Evidence mapPaperPMID 39754157Full record

Trial reportNutrition journal2025

The effect of an app-based dietary education on dietary intake and cardiometabolic risk markers in people with type 2 diabetes: results from a randomized controlled trial.

Linnea Sjöblom, Essi Hantikainen, Anna Dahlgren, Ylva Trolle Lagerros, Stephanie E Bonn

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Nutrition journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03784612 (The HAPPY-study), which is not on this map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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.

NCT03784612 nacompletednot on this map

The HAPPY-study: Digital Support for Healthier Eating Habits in Patients with Diabetes Type 2 - a Randomized Clinical Trial Within Primary Care

TypeinterventionalSponsorKarolinska InstitutetRan2019 to 2023Enrolled133ConditionsType 2 Diabetes Mellitus, Dietary HabitsArmsApp-technology for healthy eating habits
3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Trial
  2. Article
  3. Article
  4. Article
  5. Review
  6. 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

5 authors.

Linnea SjöblomDivision of Clinical Epidemiology, Department of Medicine Solna, Karolinska Institutet, Eugeniahemmet T2:02, Stockholm, SE-171 76, Sweden. linnea.sjoblom@ki.se.
Essi HantikainenInstitute for Biomedicine, Eurac Research, Bolzano, 39100, Italy.
Anna DahlgrenDivision of Clinical Epidemiology, Department of Medicine Solna, Karolinska Institutet, Eugeniahemmet T2:02, Stockholm, SE-171 76, Sweden.
Ylva Trolle LagerrosDepartment of Medicine Huddinge, Karolinska Institutet, Stockholm, Sweden.
Stephanie E BonnDivision of Clinical Epidemiology, Department of Medicine Solna, Karolinska Institutet, Eugeniahemmet T2:02, Stockholm, SE-171 76, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundmHealth, i.e. mobile-health, strategies may be used as a complement to regular care to support healthy dietary habits in primary care patients. We evaluated the effect of a 12-week smartphone-based dietary education on overall diet quality (primary outcome), and dietary intake and cardiometabolic risk markers (secondary outcomes) in people with type 2 diabetes.

methodsIn this two-armed randomized clinical trial, people with type 2 diabetes were recruited within a primary care setting and randomized 1:1 to a smartphone-delivered dietary education for 12 weeks or a control group receiving regular care only. Dietary intake and cardiometabolic risk markers were measured at baseline and after 3 months. Diet was assessed using a 4-day dietary record and a food frequency questionnaire (FFQ). Overall diet quality was estimated with a Nordic Nutrition Recommendation (NNR) score and specific dietary intake was estimated for 13 food groups/nutrients. We used linear regression models to examine differences in change from baseline to the 3-month follow-up between the intervention and control group, adjusted for baseline values of each outcome variable.

resultsThe study included 129 participants (67 in the intervention group and 62 controls), of whom 61% were men. At baseline, mean age was 63.0 years and mean body mass index was 29.8 kg/m

conclusionWhile we found no effect on overall diet quality, our findings suggest that a smartphone-based dietary education might impact dietary fat intake and corresponding cardiometabolic risk markers in people with type 2 diabetes. Our results should be considered hypothesis-generating and need to be confirmed in future studies.

trial registrationRegistered at ClinicalTrials.gov ( NCT03784612 ). Registered 24 December 2018.

Indexed as

Cardiometabolic Risk FactorsDiabetes Mellitus, Type 2DietMobile ApplicationsAgedBiomarkersCardiovascular DiseasesDiet RecordsFeeding BehaviorFemaleHumansMaleMiddle AgedPatient Education as TopicSmartphoneTelemedicineBiomarkersAdultsBehavior changeCardiovascular risk factorsDiabetes managementDiabetes mellitusDietary changemHealthSmartphone applicationType 2

Identifiers

PMID39754157
PMCPMC11699681

What Socratic holds

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Registered trials

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.