TY - JOUR
T1 - Intervention Optimization
T2 - A Paradigm Shift and Its Potential Implications for Clinical Psychology
AU - Collins, Linda
AU - Nahum-Shani, Inbal
AU - Guastaferro, Kate
AU - Strayhorn, Jillian C.
AU - Vanness, David J.
AU - Murphy, Susan A.
PY - 2024/7/1
Y1 - 2024/7/1
N2 - 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.
AB - 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.
KW - adaptive intervention
KW - factorial experiment
KW - intervention optimization
KW - micro-randomized trial
KW - multiphase optimization strategy
KW - sequential multiple assignment randomized trial
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U2 - 10.1146/annurev-clinpsy-080822-051119
DO - 10.1146/annurev-clinpsy-080822-051119
M3 - Review article
C2 - 38316143
AN - SCOPUS:85195567060
SN - 1548-5943
VL - 20
SP - 21
EP - 47
JO - Annual Review of Clinical Psychology
JF - Annual Review of Clinical Psychology
IS - 1
ER -