There has been a continuing and growing concern over the relevance of the articles published in the Journal of Consumer Research (JCR). “Relevance” has been addressed in a number of editorials over time: Mick (2003), Deighton (2007), Dahl et al. (2014), Inman et al. (2018), and Schmitt et al. (2002). There is an opinion that, over many years, the articles in JCR have trended toward the interests of academics and do not address the actual problems faced by consumers, firms, and public policy-makers (Inman et al. 2018). Also, there has been concern that much of what appears in JCR is narrow in scope, both in terms of theory and the empirical methods employed. Further, the dependent variables investigated are often lacking in real-world significance.

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Websites commonly use visual formats to display numerical product ratings. Highlighting the overlooked notion of the “aesthetics” of product ratings, the current research examines how the shape of basic visual rating units (rectangular vs. non-rectangular) influences product preference. Seven experiments (and 23 supplementary experiments; N = 17,994) demonstrate a visual rounding effect. Specifically, compared to the rectangular rating format (e.g., bar ratings), the non-rectangular rating format (e.g., star ratings) increases product preference when product ratings (e.g., 3.7, 3.8, 3.9) are below the nearest integer. In contrast, the non-rectangular rating format decreases product preference when product ratings (e.g., 4.1, 4.2, 4.3) are above the nearest integer. Occurring for both the overall rating and by-attribute ratings of a product, the visual rounding effect results from a visual completeness restoration process, wherein consumers perceive non-rectangular rating units to be incomplete after vertical cutting. This research contributes to the product rating and visual marketing literatures and provides actionable implications by demonstrating what visual rating format should be adopted based on rating distribution, how the visual rounding effect can be prevented if needed, and who are even more susceptible to the visual rounding effect.




