ArticleBMC public health2025
Changes in pre-diabetes and diabetes prevalence and diabetes self-management behaviors across socioeconomic spectra in rural southwest China: 2013-2022.
Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- Evaluating the efficacy of a telehealth management model for chronic diabetes in resource-constrained regions.Frontiers in endocrinology · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
backgroundThis study aimed to uncover the changing prevalence of pre-diabetes and diabetes as well as diabetes self-management behaviors across socioeconomic gradients in rural southwest China.
methodsA two-wave, community-based, cross-sectional survey was conducted. A total of 7,747 and 7,536 individuals aged ≥ 35 years, residing in rural southwest China, were selected using a three-stage stratified random sampling method. Demographic characteristics and self-management behaviors were collected through face-to-face interviews, and physical indicators were measured through on-site examinations. An individual socioeconomic position (SEP) index was constructed using principal component analysis based on three variables: education, annual household income, and access to medical services.
resultsIn 2022, the overall prevalence of pre-diabetes and diabetes (15.7% and 7.6%) were lower than in 2013 (18.3% and 8.2%) (P < 0.05). This decline was also observed in subgroups including women, those aged 45-54 years, those of Han ethnicity, those with a high educational level, those with a high annual household income, and those with good access to medical services and high SEP (P < 0.05). In contrast, higher rates were found among ethnic minorities, those with low annual household income, and those with low SEP. The overall rate of compliance with anti-diabetic medications or insulin injection was higher in 2022 (95.9%) compared to 2013 (76.5%), with the largest relative increase occurring among participants with a low level of education and income, poor access to medical services, and low SEP (P < 0.01). The proportion of individuals having taken measures to control diabetes was lower in 2022 (39.7%) compared to 2013 (53.3%) (P < 0.01). This lower rate was also observed among the subgroups categorized by sex, education, and income level, in the Han majority, and among participants with good access to medical services and high SEP (P < 0.05). Furthermore, while the overall rate of regular self-monitoring of blood glucose did not differ between the two survey years (41.8% and 44.7%, P > 0.05), a higher rate was uncovered among patients with low education level, low annual household income, poor access to medical services, and low SEP in 2022 compared to 2013 (P < 0.05).
conclusionsThe prevalence of pre-diabetes and diabetes, as well as the rate of taking measures to control diabetes, were lower among the rural Chinese adult population in 2022 compared with 2013. However, compliance with anti-diabetes medications or insulin injections was higher. Additionally, socioeconomic disparities are associated with these Changes.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.