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Development of the ehive Digital Health App: Protocol for a Centralized Research Platform
BACKGROUND: The increasing use of smartphones, wearables, and connected devices has enabled the increasing application of digital technologies for research. Remote digital study platforms comprise a patient-interfacing digital application that enables multimodal data collection from a mobile app and...
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/PMC10690532/ https://www.ncbi.nlm.nih.gov/pubmed/37971801 http://dx.doi.org/10.2196/49204 |
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author | Hirten, Robert P Danieletto, Matteo Landell, Kyle Zweig, Micol Golden, Eddye Orlov, Georgy Rodrigues, Jovita Alleva, Eugenia Ensari, Ipek Bottinger, Erwin Nadkarni, Girish N Fuchs, Thomas J Fayad, Zahi A |
author_facet | Hirten, Robert P Danieletto, Matteo Landell, Kyle Zweig, Micol Golden, Eddye Orlov, Georgy Rodrigues, Jovita Alleva, Eugenia Ensari, Ipek Bottinger, Erwin Nadkarni, Girish N Fuchs, Thomas J Fayad, Zahi A |
author_sort | Hirten, Robert P |
collection | PubMed |
description | BACKGROUND: The increasing use of smartphones, wearables, and connected devices has enabled the increasing application of digital technologies for research. Remote digital study platforms comprise a patient-interfacing digital application that enables multimodal data collection from a mobile app and connected sources. They offer an opportunity to recruit at scale, acquire data longitudinally at a high frequency, and engage study participants at any time of the day in any place. Few published descriptions of centralized digital research platforms provide a framework for their development. OBJECTIVE: This study aims to serve as a road map for those seeking to develop a centralized digital research platform. We describe the technical and functional aspects of the ehive app, the centralized digital research platform of the Hasso Plattner Institute for Digital Health at Mount Sinai Hospital, New York, New York. We then provide information about ongoing studies hosted on ehive, including usership statistics and data infrastructure. Finally, we discuss our experience with ehive in the broader context of the current landscape of digital health research platforms. METHODS: The ehive app is a multifaceted and patient-facing central digital research platform that permits the collection of e-consent for digital health studies. An overview of its development, its e-consent process, and the tools it uses for participant recruitment and retention are provided. Data integration with the platform and the infrastructure supporting its operations are discussed; furthermore, a description of its participant- and researcher-facing dashboard interfaces and the e-consent architecture is provided. RESULTS: The ehive platform was launched in 2020 and has successfully hosted 8 studies, namely 6 observational studies and 2 clinical trials. Approximately 1484 participants downloaded the app across 36 states in the United States. The use of recruitment methods such as bulk messaging through the EPIC electronic health records and standard email portals enables broad recruitment. Light-touch engagement methods, used in an automated fashion through the platform, maintain high degrees of engagement and retention. The ehive platform demonstrates the successful deployment of a central digital research platform that can be modified across study designs. CONCLUSIONS: Centralized digital research platforms such as ehive provide a novel tool that allows investigators to expand their research beyond their institution, engage in large-scale longitudinal studies, and combine multimodal data streams. The ehive platform serves as a model for groups seeking to develop similar digital health research programs. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/49204 |
format | Online Article Text |
id | pubmed-10690532 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-106905322023-12-02 Development of the ehive Digital Health App: Protocol for a Centralized Research Platform Hirten, Robert P Danieletto, Matteo Landell, Kyle Zweig, Micol Golden, Eddye Orlov, Georgy Rodrigues, Jovita Alleva, Eugenia Ensari, Ipek Bottinger, Erwin Nadkarni, Girish N Fuchs, Thomas J Fayad, Zahi A JMIR Res Protoc Protocol BACKGROUND: The increasing use of smartphones, wearables, and connected devices has enabled the increasing application of digital technologies for research. Remote digital study platforms comprise a patient-interfacing digital application that enables multimodal data collection from a mobile app and connected sources. They offer an opportunity to recruit at scale, acquire data longitudinally at a high frequency, and engage study participants at any time of the day in any place. Few published descriptions of centralized digital research platforms provide a framework for their development. OBJECTIVE: This study aims to serve as a road map for those seeking to develop a centralized digital research platform. We describe the technical and functional aspects of the ehive app, the centralized digital research platform of the Hasso Plattner Institute for Digital Health at Mount Sinai Hospital, New York, New York. We then provide information about ongoing studies hosted on ehive, including usership statistics and data infrastructure. Finally, we discuss our experience with ehive in the broader context of the current landscape of digital health research platforms. METHODS: The ehive app is a multifaceted and patient-facing central digital research platform that permits the collection of e-consent for digital health studies. An overview of its development, its e-consent process, and the tools it uses for participant recruitment and retention are provided. Data integration with the platform and the infrastructure supporting its operations are discussed; furthermore, a description of its participant- and researcher-facing dashboard interfaces and the e-consent architecture is provided. RESULTS: The ehive platform was launched in 2020 and has successfully hosted 8 studies, namely 6 observational studies and 2 clinical trials. Approximately 1484 participants downloaded the app across 36 states in the United States. The use of recruitment methods such as bulk messaging through the EPIC electronic health records and standard email portals enables broad recruitment. Light-touch engagement methods, used in an automated fashion through the platform, maintain high degrees of engagement and retention. The ehive platform demonstrates the successful deployment of a central digital research platform that can be modified across study designs. CONCLUSIONS: Centralized digital research platforms such as ehive provide a novel tool that allows investigators to expand their research beyond their institution, engage in large-scale longitudinal studies, and combine multimodal data streams. The ehive platform serves as a model for groups seeking to develop similar digital health research programs. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/49204 JMIR Publications 2023-11-16 /pmc/articles/PMC10690532/ /pubmed/37971801 http://dx.doi.org/10.2196/49204 Text en ©Robert P Hirten, Matteo Danieletto, Kyle Landell, Micol Zweig, Eddye Golden, Georgy Orlov, Jovita Rodrigues, Eugenia Alleva, Ipek Ensari, Erwin Bottinger, Girish N Nadkarni, Thomas J Fuchs, Zahi A Fayad. Originally published in JMIR Research Protocols (https://www.researchprotocols.org), 16.11.2023. 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 JMIR Research Protocols, is properly cited. The complete bibliographic information, a link to the original publication on https://www.researchprotocols.org, as well as this copyright and license information must be included. |
spellingShingle | Protocol Hirten, Robert P Danieletto, Matteo Landell, Kyle Zweig, Micol Golden, Eddye Orlov, Georgy Rodrigues, Jovita Alleva, Eugenia Ensari, Ipek Bottinger, Erwin Nadkarni, Girish N Fuchs, Thomas J Fayad, Zahi A Development of the ehive Digital Health App: Protocol for a Centralized Research Platform |
title | Development of the ehive Digital Health App: Protocol for a Centralized Research Platform |
title_full | Development of the ehive Digital Health App: Protocol for a Centralized Research Platform |
title_fullStr | Development of the ehive Digital Health App: Protocol for a Centralized Research Platform |
title_full_unstemmed | Development of the ehive Digital Health App: Protocol for a Centralized Research Platform |
title_short | Development of the ehive Digital Health App: Protocol for a Centralized Research Platform |
title_sort | development of the ehive digital health app: protocol for a centralized research platform |
topic | Protocol |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10690532/ https://www.ncbi.nlm.nih.gov/pubmed/37971801 http://dx.doi.org/10.2196/49204 |
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