IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v18y2021i24p13276-d704016.html
   My bibliography  Save this article

A SEM-NCA Approach towards Social Networks Marketing: Evaluating Consumers’ Sustainable Purchase Behavior with the Moderating Role of Eco-Friendly Attitude

Author

Listed:
  • Pejman Ebrahimi

    (Doctoral School of Economic and Regional Sciences, Hungarian University of Agricultural and Life Sciences (MATE), 2100 Gödöllő, Hungary)

  • Datis Khajeheian

    (Department of Business Management, University of Tehran, Tehran 1411713114, Iran)

  • Maria Fekete-Farkas

    (Institute of Economic Sciences, Hungarian University of Agricultural and Life Sciences (MATE), 2100 Gödöllő, Hungary)

Abstract

This paper aims to investigate how social network marketing affects consumers’ sustainable purchase behavior (CSPB) while considering the role of Eco-friendly attitude. The statistical population of the study included Iranian users of online social networks with at least one online purchasing experience. An online questionnaire was distributed on Instagram, Telegram, and WhatsApp platforms as the most popular networks in the country. By use of convenience sampling, commonly used in quantitative studies to overcome bias, 450 out of 475 returned questionnaires were acceptable, showing a response rate of 94.7%. The results indicated that an increase in Eco-friendly attitude positively increases the effect of word of mouth on consumers’ sustainable purchase behavior. Meanwhile, Necessary Condition Analysis (NCA) revealed that to reach a 50% level of consumers’ sustainable purchase behavior, six essential necessary conditions are required: an eco-friendly consumers’ attitude at no less than 50%, the trend at no less than 57.1%, word of mouth at no less than 45.5%, interaction at no less than 42.9%, customization at no less than 35.3% and entertainment at no less than 26.7%. Furthermore, the Importance-Performance Matrix Analysis (IPMA) was investigated as a strategic tool. The results of IPMA showed that “buy products that use biodegradable material in packaging”, “buy those products that are picked up and recycled”, and “buy biodegradable products even if they belong to a less well-known company” show desirable performance and high importance and there is a great opportunity for expansion in this area.

Suggested Citation

  • Pejman Ebrahimi & Datis Khajeheian & Maria Fekete-Farkas, 2021. "A SEM-NCA Approach towards Social Networks Marketing: Evaluating Consumers’ Sustainable Purchase Behavior with the Moderating Role of Eco-Friendly Attitude," IJERPH, MDPI, vol. 18(24), pages 1-21, December.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:24:p:13276-:d:704016
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/18/24/13276/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/18/24/13276/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. McCarty, John A. & Shrum, L. J., 1994. "The recycling of solid wastes: Personal values, value orientations, and attitudes about recycling as antecedents of recycling behavior," Journal of Business Research, Elsevier, vol. 30(1), pages 53-62, May.
    2. Pejman Ebrahimi & Khadija Aya Hamza & Eva Gorgenyi-Hegyes & Hadi Zarea & Maria Fekete-Farkas, 2021. "Consumer Knowledge Sharing Behavior and Consumer Purchase Behavior: Evidence from E-Commerce and Online Retail in Hungary," Sustainability, MDPI, vol. 13(18), pages 1-20, September.
    3. Muhammad Amad Saeed & Ammara Farooq & Wolfgang Kersten & Semah Ibrahim Ben Abdelaziz, 2019. "Sustainable product purchase: does information about product sustainability on social media affect purchase behavior?," Asian Journal of Sustainability and Social Responsibility, Springer, vol. 4(1), pages 1-18, December.
    4. Florian Schuberth & Jörg Henseler & Theo K. Dijkstra, 2018. "Partial least squares path modeling using ordinal categorical indicators," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(1), pages 9-35, January.
    5. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    6. Hang-Hyun Jo & Jeoung-Yoo Kim, 2012. "Competitive Targeted Marketing," ISER Discussion Paper 0834, Institute of Social and Economic Research, Osaka University.
    7. Ali Raza & Raouf Ahmad Rather & Muhammad Khalid Iqbal & Umair Saeed Bhutta, 2020. "An assessment of corporate social responsibility on customer company identification and loyalty in banking industry: a PLS-SEM analysis," Management Research Review, Emerald Group Publishing Limited, vol. 43(11), pages 1337-1370, April.
    8. Mor Naaman & Hila Becker & Luis Gravano, 2011. "Hip and trendy: Characterizing emerging trends on Twitter," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 62(5), pages 902-918, May.
    9. Kaplan, Andreas M. & Haenlein, Michael, 2010. "Users of the world, unite! The challenges and opportunities of Social Media," Business Horizons, Elsevier, vol. 53(1), pages 59-68, January.
    10. Athapol Ruangkanjanases & Shu-Ling Hsu & Yenchun Jim Wu & Shih-Chih Chen & Jo-Yu Chang, 2020. "What Drives Continuance Intention towards Social Media? Social Influence and Identity Perspectives," Sustainability, MDPI, vol. 12(17), pages 1-15, August.
    11. Jörg Henseler, 2018. "Partial least squares path modeling: Quo vadis?," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(1), pages 1-8, January.
    12. Bruno Godey & Aikaterini Manthiou & Daniele Pederzoli & Joonas Rokka & Gaetano Aiello & Raffaele Donvito & Rahul Singh, 2016. "Social media marketing efforts of luxury brands : Influence on brand equity and consumer behavior," Post-Print hal-02313434, HAL.
    13. Chen, Shih-Chih & Lin, Chieh-Peng, 2019. "Understanding the effect of social media marketing activities: The mediation of social identification, perceived value, and satisfaction," Technological Forecasting and Social Change, Elsevier, vol. 140(C), pages 22-32.
    14. Mor Naaman & Hila Becker & Luis Gravano, 2011. "Hip and trendy: Characterizing emerging trends on Twitter," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 62(5), pages 902-918, May.
    15. František Pollák & Peter Markovič, 2021. "Economic Activity as a Determinant for Customer Adoption of Social Media Marketing," Sustainability, MDPI, vol. 13(7), pages 1-12, April.
    16. Jaffar Abbas & Shahid Mahmood & Hashim Ali & Muhammad Ali Raza & Ghaffar Ali & Jaffar Aman & Shaher Bano & Mohammad Nurunnabi, 2019. "The Effects of Corporate Social Responsibility Practices and Environmental Factors through a Moderating Role of Social Media Marketing on Sustainable Performance of Business Firms," Sustainability, MDPI, vol. 11(12), pages 1-33, June.
    17. Mangold, W. Glynn & Faulds, David J., 2009. "Social media: The new hybrid element of the promotion mix," Business Horizons, Elsevier, vol. 52(4), pages 357-365, July.
    18. Csikszentmihalyi, Mihaly, 2000. "The Costs and Benefits of Consuming," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 27(2), pages 267-272, September.
    19. Soyoung Seo & Hee-Kyung Ahn & Jaeseok Jeong & Junghoon Moon, 2016. "Consumers’ Attitude toward Sustainable Food Products: Ingredients vs. Packaging," Sustainability, MDPI, vol. 8(10), pages 1-19, October.
    20. Sarstedt, Marko & Hair, Joseph F. & Cheah, Jun-Hwa & Becker, Jan-Michael & Ringle, Christian M., 2019. "How to specify, estimate, and validate higher-order constructs in PLS-SEM," Australasian marketing journal, Elsevier, vol. 27(3), pages 197-211.
    21. Wilson Kong & Amran Harun & Rini Suryati Sulong & Jaratin Lily, 2014. "The Influence of Consumers Perception of Green Products on Green Purchase Intention," International Journal of Asian Social Science, Asian Economic and Social Society, vol. 4(8), pages 924-939.
    22. Wilson Kong & Amran Harun & Rini Suryati Sulong & Jaratin Lily, 2014. "The Influence of Consumers Perception of Green Products on Green Purchase Intention," International Journal of Asian Social Science, Asian Economic and Social Society, vol. 4(8), pages 924-939, August.
    23. Fangfang Li & Jorma Larimo & Leonidas C. Leonidou, 2021. "Social media marketing strategy: definition, conceptualization, taxonomy, validation, and future agenda," Journal of the Academy of Marketing Science, Springer, vol. 49(1), pages 51-70, January.
    24. Godey, Bruno & Manthiou, Aikaterini & Pederzoli, Daniele & Rokka, Joonas & Aiello, Gaetano & Donvito, Raffaele & Singh, Rahul, 2016. "Social media marketing efforts of luxury brands: Influence on brand equity and consumer behavior," Journal of Business Research, Elsevier, vol. 69(12), pages 5833-5841.
    25. Xiang, Zheng & Gretzel, Ulrike, 2010. "Role of social media in online travel information search," Tourism Management, Elsevier, vol. 31(2), pages 179-188.
    26. Stieglitz, Stefan & Mirbabaie, Milad & Ross, Björn & Neuberger, Christoph, 2018. "Social media analytics – Challenges in topic discovery, data collection, and data preparation," International Journal of Information Management, Elsevier, vol. 39(C), pages 156-168.
    27. Byungho Park & Moon Young Kang & Jiwon Lee, 2020. "Sustainable Political Social Media Marketing: Effects of Structural Features in Plain Text Messages," Sustainability, MDPI, vol. 12(15), pages 1-10, July.
    28. Peattie, Ken & Peattie, Sue, 2009. "Social marketing: A pathway to consumption reduction?," Journal of Business Research, Elsevier, vol. 62(2), pages 260-268, February.
    29. Joan-Francesc Fondevila-Gascón & Marc Polo-López & Josep Rom-Rodríguez & Pedro Mir-Bernal, 2020. "Social Media Influence on Consumer Behavior: The Case of Mobile Telephony Manufacturers," Sustainability, MDPI, vol. 12(4), pages 1-23, February.
    30. Shmueli, Galit & Ray, Soumya & Velasquez Estrada, Juan Manuel & Chatla, Suneel Babu, 2016. "The elephant in the room: Predictive performance of PLS models," Journal of Business Research, Elsevier, vol. 69(10), pages 4552-4564.
    31. Kim, Angella J. & Ko, Eunju, 2012. "Do social media marketing activities enhance customer equity? An empirical study of luxury fashion brand," Journal of Business Research, Elsevier, vol. 65(10), pages 1480-1486.
    32. Yong Wang & Shamim Chowdhury Ahmed & Shejun Deng & Haizhong Wang, 2019. "Success of Social Media Marketing Efforts in Retaining Sustainable Online Consumers: An Empirical Analysis on the Online Fashion Retail Market," Sustainability, MDPI, vol. 11(13), pages 1-27, June.
    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. Ibrahim A. Elshaer & Mansour Alyahya & Alaa M. S. Azazz & Mahmoud A. Mansour & Abuelkassem A. A. Mohammad & Sameh Fayyad, 2024. "Understanding the Nexus between Social Commerce, Green Customer Citizenship, Eco-Friendly Behavior and Staying in Green Hotels," Sustainability, MDPI, vol. 16(4), pages 1-21, February.
    2. Alencar Bravo & Darli Vieira, 2024. "Modelling the Purchase of Green Packaged Products: The Significant Impact of the West–East Cultural Context," Sustainability, MDPI, vol. 16(3), pages 1-21, January.
    3. Paulo Rita & Ricardo F. Ramos, 2022. "Global Research Trends in Consumer Behavior and Sustainability in E-Commerce: A Bibliometric Analysis of the Knowledge Structure," Sustainability, MDPI, vol. 14(15), pages 1-20, August.
    4. Khalid Hasan Al Jasimee & Francisco Javier Blanco-Encomienda, 2023. "A SEM-NCA approach towards the impact of participative budgeting on budgetary slack and managerial performance: The mediating role of leadership style and leader-member exchange," Papers 2310.09993, arXiv.org.
    5. Sisi Wu & Xuan Gong & Yunfei Wang & Jian Cao, 2022. "Consumer Cognition and Management Perspective on Express Packaging Pollution," IJERPH, MDPI, vol. 19(8), pages 1-23, April.
    6. Zhiyuan Yu & Kun Zhang, 2022. "The Determinants of Purchase Intention on Agricultural Products via Public-Interest Live Streaming for Farmers during COVID-19 Pandemic," Sustainability, MDPI, vol. 14(21), pages 1-22, October.

    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. 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.
    2. Meimona Abdelrhim Bushara & Ahmed Hassan Abdou & Thowayeb H. Hassan & Abu Elnasr E. Sobaih & Abdullah Saleh Mohammed Albohnayh & Waleed Ghazi Alshammari & Mohammed Aldoreeb & Ahmed Anwar Elsaed & Moha, 2023. "Power of Social Media Marketing: How Perceived Value Mediates the Impact on Restaurant Followers’ Purchase Intention, Willingness to Pay a Premium Price, and E-WoM?," Sustainability, MDPI, vol. 15(6), pages 1-22, March.
    3. Abdulla H. Fetais & Raed S. Algharabat & Abdullah Aljafari & Nripendra P. Rana, 2023. "Do Social Media Marketing Activities Improve Brand Loyalty? An Empirical Study on Luxury Fashion Brands," Information Systems Frontiers, Springer, vol. 25(2), pages 795-817, April.
    4. Zobi Khan & Yongzhong Yang & Mohsin Shafi & Ruo Yang, 2019. "Role of Social Media Marketing Activities (SMMAs) in Apparel Brands Customer Response: A Moderated Mediation Analysis," Sustainability, MDPI, vol. 11(19), pages 1-19, September.
    5. Yong Wang & Shamim Chowdhury Ahmed & Shejun Deng & Haizhong Wang, 2019. "Success of Social Media Marketing Efforts in Retaining Sustainable Online Consumers: An Empirical Analysis on the Online Fashion Retail Market," Sustainability, MDPI, vol. 11(13), pages 1-27, June.
    6. Seo, Eun-Ju & Park, Jin-Woo, 2018. "A study on the effects of social media marketing activities on brand equity and customer response in the airline industry," Journal of Air Transport Management, Elsevier, vol. 66(C), pages 36-41.
    7. Farzana Sharmin & Mohammad Tipu Sultan & Daniel Badulescu & Alina Badulescu & Afrodita Borma & Benqian Li, 2021. "Sustainable Destination Marketing Ecosystem through Smartphone-Based Social Media: The Consumers’ Acceptance Perspective," Sustainability, MDPI, vol. 13(4), pages 1-24, February.
    8. Faseeh Amin Beig & Mohammad Furqan Khan, 2022. "Romancing the Brands on Social Media," Global Business Review, International Management Institute, vol. 23(3), pages 841-862, June.
    9. Misirlis, Nikolaos & Vlachopoulou, Maro, 2018. "Social media metrics and analytics in marketing – S3M: A mapping literature review," International Journal of Information Management, Elsevier, vol. 38(1), pages 270-276.
    10. Wong Foong Yee & Siew Imm Ng & Kaixin Seng & Xin-Jean Lim & Thanuja Rathakrishnan, 2022. "How does social media marketing enhance brand loyalty? Identifying mediators relevant to the cinema context," Journal of Marketing Analytics, Palgrave Macmillan, vol. 10(2), pages 114-130, June.
    11. Godey, Bruno & Manthiou, Aikaterini & Pederzoli, Daniele & Rokka, Joonas & Aiello, Gaetano & Donvito, Raffaele & Singh, Rahul, 2016. "Social media marketing efforts of luxury brands: Influence on brand equity and consumer behavior," Journal of Business Research, Elsevier, vol. 69(12), pages 5833-5841.
    12. Shakeel ul Rehman & Rafia Gulzar & Wajeeha Aslam, 2022. "Developing the Integrated Marketing Communication (IMC) through Social Media (SM): The Modern Marketing Communication Approach," SAGE Open, , vol. 12(2), pages 21582440221, May.
    13. Elvin Sheak & Sham Abdulrazak, 2023. "The Influence of Social Media Marketing Activities on TikTok in Raising Brand Awareness," Tržište/Market, Faculty of Economics and Business, University of Zagreb, vol. 35(1), pages 93-110.
    14. Grover, Purva & Kar, Arpan Kumar, 2020. "User engagement for mobile payment service providers – introducing the social media engagement model," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    15. Zahra MajlesiRad & Abdol Hamid Haji pour Shoushtari, 2020. "Analysis of the impact of social network sites and eWOM marketing, considering the reinforcing dimensions of the concept of luxury, on tendency toward luxury brand," Future Business Journal, Springer, vol. 6(1), pages 1-19, December.
    16. 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.
    17. Mohammad Tipu Sultan & Farzana Sharmin & Alina Badulescu & Darie Gavrilut & Ke Xue, 2021. "Social Media-Based Content towards Image Formation: A New Approach to the Selection of Sustainable Destinations," Sustainability, MDPI, vol. 13(8), pages 1-22, April.
    18. Luyi Qiu & Aro I & Timothy J. Lee & Jinok Susanna Kim, 2021. "How Sustainable Social Media Advertising Affect Visitors’ Decision to Attend a Festival Event?," Sustainability, MDPI, vol. 13(17), pages 1-16, August.
    19. Sheng, Jie, 2019. "Being Active in Online Communications: Firm Responsiveness and Customer Engagement Behaviour," Journal of Interactive Marketing, Elsevier, vol. 46(C), pages 40-51.
    20. Roberto Pico-Saltos & David Sabando-Vera & Marcela Yonfa-Medranda & Javier Garzás & Andrés Redchuk, 2022. "Hierarchical Component Model (HCM) of Career Success and the Moderating Effect of Gender, from the Perspective of University Alumni: Multigroup Analysis and Empirical Evidence from Quevedo, Ecuador," Sustainability, MDPI, vol. 15(1), pages 1-25, December.

    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:jijerp:v:18:y:2021:i:24:p:13276-:d:704016. 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.