Publications

Selected publications:

  1. The Digital Marshmallow Test (DMT) Diagnostic and Monitoring Mobile Health App for Impulsive Behavior: Development and Validation Study. JMIR mHealth and uHealth.

  2. mPulse Mobile Sensing Model for Passive Detection of Impulsive Behavior: Exploratory Prediction Study. JMIR Ment Health.

  3. Digital Nudges for Screen Time Reduction: A Randomized Control Trial with Performance and Wellbeing Outcomes. PsyArXiv Preprint.

For complete list of publication please check Google Scholar.

Papers under review / preprints

  1. Zimmermann, L., & Sobolev, M. (2020). Digital Nudges for Screen Time Reduction: A Randomized Control Trial with Performance and Wellbeing Outcomes. PsyArXiv Preprint. 10.31234/osf.io/nmgdz

  2. Sydnor, R., Caulfield, C., Hill, R., Okeke, F., & Sobolev, M. (2021). Grow: Peer Feedback in the Flow of Work.

  3. Sobolev, M., Okeke, F., & Plonsky, O. (2021). mRAPID Study: Effect of Micro-incentives and Daily Deadlines on Practice Behavior.

  4. Militello, L.*, Sobolev, M.*, Okeke, F., Adler, D., Nahum-Shani, I. (2021). Prompts to Increase Engagement with Headspace: Feasibility and Acceptability Evaluation as Part of a Micro-randomized Trial.

  5. Sobolev, M. (2021). Digital Nudging. Chapter for the Behavioral Science in the Wild book. Editors: Nina Mazar & Dilip Soman

  6. Moon, K., Sobolev, M., Grella, M., Alvarado, G., Sapra, M., Ball, T. (2021). Mobile Health Platform to Augment Integrated Behavioral Health Care: Implementational Trial in a Large Health System. Under review at the implementation science special issue of the Journal of Technology in Behavioral Science.

  7. Moon, K.*, Sobolev, M.*, Kane, J. (2021). Augmenting Collaborative Care with Digital and Mobile Health Technology: A Scoping Review.

Published and forthcoming

  1. Cuadra, A., Bankole, O., Sobolev, M. (2021). Planning Habit: Daily Planning Prompts with Alexa. Forthcoming at the 16th International Conference on Persuasive Technologies (PERSUASIVE 2021).

  2. Sobolev, M., Vitale, R., Wen, H., Kizer, J., Leeman, R., Pollak, J.P., Baumel, A., Vadhan, N.P., Estrin, D. and Muench, F., (2021). The Digital Marshmallow Test (DMT) Diagnostic and Monitoring Mobile Health App for Impulsive Behavior: Development and Validation Study. JMIR mHealth and uHealth. 10.2196/25018

  3. Wen, H*,. Sobolev, M.*, Vitale, R., Wen, H., Kizer, J., Leeman, R., Pollak, J.P., Baumel, A., Vadhan, N.P., Estrin, D. and Muench, F., (2021). mPulse Mobile Sensing Model for Passive Detection of Impulsive Behavior: Exploratory Prediction Study. JMIR Ment Health. 10.2196/25019

  4. Yang, L., Sobolev, M., Wang, Y., Chen, J., Dunne, D., Tsangouri, C., Dell, N., Naaman, M. and Estrin, D., (2019). How intention informed recommendations modulate choices: A field study of spoken word content. In The World Wide Web Conference. 10.1145/3308558.3313540

  5. Yang, L., Sobolev, M., Tsangouri, C., & Estrin, D. (2018). Understanding User Interactions with Podcast Recommendations Delivered Via Voice. In Proceedings of the 12th ACM Conference on Recommender Systems (RecSys). 10.1145/3240323.3240389

  6. Okeke, F., Sobolev, M., Dell, N., & Estrin, D. (2018, September). Good vibrations: can a digital nudge reduce digital overload?. In Proceedings of the 20th International Conference on Human-computer Interaction with Mobile Devices and Services (MobileHCI). 10.1145/3229434.3229463

  7. Okeke, F., Sobolev, M., & Estrin, D. (2018). Towards a framework for Mobile behavior change research. In Proceedings of the Technology, Mind, and Society. 10.1145/3183654.3183706