Evidence map›Paper›PMID 42529066›Full record

ArticleJournal of nutrition and metabolism2026

The Relationship of Fatty Food Consumption, History of Disease, and Physical Activity With the Event of Adolescent Obesity in Indonesia.

Julhan Irfandi, Marlina Josefina Malisngorar, Daniela L Adeline Boeky, Sarci Magdalena Toy, Ali Muthahhari Rahim, Elmerilia Tandilangi, Farahdila Mirshanti, Ummi Kalsum, Adelina Fitri, Dewi Syafitriani and 2 more

Abstract read
In one paragraph

Article in Journal of nutrition and metabolism, 2026. 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

12 authors.

Julhan IrfandiMaster Program of Public Health, Faculty of Medicine, Universitas Sebelas Maret, Surakarta, Indonesia, uns.ac.id.ORCID https://orcid.org/0009-0008-4634-6417
Marlina Josefina MalisngorarMaster Program of Public Health, Faculty of Medicine, Universitas Sebelas Maret, Surakarta, Indonesia, uns.ac.id.ORCID https://orcid.org/0009-0001-4937-3057
Daniela L Adeline BoekyDoctoral Program of Public Health, Faculty of Medicine, Universitas Sebelas Maret, Surakarta, Indonesia, uns.ac.id.ORCID https://orcid.org/0009-0009-2026-5691
Sarci Magdalena ToyDoctoral Program of Public Health, Faculty of Medicine, Universitas Sebelas Maret, Surakarta, Indonesia, uns.ac.id.ORCID https://orcid.org/0009-0008-0090-2297
Ali Muthahhari RahimDoctoral Program of Public Health, Faculty of Medicine, Universitas Sebelas Maret, Surakarta, Indonesia, uns.ac.id.ORCID https://orcid.org/0009-0000-8461-3338
Elmerilia TandilangiDoctoral Program of Public Health, Faculty of Public Health, Universitas Diponegoro, Semarang, Indonesia, undip.ac.id.ORCID https://orcid.org/0009-0004-4259-3411
Farahdila MirshantiDoctoral Program of Public Health, Faculty of Medicine, Universitas Sebelas Maret, Surakarta, Indonesia, uns.ac.id.ORCID https://orcid.org/0009-0009-5866-2334
Ummi KalsumBachelor of Public Health, Faculty of Medicine and Health Science, Universitas Jambi, Jambi, Indonesia.
Adelina FitriBachelor of Public Health, Faculty of Medicine and Health Science, Universitas Jambi, Jambi, Indonesia.ORCID https://orcid.org/0000-0001-9079-7815
Dewi SyafitrianiBachelor of Public Health, Faculty of Medicine and Health Science, Universitas Jambi, Jambi, Indonesia.ORCID https://orcid.org/0009-0001-7861-899X
Nirmin F JuberDepartment of Health Promotion and Education, National Taiwan Normal University, Taipei, Taiwan, ntnu.edu.tw.ORCID https://orcid.org/0000-0002-7316-5530
Bhisma MurtiDoctoral Program of Public Health, Postgraduate School, Universitas Strada Indonesia, Kediri, Indonesia.ORCID https://orcid.org/0000-0001-9405-3872

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: This study examines the prevalence and associated factors of adolescent obesity using data from the 2018 Basic Health Survey, which includes 75.800 Indonesian adolescents aged 13-18 years. Methods: This study used cross-sectional data from the 2018 Basic Health Survey, which involved 75.800 adolescents aged 13-18 years. Bivariate logistic regression was performed to estimate prevalence odds ratios (ORs) and 95% confidence intervals for factors associated with adolescent obesity. Multiple logistic regression was used to analyze the relationships between obesity, consumption of fatty foods, disease history, physical activity, age, gender, place of residence, parental history of overweight, and maternal occupation. Results: It reports 6.2% prevalence of obesity among adolescents and identifies key influencing factors, such as frequent consumption of fatty foods, history of disease, moderate physical activity levels, age, gender, place of residence, and parental history of overweight status. The strongest predictor of adolescent obesity is identified as a parental history of overweight (aOR = 4.45). Conclusions: This study concluded that reducing high-calorie food consumption and promoting increased physical activity are crucial, particularly for adolescents with a familial history of being overweight. Overall, this research makes a significant contribution to understanding the prevalence and determinants of adolescent obesity in Indonesia. Its large dataset and comprehensive analysis are notable strengths, providing valuable insights for public health interventions.

Indexed as

adolescentsfatty foodsinfectious diseasesobesityphysical activity

Identifiers

PMID42529066
PMCPMC13415753

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Registered trials

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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.