APJIS Asia Pacific Journal of Information Systems

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The Journal for Information Professionals

Asia Pacific Journal of Information Systems (APJIS), a Scopus and ABDC indexed journal, is a
flagship journal of the information systems (IS) field in the Asia Pacific region.

ISSN 2288-5404 (Print) / ISSN 2288-6818 (Online)

Editor : Seung Hyun Kim

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Current Issue

Date June 2025
Vol. No. Vol. 35 No. 2
DOI https://doi.org/10.14329/apjis.2025.35.2.389
Page 389~415
Title An Empirical Analysis of Review Helpfulness: Exploring the Moderating Role of Reviewer¡¯s Relevant Experience
Author Ziyan Yao, Eunmi Kim, Taeho Hong
Keyword Review Helpfulness, Rating extremity, Title Sentiment, Text Sentiment, Relevant Experience
Abstract Online reviews, as a notable form of electronic word-of-mouth (eWOM), have demonstrated a significant association with a broad range of consumers, particularly in shaping their impressions of products or services and influencing their purchasing intentions. Both review ratings and sentiment reflect the reviewer¡¯s satisfaction and attitude after using a product or service. Additionally, reviewers with greater relevant experience are often able to provide more insightful evaluations. Based on this, our study analyzes the relationship between review ratings and textual sentiment and their link to review helpfulness, using movie reviews collected from IMDb.com, while also considering the moderating role of the reviewer¡¯s relevant experience. Our findings indicate that extreme ratings are more strongly related to review helpfulness. Moreover, regardless of the sentiment expressed in the review title and text, reviews with more negative sentiment are generally perceived as more helpful. Reviewer experience, especially when relevant to the movie genre being reviewed, amplifies the connection between rating, title sentiment, and text sentiment and review helpfulness. This study confirms the relationship between three key factors and review helpfulness, further clarifying the moderating role of reviewer relevant experience. These results contribute to eWOM research and enrich the literature on review helpfulness.


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