Cargando…
Diabetes knowledge predicts HbA1c levels of people with type 2 diabetes mellitus in rural China: a ten-month follow-up study
Improving diabetes self-management (DSM) is facing real-world challenges among people with type 2 diabetes mellitus (T2DM) who have a low education level in resource-limited areas. This study aimed to investigate whether diabetes knowledge could predict glycemic levels in people with T2DM in rural C...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10600128/ https://www.ncbi.nlm.nih.gov/pubmed/37880376 http://dx.doi.org/10.1038/s41598-023-45312-y |
_version_ | 1785125920793690112 |
---|---|
author | Wang, Xiaoying Tian, Bo Zhang, Shengfa Zhang, Jinsui Yang, Weiping Li, Jina Wang, Weiwei Wang, Yuchen Zhang, Weijun |
author_facet | Wang, Xiaoying Tian, Bo Zhang, Shengfa Zhang, Jinsui Yang, Weiping Li, Jina Wang, Weiwei Wang, Yuchen Zhang, Weijun |
author_sort | Wang, Xiaoying |
collection | PubMed |
description | Improving diabetes self-management (DSM) is facing real-world challenges among people with type 2 diabetes mellitus (T2DM) who have a low education level in resource-limited areas. This study aimed to investigate whether diabetes knowledge could predict glycemic levels in people with T2DM in rural China. This analytical cross-sectional study recruited 321 people with T2DM from eight villages by purposive sampling at baseline. After 10 months, 206 patients completed the follow-up survey and HbA1c tests, with a response rate of 64.17% (206/321). Multiple regression analysis was employed to explore the correlation between diabetes knowledge and HbA1c levels. The patient's diabetes knowledge was significantly negatively correlated with HbA1c levels before and after controlling for covariates in both hierarchical multiple regression and multiple logistic regression (p < 0.01). In addition, other influencing factors, including sex, age, marital status, employment status, income, and HbA1c levels at baseline, were also identified. Diabetes knowledge could predict HbA1c levels significantly among patients with low education levels in rural China. Therefore, interventions on improving diabetes knowledge need to be strengthened for patients in rural China so that they can improve their health outcomes and reduce the disease burden. |
format | Online Article Text |
id | pubmed-10600128 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106001282023-10-27 Diabetes knowledge predicts HbA1c levels of people with type 2 diabetes mellitus in rural China: a ten-month follow-up study Wang, Xiaoying Tian, Bo Zhang, Shengfa Zhang, Jinsui Yang, Weiping Li, Jina Wang, Weiwei Wang, Yuchen Zhang, Weijun Sci Rep Article Improving diabetes self-management (DSM) is facing real-world challenges among people with type 2 diabetes mellitus (T2DM) who have a low education level in resource-limited areas. This study aimed to investigate whether diabetes knowledge could predict glycemic levels in people with T2DM in rural China. This analytical cross-sectional study recruited 321 people with T2DM from eight villages by purposive sampling at baseline. After 10 months, 206 patients completed the follow-up survey and HbA1c tests, with a response rate of 64.17% (206/321). Multiple regression analysis was employed to explore the correlation between diabetes knowledge and HbA1c levels. The patient's diabetes knowledge was significantly negatively correlated with HbA1c levels before and after controlling for covariates in both hierarchical multiple regression and multiple logistic regression (p < 0.01). In addition, other influencing factors, including sex, age, marital status, employment status, income, and HbA1c levels at baseline, were also identified. Diabetes knowledge could predict HbA1c levels significantly among patients with low education levels in rural China. Therefore, interventions on improving diabetes knowledge need to be strengthened for patients in rural China so that they can improve their health outcomes and reduce the disease burden. Nature Publishing Group UK 2023-10-25 /pmc/articles/PMC10600128/ /pubmed/37880376 http://dx.doi.org/10.1038/s41598-023-45312-y Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Wang, Xiaoying Tian, Bo Zhang, Shengfa Zhang, Jinsui Yang, Weiping Li, Jina Wang, Weiwei Wang, Yuchen Zhang, Weijun Diabetes knowledge predicts HbA1c levels of people with type 2 diabetes mellitus in rural China: a ten-month follow-up study |
title | Diabetes knowledge predicts HbA1c levels of people with type 2 diabetes mellitus in rural China: a ten-month follow-up study |
title_full | Diabetes knowledge predicts HbA1c levels of people with type 2 diabetes mellitus in rural China: a ten-month follow-up study |
title_fullStr | Diabetes knowledge predicts HbA1c levels of people with type 2 diabetes mellitus in rural China: a ten-month follow-up study |
title_full_unstemmed | Diabetes knowledge predicts HbA1c levels of people with type 2 diabetes mellitus in rural China: a ten-month follow-up study |
title_short | Diabetes knowledge predicts HbA1c levels of people with type 2 diabetes mellitus in rural China: a ten-month follow-up study |
title_sort | diabetes knowledge predicts hba1c levels of people with type 2 diabetes mellitus in rural china: a ten-month follow-up study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10600128/ https://www.ncbi.nlm.nih.gov/pubmed/37880376 http://dx.doi.org/10.1038/s41598-023-45312-y |
work_keys_str_mv | AT wangxiaoying diabetesknowledgepredictshba1clevelsofpeoplewithtype2diabetesmellitusinruralchinaatenmonthfollowupstudy AT tianbo diabetesknowledgepredictshba1clevelsofpeoplewithtype2diabetesmellitusinruralchinaatenmonthfollowupstudy AT zhangshengfa diabetesknowledgepredictshba1clevelsofpeoplewithtype2diabetesmellitusinruralchinaatenmonthfollowupstudy AT zhangjinsui diabetesknowledgepredictshba1clevelsofpeoplewithtype2diabetesmellitusinruralchinaatenmonthfollowupstudy AT yangweiping diabetesknowledgepredictshba1clevelsofpeoplewithtype2diabetesmellitusinruralchinaatenmonthfollowupstudy AT lijina diabetesknowledgepredictshba1clevelsofpeoplewithtype2diabetesmellitusinruralchinaatenmonthfollowupstudy AT wangweiwei diabetesknowledgepredictshba1clevelsofpeoplewithtype2diabetesmellitusinruralchinaatenmonthfollowupstudy AT wangyuchen diabetesknowledgepredictshba1clevelsofpeoplewithtype2diabetesmellitusinruralchinaatenmonthfollowupstudy AT zhangweijun diabetesknowledgepredictshba1clevelsofpeoplewithtype2diabetesmellitusinruralchinaatenmonthfollowupstudy |