Evidence map›Paper›PMID 36674154›Full record

ArticleInternational journal of environmental research and public health2023

Physical Activity Types, Physical Activity Levels and Risk of Diabetes in General Adults: The NHANES 2007-2018.

Chunnan Li, Shaomei Shang, Wannian Liang

Open access · goldAbstract read
In one paragraph

Article in International journal of environmental research and public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed, 1 pooled it
4.2field-weighted citation impact, top 5% of its field
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

19 citing papers in PubMed, 1 synthesis or guideline pooled it, 24 citations in OpenAlex.

  1. Pooled it
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  3. Observational
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  7. Physical activity in rehabilitation practice: Policy, infrastructure and development perspectives.South African family practice : official journal of the South African Academy of Family Practice/Primary Care · 2025
    Article
  8. Observational
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  16. Review
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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

3 authors at 2 institutions in 1 country.

Chunnan LiVanke School of Public Health, Tsinghua University, Beijing 100084, China.ORCID 0000-0002-9435-8040
Shaomei ShangSchool of Nursing, Peking University, Beijing 100191, China.
Wannian LiangVanke School of Public Health, Tsinghua University, Beijing 100084, China.
Peking University · CNVanke (China) · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRecreational activities show benefits for diabetes prevention, but work-related activity and the total amount of individual physical activity is rarely discussed. PURPOSE: The purpose of this study was to evaluate the participation in five typical physical activities (vigorous work activity, vigorous recreational activities, moderate work activity, moderate recreational activities, and walk/bicycle for transportation), as well as the weekly distribution of total physical activity intensity, and to explore the relationships between physical activity types, physical activity levels, and risk of diabetes. STUDY

designCross-sectional study.

methodsThe self-reported physical activity data on specific domains of physical activity were acquired from individuals in the 2007-2018 National Health and Nutrition Examination Survey (NHANES) using the Physical Activity Questionnaire (PAQ). Diabetes status was assessed by self-reported medical diagnosis or medication usage, or a fasting glucose concentration ≥ 126 mg/dL (fasting is defined as no caloric intake for at least 8 h) or HbA1c ≥ 6.5%. Weighted logistic regression was used to investigate the associations between physical activity types, physical activity levels, and risk of diabetes.

resultsDiabetes was less prevalent in people who participated in physical activity and the risk of diabetes reduced progressively as total physical activity levels increased. Younger adults (20-44 years) and males reported a higher proportion of high-intensity physical activity participation.

conclusionsOur findings highlight the importance of a physically active lifestyle for preventing diabetes. Distinct types of physical activity had different effects on the risk of diabetes. A greater total physical activity level was related to a substantial reduction in diabetes risk.

Indexed as

Diabetes MellitusAdultCross-Sectional StudiesExerciseHumansMaleNutrition SurveysWalkingdiabetesepidemiologyNHANESphysical activity

Identifiers

PMID36674154
PMCPMC9858810
OpenAlexW4315700762

What Socratic holds

Textmetadata
LicenceCC BY
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.