Evidence map›Paper›PMID 34987443›Full record

ArticleFrontiers in psychology2021

Digital Nudging for Online Food Choices.

Mathias Jesse, Dietmar Jannach, Bartosz Gula

Open access · goldAbstract read
In one paragraph

Article in Frontiers in psychology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
3.1field-weighted citation impact, top 8% of its field
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

9 citing papers in PubMed, 1 synthesis or guideline pooled it, 40 citations in OpenAlex.

  1. Pooled it
  2. Away-from-home meals: an integral part of Malaysia's food environment.Asia Pacific journal of clinical nutrition · 2026
    Review
  3. Article
  4. Review
  5. Article
  6. Article
  7. Article
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  9. Observational
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 at 1 institution in 1 country.

Mathias JesseDepartment of AI and Cybersecurity, University of Klagenfurt, Klagenfurt, Austria.
Dietmar JannachDepartment of AI and Cybersecurity, University of Klagenfurt, Klagenfurt, Austria.
Bartosz GulaDepartment of Psychology, University of Klagenfurt, Klagenfurt, Austria.
University of Klagenfurt · AT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

When people search for what to cook for the day, they increasingly use online recipe sites to find inspiration. Such recipe sites often show popular recipes to make it easier to find a suitable choice. However, these popular recipes are not always the healthiest options and can promote an unhealthy lifestyle. Our goal is to understand to what extent it is possible to steer the food selection of people through digital nudging. While nudges have been shown to affect humans' behavior regarding food choices in the physical world, there is little research on the impact of nudges on online food choices. Specifically, it is unclear how different nudges impact

Indexed as

choice satisfactionconsumer behaviordigital nudgingfoodhealth

Identifiers

PMID34987443
PMCPMC8722444
OpenAlexW4200482054

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.