The multiphase optimization strategy (MOST) and the sequential multiple assignment randomized trial (SMART): new methods for more potent eHealth interventions.

By Linda M. Collins, Susan A. Murphy, Victor J. Strecher. American Journal of Preventive Medicine, 2007

1,039 citations recorded by the source corpus.

Subfields: Applied Psychology, Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/668e48e29ba6431deeb599cdbba39fb89e74ad68

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Citations in the corpus

Mobile Health Technology Evaluation (2013, background): “This may lead to adaptive interventions that reduce waste, increase compliance, and enhance the potency of an intervention.(23,24) To accomplish this, however, will require a better understanding of within-subject differences and the effects of hypothesized mediating variables on outcomes.”
Steps in Intervention Research: Designing and Developing Social Programs (2010, background): “From the work of Greenwald and Cullen (1985), Flay (1986), and others, Collins, Murphy, and Strecher (2007) further refined the concept of development by calling for serial experimentation of program components in sequenced efficacy trials, which are characterized by high programmatic control, and…”
Behavioral Intervention Technologies: Evidence review and recommendations for future research (2010, neutral): “One example of how principles of optimization have been adapted from engineering into a BITs context is the methodological framework called multiphase optimization strategy (MOST) [81].”
Estimating Response-Maximized Decision Rules With Applications to Breastfeeding (2009, background): “Ideally, such sequences would be considered in a Sequential Multiple Assignment Randomized Trial (SMART) (Collins, Murphy, and Strecher 2007).”
Design of Experiments with Multiple Independent Variables: A Resource Management Perspective on Complete and Reduced Factorial Designs (2009, methodology): “…Case: Development and Evaluation of Behavioral Interventions As discussed by Allore et al. (2006); Collins, Murphy, Nair, and Strecher (2005); Collins, Murphy, and Strecher (2007); and West et al. (1993), behavioral intervention scientists could build more potent interventions if there was…”
Harnessing Context Sensing to Develop a Mobile Intervention for Depression (2011, background): “Many of these would easily translate to Mobilyze!.”
International Exercise Recommendations in Older Adults (ICFSR): Expert Consensus Guidelines (2021, neutral): “These designs are uniquely suited to investigate the best tailoring variables and decision rules for an adaptive intervention (293).”
Assessing Conﬁdence in Policies Learned from Sequential Randomized Trials (2009, background): “In a sequential randomized trial [1], participants are offered a sequence of treatments over the course of the trial which consists of a series of k stages .”