Susan Murphy, Ph.D.

Select Recent Publications

Liao, P., Dempsey, W., Sarker, H., Hossain, S. M., al'Absi, M., Klasnja, P., & Murphy, S. A. (in press). Just-in-Time But Not Too Much: Determining Treatment Timing in Mobile Health. Proceedings of the ACM on Interactive, Mobile, Wearable, and Ubiquitous Technologies.
Walton, A., Nahum-Shani, I., Crosby, L., Klasnja, P., & Murphy, S. (2018). Optimizing Digital Integrated Care via Micro-Randomized Trials. Clin Pharmacol Ther, 104(1), 53-58. http://doi.org/10.1002/cpt.1079
Rabbi, M., Kotov, M. Philyaw, Cunningham, R., Bonar, E. E., Nahum-Shani, I., Klasnja, P., et al. (2018). Toward Increasing Engagement in Substance Use Data Collection: Development of the Substance Abuse Research Assistant App and Protocol for a Microrandomized Trial Using Adolescents and Emerging Adults. Jmir Res Protoc, 7(7), e166. http://doi.org/10.2196/resprot.9850
Klasnja, P., Smith, S., Seewald, N. J., Lee, A., Hall, K., Luers, B., et al. (2018). Efficacy of Contextually Tailored Suggestions for Physical Activity: A Micro-randomized Optimization Trial of HeartSteps. Annals Of Behavioral Medicine. http://doi.org/10.1093/abm/kay067
Luers, B., Klasnja, P., & Murphy, S. (2018). Standardized effect sizes for preventive mobile health interventions in micro-randomized trials. Prevention Science. http://doi.org/10.1007/s11121-017-0862-5
Nahum-Shani, I., Smith, S. N., Spring, B. J., Collins, L. M., Witkiewitz, K., Tewari, A., & Murphy, S. A. (2018). Just–in-time adaptive interventions (JITAIs) in mobile health: Key components and design principles for ongoing health behavior support. Annals Of Behavioral Medicine, 52, 446-452. http://doi.org/10.1007/s12160-016-9830-8
Rehg, J. M., Murphy, S. A., & Kumar, S. (2017). Mobile health: Sensors, analytic methods, and applications. New York, NY: Springer.
Greenewald, K., Tewari, A., Klasnja, P., & Murphy, S. A. (2017). Action centered contextual bandits. 31st Conference on Neural Information Processing Systems (NIPS 2017). Long Beach, CA.
Rabbi, M., Philyaw-Kotov, M., Lee, J., Mansour, A., Dent, L., Wang, X., et al. (2017). SARA: A mobile app to engage users in health data collection. Proceedings Of The 2017 Acm International Joint Conference On Pervasive And Ubiquitous Computing, 781-789. http://doi.org/10.1145/3123024.3125611
Wagner, B., Liu, E., Shaw, S. D., Iakovlev, G., Zhou, L., Harrington, C., et al. (2017). ewrapper: Operationalizing engagement strategies in mHealth. Proceedings Of The 2017 Acm International Joint Conference On Pervasive And Ubiquitous Computing, 2017, 790-798. http://doi.org/10.1145/3123024.3125612
Kelleher, S. A., Dorfman, C. S., Vilardaga, J. C. Plumb, Majestic, C., Winger, J., Gandhi, V., et al. (2017). Optimizing delivery of a behavioral pain intervention in cancer patients using a sequential multiple assignment randomized trial SMART. Contemporary Clinical Trials, 57, 51-57. http://doi.org/10.1016/j.cct.2017.04.001
Rehg, J. M., Murphy, S. A., & Kumar, S. (2017). Mobile health: Sensors, analytic methods, and applications . Cham, Switzerland: Springer International.
Wagner, B., Murphy, S., Spring, B., Nahum-Shani, I., Liu, E., Shaw, S. D., et al. (2017). e- wrapper: Operationalizing engagement strategies in mHealth. (S. "Claire" Lee, Takayama, L., & Truong, K.), Proceedings of the 2017 ACM International Symposium on Wearable Computers - UbiComp '17. Maui, HawaiiNew York, New York, USA: ACM Press. http://doi.org/10.1145/312302410.1145/3123024.3125612
Tewari, A., & Murphy, S. A. (2017). From Ads to Interventions: Contextual Bandits in Mobile Health. In Mobile Health Sensors, Analytic Methods, and Applications. Springer.
Sarker, H., Hovsepian, K., Chatterjee, S., Nahum-Shani, I., Murphy, S. A., Spring, B., et al. (2017). From Markers to Interventions: The Case of Just-in-Time Stress Intervention. In Mobile Health Sensors, Analytic Methods, and Applications. Springer.