Evidence map›Paper›PMID 38032635›Full record

ArticleJAMA network open2023

Parental Income Level and Risk of Developing Type 2 Diabetes in Youth.

Fu-Shun Yen, James Cheng Chung Wei, Jia-Sin Liu, Chii-Min Hwu, Chih-Cheng Hsu

Abstract read
In one paragraph

Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 1 pooled it
–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

15 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  5. Observational
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  10. Social epidemiology of cardiometabolic risk factors in early adolescents.International journal of cardiology. Cardiovascular risk and prevention · 2025
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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.

Fu-Shun YenPrivate practice, Taoyuan City, Taiwan.
James Cheng Chung WeiInstitute of Medicine, Chung Shan Medical University, Taichung, Taiwan.
Jia-Sin LiuInstitute of Population Health Sciences, National Health Research Institutes, Miaoli County, Taiwan.
Chii-Min HwuSection of Endocrinology and Metabolism, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.
Chih-Cheng HsuInstitute of Population Health Sciences, National Health Research Institutes, Miaoli County, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: In recent years, the global incidence of type 2 diabetes in young people has increased, especially among minoritized, Indigenous, or financially disadvantaged populations. However, few studies have examined whether poverty is associated with increased risk of youth-onset type 2 diabetes. Objective: To examine the association of family income level with the risk of youth-onset type 2 diabetes. Design, Setting, and Participants: This nationwide, population-based retrospective cohort study used data from the 2008 National Health Insurance Research Database of Taiwan, with follow-up through December 31, 2019. Participants included children and adolescents aged 0 to 19 years. Data analysis was performed from June 9, 2022, to January 16, 2023. Exposures: Family income, classified as very low, low, middle, and high. Main Outcomes and Measures: Cox proportional hazards models were used to estimate adjusted hazard ratios (aHRs) for the risks of youth-onset type 2 diabetes and all-cause mortality for all income groups vs the high-income group. Results: The cohort included a total of 5 182 893 children and adolescents (mean [SD] age, 11.2 [5.2] years; 2 477 807 girls [48.3%]). The mean (SD) follow-up duration was 9.0 (0.3) years. The incidence rates of youth-onset type 2 diabetes were 0.52 cases per 1000 person-years for the very-low-income group, 0.40 cases per 1000 person-years for the low-income group, 0.35 cases per 1000 person-years for the middle-income group, and 0.28 cases per 1000 person-years for the high-income group. Children and adolescents from very-low-income (aHR, 1.55; 95% CI, 1.41-1.71), low-income (aHR, 1.34; 95% CI, 1.27-1.41), and middle-income (aHR, 1.27; 95% CI, 1.20-1.34) families had a significantly higher hazard of youth-onset type 2 diabetes than those from high-income families. Children and adolescents from very-low-income (aHR, 2.18; 95% CI, 1.97-2.41), low-income (aHR, 1.51; 95% CI, 1.42-1.60), and middle-income (aHR, 1.22; 95% CI, 1.14-1.31) families also had a significantly higher hazard of all-cause mortality than those from high-income families. Children and adolescents who were older, female, and obese and had dyslipidemia, gout, or psychiatric disorders had a significantly higher risk of youth-onset type 2 diabetes than children without those characteristics. Conclusions and Relevance: This population-based cohort study showed that children and adolescents from very-low-income to middle-income families had a higher hazard of youth-onset type 2 diabetes and mortality than those from high-income families. Further research to reveal the factors underlying this association may improve the accuracy of identifying individuals at greatest risk for developing type 2 diabetes in youth.

Indexed as

Diabetes Mellitus, Type 2AdolescentChildCohort StudiesFemaleHumansIncomeParentsRetrospective Studies

Identifiers

PMID38032635
PMCPMC10690454

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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.