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Determinants of SME’s Social Media Marketing Adoption: Competitive Industry as a Moderator

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  • Ghazanfar Ali Abbasi
  • Noor Fareen Abdul Rahim
  • Hongyan Wu
  • Mohammad Iranmanesh
  • Benjamin Ng Chee Keong

Abstract

In light of the growing role of social media marketing in the success of businesses and its low adoption rate among small and medium enterprises (SMEs), this study aims to identify determinants of SMEs’ social media marketing adoption by considering the competitive industry as a moderator. Data were collected from 214 SMEs in Malaysia. Unlike extant literature, this study proposed a dual-stage analysis involving partial least squares (PLS) technique and artificial intelligence named deep artificial neural network (ANN). The application of deep ANN architecture is used to predict 91% of accuracy for the proposed model. The results showed that perceived relative advantage, perceived cost, top management support, perceived competitor pressure, and perceived vendor pressure have a significant impact on social media marketing adoption. Furthermore, the competitive industry moderates the effects of competitive pressure and customer pressure on social media marketing adoption. The results of the study extend the literature on social media marketing by illustrating the influence of technological, organizational, and environmental (TOE) factors on social media marketing adoption among SMEs concerning the extent of industry competition. The results of the study enable policymakers and managers of SMEs to understand the factors that influence social media marketing adoption in both competitive and non-competitive industries and invest effectively in digital marketing.

Suggested Citation

  • Ghazanfar Ali Abbasi & Noor Fareen Abdul Rahim & Hongyan Wu & Mohammad Iranmanesh & Benjamin Ng Chee Keong, 2022. "Determinants of SME’s Social Media Marketing Adoption: Competitive Industry as a Moderator," SAGE Open, , vol. 12(1), pages 21582440211, January.
  • Handle: RePEc:sae:sagope:v:12:y:2022:i:1:p:21582440211067220
    DOI: 10.1177/21582440211067220
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    References listed on IDEAS

    as
    1. Wu He & Feng-Kwei Wang & Yong Chen & Shenghua Zha, 0. "An exploratory investigation of social media adoption by small businesses," Information Technology and Management, Springer, vol. 0, pages 1-12.
    2. Maduku, Daniel K. & Mpinganjira, Mercy & Duh, Helen, 2016. "Understanding mobile marketing adoption intention by South African SMEs: A multi-perspective framework," International Journal of Information Management, Elsevier, vol. 36(5), pages 711-723.
    3. Suhaiza Zailani & Mohammad Iranmanesh & Sunghyup Sean Hyun & Mohd Helmi Ali, 2019. "Barriers of Biodiesel Adoption by Transportation Companies: A Case of Malaysian Transportation Industry," Sustainability, MDPI, vol. 11(3), pages 1-15, February.
    4. Ashaari, Mohamed Azlan & Singh, Karpal Singh Dara & Abbasi, Ghazanfar Ali & Amran, Azlan & Liebana-Cabanillas, Francisco J., 2021. "Big data analytics capability for improved performance of higher education institutions in the Era of IR 4.0: A multi-analytical SEM & ANN perspective," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    5. Qalati, Sikander Ali & Yuan, Li Wen & Khan, Muhammad Aamir Shafique & Anwar, Farooq, 2021. "A mediated model on the adoption of social media and SMEs’ performance in developing countries," Technology in Society, Elsevier, vol. 64(C).
    6. Mohd Helmi Ali & Suhaiza Zailani & Mohammad Iranmanesh & Behzad Foroughi, 2019. "Impacts of Environmental Factors on Waste, Energy, and Resource Management and Sustainable Performance," Sustainability, MDPI, vol. 11(8), pages 1-16, April.
    7. Premkumar, G. & Roberts, Margaret, 1999. "Adoption of new information technologies in rural small businesses," Omega, Elsevier, vol. 27(4), pages 467-484, August.
    8. Ya-na Wang & Lifu Jin & Hanping Mao, 2019. "Farmer Cooperatives’ Intention to Adopt Agricultural Information Technology—Mediating Effects of Attitude," Information Systems Frontiers, Springer, vol. 21(3), pages 565-580, June.
    9. El-Gohary, Hatem, 2012. "Factors affecting E-Marketing adoption and implementation in tourism firms: An empirical investigation of Egyptian small tourism organisations," Tourism Management, Elsevier, vol. 33(5), pages 1256-1269.
    10. Stefanie Haller & Iulia Siedschlag, 2011. "Determinants of ICT adoption: evidence from firm-level data," Applied Economics, Taylor & Francis Journals, vol. 43(26), pages 3775-3788.
    11. Odlin, Denis, 2019. "Domestic competitor influence on internationalizing SMEs as an industry evolves," Journal of World Business, Elsevier, vol. 54(2), pages 119-136.
    12. Chieh-Yu Lin & Yi-Hui Ho, 2011. "Determinants of Green Practice Adoption for Logistics Companies in China," Journal of Business Ethics, Springer, vol. 98(1), pages 67-83, January.
    13. Ghazanfar Ali Abbasi & Lee Yin Tiew & Jinquan Tang & Yen-Nee Goh & Ramayah Thurasamy, 2021. "The adoption of cryptocurrency as a disruptive force: Deep learning-based dual stage structural equation modelling and artificial neural network analysis," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-26, March.
    14. Shareef, Mahmud Akhter & Mukerji, Bhasker & Alryalat, Mohammad Abdallah Ali & Wright, Angela & Dwivedi, Yogesh K., 2018. "Advertisements on Facebook: Identifying the persuasive elements in the development of positive attitudes in consumers," Journal of Retailing and Consumer Services, Elsevier, vol. 43(C), pages 258-268.
    15. Chatterjee, Sheshadri & Kumar Kar, Arpan, 2020. "Why do small and medium enterprises use social media marketing and what is the impact: Empirical insights from India," International Journal of Information Management, Elsevier, vol. 53(C).
    16. Mohammad Iranmanesh & Sajad Fayezi & Suhaiza Hanim & Sunghyup Sean Hyun, 2019. "Drivers and outcomes of eco-design initiatives: a cross-country study of Malaysia and Australia," Review of Managerial Science, Springer, vol. 13(5), pages 1121-1142, November.
    17. Joseph F. Hair & G. Tomas M. Hult & Christian M. Ringle & Marko Sarstedt & Kai Oliver Thiele, 2017. "Mirror, mirror on the wall: a comparative evaluation of composite-based structural equation modeling methods," Journal of the Academy of Marketing Science, Springer, vol. 45(5), pages 616-632, September.
    18. Salma S. Abed & Yogesh K. Dwivedi & Michael D. Williams, 2015. "SMEs' adoption of e-commerce using social media in a Saudi Arabian context: a systematic literature review," International Journal of Business Information Systems, Inderscience Enterprises Ltd, vol. 19(2), pages 159-179.
    19. Maroufkhani, Parisa & Tseng, Ming-Lang & Iranmanesh, Mohammad & Ismail, Wan Khairuzzaman Wan & Khalid, Haliyana, 2020. "Big data analytics adoption: Determinants and performances among small to medium-sized enterprises," International Journal of Information Management, Elsevier, vol. 54(C).
    20. Shahzad, Fakhar & Xiu, Guoyi & Shafique Khan, Muhammad Aamir & Shahbaz, Muhammad, 2020. "Predicting the adoption of a mobile government security response system from the user's perspective: An application of the artificial neural network approach," Technology in Society, Elsevier, vol. 62(C).
    21. Vasseur, Véronique & Kemp, René, 2015. "The adoption of PV in the Netherlands: A statistical analysis of adoption factors," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 483-494.
    22. Lian, Jiunn-Woei & Yen, David C. & Wang, Yen-Ting, 2014. "An exploratory study to understand the critical factors affecting the decision to adopt cloud computing in Taiwan hospital," International Journal of Information Management, Elsevier, vol. 34(1), pages 28-36.
    23. Morteza Ghobakhloo & Sai Hong Tang, 2015. "Information system success among manufacturing SMEs: case of developing countries," Information Technology for Development, Taylor & Francis Journals, vol. 21(4), pages 573-600, October.
    24. Thong, J. Y. L. & Yap, C. S., 1995. "CEO characteristics, organizational characteristics and information technology adoption in small businesses," Omega, Elsevier, vol. 23(4), pages 429-442, August.
    25. Khayer, Abul & Talukder, Md. Shamim & Bao, Yukun & Hossain, Md. Nahin, 2020. "Cloud computing adoption and its impact on SMEs’ performance for cloud supported operations: A dual-stage analytical approach," Technology in Society, Elsevier, vol. 60(C).
    26. Lin, Hsiu-Fen, 2014. "Understanding the determinants of electronic supply chain management system adoption: Using the technology–organization–environment framework," Technological Forecasting and Social Change, Elsevier, vol. 86(C), pages 80-92.
    27. Samuel Fosso Wamba & Andrew Edwards & Shahriar Akter, 2019. "Social media adoption and use for improved emergency services operations: the case of the NSW SES," Annals of Operations Research, Springer, vol. 283(1), pages 225-245, December.
    28. Ullah, Fahim & Qayyum, Siddra & Thaheem, Muhammad Jamaluddin & Al-Turjman, Fadi & Sepasgozar, Samad M.E., 2021. "Risk management in sustainable smart cities governance: A TOE framework," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    29. Abed, Salma S., 2020. "Social commerce adoption using TOE framework: An empirical investigation of Saudi Arabian SMEs," International Journal of Information Management, Elsevier, vol. 53(C).
    30. Wu He & Feng-Kwei Wang & Yong Chen & Shenghua Zha, 2017. "An exploratory investigation of social media adoption by small businesses," Information Technology and Management, Springer, vol. 18(2), pages 149-160, June.
    31. Abou-Shouk, Mohamed A. & Lim, Wai Mun & Megicks, Phil, 2016. "Using competing models to evaluate the role of environmental pressures in ecommerce adoption by small and medium sized travel agents in a developing country," Tourism Management, Elsevier, vol. 52(C), pages 327-339.
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    3. Emmanuel Bruce & Zhao Shurong & Sulemana Bankuoru Egala & John Amoah & Du Ying & Huang Rui & Tai Lyu, 2022. "Social Media Usage and SME Firms’ Sustainability: An Introspective Analysis from Ghana," Sustainability, MDPI, vol. 14(15), pages 1-17, August.
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