Murphy SA - Search Results

1

The microrandomized trial for developing digital interventions: Experimental design and data analysis considerations.

Qian T, Walton AE, Collins LM, Klasnja P, Lanza ST, Nahum-Shani I, Rabbi M, Russell MA, Walton MA, Yoo H, Murphy SA. Qian T, et al. Among authors: murphy sa. Psychol Methods. 2022 Oct;27(5):874-894. doi: 10.1037/met0000283. Epub 2022 Jan 13. Psychol Methods. 2022. PMID: 35025583 Free PMC article. Review.

2

A conceptual framework for adaptive preventive interventions.

Collins LM, Murphy SA, Bierman KL. Collins LM, et al. Among authors: murphy sa. Prev Sci. 2004 Sep;5(3):185-96. doi: 10.1023/b:prev.0000037641.26017.00. Prev Sci. 2004. PMID: 15470938 Free PMC article. Review.

3

A strategy for optimizing and evaluating behavioral interventions.

Collins LM, Murphy SA, Nair VN, Strecher VJ. Collins LM, et al. Among authors: murphy sa. Ann Behav Med. 2005 Aug;30(1):65-73. doi: 10.1207/s15324796abm3001_8. Ann Behav Med. 2005. PMID: 16097907

4

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

Collins LM, Murphy SA, Strecher V. Collins LM, et al. Among authors: murphy sa. Am J Prev Med. 2007 May;32(5 Suppl):S112-8. doi: 10.1016/j.amepre.2007.01.022. Am J Prev Med. 2007. PMID: 17466815 Free PMC article. Clinical Trial.

5

Comparison of a phased experimental approach and a single randomized clinical trial for developing multicomponent behavioral interventions.

Collins LM, Chakraborty B, Murphy SA, Strecher V. Collins LM, et al. Among authors: murphy sa. Clin Trials. 2009 Feb;6(1):5-15. doi: 10.1177/1740774508100973. Clin Trials. 2009. PMID: 19254929 Free PMC article.

6

Developing multicomponent interventions using fractional factorial designs.

Chakraborty B, Collins LM, Strecher VJ, Murphy SA. Chakraborty B, et al. Among authors: murphy sa. Stat Med. 2009 Sep 20;28(21):2687-708. doi: 10.1002/sim.3643. Stat Med. 2009. PMID: 19575485 Free PMC article.

7

A "SMART" design for building individualized treatment sequences.

Lei H, Nahum-Shani I, Lynch K, Oslin D, Murphy SA. Lei H, et al. Among authors: murphy sa. Annu Rev Clin Psychol. 2012;8:21-48. doi: 10.1146/annurev-clinpsy-032511-143152. Epub 2011 Dec 12. Annu Rev Clin Psychol. 2012. PMID: 22224838 Free PMC article. Review.

8

Experimental design and primary data analysis methods for comparing adaptive interventions.

Nahum-Shani I, Qian M, Almirall D, Pelham WE, Gnagy B, Fabiano GA, Waxmonsky JG, Yu J, Murphy SA. Nahum-Shani I, et al. Among authors: murphy sa. Psychol Methods. 2012 Dec;17(4):457-477. doi: 10.1037/a0029372. Epub 2012 Oct 1. Psychol Methods. 2012. PMID: 23025433 Free PMC article.

9

Q-learning: a data analysis method for constructing adaptive interventions.

Nahum-Shani I, Qian M, Almirall D, Pelham WE, Gnagy B, Fabiano GA, Waxmonsky JG, Yu J, Murphy SA. Nahum-Shani I, et al. Among authors: murphy sa. Psychol Methods. 2012 Dec;17(4):478-94. doi: 10.1037/a0029373. Epub 2012 Oct 1. Psychol Methods. 2012. PMID: 23025434 Free PMC article.

10

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

Almirall D, Nahum-Shani I, Sherwood NE, Murphy SA. Almirall D, et al. Among authors: murphy sa. Transl Behav Med. 2014 Sep;4(3):260-74. doi: 10.1007/s13142-014-0265-0. Transl Behav Med. 2014. PMID: 25264466 Free PMC article.

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