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A randomized wait-list control trial to evaluate the impact of a mobile application to improve self-management of individuals with type 2 diabetes: a study protocol
BACKGROUND: Management of diabetes through improved glycemic control and risk factor modification can help prevent long-term complications. Much diabetes management is self-management, in which healthcare providers play a supporting role. Well-designed e-Health solutions targeting behavior change ca...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2016
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5109669/ https://www.ncbi.nlm.nih.gov/pubmed/27842539 http://dx.doi.org/10.1186/s12911-016-0381-5 |
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author | Desveaux, Laura Agarwal, Payal Shaw, Jay Hensel, Jennifer M. Mukerji, Geetha Onabajo, Nike Marani, Husayn Jamieson, Trevor Bhattacharyya, Onil Martin, Danielle Mamdani, Muhammad Jeffs, Lianne Wodchis, Walter P. Ivers, Noah M. Bhatia, R. Sacha |
author_facet | Desveaux, Laura Agarwal, Payal Shaw, Jay Hensel, Jennifer M. Mukerji, Geetha Onabajo, Nike Marani, Husayn Jamieson, Trevor Bhattacharyya, Onil Martin, Danielle Mamdani, Muhammad Jeffs, Lianne Wodchis, Walter P. Ivers, Noah M. Bhatia, R. Sacha |
author_sort | Desveaux, Laura |
collection | PubMed |
description | BACKGROUND: Management of diabetes through improved glycemic control and risk factor modification can help prevent long-term complications. Much diabetes management is self-management, in which healthcare providers play a supporting role. Well-designed e-Health solutions targeting behavior change can improve a range of measures, including glycemic control, perceived health, and a reduction in hospitalizations. METHODS: The primary objective of this study is to evaluate if a mobile application designed to improve self-management among patients with type 2 diabetes (T2DM) improves glycemic control compared to usual care. The secondary objectives are to determine the effects on patient experience and health system costs; evaluate how and why the intervention worked as observed; and gain insight into considerations for system-wide scale-up. This pragmatic, randomized, wait-list-control trial will recruit adult participants from three Diabetes Education Programs in Ontario, Canada. The primary outcome is glycemic control (measured by HbA1c). Secondary outcomes include patient-reported outcomes and patient-reported experience measures, health system utilization, and intervention usability. The primary outcome will be analyzed using an ANCOVA, with continuous secondary outcomes analyzed using Poisson regression. Direct observations will be conducted of the implementation and application-specific training sessions provided to each site. Semi-structured interviews will be conducted with participants, healthcare providers, organizational leaders, and system stakeholders as part of the embedded process evaluation. Thematic analysis will be applied to the qualitative data in order to describe the relationships between (a) key contextual factors, (b) the mechanisms by which they effect the implementation of the intervention, and (c) the impact on the outcomes of the intervention, according to the principles of Realist Evaluation. DISCUSSION: The use of mobile health and virtual tools is on the rise in health care, but the evidence of their effectiveness is mixed and their evaluation is often lacking key contextual data. Results from this study will provide much needed information about the clinical and cost-effectiveness of a mobile application to improve diabetes self-management. The process evaluation will provide valuable insight into the contextual factors that influence the application effectiveness, which will inform the potential for adoption and scale. TRIAL REGISTRATION: Clinicaltrials.gov NCT02813343. Registered on 24 June 2016 (retrospectively registered). Trial Sponsor: Ontario Telemedicine Network |
format | Online Article Text |
id | pubmed-5109669 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-51096692016-11-28 A randomized wait-list control trial to evaluate the impact of a mobile application to improve self-management of individuals with type 2 diabetes: a study protocol Desveaux, Laura Agarwal, Payal Shaw, Jay Hensel, Jennifer M. Mukerji, Geetha Onabajo, Nike Marani, Husayn Jamieson, Trevor Bhattacharyya, Onil Martin, Danielle Mamdani, Muhammad Jeffs, Lianne Wodchis, Walter P. Ivers, Noah M. Bhatia, R. Sacha BMC Med Inform Decis Mak Study Protocol BACKGROUND: Management of diabetes through improved glycemic control and risk factor modification can help prevent long-term complications. Much diabetes management is self-management, in which healthcare providers play a supporting role. Well-designed e-Health solutions targeting behavior change can improve a range of measures, including glycemic control, perceived health, and a reduction in hospitalizations. METHODS: The primary objective of this study is to evaluate if a mobile application designed to improve self-management among patients with type 2 diabetes (T2DM) improves glycemic control compared to usual care. The secondary objectives are to determine the effects on patient experience and health system costs; evaluate how and why the intervention worked as observed; and gain insight into considerations for system-wide scale-up. This pragmatic, randomized, wait-list-control trial will recruit adult participants from three Diabetes Education Programs in Ontario, Canada. The primary outcome is glycemic control (measured by HbA1c). Secondary outcomes include patient-reported outcomes and patient-reported experience measures, health system utilization, and intervention usability. The primary outcome will be analyzed using an ANCOVA, with continuous secondary outcomes analyzed using Poisson regression. Direct observations will be conducted of the implementation and application-specific training sessions provided to each site. Semi-structured interviews will be conducted with participants, healthcare providers, organizational leaders, and system stakeholders as part of the embedded process evaluation. Thematic analysis will be applied to the qualitative data in order to describe the relationships between (a) key contextual factors, (b) the mechanisms by which they effect the implementation of the intervention, and (c) the impact on the outcomes of the intervention, according to the principles of Realist Evaluation. DISCUSSION: The use of mobile health and virtual tools is on the rise in health care, but the evidence of their effectiveness is mixed and their evaluation is often lacking key contextual data. Results from this study will provide much needed information about the clinical and cost-effectiveness of a mobile application to improve diabetes self-management. The process evaluation will provide valuable insight into the contextual factors that influence the application effectiveness, which will inform the potential for adoption and scale. TRIAL REGISTRATION: Clinicaltrials.gov NCT02813343. Registered on 24 June 2016 (retrospectively registered). Trial Sponsor: Ontario Telemedicine Network BioMed Central 2016-11-15 /pmc/articles/PMC5109669/ /pubmed/27842539 http://dx.doi.org/10.1186/s12911-016-0381-5 Text en © The Author(s). 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Study Protocol Desveaux, Laura Agarwal, Payal Shaw, Jay Hensel, Jennifer M. Mukerji, Geetha Onabajo, Nike Marani, Husayn Jamieson, Trevor Bhattacharyya, Onil Martin, Danielle Mamdani, Muhammad Jeffs, Lianne Wodchis, Walter P. Ivers, Noah M. Bhatia, R. Sacha A randomized wait-list control trial to evaluate the impact of a mobile application to improve self-management of individuals with type 2 diabetes: a study protocol |
title | A randomized wait-list control trial to evaluate the impact of a mobile application to improve self-management of individuals with type 2 diabetes: a study protocol |
title_full | A randomized wait-list control trial to evaluate the impact of a mobile application to improve self-management of individuals with type 2 diabetes: a study protocol |
title_fullStr | A randomized wait-list control trial to evaluate the impact of a mobile application to improve self-management of individuals with type 2 diabetes: a study protocol |
title_full_unstemmed | A randomized wait-list control trial to evaluate the impact of a mobile application to improve self-management of individuals with type 2 diabetes: a study protocol |
title_short | A randomized wait-list control trial to evaluate the impact of a mobile application to improve self-management of individuals with type 2 diabetes: a study protocol |
title_sort | randomized wait-list control trial to evaluate the impact of a mobile application to improve self-management of individuals with type 2 diabetes: a study protocol |
topic | Study Protocol |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5109669/ https://www.ncbi.nlm.nih.gov/pubmed/27842539 http://dx.doi.org/10.1186/s12911-016-0381-5 |
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