Evidence map›Paper›PMID 31710631›Full record

ArticlePloS one2019

The association between self-efficacy and self-management behaviors among Chinese patients with type 2 diabetes.

Jingjing Yao, Haipeng Wang, Xiao Yin, Jia Yin, Xiaolei Guo, Qiang Sun

Abstract read
In one paragraph

Article in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers.

0numbers the graph read from it
0cells of the map it votes in
43citing 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

43 citing papers in PubMed.

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  13. Socio-Clinical Correlations With Threat Perception and Self-Efficacy in People With Type 2 Diabetes.Diabetes spectrum : a publication of the American Diabetes Association · 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

6 authors.

Jingjing YaoSchool of Health Care management, NHC Key Laboratory of Health Economics and Policy Research, Shandong University, Jinan, China.ORCID 0000-0002-9985-0405
Haipeng WangSchool of Health Care management, NHC Key Laboratory of Health Economics and Policy Research, Shandong University, Jinan, China.
Xiao YinJinan Central Hospital, Jinan, China.
Jia YinSchool of Health Care management, NHC Key Laboratory of Health Economics and Policy Research, Shandong University, Jinan, China.
Xiaolei GuoShandong Center for Disease Control and Prevention, Jinan, China.
Qiang SunSchool of Health Care management, NHC Key Laboratory of Health Economics and Policy Research, Shandong University, Jinan, China.ORCID 0000-0003-3056-2322

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSelf-management is the cornerstone of diabetes care, however, despite the numerous recommendations available for self-management, type-2 diabetes mellitus (T2DM) patients' performance is suboptimal in China. This study aimed to explore the association between self-efficacy and self-management behaviors among Chinese T2DM patients, which might provide evidence to inform effective self-management interventions for these patients.

methodsA cross-sectional survey was conducted using a multi-stage stratified randomized sampling in Shandong Province, China. The Diabetes Empowerment Scale-Short Form (DES-SF) was used to measure patients' self-efficacy to manage diabetes. Latent class analysis (LCA) was used to explore the observed classes of self-management behaviors (dietary control, physical exercise, regular medication and self-monitoring of blood glucose). A two-class solution for self-management behaviors was tested to be the fittest based on LCA; we labelled active and inactive self-management groups. Univariate and multivariate logistic regression analysis were used to examine the associations between self-efficacy and self-management behaviors.

resultsA total of 2166 T2DM patients were included in the analysis. The mean DES-SF score was 31.9 (standard deviation: 5.2). The estimated proportions of T2DM in the active and inactive groups were 54.8% and 45.2%, respectively. The multivariate logistic regression showed that higher DES-SF score was significantly associated with higher possibility of active self-management behaviors (odds ratio = 1.06; 95% confidence interval: 1.04-1.08).

conclusionsSelf-efficacy in managing diabetes is associated with self-management behaviors among Chinese T2DM patients. To improve self-management behaviors, multiple strategies should be conducted to improve patients' self-efficacy.

Indexed as

Asian PeopleSelf EfficacySelf-ManagementAdultAgedDiabetes Mellitus, Type 2FemaleHumansLatent Class AnalysisLogistic ModelsMaleMiddle AgedProbability

Identifiers

PMID31710631
PMCPMC6844544

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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.