A Conceptual Framework for Adaptive Preventive Interventions

By Linda M. Collins, Susan A. Murphy, K. Bierman. Prevention Science, 2004

606 citations recorded by the source corpus.

Subfields: Economics and Econometrics, Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/2dfd8040ec25b7b63e4bcff6e2c5671c91529c2e

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Citations in the corpus

Building health behavior models to guide the development of just-in-time adaptive interventions: A pragmatic framework (2015, methodology): “The term adaptive is used to describe this dynamic form of individualization (Collins et al., 2004).”
Latent Class Analysis: An Alternative Perspective on Subgroup Analysis in Prevention and Treatment (2013, background): “Adaptive treatment strategies such as this rely on the successful identification of individual characteristics, sometimes called tailoring variables, which predict treatment response (Collins et al. 2004).”
Constructing Dynamic Treatment Regimes in Infinite-Horizon Settings (2014, neutral): “Depending on the context, the DTR is also called an adaptive intervention (Collins et al., 2004) or adaptive strategies (Lavori and Dawson, 2000). The goal of this manuscript is to devise a new methodology that can be used to construct the optimal dynamic treatment regime in infinite-horizon setting”
Q-learning Residual Analysis: Application to The Effectiveness of Sequences of Antipsychotic Medications for Patients with Schizophrenia (2016, background): “Dynamic treatment regimes are also known as adaptive interventions [1] or adaptive treatment strategies [2].”
Evidence-Based Psychosocial Treatments for Attention-Deficit/Hyperactivity Disorder (2008, background): “, 2005 (29, 6-12)c,e 93% Caucasian; 3% Asian; 3% Native American 93 Reported 2,3,6,7,12,14 STP counselors and teachers Crossover study comparing BI and MPH and combination 1 0.”
Constructing evidence-based treatment strategies using methods from computer science. (2007, background): “Adaptive treatment strategies (Lavori and Dawson, 1998,2003;Lavori et al., 2000;Murphy, 2003;Murphy and McKay, 2004;Collins et al., 2004) are operationalized clinical guidelines.”
Measuring Engagement in eHealth and mHealth Behavior Change Interventions: Viewpoint of Methodologies (2018, background): “Notably, intended usage may not be the same for all individuals (eg, in adaptive interventions [99,100]).”
Adaptive Interventions in Child and Adolescent Mental Health (2016, background): “Other adaptive intervention design considerations are discussed in Collins et al. (2004) and Almirall et al. (2012).”
Preferences for positive psychology exercises (2010, background): “Statistical simulations of sequencing effects, however, suggest that unless ordering effects are large, they do not change conclusions drawn from the data (Collins, Murphy, & Bierman, 2004 ).”
An Overview of Research and Evaluation Designs for Dissemination and Implementation (2017, background): “Practical modifications of the individual-level randomized clinical trial have been made to test for program or intervention effectiveness under realistic conditions in randomized field trials (40), as well as for interventions delivered at the group level (77), multilevel interventions (14, 15), co”
Developing adaptive treatment strategies in substance abuse research. (2007, methodology): “We group these treatment/management strategies under the umbrella term “adaptive treatment strategies” (Lavori et al., 2000;Collins et al., 2004).”