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A framework for designing hybrid effectiveness-implementation trials for digital health interventions.

Publication ,  Journal Article
Matson, TE; Hermes, EDA; Lyon, AR; Quanbeck, A; Schueller, SM; Wilson, SM; Glass, JE
Published in: Ann Epidemiol
April 2025

This article proposes methods for designing randomized controlled trials studying the implementation and effectiveness of digital interventions, meaning websites or applications ("apps") that patients use in healthcare. Deploying digital interventions for behavioral health differs from implementing traditional interventions such as medications or human-delivered therapy. Prior trial design guidance has ignored the existence of international governmental evidence standards, has paid insufficient attention to implementation reporting guidelines, and has not described methods for empirically testing the approach for organizing the delivery of digital interventions. This framework for designing hybrid effectiveness-implementation trials of digital behavioral health interventions helps researchers articulate research questions that matter to decision-makers and meaningfully contribute to implementation. The framework outlines three phases: 1) frame effectiveness and implementation questions in terms of the digital intervention components, types of clinical support for the digital intervention, and specific strategies for implementing the digital intervention; 2) define and delineate actors, activities, action targets, dose, temporality, and outcomes to maximize inference and reproducibility; and 3) specify trial design features used for hybrid classification. We illustrate the utility of this framework with two effectiveness-implementation studies of digital interventions for substance use. This framework can help researchers decide on appropriate methodology and help decision-makers apply findings.

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Published In

Ann Epidemiol

DOI

EISSN

1873-2585

Publication Date

April 2025

Volume

104

Start / End Page

35 / 47

Location

United States

Related Subject Headings

  • Research Design
  • Randomized Controlled Trials as Topic
  • Humans
  • Epidemiology
  • Digital Health
  • 42 Health sciences
  • 32 Biomedical and clinical sciences
  • 11 Medical and Health Sciences
 

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Matson, T. E., Hermes, E. D. A., Lyon, A. R., Quanbeck, A., Schueller, S. M., Wilson, S. M., & Glass, J. E. (2025). A framework for designing hybrid effectiveness-implementation trials for digital health interventions. Ann Epidemiol, 104, 35–47. https://doi.org/10.1016/j.annepidem.2025.02.007
Matson, Theresa E., Eric D. A. Hermes, Aaron R. Lyon, Andrew Quanbeck, Stephen M. Schueller, Sarah M. Wilson, and Joseph E. Glass. “A framework for designing hybrid effectiveness-implementation trials for digital health interventions.Ann Epidemiol 104 (April 2025): 35–47. https://doi.org/10.1016/j.annepidem.2025.02.007.
Matson TE, Hermes EDA, Lyon AR, Quanbeck A, Schueller SM, Wilson SM, et al. A framework for designing hybrid effectiveness-implementation trials for digital health interventions. Ann Epidemiol. 2025 Apr;104:35–47.
Matson, Theresa E., et al. “A framework for designing hybrid effectiveness-implementation trials for digital health interventions.Ann Epidemiol, vol. 104, Apr. 2025, pp. 35–47. Pubmed, doi:10.1016/j.annepidem.2025.02.007.
Matson TE, Hermes EDA, Lyon AR, Quanbeck A, Schueller SM, Wilson SM, Glass JE. A framework for designing hybrid effectiveness-implementation trials for digital health interventions. Ann Epidemiol. 2025 Apr;104:35–47.
Journal cover image

Published In

Ann Epidemiol

DOI

EISSN

1873-2585

Publication Date

April 2025

Volume

104

Start / End Page

35 / 47

Location

United States

Related Subject Headings

  • Research Design
  • Randomized Controlled Trials as Topic
  • Humans
  • Epidemiology
  • Digital Health
  • 42 Health sciences
  • 32 Biomedical and clinical sciences
  • 11 Medical and Health Sciences