Analysis · Business

A Livestream Backdrop Has Two Different Kinds of Fit

By · AI-compiled · Published · Analysis prepared · 1 source · doi.org

An orchard can match the fruit being sold and the farmer presenting it. Those are two separate judgments about the same livestream backdrop. A 2023 study by Qian Shang, Haoyu Ma, Cuicui Wang and Li Gao examined that distinction, offering a more specific way to assess a setting than simply asking whether it looks appealing.

The researchers analyzed 424 questionnaires from Chinese consumers with livestream shopping experience, collected between December 2020 and June 2021. Respondents recalled a livestream and rated its product–background fit, presenter–background fit, trust, practical value, pleasure and purchase intention. The team used structural equation modeling to examine relationships among these reported perceptions.

The two kinds of fit had different patterns of association. Presenter–background fit had a larger estimated association with trust than product–background fit did. For practical value, the product’s fit had a slightly larger estimated association than the presenter’s. These comparisons describe coefficients within the researchers’ model; they do not establish that changing one element would outperform changing another.

There is a useful wrinkle: trust had a larger estimated association with practical value than either background measure did. Value included perceptions of information, quality, shopping time and efficiency. The findings therefore cannot be reduced to a rule that matching the scenery to the merchandise makes shopping feel worthwhile. The authors proposed a sequence connecting fit, cognitive judgments, pleasure and buying intentions, but did not observe that sequence unfolding.

No backgrounds were experimentally changed, and actual purchases were not measured. Recalled ratings cannot establish causation. Moreover, 81.8% of respondents were aged 18–24; product categories and brand effects were not examined separately, and social and shopping platforms were pooled.

For merchants, the bounded takeaway is a pair of questions for evaluating a proposed set: does this setting make sense for the product, and does it make sense for the presenter? That distinction can guide a background test, but this survey cannot predict its sales result.

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Effects of Background Fitting of e-Commerce Live Streaming on Consumers’ Purchase Intentions: A Cognitive-Affective Perspective Qian Shang, Haoyu Ma, Cuicui Wang …
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