Evidence map›Paper›PMID 39838331›Full record

ArticleBMC medicine2025

Association between adolescent obesity and early adulthood healthcare utilization-a two-cohort prospective study.

Emilia Hagman, Vidar Halsteinli, Resthie R Putri, Christina Hansen Edwards, Gudrun Waaler Bjørnelv, Claude Marcus, Rønnaug A Ødegård

Abstract read
In one paragraph

Article in BMC medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

7 authors.

Emilia HagmanDepartment of Clinical Science, Intervention, and Technology, Karolinska Institutet, Huddinge, Sweden. emilia.hagman@ki.se.
Vidar HalsteinliDepartment of Surgery, Obesity Research Centre, St. Olavs Hospital Trondheim University Hospital, Trondheim, Norway.
Resthie R PutriDepartment of Clinical Science, Intervention, and Technology, Karolinska Institutet, Huddinge, Sweden.
Christina Hansen EdwardsDepartment of Public Health and Nursing, Norwegian University of Science and Technology, Trondheim, Norway.
Gudrun Waaler BjørnelvDepartment of Public Health and Nursing, Norwegian University of Science and Technology, Trondheim, Norway.
Claude MarcusDepartment of Clinical Science, Intervention, and Technology, Karolinska Institutet, Huddinge, Sweden.
Rønnaug A ØdegårdDepartment of Surgery, Obesity Research Centre, St. Olavs Hospital Trondheim University Hospital, Trondheim, Norway.

Funding

Åke Wiberg Stiftelse M22-0183Center for Innovative Medicine FoUI-988950Kreftforeningen 208164Norges Forskningsråd 295989Norges Forskningsråd 344375
6 · The paper itself

Abstract

backgroundPediatric obesity is a growing global health challenge, with long-term implications for individuals and healthcare systems. Existing studies on the association between pediatric obesity and healthcare use in adulthood are limited and often rely on mathematical simulation models. This study aims to provide real-world data on the impact of adolescent obesity on specialized healthcare utilization and costs in early adulthood.

methodsThis study analyzed data from two longitudinal cohorts: a population-based cohort from Norway (Young-HUNT) and a clinical cohort from Sweden (BORIS), the latter with matched general population comparators. Individuals included were born between 1987 and 1994, with BMI measurements at ages 13-19, and follow-up data from ages 20 to 30 years. Healthcare utilization and costs were assessed using national patient registries.

resultsA total of 7592 individuals from Norway (5.7% with adolescent obesity) and 1543 individuals from Sweden with adolescent obesity, accompanied with 7330 matched general population comparators, were included. Among females, adolescent obesity was associated with significantly higher specialized healthcare utilization and costs in young adulthood, e.g., in Sweden, females with adolescent obesity had a 57% probability of annual specialized healthcare visits at ages 25-29, compared to 49% among the general population, p < 0.0001. In Norway, a similar pattern was observed. Among males, the association between obesity and healthcare utilization/annual specialized visits was less prominent. Annual excess costs for females with a history of adolescent obesity ranged from €578 to €835, while males showed minimal or no annual excess costs.

conclusionsAnalyses of real-world data cohorts from Norway and Sweden reveal that adolescent obesity is associated with increased healthcare utilization and costs in young adulthood, exceeding previous estimates. A distinct sex difference was evident, with females incurring higher costs compared to males.

Indexed as

Patient Acceptance of Health CarePediatric ObesityAdolescentAdultCohort StudiesFemaleHealth Care CostsHumansLongitudinal StudiesMaleNorwayProspective StudiesSwedenYoung AdultAdolescent obesityHealthcare CostsHealthcare utilizationHealth economicsReal-world data

Identifiers

PMID39838331
PMCPMC11752954

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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.