Designing Adaptive Intensive Interventions Using Methods from Engineering
Published in Journal of Consulting and Clinical Psychology, 2014
Recommended citation: Lagoa, C. M., Bekiroglu, K., Lanza, S. T., & Murphy, S. A. (2014). Designing adaptive intensive interventions using methods from engineering. Journal of Consulting and Clinical Psychology, 82(5), 868–878. https://doi.org/10.1037/a0037736 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4176810/
Adaptive intensive interventions are introduced, and new methods from the field of controls engineering for use in their design are illustrated. A detailed step-by-step explanation of how control engineering methods can be used with intensive longitudinal data to design an adaptive intensive intervention is provided. The methods are evaluated via simulation and real data.