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A "SMART" Design for Building Individualized Treatment Sequences

Annual review of clinical psychology, 2012-04, Vol.8 (1), p.21-48

2012

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Ecological assessment of daily suicidal thoughts and attempts among suicidal teens after psychiatric hospitalization: Lessons about feasibility and acceptability

Psychiatry research, 2018-09, Vol.267, p.566-574

2018

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Predicting short-term suicidal thoughts in adolescents using machine learning: developing decision tools to identify daily level risk after hospitalization

Psychological medicine, 2023-05, Vol.53 (7), p.2982-2991

2023

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When the party continues: Impulsivity and the effect of employment on young adults' post-college alcohol use

Addictive behaviors, 2018-02, Vol.77, p.114-120

2018

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

Translational behavioral medicine, 2014-09, Vol.4 (3), p.260-274

2014

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Adaptive intervention for prevention of adolescent suicidal behavior after hospitalization: a pilot sequential multiple assignment randomized trial

Journal of child psychology and psychiatry, 2021-08, Vol.62 (8), p.1019-1031

2021

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Using Intensive Longitudinal Data to Identify Early Predictors of Suicide-Related Outcomes in High-Risk Adolescents: Practical and Conceptual Considerations

Assessment (Odessa, Fla.), 2021-12, Vol.28 (8), p.1949-1959

2021

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Is informal practice associated with outcomes in loving-kindness and compassion training? Evidence from pre-post and daily diary assessments

Behaviour research and therapy, 2024-06, Vol.177, p.104537-104537, Article 104537

2024

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Explaining the variable effects of social support on work-based stressor–strain relations: The role of perceived pattern of support exchange

Organizational behavior and human decision processes, 2011, Vol.114 (1), p.49-63

2011

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Comparative Effectiveness Research: A Roadmap for Physical Activity and Lifestyle

Medicine and science in sports and exercise, 2015-08, Vol.47 (8), p.1747-1754

2015

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Behavior change versus stability during the college‐to‐work transition: Life course and the “stickiness” of alcohol misuse at career entry

Personnel psychology, 2023-09, Vol.76 (3), p.945-975

2023

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Optimizing Digital Integrated Care via Micro‐Randomized Trials

Clinical pharmacology and therapeutics, 2018-07, Vol.104 (1), p.53-58

2018

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A latent variable approach to jointly modeling longitudinal and cumulative event data using a weighted two‐stage method

Statistics in medicine, 2024-09, Vol.43 (21), p.4163-4177

2024

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Digital Adaptive Behavioral Interventions to Improve HIV Prevention and Care: Innovations in Intervention Approach and Experimental Design

Current HIV/AIDS reports, 2023-12, Vol.20 (6), p.502-512

2023

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Socio‐economic status moderates within‐person associations of risk factors and smoking lapse in daily life

Addiction (Abingdon, England), 2023-05, Vol.118 (5), p.925-934

2023

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The lingering effects of work context: Ambient work-unit characteristics and the impact of retirement on alcohol consumption

Human relations (New York), 2019-04, Vol.72 (4), p.675-705

2019

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Design of experiments with sequential randomizations on multiple timescales: the hybrid experimental design

Behavior research methods, 2024-03, Vol.56 (3), p.1770-1792

2024

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Multitiered Systems of Support, Adaptive Interventions, and SMART Designs

Exceptional Children, 2021-10, Vol.88 (1), p.8-25

2021

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Supervisor Undermining, Social Isolation and Subordinates’ Problematic Drinking: The Role of Depression and Perceived Drinking Norms

Journal of drug issues, 2023-01, Vol.53 (1), p.37-60

2023

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Comparing dynamic treatment regimes using repeated-measures outcomes: modeling considerations in SMART studies

Statistics in medicine, 2016-05, Vol.35 (10), p.1595-1615

2016

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Sample size estimation for comparing dynamic treatment regimens in a SMART: A Monte Carlo-based approach and case study with longitudinal overdispersed count outcomes

Statistical methods in medical research, 2023-07, Vol.32 (7), p.1267-1283

2023

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A SMART data analysis method for constructing adaptive treatment strategies for substance use disorders

Addiction (Abingdon, England), 2017-05, Vol.112 (5), p.901-909

2017

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Sample size considerations for comparing dynamic treatment regimens in a sequential multiple-assignment randomized trial with a continuous longitudinal outcome

Statistical methods in medical research, 2020-07, Vol.29 (7), p.1891-1912

2020

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Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-Implementation Guidelines

Algorithms, 2022-08, Vol.15 (8), p.255

2022

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Digital Prompts to Increase Engagement With the Headspace App and for Stress Regulation Among Parents: Feasibility Study

JMIR formative research, 2022-03, Vol.6 (3), p.e30606-e30606

2022

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A "SMART" Design for Building Individualized Treatment Sequences

Ecological assessment of daily suicidal thoughts and attempts among suicidal teens after psychiatric hospitalization: Lessons about feasibility and acceptability

Predicting short-term suicidal thoughts in adolescents using machine learning: developing decision tools to identify daily level risk after hospitalization

When the party continues: Impulsivity and the effect of employment on young adults' post-college alcohol use

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

Adaptive intervention for prevention of adolescent suicidal behavior after hospitalization: a pilot sequential multiple assignment randomized trial

Using Intensive Longitudinal Data to Identify Early Predictors of Suicide-Related Outcomes in High-Risk Adolescents: Practical and Conceptual Considerations

Is informal practice associated with outcomes in loving-kindness and compassion training? Evidence from pre-post and daily diary assessments

Explaining the variable effects of social support on work-based stressor–strain relations: The role of perceived pattern of support exchange

Comparative Effectiveness Research: A Roadmap for Physical Activity and Lifestyle

Behavior change versus stability during the college‐to‐work transition: Life course and the “stickiness” of alcohol misuse at career entry

Optimizing Digital Integrated Care via Micro‐Randomized Trials

A latent variable approach to jointly modeling longitudinal and cumulative event data using a weighted two‐stage method

Digital Adaptive Behavioral Interventions to Improve HIV Prevention and Care: Innovations in Intervention Approach and Experimental Design

Socio‐economic status moderates within‐person associations of risk factors and smoking lapse in daily life

The lingering effects of work context: Ambient work-unit characteristics and the impact of retirement on alcohol consumption

Design of experiments with sequential randomizations on multiple timescales: the hybrid experimental design

Multitiered Systems of Support, Adaptive Interventions, and SMART Designs

Supervisor Undermining, Social Isolation and Subordinates’ Problematic Drinking: The Role of Depression and Perceived Drinking Norms

Comparing dynamic treatment regimes using repeated-measures outcomes: modeling considerations in SMART studies

Sample size estimation for comparing dynamic treatment regimens in a SMART: A Monte Carlo-based approach and case study with longitudinal overdispersed count outcomes

A SMART data analysis method for constructing adaptive treatment strategies for substance use disorders

Sample size considerations for comparing dynamic treatment regimens in a sequential multiple-assignment randomized trial with a continuous longitudinal outcome

Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-Implementation Guidelines

Digital Prompts to Increase Engagement With the Headspace App and for Stress Regulation Among Parents: Feasibility Study

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