When Are More Information Details Less Useful? A Comparison of Product Contextualization in Customer Images and Review Texts

语境化 服装 计算机科学 产品(数学) 维数(图论) 情感(语言学) 产品类型 上下文查询 语境设计 产品类别 新产品开发 感觉线索 广告 营销 心理学 认知心理学 背景(考古学) 用户生成的内容 人机交互 口头传述的 匹配(统计) 产品设计 情绪分析
作者
Yang Wang,Youngeui Kim,Abhijeet Ghoshal
出处
期刊:Production and Operations Management [Wiley]
卷期号:35 (4): 1539-1559
标识
DOI:10.1177/10591478251381902
摘要

Product reviews, a type of user-generated content (UGC), are found to affect sales; however, their impact on product returns has not been fully explored. Research has revealed that inflated ratings and catchy product images may increase returns, which spells trouble for sellers. To address the issue, we examine how product contextualization in customer-posted images and review texts helps online shoppers assess a product's functionality and aesthetics and, in turn, reduce returns. Using the archival data from an online outdoor gear and clothing retailer, we reveal that contextual cues in UGC help decrease product returns. When comparing the roles of image with text, we explore distinct mechanisms for shoppers’ utilization of contextual cues to assess each type of product feature. For functionality, the level of detail in writing suggests that contextual information for these attributes (e.g., the warmth, stretchability, and water-resistance of a jacket) is likely better delineated in text than image since many of them are measurable (e.g., temperature), can be depicted in subtleties (e.g., running vs. jogging), and, sometimes, on a time dimension (e.g., a two-hour rain). As a result, shoppers’ product evaluation and return decisions are more likely to be influenced by such content. However, our data analysis shows the opposite. Although shoppers perceive verbal contextual cues for these product features as more accurate, detailed, and sufficient, they prefer to use images to assess such attributes because the cost of processing visual information is lower. Regarding aesthetics, since buyers often adopt a sensory-based strategy to evaluate these features (e.g., the design of a shirt), images are likely to be a preferred choice. We find evidence for this argument. Yet, when a product's aesthetics are closely tied to its geometric fit (e.g., sleeve length), contextual cues in the text have a stronger effect on returns. We offer business insights on leveraging UGC to enhance operating cost management by reducing product returns.
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