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Mobile APP-assisted family physician program for improving blood pressure outcome in hypertensive patients
BACKGROUND: This study was aimed to examine the effectiveness of App-assisted self-care in a Beijing community based on intelligent family physician-optimised collaborative model (IFOCM) program. METHODS: We conducted a survey of 12,050 hypertensive patients between Jan 2014 and Dec 2021. Generaliz...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9832760/ https://www.ncbi.nlm.nih.gov/pubmed/36627556 http://dx.doi.org/10.1186/s12875-023-01965-2 |
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author | Xing, Fang Guo, Yijia Xia, Nan Zhang, Suolei Yin, Jinfeng Qin, Liyi Zhu, Chendi Gao, Qing Jia, Junnan Zhao, Yuesong Qi, Yousheng Li, Weimin |
author_facet | Xing, Fang Guo, Yijia Xia, Nan Zhang, Suolei Yin, Jinfeng Qin, Liyi Zhu, Chendi Gao, Qing Jia, Junnan Zhao, Yuesong Qi, Yousheng Li, Weimin |
author_sort | Xing, Fang |
collection | PubMed |
description | BACKGROUND: This study was aimed to examine the effectiveness of App-assisted self-care in a Beijing community based on intelligent family physician-optimised collaborative model (IFOCM) program. METHODS: We conducted a survey of 12,050 hypertensive patients between Jan 2014 and Dec 2021. Generalized linear model was used to analyze the covariates that associated with blood pressure (BP) control. Decision tree and random forest algorithm was used to extract the important factors of BP outcome. RESULTS: The study included 5937 patients, mean age 66.2 ± 10.8, with hypertension in the baseline; 3108(52.4) were female. The community management resulted in mean systolic BP and diastolic BP reductions of 4.6 mmHg and 3.8 mmHg at follow-up. There were 3661 (61.6%) hypertension patients with BP control, increasing from 55.0% in 2014 to 75.0% in 2021. After adjusted for covariates, antihypertensive medication adherence, diabetes, and APP-assisted self-care were common predictors associated with BP control in GLM model and machine learning algorithm. CONCLUSION: Community management based on IFOCM program significantly improved BP control in hypertensive patients. APP-assisted self-care would be beneficial for the management of chronic disease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12875-023-01965-2. |
format | Online Article Text |
id | pubmed-9832760 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-98327602023-01-12 Mobile APP-assisted family physician program for improving blood pressure outcome in hypertensive patients Xing, Fang Guo, Yijia Xia, Nan Zhang, Suolei Yin, Jinfeng Qin, Liyi Zhu, Chendi Gao, Qing Jia, Junnan Zhao, Yuesong Qi, Yousheng Li, Weimin BMC Prim Care Research BACKGROUND: This study was aimed to examine the effectiveness of App-assisted self-care in a Beijing community based on intelligent family physician-optimised collaborative model (IFOCM) program. METHODS: We conducted a survey of 12,050 hypertensive patients between Jan 2014 and Dec 2021. Generalized linear model was used to analyze the covariates that associated with blood pressure (BP) control. Decision tree and random forest algorithm was used to extract the important factors of BP outcome. RESULTS: The study included 5937 patients, mean age 66.2 ± 10.8, with hypertension in the baseline; 3108(52.4) were female. The community management resulted in mean systolic BP and diastolic BP reductions of 4.6 mmHg and 3.8 mmHg at follow-up. There were 3661 (61.6%) hypertension patients with BP control, increasing from 55.0% in 2014 to 75.0% in 2021. After adjusted for covariates, antihypertensive medication adherence, diabetes, and APP-assisted self-care were common predictors associated with BP control in GLM model and machine learning algorithm. CONCLUSION: Community management based on IFOCM program significantly improved BP control in hypertensive patients. APP-assisted self-care would be beneficial for the management of chronic disease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12875-023-01965-2. BioMed Central 2023-01-10 /pmc/articles/PMC9832760/ /pubmed/36627556 http://dx.doi.org/10.1186/s12875-023-01965-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Xing, Fang Guo, Yijia Xia, Nan Zhang, Suolei Yin, Jinfeng Qin, Liyi Zhu, Chendi Gao, Qing Jia, Junnan Zhao, Yuesong Qi, Yousheng Li, Weimin Mobile APP-assisted family physician program for improving blood pressure outcome in hypertensive patients |
title | Mobile APP-assisted family physician program for improving blood pressure outcome in hypertensive patients |
title_full | Mobile APP-assisted family physician program for improving blood pressure outcome in hypertensive patients |
title_fullStr | Mobile APP-assisted family physician program for improving blood pressure outcome in hypertensive patients |
title_full_unstemmed | Mobile APP-assisted family physician program for improving blood pressure outcome in hypertensive patients |
title_short | Mobile APP-assisted family physician program for improving blood pressure outcome in hypertensive patients |
title_sort | mobile app-assisted family physician program for improving blood pressure outcome in hypertensive patients |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9832760/ https://www.ncbi.nlm.nih.gov/pubmed/36627556 http://dx.doi.org/10.1186/s12875-023-01965-2 |
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