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More Than Just Numbers: How Engagement Metrics Influence User Intention to Pay for Online Knowledge Products

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  • Wu Li
  • Pengya Ai
  • Annette Ding

Abstract

The online knowledge-sharing market in China has been rapidly growing, with increasing user demand for paid knowledge products. Like in other e-commerce contexts, users must make product evaluations under conditions of information asymmetry. In the age of social media, engagement metrics can be a particularly rich source of product information for users. However, there has been little research on how engagement metrics influence user decision making in online knowledge market. As such, mainly drawing on the Social Impact Theory, this study conducted a 2 (engagement metrics: high vs. low) × 2 (source expertise: high vs. low) between-subject factorial design experiment to explore the impact of engagement metrics on user purchase intention for online knowledge products. Participants consisted of 151 college students who completed measures on purchase intention, trust, demographics, and other individual variables. Results revealed that only when source expertise is high do higher engagement metrics lead to higher consumer trust, in turn resulting in higher purchase intention. Differentiating from findings on the impact of engagement metrics in other online contexts, this study highlights the importance of source expertise for influencing user purchase intention in the knowledge-sharing market.

Suggested Citation

  • Wu Li & Pengya Ai & Annette Ding, 2023. "More Than Just Numbers: How Engagement Metrics Influence User Intention to Pay for Online Knowledge Products," SAGE Open, , vol. 13(1), pages 21582440221, January.
    • Handle: RePEc:sae:sagope:v:13:y:2023:i:1:p:21582440221148620
    DOI: 10.1177/21582440221148620
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    1. Jennifer J. Argo & Darren W. Dahl & Rajesh V. Manchanda, 2005. "The Influence of a Mere Social Presence in a Retail Context," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 32(2), pages 207-212, September.
    2. Liyong Wan & Shoumei Xie & Ai Shu, 2020. "Toward an Understanding of University Students’ Continued Intention to Use MOOCs: When UTAUT Model Meets TTF Model," SAGE Open, , vol. 10(3), pages 21582440209, July.
    3. Pappas, Nikolaos, 2016. "Marketing strategies, perceived risks, and consumer trust in online buying behaviour," Journal of Retailing and Consumer Services, Elsevier, vol. 29(C), pages 92-103.
    4. Kuisma, Tuire & Laukkanen, Tommi & Hiltunen, Mika, 2007. "Mapping the reasons for resistance to Internet banking: A means-end approach," International Journal of Information Management, Elsevier, vol. 27(2), pages 75-85.
    5. Hong, Ilyoo B., 2015. "Understanding the consumer's online merchant selection process: The roles of product involvement, perceived risk, and trust expectation," International Journal of Information Management, Elsevier, vol. 35(3), pages 322-336.
    6. Marsh, Catherine, 1985. "Back on the Bandwagon: The Effect of Opinion Polls on Public Opinion," British Journal of Political Science, Cambridge University Press, vol. 15(1), pages 51-74, January.
    7. Hong, Ilyoo B. & Cha, Hoon S., 2013. "The mediating role of consumer trust in an online merchant in predicting purchase intention," International Journal of Information Management, Elsevier, vol. 33(6), pages 927-939.
    8. S. Shyam Sundar & Silvia Knobloch‐Westerwick & Matthias R. Hastall, 2007. "News cues: Information scent and cognitive heuristics," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 58(3), pages 366-378, February.
    9. D. Harrison McKnight & Vivek Choudhury & Charles Kacmar, 2002. "Developing and Validating Trust Measures for e-Commerce: An Integrative Typology," Information Systems Research, INFORMS, vol. 13(3), pages 334-359, September.
    Full references (including those not matched with items on IDEAS)

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