Nahum-Shani, Inbal

Just-in-time adaptive interventions (JITAIs) in mobile health: key components and design principles for ongoing health behavior support

Nahum-Shani, I., Smith, S. N., Spring, B. J., Collins, L. M., Witkiewitz, K., Tewari, A., & Murphy, S. A. (2018) · Annals of Behavioral Medicine

Mobile Health and mHealth ApplicationsDigital Mental Health Interventions

Cited by 2,171

Building health behavior models to guide the development of just-in-time adaptive interventions: a pragmatic framework

Nahum-Shani, I., Hekler, E. B., & Spruijt-Metz, D. (2015) · Health Psychology

Mobile Health and mHealth ApplicationsDigital Mental Health Interventions

Cited by 568

A "SMART" Design for Building Individualized Treatment Sequences

Lei, H., Nahum-Shani, I., Lynch, K., Oslin, D., & Murphy, S. A. (2012) · Annual Review of Clinical Psychology

Advanced Causal Inference TechniquesStatistical Methods in Clinical Trials

Cited by 557

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

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

Treatment Sequencing for Childhood ADHD: A Multiple-Randomization Study of Adaptive Medication and Behavioral Interventions

Pelham, W. E., Fabiano, G. A., Waxmonsky, J. G., Greiner, A. R., Gnagy, E. M., Pelham, W. E., Coxe, S., Verley, J., Bhatia, I., Hart, K., et al. (2016) · Journal of Clinical Child & Adolescent Psychology

Attention Deficit Hyperactivity DisorderBehavioral and Psychological Studies

Cited by 251

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

Engagement in digital interventions.

Nahum-Shani, I., Shaw, S. D., Carpenter, S. M., Murphy, S. A., & Yoon, C. (2022) · American Psychologist

Digital Mental Health InterventionsDigital Media and Philosophy

Cited by 177

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

Multilevel factorial experiments for developing behavioral interventions: power, sample size, and resource considerations

Dziak, J. J., Nahum-Shani, I., & Collins, L. M. (2012) · Psychological Methods

Optimal Experimental Design MethodsStatistical Methods and Bayesian Inference

Cited by 142

Ecological assessment of daily suicidal thoughts and attempts among suicidal teens after psychiatric hospitalization: lessons about feasibility and acceptability

Czyz, E. K., King, C. A., & Nahum-Shani, I. (2018) · Psychiatry Research

Suicide and Self-Harm StudiesMental Health Research Topics

Cited by 112

Translating strategies for promoting engagement in mobile health: A proof-of-concept microrandomized trial.

Nahum-Shani, I., Rabbi, M., Yap, J., Philyaw-Kotov, M. L., Klasnja, P., Bonar, E. E., Cunningham, R. M., Murphy, S. A., & Walton, M. A. (2021) · Health Psychology

Mobile Health and mHealth ApplicationsDigital Mental Health Interventions

Cited by 41

The mobile assistance for regulating smoking (MARS) micro-randomized trial design protocol

Nahum-Shani, I., Potter, L. N., Lam, C. Y., Yap, J., Moreno, A., Stoffel, R., Wu, Z., Wan, N., Dempsey, W., Kumar, S., et al. (2021) · Contemporary Clinical Trials

Smoking Behavior and CessationMobile Health and mHealth Applications

Cited by 23