Calculate the minimum sample size for a Pilot SMART

About This Applet

This code is used to estimate and compare the mean of a continuous end-of-study outcome for the adaptive interventions embedded in a SMART.

How can a behavioral scientist use this applet?

Behavioral intervention scientists can use this code to select the sample size for a Pilot SMART in preparation for a subsequent full-scale SMART. The typical primary aims in a Pilot SMART are to (i) examine the feasibility and acceptability of the embedded adaptive interventions proposed for a full-scale SMART (both from the perspective of the clinicians providing interventions and the patients being treated); and (ii) to prepare the research team to conduct a successful full-scale SMART. To use the applet, a behavioral intervention scientist will input the minimum number of participants they would like assigned to all treatment sequences to achieve these aims, and the applet will return the minimum, total sample size to recruit for the Pilot SMART.

What method does this applet implement?

This code calculates the minimum total sample size N needed to ensure that with a fixed fixed probability k, at least m participants will fall into each of the treatment sequences in a Pilot SMART. The user will input k and m, and the web applet will output N. The two sources of randomness are the randomized treatment assignments at each stage, and the response/non-response rate at the end of stage 1.

Related References

1. Kim, H., Ionides, E., & Almirall, D. (2016). A sample size calculator for SMART pilot studies. SIAM undergraduate research online, 9, 229.

2. Almirall, D., Compton, S. N., Gunlicks‐Stoessel, M., Duan, N., & Murphy, S. A. (2012). Designing a pilot sequential multiple assignment randomized trial for developing an adaptive treatment strategy. Statistics in medicine, 31(17), 1887-1902.

Access Links

Go to Web Applet
Applet Documentation
Designing a Pilot SMART

Upcoming Events

View All Events

Introduction to MAISYs

Prevention Science and Methodology Group Virtual Grand Rounds
January 24, 2023

Introduction to MAISYs

University of Florida Health Outcomes and Biomedical Informatics Grand Rounds
February 13, 2023
Training Institute

Getting SMART

Comprehensive Program for Adaptive Interventions Training in Education (CATIE)
March 14, 2023
View All Events


Join the d3center Mailing List

Keep up to date with the latest news, events, software releases, learning modules, and resources from the d3center.