Evidence map›Paper›PMID 32243386›Full record

ArticleMedicine2020

Physical activity is associated with lower health care costs among Taiwanese individuals with diabetes mellitus.

Chun-Lang Su, Lee Wang, Chien-Chang Ho, Oswald Ndi Nfor, Shu-Yi Hsu, Chun-Te Lee, Pei-Chieh Ko, Yi-Tien Lin, Yung-Po Liaw

Abstract read
In one paragraph

Article in Medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Association between non-pharmacological therapy and healthcare use and expenditure of patients with diabetes mellitus.Saudi pharmaceutical journal : SPJ : the official publication of the Saudi Pharmaceutical Society · 2023
    Article
  2. Article
  3. Associations between Physical Activity Level and Health Services Use in Spanish Adults.International journal of environmental research and public health · 2022
    Article
  4. Article
  5. Article
  6. Review
  7. 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

9 authors.

Chun-Lang SuDepartment of Public Health and Institute of Public Health.
Lee WangDepartment of Public Health and Institute of Public Health.
Chien-Chang HoDepartment of Physical Education, Fu Jen Catholic University, New Taipei City.
Oswald Ndi NforDepartment of Public Health and Institute of Public Health.
Shu-Yi HsuDepartment of Public Health and Institute of Public Health.
Chun-Te LeeSchool of Medicine, Chung Shan Medical University, Taichung City.
Pei-Chieh KoDepartment of Public Health and Institute of Public Health.
Yi-Tien LinDepartment of Business Administration, College of Management, Fu Jen Catholic University, New Taipei City.
Yung-Po LiawDepartment of Public Health and Institute of Public Health.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The economic burden of diabetes has increased over time with disease severity. Previous publications investigating the effects of physical activity (PA) on medical costs have made use of small sample sizes. We assessed the relationship between PA and 1-year medical expenditure among Taiwanese patients with type-2 diabetes mellitus (T2DM).Data were recruited from three governmental databases, including the 2012 adult preventive health service database. Participants were grouped as inactive (no exercise), insufficiently active (exercise < 150 minutes/week), and sufficiently active (exercise >150 minutes/week) individuals. Patients were stratified according to age and Charlson score. Multivariate linear regression models were used to determine β-coefficients and their P values.Overall, 218,960 individuals were identified with diabetes. The prevalence of the disease was 13.1% among sufficiently active, 35% among insufficiently active, and 51.9% among physically inactive adults. In general, patients who had exercise >150 minutes/week had lower health care spending (i.e., US$ 755.83) followed by those who had less than 150 minutes/week (US$ 880.08) when compared with inactive patients (P < .0001). Moreover, health care costs derived from outpatient or inpatient care were lower for sufficiently active than inactive participants (P < .0001).Compared with being sedentary, PA was associated with lower health care costs of Taiwanese adults with diabetes mellitus.

Indexed as

Cost of IllnessExerciseAdultAgedDatabases, FactualDiabetes Mellitus, Type 2FemaleHealth ExpendituresHospitalizationHumansMaleMiddle AgedPatient Acceptance of Health CarePrevalenceSedentary BehaviorSeverity of Illness Index

Identifiers

PMID32243386
PMCPMC7440055

What OpenQuestion holds

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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 OpenQuestion graph.