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Effectiveness of the Lilly Connected Care Program in Improving Glycemic Management Among Patients With Type 2 Diabetes in China: Retrospective Real-world Study
BACKGROUND: Type 2 diabetes mellitus (T2DM) is a worldwide public health concern. Mobile health management platforms could be a potential way to achieve effective glycemic control. OBJECTIVE: This study aimed to evaluate the real-world effectiveness of the Lilly Connected Care Program (LCCP) platfor...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10170357/ https://www.ncbi.nlm.nih.gov/pubmed/37097724 http://dx.doi.org/10.2196/38680 |
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author | Su, Benli Chen, Yu Shen, Xingping Guo, Jianchao Ding, Yuchen Ma, Xiao Yang, Yuxin Liu, Dongfang |
author_facet | Su, Benli Chen, Yu Shen, Xingping Guo, Jianchao Ding, Yuchen Ma, Xiao Yang, Yuxin Liu, Dongfang |
author_sort | Su, Benli |
collection | PubMed |
description | BACKGROUND: Type 2 diabetes mellitus (T2DM) is a worldwide public health concern. Mobile health management platforms could be a potential way to achieve effective glycemic control. OBJECTIVE: This study aimed to evaluate the real-world effectiveness of the Lilly Connected Care Program (LCCP) platform in glycemic control among patients with T2DM in China. METHODS: This retrospective study included Chinese patients with T2DM (aged ≥18 years) from April 1, 2017, to January 31, 2020, for the LCCP group and from January 1, 2015, to January 31, 2020, for the non-LCCP group. Propensity score matching was used to match the LCCP and non-LCCP groups to reduce confounding, with covariates including age, sex, the duration of diabetes, baseline hemoglobin A(1c) (HbA(1c)), and the number of oral antidiabetic medication classes. HbA(1c) reduction over 4 months, the proportions of patients achieving an HbA(1c) reduction of ≥0.5% or ≥1%, and the proportions of patients reaching to target HbA(1c) level of ≤6.5% or <7% were compared between the LCCP and non-LCCP groups. Multivariate linear regression was used to assess factors associated with HbA(1c) reduction. RESULTS: A total of 923 patients were included, among whom 303 pairs of patients were well matched after propensity score matching. HbA(1c) reduction during the 4-month follow-up was significantly larger in the LCCP group than the non-LCCP group (mean 2.21%, SD 2.37% vs mean 1.65%, SD 2.29%; P=.003). The LCCP group had a higher proportion of patients with an HbA(1c) reduction of ≥1% (209/303, 69% vs 174/303, 57.4%; P=.003) and ≥0.5% (229/303, 75.6% vs 206/303, 68%; P=.04). The proportions of patients reaching the target HbA(1c) level of ≤6.5% were significantly different between the LCCP and non-LCCP groups (88/303, 29% vs 61/303, 20.1%; P=.01), whereas the difference in the proportions of patients reaching the target HbA(1c) level of <7% was not statistically significant (LCCP vs non-LCCP: 128/303, 42.2% vs 109/303, 36%; P=.11). LCCP participation and higher baseline HbA(1c) were associated with a larger HbA(1c) reduction, whereas older age, longer diabetes duration, and higher baseline dose of premixed insulin analogue were associated with a smaller HbA(1c) reduction. CONCLUSIONS: The LCCP mobile platform was effective in glycemic control among patients with T2DM in China in the real world. |
format | Online Article Text |
id | pubmed-10170357 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-101703572023-05-11 Effectiveness of the Lilly Connected Care Program in Improving Glycemic Management Among Patients With Type 2 Diabetes in China: Retrospective Real-world Study Su, Benli Chen, Yu Shen, Xingping Guo, Jianchao Ding, Yuchen Ma, Xiao Yang, Yuxin Liu, Dongfang J Med Internet Res Original Paper BACKGROUND: Type 2 diabetes mellitus (T2DM) is a worldwide public health concern. Mobile health management platforms could be a potential way to achieve effective glycemic control. OBJECTIVE: This study aimed to evaluate the real-world effectiveness of the Lilly Connected Care Program (LCCP) platform in glycemic control among patients with T2DM in China. METHODS: This retrospective study included Chinese patients with T2DM (aged ≥18 years) from April 1, 2017, to January 31, 2020, for the LCCP group and from January 1, 2015, to January 31, 2020, for the non-LCCP group. Propensity score matching was used to match the LCCP and non-LCCP groups to reduce confounding, with covariates including age, sex, the duration of diabetes, baseline hemoglobin A(1c) (HbA(1c)), and the number of oral antidiabetic medication classes. HbA(1c) reduction over 4 months, the proportions of patients achieving an HbA(1c) reduction of ≥0.5% or ≥1%, and the proportions of patients reaching to target HbA(1c) level of ≤6.5% or <7% were compared between the LCCP and non-LCCP groups. Multivariate linear regression was used to assess factors associated with HbA(1c) reduction. RESULTS: A total of 923 patients were included, among whom 303 pairs of patients were well matched after propensity score matching. HbA(1c) reduction during the 4-month follow-up was significantly larger in the LCCP group than the non-LCCP group (mean 2.21%, SD 2.37% vs mean 1.65%, SD 2.29%; P=.003). The LCCP group had a higher proportion of patients with an HbA(1c) reduction of ≥1% (209/303, 69% vs 174/303, 57.4%; P=.003) and ≥0.5% (229/303, 75.6% vs 206/303, 68%; P=.04). The proportions of patients reaching the target HbA(1c) level of ≤6.5% were significantly different between the LCCP and non-LCCP groups (88/303, 29% vs 61/303, 20.1%; P=.01), whereas the difference in the proportions of patients reaching the target HbA(1c) level of <7% was not statistically significant (LCCP vs non-LCCP: 128/303, 42.2% vs 109/303, 36%; P=.11). LCCP participation and higher baseline HbA(1c) were associated with a larger HbA(1c) reduction, whereas older age, longer diabetes duration, and higher baseline dose of premixed insulin analogue were associated with a smaller HbA(1c) reduction. CONCLUSIONS: The LCCP mobile platform was effective in glycemic control among patients with T2DM in China in the real world. JMIR Publications 2023-04-25 /pmc/articles/PMC10170357/ /pubmed/37097724 http://dx.doi.org/10.2196/38680 Text en ©Benli Su, Yu Chen, Xingping Shen, Jianchao Guo, Yuchen Ding, Xiao Ma, Yuxin Yang, Dongfang Liu. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 25.04.2023. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Su, Benli Chen, Yu Shen, Xingping Guo, Jianchao Ding, Yuchen Ma, Xiao Yang, Yuxin Liu, Dongfang Effectiveness of the Lilly Connected Care Program in Improving Glycemic Management Among Patients With Type 2 Diabetes in China: Retrospective Real-world Study |
title | Effectiveness of the Lilly Connected Care Program in Improving Glycemic Management Among Patients With Type 2 Diabetes in China: Retrospective Real-world Study |
title_full | Effectiveness of the Lilly Connected Care Program in Improving Glycemic Management Among Patients With Type 2 Diabetes in China: Retrospective Real-world Study |
title_fullStr | Effectiveness of the Lilly Connected Care Program in Improving Glycemic Management Among Patients With Type 2 Diabetes in China: Retrospective Real-world Study |
title_full_unstemmed | Effectiveness of the Lilly Connected Care Program in Improving Glycemic Management Among Patients With Type 2 Diabetes in China: Retrospective Real-world Study |
title_short | Effectiveness of the Lilly Connected Care Program in Improving Glycemic Management Among Patients With Type 2 Diabetes in China: Retrospective Real-world Study |
title_sort | effectiveness of the lilly connected care program in improving glycemic management among patients with type 2 diabetes in china: retrospective real-world study |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10170357/ https://www.ncbi.nlm.nih.gov/pubmed/37097724 http://dx.doi.org/10.2196/38680 |
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