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Review popularity and review helpfulness: A model for user review effectiveness

机译:审查受欢迎程度和审查有用性:用户审查有效性的模型

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摘要

The wide adoption and perceived helpfulness of online user reviews on consumers' decision making have energized academic research on the assessment of review effectiveness. Although the literature probed the impacts of user reviews on various elements of review effectiveness independently, little research has done to examine them jointly. Inspired by communication theories, we conceptualize a framework for user review effectiveness in which we focus on the joint assessment of its first two elements: Review Popularity and Review Helpfulness. We develop our hypotheses regarding the effects of the user review determinants on both Review Popularity and Review Helpfulness, and further develop an operational model to empirically test our hypotheses using data collected from Amazon. Our study suggests that disentangling Review Popularity and Review Helpfulness in assessing review effectiveness is not only conceptually sounding, but also managerially beneficial. We find that Review Popularity is as important as Review Helpfulness in review effectiveness evaluations. Review determinants may play opposite roles on Review Popularity and Review Helpfulness (e.g., valence), and can drive review effectiveness via Review Popularity or Review Helpfulness or both. These findings offer new insights for various decision makers to harvest user review effectiveness in online markets. (C) 2017 Elsevier B.V. All rights reserved.
机译:在线用户评论对消费者决策的广泛采用和公认的帮助,激发了关于评论有效性评估的学术研究。尽管文献单独探讨了用户评论对评论有效性各个要素的影响,但很少有研究进行联合研究。受传播理论的启发,我们概念化了用户评论有效性的框架,在该框架中,我们专注于对其前两个要素的联合评估:评论流行度和评论有用性。我们针对用户评论决定因素对评论人气和评论有用性的影响提出假设,并进一步开发运营模型,以使用从亚马逊收集的数据对我们的假设进行实证检验。我们的研究表明,在评估审阅效果时,解开审阅人气和审阅帮助不仅在概念上听起来很有意义,而且在管理上也有好处。我们发现,在评论有效性评估中,评论流行度与评论有用性同等重要。评论决定因素在评论流行度和评论有用性(例如价)上可能起相反的作用,并且可以通过评论流行度或评论有用性或两者来推动评论有效性。这些发现为各种决策者提供了新的见解,以提高在线市场用户评论的有效性。 (C)2017 Elsevier B.V.保留所有权利。

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