Helpfulness of Online User Reviews: More is Less

Online review has been found to be import to online businesses. The sheer number of online reviews hinders websites users’ ability to draw useful information from previous users. Thus, a helpfulness mechanism which facilitates users to locate the most helpful reviews adds value to websites. This paper explores the helpfulness of online review from a cognitive science perspective. Drawing upon cognitive load theory and source credibility heuristics cues, the paper develops a framework to understand the cognitive process of review readers to evaluate the helpfulness of a review. The study testes the proposed model using 2,371 actually reviews from a popular website. The results support the theoretical model. The distinct finding that is different from previous studies is an inverse “U-shaped” effect of word counts on review helpfulness. In addition, the study found an inverse “U-shaped” effect of readability on review helpfulness.

[1]  G. A. Miller THE PSYCHOLOGICAL REVIEW THE MAGICAL NUMBER SEVEN, PLUS OR MINUS TWO: SOME LIMITS ON OUR CAPACITY FOR PROCESSING INFORMATION 1 , 1956 .

[2]  Gang Wang,et al.  A Knowledge Adoption Model Based Framework for Finding Helpful User-Generated Contents in Online Communities , 2011, ICIS.

[3]  Anindya Ghose,et al.  Examining the Relationship Between Reviews and Sales: The Role of Reviewer Identity Disclosure in Electronic Markets , 2008, Inf. Syst. Res..

[4]  Andrew Whinston,et al.  The Dynamics of Online Word-of-Mouth and Product Sales: An Empirical Investigation of the Movie Industry , 2008 .

[5]  David Schuff,et al.  What Makes a Helpful Review? A Study of Customer Reviews on Amazon.com , 2010 .

[6]  John Sweller,et al.  Cognitive Load During Problem Solving: Effects on Learning , 1988, Cogn. Sci..

[7]  R. Bond,et al.  Culture and conformity: A meta-analysis of studies using Asch's (1952b, 1956) line judgment task. , 1996 .

[8]  S. Bikhchandani,et al.  Herd Behavior in Financial Markets , 2000, IMF Staff Papers.

[9]  Izak Benbasat,et al.  Research Note: The Influence of Recommendations and Consumer Reviews on Evaluations of Websites , 2006, Inf. Syst. Res..

[10]  R. Flesch A new readability yardstick. , 1948, The Journal of applied psychology.

[11]  Han Zhang,et al.  Dreading and Ranting: The Distinct Effects of Anxiety and Anger in Online Seller Reviews , 2011, ICIS.

[12]  Qing Cao,et al.  Exploring determinants of voting for the "helpfulness" of online user reviews: A text mining approach , 2011, Decis. Support Syst..

[13]  Nikolaos Korfiatis,et al.  The Influences of Negativity and Review Quality on the Helpfulness of Online Reviews , 2011, ICIS.

[14]  Chuan-Hoo Tan,et al.  Assessing The Helpfulness Of Online Product Review: A Progressive Experimental Approach , 2011, PACIS.

[15]  S. Chaiken,et al.  Heuristic processing can bias systematic processing: effects of source credibility, argument ambiguity, and task importance on attitude judgment. , 1994, Journal of personality and social psychology.

[16]  Gerd Gigerenzer,et al.  Heuristic decision making. , 2011, Annual review of psychology.