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

BackgroundType 2 diabetes mellitus (T2DM) is a chronic disease in which health outcomes are related to decision making by patients and health care professionals. ObjectiveThis study aims to assess the effectiveness of internet-based multicomponent interventions to...

Full description

Bibliographic Details
Main Authors: 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
Format: Article
Language:English
Published: JMIR Publications 2020-11-01
Series:JMIR mHealth and uHealth
Online Access:https://mhealth.jmir.org/2020/11/e18922
id doaj-62e0a2f5d9a64c2aa557fd6c5021ef30
record_format Article
spelling doaj-62e0a2f5d9a64c2aa557fd6c5021ef302021-05-03T04:33:20ZengJMIR PublicationsJMIR mHealth and uHealth2291-52222020-11-01811e1892210.2196/18922Effectiveness 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 TrialRamallo-Fariña, YolandaGarcía-Bello, Miguel AngelGarcía-Pérez, LidiaBoronat, MauroWägner, Ana MRodríguez-Rodríguez, Leticiade Pablos-Velasco, PedroLlorente Gómez de Segura, IgnacioGonzález- Pacheco, HimarCarmona Rodríguez, MontserratSerrano-Aguilar, Pedro BackgroundType 2 diabetes mellitus (T2DM) is a chronic disease in which health outcomes are related to decision making by patients and health care professionals. ObjectiveThis 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. MethodsThe 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 (HbA1c) levels and without diabetes-related complications, were included. The primary end point was change in HbA1c level. The main analysis was performed using multilevel mixed models. ResultsFor the overall sample, the intervention for patients attained a significant mean reduction in HbA1c 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 HbA1c 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, HbA1c 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 HbA1c 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 HbA1c 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. ConclusionsIn uncontrolled patients, the intervention for patients at baseline provided clinically relevant and significant longer-term reductions of HbA1c levels. The intervention for professionals and combined intervention also improved the cardiovascular risk profile of patients. Trial RegistrationClinicalTrials.gov NCT01657227; https://clinicaltrials.gov/ct2/show/NCT01657227https://mhealth.jmir.org/2020/11/e18922
collection DOAJ
language English
format Article
sources DOAJ
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
spellingShingle 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
JMIR mHealth and uHealth
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
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_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_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_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
publisher JMIR Publications
series JMIR mHealth and uHealth
issn 2291-5222
publishDate 2020-11-01
description BackgroundType 2 diabetes mellitus (T2DM) is a chronic disease in which health outcomes are related to decision making by patients and health care professionals. ObjectiveThis 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. MethodsThe 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 (HbA1c) levels and without diabetes-related complications, were included. The primary end point was change in HbA1c level. The main analysis was performed using multilevel mixed models. ResultsFor the overall sample, the intervention for patients attained a significant mean reduction in HbA1c 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 HbA1c 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, HbA1c 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 HbA1c 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 HbA1c 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. ConclusionsIn uncontrolled patients, the intervention for patients at baseline provided clinically relevant and significant longer-term reductions of HbA1c levels. The intervention for professionals and combined intervention also improved the cardiovascular risk profile of patients. Trial RegistrationClinicalTrials.gov NCT01657227; https://clinicaltrials.gov/ct2/show/NCT01657227
url https://mhealth.jmir.org/2020/11/e18922
work_keys_str_mv AT ramallofarinayolanda effectivenessofinternetbasedmulticomponentinterventionsforpatientsandhealthcareprofessionalstoimproveclinicaloutcomesintype2diabetesevaluatedthroughtheindicastudymultiarmclusterrandomizedcontrolledtrial
AT garciabellomiguelangel effectivenessofinternetbasedmulticomponentinterventionsforpatientsandhealthcareprofessionalstoimproveclinicaloutcomesintype2diabetesevaluatedthroughtheindicastudymultiarmclusterrandomizedcontrolledtrial
AT garciaperezlidia effectivenessofinternetbasedmulticomponentinterventionsforpatientsandhealthcareprofessionalstoimproveclinicaloutcomesintype2diabetesevaluatedthroughtheindicastudymultiarmclusterrandomizedcontrolledtrial
AT boronatmauro effectivenessofinternetbasedmulticomponentinterventionsforpatientsandhealthcareprofessionalstoimproveclinicaloutcomesintype2diabetesevaluatedthroughtheindicastudymultiarmclusterrandomizedcontrolledtrial
AT wagneranam effectivenessofinternetbasedmulticomponentinterventionsforpatientsandhealthcareprofessionalstoimproveclinicaloutcomesintype2diabetesevaluatedthroughtheindicastudymultiarmclusterrandomizedcontrolledtrial
AT rodriguezrodriguezleticia effectivenessofinternetbasedmulticomponentinterventionsforpatientsandhealthcareprofessionalstoimproveclinicaloutcomesintype2diabetesevaluatedthroughtheindicastudymultiarmclusterrandomizedcontrolledtrial
AT depablosvelascopedro effectivenessofinternetbasedmulticomponentinterventionsforpatientsandhealthcareprofessionalstoimproveclinicaloutcomesintype2diabetesevaluatedthroughtheindicastudymultiarmclusterrandomizedcontrolledtrial
AT llorentegomezdeseguraignacio effectivenessofinternetbasedmulticomponentinterventionsforpatientsandhealthcareprofessionalstoimproveclinicaloutcomesintype2diabetesevaluatedthroughtheindicastudymultiarmclusterrandomizedcontrolledtrial
AT gonzalezpachecohimar effectivenessofinternetbasedmulticomponentinterventionsforpatientsandhealthcareprofessionalstoimproveclinicaloutcomesintype2diabetesevaluatedthroughtheindicastudymultiarmclusterrandomizedcontrolledtrial
AT carmonarodriguezmontserrat effectivenessofinternetbasedmulticomponentinterventionsforpatientsandhealthcareprofessionalstoimproveclinicaloutcomesintype2diabetesevaluatedthroughtheindicastudymultiarmclusterrandomizedcontrolledtrial
AT serranoaguilarpedro effectivenessofinternetbasedmulticomponentinterventionsforpatientsandhealthcareprofessionalstoimproveclinicaloutcomesintype2diabetesevaluatedthroughtheindicastudymultiarmclusterrandomizedcontrolledtrial
_version_ 1721484107113824256