Evidence mapPaperPMID 40916607Full record

ArticleJournal of obesity & metabolic syndrome2025

Effects of Physical Activity on Medical Expenses among Individuals with Obesity in Korea: Insights from a Nationwide Study.

Ga Eun Nam, Youn Huh, Kyungdo Han, Kyu-Na Lee, Chung-Woo Lee, Wonsock Kim, Kye-Yeung Park, Hae-Jin Ko, Yoon Jeong Cho, Chong Hwa Kim and 1 more

Abstract read
In one paragraph

Article in Journal of obesity & metabolic syndrome, 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

11 authors.

Ga Eun NamDepartment of Family Medicine, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Korea.
Youn HuhDepartment of Family Medicine, Uijeongbu Eulji Medical Center, Eulji University, Uijeongbu, Korea.
Kyungdo HanDepartment of Statistics and Actuarial Science, Soongsil University, Seoul, Korea.
Kyu-Na LeeDepartment of Public Health, Catholic University, Seoul, Korea.
Chung-Woo LeeDepartment of Family Medicine, Veterans Health Service Medical Center, Seoul, Korea.
Wonsock KimDepartment of Family Medicine, Uijeongbu Eulji Medical Center, Eulji University, Uijeongbu, Korea.
Kye-Yeung ParkDepartment of Family Medicine, Hanyang University College of Medicine, Seoul, Korea.
Hae-Jin KoDepartment of Family Medicine, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu, Korea.
Yoon Jeong ChoDepartment of Family Medicine, Daegu Catholic University Medical Center, Daegu Catholic University School of Medicine, Daegu, Korea.
Chong Hwa KimDivision of Endocrinology and Metabolism, Department of Internal Medicine, Sejong General Hospital, Bucheon, Korea.ORCID https://orcid.org/0000-0002-4563-7772
Seungjoon OhDepartment of Endocrinology and Metabolism, College of Medicine, Kyung Hee University, Seoul, Korea.ORCID https://orcid.org/0000-0002-5047-6037

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Research on the relationship between physical activity and medical expenses among individuals with obesity has been sparse. This study investigates that association using nationwide data from Korea. Methods: We analyzed data from the National Sample Cohort of the Korean National Health Insurance Service, including 112,531 adults with obesity who underwent at least two health screenings within a 2-year interval between 2009 and 2015. Participants were categorized into four groups based on changes in their regular physical activity during 2 years: non-exercisers, quitters, starters, and maintainers. A two-part model was used to assess the average and excess annual medical expenses per person, including outpatient and hospitalization expenses. Results: Lower levels of physical activity correlated with an increase in both average and excess annual medical expenses per person ( Conclusion: In this nationwide study of individuals with obesity, lower physical activity levels were associated with increased medical expenses. Consistently engaging in physical activity might significantly lower medical expenses, particularly among elderly people and individuals with comorbidities. These findings highlight the importance of promoting sustained physical activity as a strategy for managing healthcare costs among individuals with obesity.

Indexed as

ExerciseHospitalizationMedical expenseObesityOutpatient department

Identifiers

PMID40916607
PMCPMC12583784

What Socratic holds

Textmetadata
LicenceCC BY-NC
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 Socratic graph.