Evidence map›Paper›PMID 41557092›Full record

ArticleEating and weight disorders : EWD2026

Color and shape matter: how visual design features of front-of-package warning labels influence attractiveness perception, healthfulness perception and purchase intention.

Zhiyi Guo, Muhizam Mustafa, Yueyue Ning

Abstract read
In one paragraph

Article in Eating and weight disorders : EWD, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Zhiyi GuoSchool of the Arts, University Sains Malaysia, 11800, Penang, Malaysia. zhiyi@student.usm.my.ORCID http://orcid.org/0009-0006-0836-1929
Muhizam MustafaSchool of the Arts, University Sains Malaysia, 11800, Penang, Malaysia. mmuhizam@usm.my.ORCID http://orcid.org/0000-0002-5132-086X
Yueyue NingSchool of the Arts, University Sains Malaysia, 11800, Penang, Malaysia. ningyueyue@student.usm.my.ORCID http://orcid.org/0009-0002-2825-219X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Non-communicable diseases have become a global public health challenge, with excessive intake of sugar-sweetened beverages (SSBs) identified as a major dietary risk factor. To promote healthier consumption, front-of-package (FoP) nutrition labels has been widely implemented worldwide. Although China has not yet established a standardized FoP system, the Healthy China 2030 initiative demonstrates the government's willingness to implement FoP labeling strategies as part of its effort to improve nutrition literacy and encourage healthier food choices. However, limited research has explored how the visual design of FoP warning labels (WLs) affects consumer perception and behavioral intention. To address this gap, the present study employed a 2 × 2 between-subjects quasi-experiment among Chinese Generation Z consumers, manipulating color (black and red) and shape (octagon and shield) of WLs on SSBs. Three dependent variables were measured: perceived attractiveness, perceived healthfulness, and purchase intention. Results showed significant main and interaction effects across all outcomes: red-octagon WLs were most visually attractive, black-octagon WLs most effectively conveyed unhealthfulness, and black-shield WLs most strongly discouraged purchase intention. These findings demonstrate that color and shape jointly shape the perceptual and behavioral impact of FoP WLs. Theoretically, based on cue utilization theory and food label information processing models, this study conceptually explains how visual warning cues influence consumers' perceptions and purchase intentions, and provides practical insights for developing evidence-based FoP policies to reduce SSBs consumption in China.

Indexed as

Choice BehaviorConsumer BehaviorFood LabelingFood PreferencesIntentionSugar-Sweetened BeveragesAdolescentAdultChinaColorFemaleHumansMaleYoung AdultDesign elements featureFront-of-package nutrition labelsHealthfulness perceptionPurchase intentionWarning labels

Identifiers

PMID41557092
PMCPMC12901084

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LicenceCC BY-NC-ND
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.