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Effectiveness of Internet-Based Multicomponent Interventions for Patients and Health Care Professionals to Improve Clinical Outcomes in Type 2 Diabetes Evaluated Through the INDICA Study: Multiarm Cluster Randomized Controlled Trial
BACKGROUND: Type 2 diabetes mellitus (T2DM) is a chronic disease in which health outcomes are related to decision making by patients and health care professionals. OBJECTIVE: This study aims to assess the effectiveness of internet-based multicomponent interventions to support decision making of all...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7669446/ https://www.ncbi.nlm.nih.gov/pubmed/33136059 http://dx.doi.org/10.2196/18922 |
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author | Ramallo-Fariña, Yolanda García-Bello, Miguel Angel García-Pérez, Lidia Boronat, Mauro Wägner, Ana M Rodríguez-Rodríguez, Leticia de Pablos-Velasco, Pedro Llorente Gómez de Segura, Ignacio González- Pacheco, Himar Carmona Rodríguez, Montserrat Serrano-Aguilar, Pedro |
author_facet | Ramallo-Fariña, Yolanda García-Bello, Miguel Angel García-Pérez, Lidia Boronat, Mauro Wägner, Ana M Rodríguez-Rodríguez, Leticia de Pablos-Velasco, Pedro Llorente Gómez de Segura, Ignacio González- Pacheco, Himar Carmona Rodríguez, Montserrat Serrano-Aguilar, Pedro |
author_sort | Ramallo-Fariña, Yolanda |
collection | PubMed |
description | BACKGROUND: Type 2 diabetes mellitus (T2DM) is a chronic disease in which health outcomes are related to decision making by patients and health care professionals. OBJECTIVE: This study aims to assess the effectiveness of internet-based multicomponent interventions to support decision making of all actors involved in the care of patients with T2DM in primary care. METHODS: The INDICA study is an open, community-based, multicenter trial with random allocation to usual care or the intervention for patients, the intervention for health care professionals in primary care, or the combined intervention for both. In the intervention for patients, participants received an educational group program and were monitored and supported by logs, a web-based platform, and automated SMS. Those in the intervention for professionals also received an educational program, a decision support tool embedded in the electronic clinical record, and periodic feedback about patients’ results. A total of 2334 people with T2DM, regardless of glycated hemoglobin (HbA(1c)) levels and without diabetes-related complications, were included. The primary end point was change in HbA(1c) level. The main analysis was performed using multilevel mixed models. RESULTS: For the overall sample, the intervention for patients attained a significant mean reduction in HbA(1c) levels of ‒0.27 (95% CI ‒0.45 to ‒0.10) at month 3 and ‒0.26 (95% CI ‒0.44 to ‒0.08) at month 6 compared with usual care, which remained marginally significant at month 12. A clinically relevant reduction in HbA(1c) level was observed in 35.6% (191/537) of patients in the intervention for patients and 26.0% (152/586) of those in usual care at month 12 (P=.006). In the combined intervention, HbA(1c) reduction was significant until month 18 (181/557, 32.6% vs 140/586, 23.9%; P=.009). Considering the subgroup of patients uncontrolled at baseline, all interventions produced significant reductions in HbA(1c) levels across the entire study period: ‒0.49 (95% CI ‒0.70 to ‒0.27) for the intervention for patients, ‒0.35 (95% CI ‒0.59 to ‒0.14) for the intervention for professionals, and ‒0.35 (95% CI ‒0.57 to ‒0.13) for the combined intervention. Differences in HbA(1c) for the area under the curve considering the entire period were significant for the intervention for patients and the combined intervention compared with usual care (P=.03 for both). Compared with usual care, the intervention for professionals and the combined intervention had significant longer-term reductions in systolic and diastolic blood pressure. CONCLUSIONS: In uncontrolled patients, the intervention for patients at baseline provided clinically relevant and significant longer-term reductions of HbA(1c) levels. The intervention for professionals and combined intervention also improved the cardiovascular risk profile of patients. TRIAL REGISTRATION: ClinicalTrials.gov NCT01657227; https://clinicaltrials.gov/ct2/show/NCT01657227 |
format | Online Article Text |
id | pubmed-7669446 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-76694462020-11-20 Effectiveness of Internet-Based Multicomponent Interventions for Patients and Health Care Professionals to Improve Clinical Outcomes in Type 2 Diabetes Evaluated Through the INDICA Study: Multiarm Cluster Randomized Controlled Trial Ramallo-Fariña, Yolanda García-Bello, Miguel Angel García-Pérez, Lidia Boronat, Mauro Wägner, Ana M Rodríguez-Rodríguez, Leticia de Pablos-Velasco, Pedro Llorente Gómez de Segura, Ignacio González- Pacheco, Himar Carmona Rodríguez, Montserrat Serrano-Aguilar, Pedro JMIR Mhealth Uhealth Original Paper BACKGROUND: Type 2 diabetes mellitus (T2DM) is a chronic disease in which health outcomes are related to decision making by patients and health care professionals. OBJECTIVE: This study aims to assess the effectiveness of internet-based multicomponent interventions to support decision making of all actors involved in the care of patients with T2DM in primary care. METHODS: The INDICA study is an open, community-based, multicenter trial with random allocation to usual care or the intervention for patients, the intervention for health care professionals in primary care, or the combined intervention for both. In the intervention for patients, participants received an educational group program and were monitored and supported by logs, a web-based platform, and automated SMS. Those in the intervention for professionals also received an educational program, a decision support tool embedded in the electronic clinical record, and periodic feedback about patients’ results. A total of 2334 people with T2DM, regardless of glycated hemoglobin (HbA(1c)) levels and without diabetes-related complications, were included. The primary end point was change in HbA(1c) level. The main analysis was performed using multilevel mixed models. RESULTS: For the overall sample, the intervention for patients attained a significant mean reduction in HbA(1c) levels of ‒0.27 (95% CI ‒0.45 to ‒0.10) at month 3 and ‒0.26 (95% CI ‒0.44 to ‒0.08) at month 6 compared with usual care, which remained marginally significant at month 12. A clinically relevant reduction in HbA(1c) level was observed in 35.6% (191/537) of patients in the intervention for patients and 26.0% (152/586) of those in usual care at month 12 (P=.006). In the combined intervention, HbA(1c) reduction was significant until month 18 (181/557, 32.6% vs 140/586, 23.9%; P=.009). Considering the subgroup of patients uncontrolled at baseline, all interventions produced significant reductions in HbA(1c) levels across the entire study period: ‒0.49 (95% CI ‒0.70 to ‒0.27) for the intervention for patients, ‒0.35 (95% CI ‒0.59 to ‒0.14) for the intervention for professionals, and ‒0.35 (95% CI ‒0.57 to ‒0.13) for the combined intervention. Differences in HbA(1c) for the area under the curve considering the entire period were significant for the intervention for patients and the combined intervention compared with usual care (P=.03 for both). Compared with usual care, the intervention for professionals and the combined intervention had significant longer-term reductions in systolic and diastolic blood pressure. CONCLUSIONS: In uncontrolled patients, the intervention for patients at baseline provided clinically relevant and significant longer-term reductions of HbA(1c) levels. The intervention for professionals and combined intervention also improved the cardiovascular risk profile of patients. TRIAL REGISTRATION: ClinicalTrials.gov NCT01657227; https://clinicaltrials.gov/ct2/show/NCT01657227 JMIR Publications 2020-11-02 /pmc/articles/PMC7669446/ /pubmed/33136059 http://dx.doi.org/10.2196/18922 Text en ©Yolanda Ramallo-Fariña, Miguel Angel García-Bello, Lidia García-Pérez, Mauro Boronat, Ana M Wägner, Leticia Rodríguez-Rodríguez, Pedro de Pablos-Velasco, Ignacio Llorente Gómez de Segura, Himar González- Pacheco, Montserrat Carmona Rodríguez, Pedro Serrano-Aguilar, INDICA Team. Originally published in JMIR mHealth and uHealth (http://mhealth.jmir.org), 02.11.2020. 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 JMIR mHealth and uHealth, is properly cited. The complete bibliographic information, a link to the original publication on http://mhealth.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Ramallo-Fariña, Yolanda García-Bello, Miguel Angel García-Pérez, Lidia Boronat, Mauro Wägner, Ana M Rodríguez-Rodríguez, Leticia de Pablos-Velasco, Pedro Llorente Gómez de Segura, Ignacio González- Pacheco, Himar Carmona Rodríguez, Montserrat Serrano-Aguilar, Pedro Effectiveness of Internet-Based Multicomponent Interventions for Patients and Health Care Professionals to Improve Clinical Outcomes in Type 2 Diabetes Evaluated Through the INDICA Study: Multiarm Cluster Randomized Controlled Trial |
title | Effectiveness of Internet-Based Multicomponent Interventions for Patients and Health Care Professionals to Improve Clinical Outcomes in Type 2 Diabetes Evaluated Through the INDICA Study: Multiarm Cluster Randomized Controlled Trial |
title_full | Effectiveness of Internet-Based Multicomponent Interventions for Patients and Health Care Professionals to Improve Clinical Outcomes in Type 2 Diabetes Evaluated Through the INDICA Study: Multiarm Cluster Randomized Controlled Trial |
title_fullStr | Effectiveness of Internet-Based Multicomponent Interventions for Patients and Health Care Professionals to Improve Clinical Outcomes in Type 2 Diabetes Evaluated Through the INDICA Study: Multiarm Cluster Randomized Controlled Trial |
title_full_unstemmed | Effectiveness of Internet-Based Multicomponent Interventions for Patients and Health Care Professionals to Improve Clinical Outcomes in Type 2 Diabetes Evaluated Through the INDICA Study: Multiarm Cluster Randomized Controlled Trial |
title_short | Effectiveness of Internet-Based Multicomponent Interventions for Patients and Health Care Professionals to Improve Clinical Outcomes in Type 2 Diabetes Evaluated Through the INDICA Study: Multiarm Cluster Randomized Controlled Trial |
title_sort | effectiveness of internet-based multicomponent interventions for patients and health care professionals to improve clinical outcomes in type 2 diabetes evaluated through the indica study: multiarm cluster randomized controlled trial |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7669446/ https://www.ncbi.nlm.nih.gov/pubmed/33136059 http://dx.doi.org/10.2196/18922 |
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