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The impacts of purchase verification badge and review typesetting on voting behaviors of public assessors towards suspicious positive online reviews

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  • Pengkun Wu

    (Sichuan University)

  • Liuyan Chen

    (Sichuan University)

  • Yuanyuan Wu

    (Southwestern University of Finance and Economics)

Abstract

To tackle the issue of numerous suspicious reviews, some platforms have adopted crowdsourcing by inviting consumers to become public assessors. Drawing on cognitive load theory, this study examines the impact of purchase verification (PV) badges and review typesetting on voting behaviors, as well as their moderating roles in the relationship between review depth and voting behavior. Through five experiments, we demonstrate that review depth and typesetting influence voting behavior through serial mediations involving perceived reviewer effort and review helpfulness. PV badges influence voting through review credibility and review helpfulness. Both PV badges and review typesetting act as negative moderators between review depth and voting behavior. This pioneering study highlights the critical roles of PV badges and typesetting in public assessment systems, offering valuable insights for platform management.

Suggested Citation

  • Pengkun Wu & Liuyan Chen & Yuanyuan Wu, 2025. "The impacts of purchase verification badge and review typesetting on voting behaviors of public assessors towards suspicious positive online reviews," Electronic Markets, Springer;IIM University of St. Gallen, vol. 35(1), pages 1-20, December.
  • Handle: RePEc:spr:elmark:v:35:y:2025:i:1:d:10.1007_s12525-025-00833-4
    DOI: 10.1007/s12525-025-00833-4
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