendly consumer choices, particularly in emerging markets that have previously been overlooked. A quantitative approach was used to collect valid responses through a structured survey administered to SM users in Malaysia. Structural equation modeling (SEM) was employed to test the proposed causal relationships among the variables. The findings indicate that SM significantly predicts both environmental and health concerns. These concerns, in turn, positively influence attitudes and social influence, which ultimately drive GPB. The study confirms the indirect effect of social influence; however, the role of attitude was found to be insignificant. These insights can guide marketers and policymakers in leveraging digital platforms to enhance environmental awareness and health consciousness, thereby encouraging positive attitudes and social influence that promote sustainable behavior. This research makes a novel contribution by integrating environmental and health concerns and examining the joint mediating role of attitudes and social influence in the relationship between SM and GPB. Additionally, it extends previous models by offering a multi-dimensional perspective grounded in environmental psychology and communication theory.

Suggested Citation

  • Osarodion Ogiemwonyi & Muhammad Tahir Jan, 2025. "Causal analysis of social media on environmental and health concerns, attitudes, and social influence that leads to green purchase behavior," International Review on Public and Nonprofit Marketing, Springer;International Association of Public and Non-Profit Marketing, vol. 22(3), pages 713-749, September.
  • Handle: RePEc:spr:irpnmk:v:22:y:2025:i:3:d:10.1007_s12208-025-00442-z
    DOI: 10.1007/s12208-025-00442-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s12208-025-00442-z
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s12208-025-00442-z?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. J.U. Gustavo & L.R. Trento & M. De Souza & G.M. Pereira & Ana Beatriz Lopes de Sousa Jabbour & N.O. Ndubisi & C.J. Chiappetta Jabbour & M. Borchardt & L. Zvirtes, 2021. "Green Marketing in Supermarkets: Conventional and Digitized Marketing Alternatives to Reduce Waste," Post-Print hal-04275966, HAL.
    2. Prakash, Gyan & Choudhary, Sangita & Kumar, Anil & Garza-Reyes, Jose Arturo & Khan, Syed Abdul Rehman & Panda, Tapan Kumar, 2019. "Do altruistic and egoistic values influence consumers’ attitudes and purchase intentions towards eco-friendly packaged products? An empirical investigation," Journal of Retailing and Consumer Services, Elsevier, vol. 50(C), pages 163-169.
    3. Ghazali, Ezlika & Soon, Pat Chen & Mutum, Dilip S. & Nguyen, Bang, 2017. "Health and cosmetics: Investigating consumers’ values for buying organic personal care products," Journal of Retailing and Consumer Services, Elsevier, vol. 39(C), pages 154-163.
    4. Hair, Joe F. & Howard, Matt C. & Nitzl, Christian, 2020. "Assessing measurement model quality in PLS-SEM using confirmatory composite analysis," Journal of Business Research, Elsevier, vol. 109(C), pages 101-110.
    5. Huang, Huiping, 2016. "Media use, environmental beliefs, self-efficacy, and pro-environmental behavior," Journal of Business Research, Elsevier, vol. 69(6), pages 2206-2212.
    6. Muhammad Mohsin Zahid & Bakhtiar Ali & Muhammad Shakil Ahmad & Ramayah Thurasamy & Naila Amin, 2018. "Factors Affecting Purchase Intention and Social Media Publicity of Green Products: The Mediating Role of Concern for Consequences," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(3), pages 225-236, May.
    7. Roghayeh Teimourfamian Asl & Soheila Khoddami, 2023. "A Framework for Investigating Green Purchase Behavior with a Focus on Individually Perceived and Contextual Factors," Business Perspectives and Research, , vol. 11(1), pages 94-111, January.
    8. Wallace, Elaine & Buil, Isabel, 2023. "Antecedents and consequences of conspicuous green behavior on social media: Incorporating the virtual self-identity into the theory of planned behavior," Journal of Business Research, Elsevier, vol. 157(C).
    9. Hsu, Chia-Lin & Chang, Chi-Ya & Yansritakul, Chutinart, 2017. "Exploring purchase intention of green skincare products using the theory of planned behavior: Testing the moderating effects of country of origin and price sensitivity," Journal of Retailing and Consumer Services, Elsevier, vol. 34(C), pages 145-152.
    10. Seongho Kang & Won‐Moo Hur, 2012. "Investigating the Antecedents of Green Brand Equity: A Sustainable Development Perspective," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 19(5), pages 306-316, September.
    11. Zou, Lili Wenli & Chan, Ricky Y.K., 2019. "Why and when do consumers perform green behaviors? An examination of regulatory focus and ethical ideology," Journal of Business Research, Elsevier, vol. 94(C), pages 113-127.
    12. 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.
    13. Yongbo Sun & Jiayuan Xing, 2022. "The Impact of Social Media Information Sharing on the Green Purchase Intention among Generation Z," Sustainability, MDPI, vol. 14(11), pages 1-22, June.
    14. Linye Ma & Shuqing Gao & Xiaoyan Zhang, 2022. "How to Use Live Streaming to Improve Consumer Purchase Intentions: Evidence from China," Sustainability, MDPI, vol. 14(2), pages 1-20, January.
    15. Brinol, Pablo & Petty, Richard E & Tormala, Zakary L, 2004. "Self-Validation of Cognitive Responses to Advertisements," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(4), pages 559-573, March.
    16. Mesay Moges Menebo & Heidi Elise Heitun Kvale & Monish Bajracharya & Julianna Burrill, 2023. "Social exclusion and green consumption: The multi‐motive theory approach," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(5), pages 3857-3868, October.
    17. Gunawan, Dedy Darsono & Huarng, Kun-Huang, 2015. "Viral effects of social network and media on consumers’ purchase intention," Journal of Business Research, Elsevier, vol. 68(11), pages 2237-2241.
    18. Cheah, Jun-Hwa & Amaro, Suzanne & Roldán, José L., 2023. "Multigroup analysis of more than two groups in PLS-SEM: A review, illustration, and recommendations," Journal of Business Research, Elsevier, vol. 156(C).
    19. Feng Ming Tsai & Tat-Dat Bui, 2021. "Impact of word of mouth via social media on consumer intention to purchase cruise travel products," Maritime Policy & Management, Taylor & Francis Journals, vol. 48(2), pages 167-183, February.
    20. Pauwels, Koen & van Ewijk, Bernadette, 2020. "Enduring Attitudes and Contextual Interest: When and Why Attitude Surveys Still Matter in the Online Consumer Decision Journey," Journal of Interactive Marketing, Elsevier, vol. 52(C), pages 20-34.
    21. Sharma, Manisha & Banerjee, Subhojit & Paul, Justin, 2022. "Role of social media on mobile banking adoption among consumers," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    22. Zaremohzzabieh, Zeinab & Ismail, Normala & Ahrari, Seyedali & Abu Samah, Asnarulkhadi, 2021. "The effects of consumer attitude on green purchase intention: A meta-analytic path analysis," Journal of Business Research, Elsevier, vol. 132(C), pages 732-743.
    23. Bora Ly, 2024. "Understanding pro-environmental behavior: the effects of social influence and environmental awareness in Cambodian context," Journal of Environmental Studies and Sciences, Springer;Association of Environmental Studies and Sciences, vol. 14(4), pages 710-719, December.
    24. Duangruthai Voramontri & Leslie Klieb, 2019. "Impact of social media on consumer behaviour," International Journal of Information and Decision Sciences, Inderscience Enterprises Ltd, vol. 11(3), pages 209-233.
    25. Nekmahmud, Md. & Naz, Farheen & Ramkissoon, Haywantee & Fekete-Farkas, Maria, 2022. "Transforming consumers' intention to purchase green products: Role of social media," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    26. Lim, Xin-Jean & Cheah, Jun-Hwa & Ngo, Liem Viet & Chan, Kara & Ting, Hiram, 2023. "How do crazy rich Asians perceive sustainable luxury? Investigating the determinants of consumers’ willingness to pay a premium price," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    27. Stephanie Anne Nicole Bedard & Carri Reisdorf Tolmie, 2018. "Millennials' green consumption behaviour: Exploring the role of social media," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(6), pages 1388-1396, November.
    28. Mohammad Nurul Alam & Osarodion Ogiemwonyi & Ibrahim. E. Hago & Noor Azlinna Azizan & Fariza Hashim & Md Sazzad Hossain, 2023. "Understanding Consumer Environmental Ethics and the Willingness to Use Green Products," SAGE Open, , vol. 13(1), pages 21582440221, January.
    29. Ardy Wibowo & Shih-Chih Chen & Uraiporn Wiangin & Yin Ma & Athapol Ruangkanjanases, 2020. "Customer Behavior as an Outcome of Social Media Marketing: The Role of Social Media Marketing Activity and Customer Experience," Sustainability, MDPI, vol. 13(1), pages 1-18, December.
    30. Marzena Czarnecka & Grzegorz Kinelski & Magdalena Stefańska & Mateusz Grzesiak & Borys Budka, 2022. "Social Media Engagement in Shaping Green Energy Business Models," Energies, MDPI, vol. 15(5), pages 1-19, February.
    31. Singh, Gurmeet & Sharma, Shavneet & Sharma, Rashmini & Dwivedi, Yogesh K, 2021. "Investigating environmental sustainability in small family-owned businesses: Integration of religiosity, ethical judgment, and theory of planned behavior," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    32. Blend Ibrahim & Ahmad Aljarah & Dima Sawaftah, 2021. "Linking Social Media Marketing Activities to Revisit Intention through Brand Trust and Brand Loyalty on the Coffee Shop Facebook Pages: Exploring Sequential Mediation Mechanism," Sustainability, MDPI, vol. 13(4), pages 1-15, February.
    33. McClure, Clair & Seock, Yoo-Kyoung, 2020. "The role of involvement: Investigating the effect of brand's social media pages on consumer purchase intention," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    34. Jacky Chin & Bernard C. Jiang & Ilma Mufidah & Satria Fadil Persada & Bustanul Arifin Noer, 2018. "The Investigation of Consumers’ Behavior Intention in Using Green Skincare Products: A Pro-Environmental Behavior Model Approach," Sustainability, MDPI, vol. 10(11), pages 1-15, October.
    35. Mahiswaran Selvanathan & Ganthan Narayana Samy & Precious Indira Jumbe & Noor Ain Zeni, 2025. "Environmental awareness, environmental concerns and perceived consumer effectiveness on green purchasing behaviour among Malaysian private university students," International Journal of Business Performance Management, Inderscience Enterprises Ltd, vol. 26(2), pages 173-189.
    36. 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).
    37. Yasir Ali Soomro & Irfan Hameed & Muhammad Yaseen Bhutto & Idrees Waris & Yasser Baeshen & Bader Al Batati, 2022. "What Influences Consumers to Recycle Solid Waste? An Application of the Extended Theory of Planned Behavior in the Kingdom of Saudi Arabia," Sustainability, MDPI, vol. 14(2), pages 1-20, January.
    38. Masuda, Hisashi & Han, Spring H. & Lee, Jungwoo, 2022. "Impacts of influencer attributes on purchase intentions in social media influencer marketing: Mediating roles of characterizations," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    Full references (including those not matched with items on IDEAS)

    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. Nekmahmud, Md. & Naz, Farheen & Ramkissoon, Haywantee & Fekete-Farkas, Maria, 2022. "Transforming consumers' intention to purchase green products: Role of social media," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    2. Si Xie & Ghulam Rasool Madni, 2023. "Impact of Social Media on Young Generation’s Green Consumption Behavior through Subjective Norms and Perceived Green Value," Sustainability, MDPI, vol. 15(4), pages 1-15, February.
    3. Ashraf Mohamed Anas & Ahmed Hassan Abdou & Thowayeb H. Hassan & Wael Mohamed Mahmoud Alrefae & Fathi Mohammed Daradkeh & Maha Abdul-Moniem Mohammed El-Amin & Adam Basheer Adam Kegour & Hanem Mostafa M, 2023. "Satisfaction on the Driving Seat: Exploring the Influence of Social Media Marketing Activities on Followers’ Purchase Intention in the Restaurant Industry Context," Sustainability, MDPI, vol. 15(9), pages 1-21, April.
    4. Sadiq, Mohd & Adil, Mohd & Paul, Justin, 2021. "An innovation resistance theory perspective on purchase of eco-friendly cosmetics," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    5. Jana Hojnik & Mitja Ruzzier & Tatiana S. Manolova, 2020. "Sustainable development: Predictors of green consumerism in Slovenia," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(4), pages 1695-1708, July.
    6. Cindy Grappe & Cindy Lombart & Didier Louis & Fabien Durif, 2022. "Clean labeling: Is it about the presence of benefits or the absence of detriments? Consumer response to personal care claims," Post-Print hal-04293232, HAL.
    7. Abbasi, Amir Zaib & Qummar, Hamza & Bashir, Shahid & Aziz, Shahab & Ting, Ding Hooi, 2024. "Customer engagement in Saudi food delivery apps through social media marketing: Examining the antecedents and consequences using PLS-SEM and NCA," Journal of Retailing and Consumer Services, Elsevier, vol. 81(C).
    8. Barbosa, Anrafel de Souza & Crispim, Maria Cristina & da Silva, Luiz Bueno & da Silva, Jonhatan Magno Norte & Barbosa, Aglaucibelly Maciel & Correia, Lucas Miguel Alencar de Morais & Morioka, Sandra N, 2025. "Empirical analysis of workers' perceptions of ESG impacts on corporate sustainability performance: A methodological innovation combining the PLS-SEM, PROMETHEE-ROC and FIMIX-PLS methods," Technological Forecasting and Social Change, Elsevier, vol. 215(C).
    9. Ooi, Keng-Boon & Lee, Voon-Hsien & Hew, Jun-Jie & Leong, Lai-Ying & Tan, Garry Wei-Han & Lim, Ai-Fen, 2023. "Social media influencers: An effective marketing approach?," Journal of Business Research, Elsevier, vol. 160(C).
    10. Mayra Samaniego-Arias & Eva Chávez-Rojas & Andrés García-Umaña & Nelson Carrión-Bósquez & Oscar Ortiz-Regalado & Mary Llamo-Burga & Wilfredo Ruiz-García & Santiago Guerrero-Haro & Wladimir Cando-Aguin, 2025. "The Impact of Social Media on the Purchase Intention of Organic Products," Sustainability, MDPI, vol. 17(6), pages 1-16, March.
    11. Japheth Nuhu Ahmed & Ahmet Adalıer & Hale Özgit & Marjan Kamyabi, 2025. "Do Social Media Platforms Control the Sustainable Purchase Intentions of Younger People?," Sustainability, MDPI, vol. 17(12), pages 1-24, June.
    12. Cao, Peng & Sial, Muhammad Safdar & Ã lvarez-Otero, Susana & Brugni, Talles Vianna & Comite, Ubaldo, 2024. "Eco-engagement: Tracing CSR communication's ripple effect on consumer hospitality loyalty," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    13. Han, Myat Su & Zhang, Yiwen & Liu, Cinnie, 2025. "How do two facets of social media interaction shape waste sorting behaviour? Empirical evidence from Beijing, China," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
    14. Grappe, Cindy G. & Lombart, Cindy & Louis, Didier & Durif, Fabien, 2022. "Clean labeling: Is it about the presence of benefits or the absence of detriments? Consumer response to personal care claims," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    15. Morais, Ana Catarina & Ishida, Akira & Matsuda, Ruriko, 2024. "Ethical food consumption drivers in Japan. A S–O-R framework application using PLS-SEM with a MGA assessment based on clustering," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    16. Fayyaz, Muhammad Shahzeb & Abbasi, Amir Zaib & Kumar, Sanjeev & Qureshi, Ammar & Hussain, Khalil & Muhammad, Lakhi, 2025. "Integrating digital influencer persuasion model and theory of planned behavior: The mediating role of consumer involvement in endorsed brands," Journal of Retailing and Consumer Services, Elsevier, vol. 85(C).
    17. Kumar, Prashant & Utkarsh,, 2023. "Effects of in-store information quality and store credibility on consumer engagement in green retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
    18. Mohd Yusoff Yusliza & Amirudin Amirudin & Raden Aswin Rahadi & Nik Afzan Nik Sarah Athirah & Thurasamy Ramayah & Zikri Muhammad & Francesca Dal Mas & Maurizio Massaro & Jumadil Saputra & Safiek Mokhli, 2020. "An Investigation of Pro-Environmental Behaviour and Sustainable Development in Malaysia," Sustainability, MDPI, vol. 12(17), pages 1-21, August.
    19. Luo, Xi & Cheah, Jun-Hwa & Hollebeek, Linda D. & Lim, Xin-Jean, 2024. "Boosting customers’ impulsive buying tendency in live-streaming commerce: The role of customer engagement and deal proneness," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
    20. Nketiah, Emmanuel & Song, Huaming & Obuobi, Bright & Adu-Gyamfi, Gibbson & Adjei, Mavis & Cudjoe, Dan, 2022. "Citizens' willingness to pay for local anaerobic digestion energy: The influence of altruistic value and knowledge," Energy, Elsevier, vol. 260(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:spr:irpnmk:v:22:y:2025:i:3:d:10.1007_s12208-025-00442-z. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.