Evidence map›Paper›PMID 42568376›Full record

ArticleFrontiers in nutrition2026

Understanding purchase intention toward upcycled foods through a consumer education lens: an extended theory of planned behavior approach.

Liang Shan, Yunhao Zhang, Yuguang Ma, Jing Tian, Youyou Li

Abstract read
In one paragraph

Article in Frontiers in nutrition, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
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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

5 authors.

Liang ShanNetwork Information Center, Tonghua Normal University, Tonghua, Jilin, China.
Yunhao ZhangNetwork Information Center, Tonghua Normal University, Tonghua, Jilin, China.
Yuguang MaSchool of Mathematics and Artificial Intelligence, Tonghua Normal University, Tonghua, Jilin, China.
Jing TianSchool of Pharmacy and Health Sciences, Tonghua Normal University, Tonghua, Jilin, China.
Youyou LiInstitute of International Economics and Trade, Liaoning University of International Business and Economics, Dalian, Liaoning, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Upcycled foods offer a promising pathway for reducing food waste, improving resource-use efficiency, and promoting sustainable food consumption by transforming food resources that retain edible or nutritional value into new food products. However, the mechanisms through which consumers form purchase intention toward upcycled foods remain insufficiently understood. Methods: Drawing on the extended theory of planned behavior, this study developed a research model to examine the effects of health consciousness, environmental awareness, and product knowledge on attitude, as well as the effects of attitude, subjective norm, and perceived behavioral control on purchase intention. The mediating role of attitude was also tested. Data were collected using a three-wave survey design, 406 valid responses were retained for analysis. Exploratory factor analysis, confirmatory factor analysis, structural equation modeling, and bias-corrected bootstrap analysis were used to test the measurement and structural models. Results: Exploratory factor analysis identified seven factors, consistent with the theoretical constructs proposed in this study. Confirmatory factor analysis indicated satisfactory composite reliability, convergent validity, and discriminant validity for all constructs. The structural equation modeling results showed that health consciousness, environmental awareness, and product knowledge all had significant positive effects on consumers' attitude toward upcycled foods, with product knowledge showing the strongest effect. Attitude, subjective norm, and perceived behavioral control were also found to positively influence purchase intention. The mediation analysis further showed that attitude significantly mediated the relationships between health consciousness, environmental awareness, product knowledge, and purchase intention. Conclusion: Health consciousness and environmental awareness provide value-based foundations for consumers' evaluation of upcycled foods, while product knowledge helps reduce conceptual uncertainty and supports the formation of a favorable attitude. Attitude further links these antecedents to purchase intention, while subjective norm and perceived behavioral control also play important roles in shaping purchase intention. This study extends the application of the theory of planned behavior to the context of emerging sustainable food consumption and provides empirical evidence for the promotion of upcycled foods, consumer education, and sustainable food policy design.

Indexed as

consumer educationenvironmental awarenesshealth consciousnessproduct knowledgepurchase intentiontheory of planned behaviorupcycled foods

Identifiers

PMID42568376
PMCPMC13447081

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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.