Evidence map›Paper›PMID 41971358›Full record

ArticleFrontiers in nutrition2026

Leveraging consumer behavior insights and information-based interventions to mitigate food waste in restaurant environments: a step toward sustainable food systems management.

Manze Li, Tianwei Xie, Hanxiang Luo, Zhaoyang Xiang

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. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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.

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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Manze LiCollege of Economics and Management, Huazhong Agricultural University, Wuhan, China.
Tianwei XieDongshin University, Naju, Republic of Korea.
Hanxiang LuoCollege of Economics and Management, Huazhong Agricultural University, Wuhan, China.
Zhaoyang XiangCollege of Economics and Management, Huazhong Agricultural University, Wuhan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: A rapid increase in food waste has gained global attention, and providing consumers with sustainability information in restaurants is considered an important anti-food waste intervention. However, there is ongoing debate regarding its effectiveness. This study explores whether crowding-a common dining situation in restaurants-has a potential impact on the effectiveness of information-based interventions. Methods: Three experiments were conducted with a total sample of 1,124 participants ( Results: The results indicate a matching effect between crowding and information-based intervention types. Specifically, under high crowding conditions, prompt-type interventions (vs. feedback-based interventions) significantly increase consumers' willingness to pack leftovers and reduce over-ordering behaviors. In contrast, under low crowding conditions, feedback-based interventions (vs. prompt-type interventions) are more effective in mitigating food waste. Furthermore, information processing fluency mediates this matching effect. Discussion: These findings reveal how environmental factors in restaurants influence the effectiveness of information-based interventions and provide practical guidance for marketers to select appropriate information-based intervention types based on the level of restaurant crowding to effectively prevent food waste.

Indexed as

crowdingfood sustainabilityfood wasteinformation-based interventioninformation processing fluency

Identifiers

PMID41971358
PMCPMC13061725

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.