Intervention Optimization: A Paradigm Shift and Its Potential Implications for Clinical Psychology

被引:13
|
作者
Collins, Linda M. [1 ,2 ]
Nahum-Shani, Inbal [3 ]
Guastaferro, Kate [1 ]
Strayhorn, Jillian C. [1 ]
Vanness, David J. [4 ]
Murphy, Susan A. [5 ]
机构
[1] NYU, Dept Social & Behav Sci, New York, NY 10003 USA
[2] NYU, Dept Biostat, New York, NY 10003 USA
[3] Univ Michigan, Inst Social Res, Ann Arbor, MI USA
[4] Penn State Univ, Dept Hlth Policy & Adm, University Pk, PA USA
[5] Harvard Univ, Dept Stat & Comp Sci, Cambridge, MA USA
关键词
intervention optimization; multiphase optimization strategy; adaptive intervention; factorial experiment; sequential multiple assignment randomized trial; micro-randomized trial; MULTIPLE ASSIGNMENT; SAMPLE-SIZE; DESIGN; FRAMEWORK; STRATEGY; TRIAL;
D O I
10.1146/annurev-clinpsy-080822-051119
中图分类号
B849 [应用心理学];
学科分类号
040203 ;
摘要
To build a coherent knowledge base about what psychological intervention strategies work, develop interventions that have positive societal impact, and maintain and increase this impact over time, it is necessary to replace the classical treatment package research paradigm. The multiphase optimization strategy (MOST) is an alternative paradigm that integrates ideas from behavioral science, engineering, implementation science, economics, and decision science. MOST enables optimization of interventions to strategically balance effectiveness, affordability, scalability, and efficiency. In this review we provide an overview of MOST, discuss several experimental designs that can be used in intervention optimization, consider how the investigator can use experimental results to select components for inclusion in the optimized intervention, discuss the application of MOST in implementation science, and list future issues in this rapidly evolving field. We highlight the feasibility of adopting this new research paradigm as well as its potential to hasten the progress of psychological intervention science.
引用
收藏
页码:21 / 47
页数:27
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