Dr. Almirall is a statistician and intervention scientist who develops methods to form evidence-based adaptive interventions, including just-in-time adaptive interventions. Adaptive interventions are used to guide individualized intervention decisions for the on-going management of chronic illnesses or disorders such as drug abuse, depression, anxiety, autism, obesity, or HIV/AIDS.
More recently, Danny has been developing methods to inform the construction of optimized multilevel adaptive implementation strategies (MAISYs) using a variety of trial designs, including Multilevel Implementation, Sequential, Multiple-Assignment, Randomized Trials (MI-SMARTs).