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FIU Electronic Theses and Dissertations

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Adaptive interventions

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Full-Text Articles in Clinical Psychology

Detecting Risk For Treatment Nonresponse Among Families Of Young Children With Behavior Problems: Candidate Tailoring Variables And Early Decision Points For Adaptive Interventions, Natalie Hong Jun 2021

Detecting Risk For Treatment Nonresponse Among Families Of Young Children With Behavior Problems: Candidate Tailoring Variables And Early Decision Points For Adaptive Interventions, Natalie Hong

FIU Electronic Theses and Dissertations

Heterogeneity in mental health treatment outcomes and high rates of treatment nonresponse highlight the need for adaptive interventions that align with precision mental health care approaches to tailor treatments according to individual differences in progress over time. Modern clinical trial methodologies and analytic strategies can inform dynamic mental health treatment decisions, but the potential to improve patient outcomes is only as strong as the extent to which selected tailoring variables (i.e., interim response factors that dictate whether treatment should shift course) accurately detect risk for treatment nonresponse. Identifying empirically informed tailoring variables and the most appropriate timepoint(s) to assess them …