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Digital inclusion in social media marketing adoption: the role of product suitability in the agriculture sector

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  • Honghua Han

    (Yangzhou University, Business School)

  • Jason Xiong

    (Appalachian State University, Walker College of Business)

  • Kexin Zhao

    (University of North Carolina At Charlotte, Belk College of Business)

Abstract

Information and communication technologies (ICT) are critical to leverage the digital divide among disadvantaged individuals, groups, and communities. Given the persistent urban–rural gap in technology adoption and usage, this study intends to understand factors motivating rural farmer’s adoption of social media marketing (SMM) tools in China. We contextualize and extend the Unified Theory of Acceptance and Use of Technology (UTAUT) framework to China’s agriculture sector. Specifically, we propose product SMM suitability as a new moderator based on the channel/product fit literature. The survey method is utilized to validate the proposed research model. Six follow-up interviews are analyzed to supplement the quantitative survey findings. While the result confirms UTAUT’s generalizability in China’s agriculture sector, it also demonstrates limited generational divide and gender divide in SMM adoption among Chinese farmers. More importantly, the newly proposed moderator, SMM product suitability, is empirically validated. Farmers consider non-grain products to be more suitable for SMM than grain products. SMM product suitability not only directly increases Chinese farmers’ SMM adoption intention, but also moderates the relationship between behavioral intention and use as well as the relationship between facilitating conditions and use.

Suggested Citation

  • Honghua Han & Jason Xiong & Kexin Zhao, 2022. "Digital inclusion in social media marketing adoption: the role of product suitability in the agriculture sector," Information Systems and e-Business Management, Springer, vol. 20(4), pages 657-683, December.
    • Handle: RePEc:spr:infsem:v:20:y:2022:i:4:d:10.1007_s10257-021-00522-7
    DOI: 10.1007/s10257-021-00522-7
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    References listed on IDEAS

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    1. Tyfield, David & Zuev, Dennis, 2018. "Stasis, dynamism and emergence of the e-mobility system in China: A power relational perspective," Technological Forecasting and Social Change, Elsevier, vol. 126(C), pages 259-270.
    2. Jenny C. Aker, 2010. "Information from Markets Near and Far: Mobile Phones and Agricultural Markets in Niger," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 46-59, July.
    3. Robert Jensen, 2007. "The Digital Provide: Information (Technology), Market Performance, and Welfare in the South Indian Fisheries Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 879-924.
    4. Zuhui Huang & Qiao Liang, 2018. "Agricultural organizations and the role of farmer cooperatives in China since 1978: past and future," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 10(1), pages 48-64, February.
    5. Shareef, Mahmud Akhter & Mukerji, Bhasker & Dwivedi, Yogesh K. & Rana, Nripendra P. & Islam, Rubina, 2019. "Social media marketing: Comparative effect of advertisement sources," Journal of Retailing and Consumer Services, Elsevier, vol. 46(C), pages 58-69.
    6. Likoebe M. Maruping & Hillol Bala & Viswanath Venkatesh & Susan A. Brown, 2017. "Going beyond intention: Integrating behavioral expectation into the unified theory of acceptance and use of technology," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 68(3), pages 623-637, March.
    7. Nitin Walia & Mark Srite & Wendy Huddleston, 2016. "Eyeing the web interface: the influence of price, product, and personal involvement," Electronic Commerce Research, Springer, vol. 16(3), pages 297-333, September.
    8. Viswanath Venkatesh & Xiaojun Zhang, 2010. "Unified Theory of Acceptance and Use of Technology: U.S. Vs. China," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 13(1), pages 5-27, January.
    9. Felix, Reto & Rauschnabel, Philipp A. & Hinsch, Chris, 2017. "Elements of strategic social media marketing: A holistic framework," Journal of Business Research, Elsevier, vol. 70(C), pages 118-126.
    10. Xinshu Zhao & John G. Lynch & Qimei Chen, 2010. "Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(2), pages 197-206, August.
    11. Gao, Yanyan & Zang, Leizhen & Sun, Jun, 2018. "Does computer penetration increase farmers’ income? An empirical study from China," Telecommunications Policy, Elsevier, vol. 42(5), pages 345-360.
    12. 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.
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