Evidence map›Paper›PMID 41116178›Full record

SynthesisThe international journal of behavioral nutrition and physical activity2025

Behavioural and cognitive changes in young adults towards food and nutrition after exposure to digital food communication: a mixed-methods systematic review.

Shaniek Parks, Asha Kaur, Jessica Renzella, Reem Malouf, Ornella Moreno-Mattar, Charlotte Albury, Mike Rayner, Peter Scarborough

Abstract readSystematic Review
In one paragraph

Synthesis in The international journal of behavioral nutrition and physical activity, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. 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

8 authors.

Shaniek ParksNuffield Department of Population Health, University of Oxford, Oxford, United Kingdom. shaniek.parks@ndph.ox.ac.uk.
Asha KaurNuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom.
Jessica RenzellaNuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom.
Reem MaloufNuffield Department of Population Health, University of Oxford, Oxford, United Kingdom.
Ornella Moreno-MattarJohns Hopkins University - Pompeu Fabra University Public Policy Center, Universitat Pompeu Fabra (UPF) - UPF Barcelona School of Management (UPF-BSM), Barcelona, Spain.
Charlotte AlburyNuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom.
Mike RaynerNuffield Department of Population Health, University of Oxford, Oxford, United Kingdom.
Peter ScarboroughNuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom.

Funding

NIHR Policy Research Programme (grant reference NIHR207065)NIHR Public Health Research programme (grant reference: NIHR133887)Wellcome TrustWellcome Trust (grant reference: 227132/Z/23/Z)
6 · The paper itself

Abstract

backgroundYoung adults (18-25) face significant risk for weight gain and transitioning to a higher body mass index category when compared to other adult groups. As active internet users, they encounter food-related content across digital platforms, yet little is known about their behavioural and cognitive responses to this compound exposure.

methodsThis pre-registered mixed-methods systematic review features primary studies about participants aged 18 to 25 exposed to digital food communication and assessed for behavioural or cognitive responses towards food and nutrition. We evaluate consumption and food purchase as behavioural responses; intentions to consume and/or purchase, and attitudes towards food and nutrition as cognitive responses. We searched PubMed, PsycINFO, Global Index Medicus, and Business Source Ultimate for studies published from database inception to August 1, 2024. Quality appraisals were conducted using a modified version of the Newcastle-Ottawa Quality Assessment Form, the ROB1 Tool for randomised trials, the JBI Quasi-Experiment Checklist for quasi-experiments and the Critical Appraisal Skills Programme (CASP) checklist for qualitative studies. We used a three-pronged method for analysis. Meta-analyses combined findings from randomised trials for behavioural and cognitive responses, while observational studies were summarised narratively. The thematic synthesis approach informed our qualitative synthesis of young adults' narratives of their responses after exposure to digital food communication. Finally, a cross-study matrix synthesised analytical qualitative themes and quantitative findings.

resultsOf the 6132 studies identified, 45 are included in the systematic review, representing 8,914 young adults in 16 countries. Meta-analyses on behavioural and cognitive responses demonstrate statistical significance with effect sizes of 0.34 (95% CI: 0.18-0.50) and 0.19 (95% CI: 0.10-0.28), respectively. Observational studies confirmed the findings of the meta-analyses. Difficulty deciphering what represents good nutrition, critical distinctions when engaging with content viewed as helpful versus misleading and balancing intentions versus actual behaviours were barriers to the effectiveness of digital food communication. Using a cross-study synthesis matrix, we developed ten recommendations to improve digital dietary interventions and their assessed implementation by experimental studies in the review.

conclusionsOur results illustrate the need to approach digital food communication as a digital determinant of dietary health for young adults, shaping behaviours and cognition.

Indexed as

CognitionFeeding BehaviorHealth BehaviorAdolescentAdultCommunicationFemaleHealth Knowledge, Attitudes, PracticeHumansInternetMaleYoung AdultDigital mediaFood and nutritionHealth behaviourMedia exposureYoung adults

Identifiers

PMID41116178
PMCPMC12538972

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 OpenQuestion graph.