Evidence map›Paper›PMID 40569907›Full record

ArticlePloS one2025

How to nudge students toward healthier snacks? Consumer neuroscience insights on multisensory nudge interventions in university vending machines.

Chiara Casiraghi, Simone Chiarelli, Giuseppina Gifuni, Alessandro Fici, Marco Bilucaglia, Alessandra Cecilia Jacomuzzi, Valeria Micheletto, Margherita Zito, Vincenzo Russo

Abstract read
In one paragraph

Article in PloS one, 2025. 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

9 authors.

Chiara CasiraghiBehavior and Brain Lab IULM - Neuromarketing Research Center, Università IULM, Milan, Italy.
Simone ChiarelliBehavior and Brain Lab IULM - Neuromarketing Research Center, Università IULM, Milan, Italy.ORCID 0009-0002-5379-5452
Giuseppina GifuniBehavior and Brain Lab IULM - Neuromarketing Research Center, Università IULM, Milan, Italy.ORCID 0009-0008-4708-1916
Alessandro FiciBehavior and Brain Lab IULM - Neuromarketing Research Center, Università IULM, Milan, Italy.
Marco BilucagliaBehavior and Brain Lab IULM - Neuromarketing Research Center, Università IULM, Milan, Italy.ORCID 0000-0002-8718-2825
Alessandra Cecilia JacomuzziDepartment of Philosophy and Cultural Heritage, Ca' Foscari University of Venice, Venice, Italy.
Valeria MichelettoDepartment of Business, Law, Economics and Consumer Behaviour "Carlo A. Ricciardi", Università IULM, Milan, Italy.ORCID 0000-0001-5382-6824
Margherita ZitoBehavior and Brain Lab IULM - Neuromarketing Research Center, Università IULM, Milan, Italy.
Vincenzo RussoBehavior and Brain Lab IULM - Neuromarketing Research Center, Università IULM, Milan, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Nudge has proven effective in promoting healthier eating, especially in academic environments. However, its application in vending machines has not been extensively studied yet, with existing studies focusing on choice and overlooking the emotional and cognitive responses to these interventions. Our research explored how visual and olfactory nudges (and a combination of both) can encourage healthier choices in university vending machines, and examined the related emotional and cognitive reactions, adopting a consumer neuroscience approach. It encompassed three distinct analysis levels: behavioral (snack choice), neurophysiological (emotional and cognitive reactions assessed through skin conductance and electroencephalography), and attentional (visual attention on snacks evaluated via eye-tracking). The findings revealed that while visual and olfactory nudges, when considered individually, were associated with an increased likelihood of making healthier choices, their combined effect was not significant. Skin conductance indicated that olfactory and combined nudge interventions induced relaxation, potentially promoting healthier choices. Electroencephalography results suggested a reduced motivational approach toward snacks when both nudges were combined. Eye-tracking indicated that individuals pay heightened attention to healthy snacks when positioned at eye level, however, this can also be affected by the nudge condition. Our findings suggest that implementing visual or olfactory nudges alone may promote healthier choices in vending machines, whereas combining them may lessen their impact, and corroborate the importance of positioning target products in locations where they are readily visible to consumers. These insights enhance our understanding of the emotional, cognitive, and attentional components behind nudge interventions and offer practical strategies for promoting healthier eating habits.

Indexed as

Food Dispensers, AutomaticSnacksStudentsAdolescentAdultAttentionChoice BehaviorDiet, HealthyElectroencephalographyEmotionsFemaleFood PreferencesHumansMaleMotivationUniversities

Identifiers

PMID40569907
PMCPMC12200691

What Socratic holds

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LicenceCC BY
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Registered trials

None linked

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 Socratic graph.