Concepedia

Adaptive Intervention Design

Adaptive Intervention Design is a methodological framework in digital therapeutics that systematically tailors intervention components to individual user states and trajectories through data-driven decision rules, distinguishing it from static or fixed intervention protocols.

117

Publications

9.7K

Citations

533

Authors

250

Institutions

Publications per year

2017–2026

70

Parents

Publications

117

Just-in-Time Adaptive Interventions (JITAIs) in Mobile Health: Key Components and Design Principles for Ongoing Health Behavior Support

Inbal Nahum‐Shani, Shawna N. Smith, Bonnie Spring et al. · Annals of Behavioral Medicine · 2016 · 2.2K citations · Full text

, , +16

Microrandomized trials: An experimental design for developing just-in-time adaptive interventions.

Predrag Klasnja, Eric B. Hekler, Saul Shiffman et al. · Health Psychology · 2015 · 707 citations · Full text

, , +17

Building health behavior models to guide the development of just-in-time adaptive interventions: A pragmatic framework.

Inbal Nahum‐Shani, Eric B. Hekler, Donna Spruijt‐Metz · Health Psychology · 2015 · 591 citations · Full text

, , +13

Introduction to SMART designs for the development of adaptive interventions: with application to weight loss research

Daniel Almirall, Inbal Nahum‐Shani, Nancy E. Sherwood et al. · Translational Behavioral Medicine · 2014 · 453 citations · Full text

, , +16

Experimental design and primary data analysis methods for comparing adaptive interventions.

Inbal Nahum‐Shani, Min Qian, Daniel Almirall et al. · Psychological Methods · 2012 · 303 citations · Full text

, , +14

1–5 of 117

Authors

533

  1. IN
    Inbal Nahum‐Shani

    University of Michigan, United States

    16 publications · 4.2K citations

    16

    h-index

  2. DA
    Daniel Almirall

    University of Michigan, United States

    13 publications · 2.2K citations

    13

    h-index

  3. SA
    Susan A. Murphy

    University of Michigan, United States

    11 publications · 4.2K citations

    11

    h-index

  4. DE
    Daniel E. Rivera

    Arizona State University, United States

    10 publications · 702 citations

    10

    h-index

  5. EB
    Eric B. Hekler

    Arizona State University, United States

    8 publications · 1.9K citations

    8

    h-index

1–5 of 533

Institutions

250

  1. University of Michigan

    Ann Arbor, United States

    25 h-index

    81 publications

    19.6K citations

  2. Arizona State University

    Tempe, United States

    14 h-index

    39 publications

    4.8K citations

  3. Pennsylvania State University

    State College, United States

    11 h-index

    25 publications

    3.1K citations

  4. Drexel University

    Philadelphia, United States

    6 h-index

    23 publications

    1.5K citations

  5. Northwestern University

    Evanston, United States

    6 h-index

    8 publications

    2.4K citations

  6. University of Washington

    Seattle, United States

    6 h-index

    7 publications

    364 citations

  7. Brown University

    Providence, United States

    5 h-index

    18 publications

    482 citations

  8. Harvard University

    Cambridge, United States

    5 h-index

    22 publications

    684 citations

1–8 of 250

Venues

  1. Implementation Science

    IS · 5 publications · 725 citations

    5

    h-index

  2. Translational Behavioral Medicine

    5 publications · 817 citations

    5

    h-index

  3. Journal of Medical Internet Research

    4 publications · 203 citations

    4

    h-index

  4. Trials

    4 publications · 77 citations

    4

    h-index

  5. Psychological Methods

    3 publications · 533 citations

    3

    h-index

1–5