Almirall, Daniel

A tutorial on propensity score estimation for multiple treatments using generalized boosted models

McCaffrey, D. F., Griffin, B. A., Almirall, D., Slaughter, M. E., Ramchand, R., & Burgette, L. F. (2013) · Statistics in Medicine

Advanced Causal Inference TechniquesStatistical Methods in Clinical Trials

Cited by 1,450

Microrandomized trials: An experimental design for developing just-in-time adaptive interventions.

Klasnja, P., Hekler, E. B., Shiffman, S., Boruvka, A., Almirall, D., Tewari, A., & Murphy, S. A. (2015) · Health Psychology

Advanced Causal Inference TechniquesMobile Health and mHealth Applications

Cited by 671

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

Almirall, D., Nahum-Shani, I., Sherwood, N. E., & Murphy, S. A. (2014) · Translational Behavioral Medicine

Statistical Methods in Clinical TrialsAdvanced Causal Inference Techniques

Cited by 453

Communication Interventions for Minimally Verbal Children With Autism: A Sequential Multiple Assignment Randomized Trial

Kasari, C., Kaiser, A., Goods, K., Nietfeld, J., Mathy, P., Landa, R., Murphy, S., & Almirall, D. (2014) · Journal of the American Academy of Child & Adolescent Psychiatry

Autism Spectrum Disorder ResearchAssistive Technology in Communication and Mobility

Cited by 415

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

Nahum-Shani, I., Qian, M., Almirall, D., Pelham, W. E., Gnagy, B., Fabiano, G. A., Waxmonsky, J. G., Yu, J., & Murphy, S. A. (2012) · Psychological Methods

Advanced Causal Inference TechniquesStatistical Methods in Clinical Trials

Cited by 298

Length of stay after infant heart surgery is related to cognitive outcome at age 8 years

Newburger, J. W., Wypij, D., Bellinger, D. C., du Plessis, A. J., Kuban, K. C. K., Rappaport, L. A., Almirall, D., Wessel, D. L., Jonas, R. A., & Wernovsky, G. (2003) · The Journal of Pediatrics

Congenital Heart Disease StudiesCardiac and Coronary Surgery Techniques

Cited by 282

Cognitive Behavior Therapy Augmentation of Pharmacotherapy in Pediatric Obsessive-Compulsive Disorder: The Pediatric OCD Treatment Study II (POTS II) Randomized Controlled Trial

Franklin, M. E., Sapyta, J., Freeman, J. B., Khanna, M., Compton, S., Almirall, D., Moore, P., Choate-Summers, M., Garcia, A., Edson, A. L., et al. (2011) · JAMA

Obsessive-Compulsive Spectrum DisordersAnxiety, Depression, Psychometrics, Treatment, Cognitive Processes

Cited by 278

Predictors and moderators of treatment response in childhood anxiety disorders: Results from the CAMS trial.

Compton, S. N., Peris, T. S., Almirall, D., Birmaher, B., Sherrill, J., Kendall, P. C., March, J. S., Gosch, E. A., Ginsburg, G. S., Rynn, M. A., et al. (2014) · Journal of Consulting and Clinical Psychology

Anxiety, Depression, Psychometrics, Treatment, Cognitive ProcessesChild and Adolescent Psychosocial and Emotional Development

Cited by 226

Designing a pilot sequential multiple assignment randomized trial for developing an adaptive treatment strategy

Almirall, D., Compton, S. N., Gunlicks‐Stoessel, M., Duan, N., & Murphy, S. A. (2012) · Statistics in Medicine

Statistical Methods in Clinical TrialsAdvanced Causal Inference Techniques

Cited by 223

Trajectories of change in youth anxiety during cognitive—behavior therapy.

Peris, T. S., Compton, S. N., Kendall, P. C., Birmaher, B., Sherrill, J., March, J., Gosch, E., Ginsburg, G., Rynn, M., McCracken, J. T., et al. (2015) · Journal of Consulting and Clinical Psychology

Anxiety, Depression, Psychometrics, Treatment, Cognitive ProcessesChild and Adolescent Psychosocial and Emotional Development

Cited by 191

To Prompt or Not to Prompt? A Microrandomized Trial of Time-Varying Push Notifications to Increase Proximal Engagement With a Mobile Health App

Bidargaddi, N., Almirall, D., Murphy, S., Nahum-Shani, I., Kovalcik, M., Pituch, T., Maaieh, H., & Strecher, V. (2018) · JMIR mHealth and uHealth

Mobile Health and mHealth ApplicationsDigital Mental Health Interventions

Cited by 189

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

Nahum-Shani, I., Qian, M., Almirall, D., Pelham, W. E., Gnagy, B., Fabiano, G. A., Waxmonsky, J. G., Yu, J., & Murphy, S. A. (2012) · Psychological Methods

Advanced Causal Inference TechniquesStatistical Methods in Clinical Trials

Cited by 174

Assessing time-varying causal effect moderation in mobile health

Boruvka, A., Almirall, D., Witkiewitz, K., & Murphy, S. A. (2018) · Journal of the American Statistical Association

Advanced Causal Inference TechniquesMobile Health and mHealth Applications

Cited by 152

Protocol: Adaptive Implementation of Effective Programs Trial (ADEPT): cluster randomized SMART trial comparing a standard versus enhanced implementation strategy to improve outcomes of a mood disorders program

Kilbourne, A. M., Almirall, D., Eisenberg, D., Waxmonsky, J., Goodrich, D. E., Fortney, J. C., Kirchner, J. E., Solberg, L. I., Main, D., Bauer, M. S., et al. (2014) · Implementation Science

Health Policy Implementation SciencePsychiatric care and mental health services

Cited by 130

Change in Patient Outcomes After Augmenting a Low-level Implementation Strategy in Community Practices That Are Slow to Adopt a Collaborative Chronic Care Model: A Cluster Randomized Implementation Trial

Smith, S. N., Almirall, D., Prenovost, K., Liebrecht, C., Kyle, J., Eisenberg, D., Bauer, M. S., & Kilbourne, A. M. (2019) · Medical Care

Health Policy Implementation ScienceClinical practice guidelines implementation

Cited by 40

Comment

Almirall, D., Lizotte, D. J., & Murphy, S. A. (2012) · Journal of the American Statistical Association

Statistical Methods in Clinical TrialsAdvanced Causal Inference Techniques

Cited by 19

Do improvements in substance use and mental health symptoms during treatment translate to long-term outcomes in the opposite domain?

Ramchand, R., Griffin, B. A., Slaughter, M. E., Almirall, D., & McCaffrey, D. F. (2014) · Journal of Substance Abuse Treatment

Substance Abuse Treatment and OutcomesChild and Adolescent Psychosocial and Emotional Development

Cited by 18