PubMed indexed publications:

dplb indexed publications:

Google Scholar:

Under Review and Preprints:

  1. Sobolev, M., Anand, A., Dziak, J., Potter, L., Wetter, D., & Nahum-Shani, I. (2022). Time-Varying Model of Engagement with Digital Self Reporting: Example from a Smoking Cessation Digital Intervention. Under review at Frontiers in Digital Health.

  2. Sleboda, P., Sobolev, M., Muench, F., Salvy, S., Datta, G. (2022). Food, Mood, and Emotions: Loss of Control over Eating, Maladaptive Eating Behaviors and Emotions in an Experience Sampling Study.

  3. Sobolev, M., Okeke, F., & Plonsky, O. (2022). mRAPID Study: Effect of Micro-incentives and Daily Deadlines on Practice Behavior.

  4. Sobolev, M. & Okeke, F. (2022). Personalized and Adaptive Strategies for (dis)engagement from mobile applications.

Book Chapters:

  1. Sobolev, M. (2022). Digital Nudging: Using Technology to Nudge for Good. Chapter for the Behavioral Science in the Wild by Nina Mazar & Dilip Soman. University of Toronto Press. 10.2139/ssrn.3889831

Journals Publications:

  1. Sobolev, M., & Lesic, V. (2022). Online Choice Architecture: The Good, the Bad, and the Complicated. TechREG Chronicle. Available at 10.2139/ssrn.4241296

  2. Zimmermann, L., & Sobolev, M. (2022). Digital Nudges for Screen Time Reduction: A Randomized Control Trial with Performance and Wellbeing Outcomes. Forthcoming at Cyberpsychology, Behavior, and Social Networking. 10.31234/

  3. Sterling, W., Sobolev, M., Van Meter, A., Guinart, D., Birnbaum, M., Rubio, J., & Kane, J. (2022). Digital Technology In Psychiatry: Expectations, Barriers And Understanding Of Clinicians. Forthcoming at JMIR Formative Research.

  4. Guinart, D., Sobolev, M., Patil, B., Walsh, M., & Kane, J. (2022). A Digital Intervention Using Daily Financial Incentives to Increase Medication Adherence in Severe Mental Illness: A Feasibility Study. Forthcoming at JMIR Mental Health

  5. Berko, A., Bar-Sella, A., Sobolev, M., Pollak, JP., & Zilcha-Mano, S. (2022). Development and Evaluation of an Image-based Digital Measure (HRSD-D) of the Hamilton Rating Scale for Depression. Scientific Reports 10.1038/s41598-022-18434-y

  6. Moon, K., Sobolev, M., Grella, M., Alvarado, G., Sapra, M., & Ball, T. (2022). An mHealth Platform for Augmenting Behavioral Health in Primary Care: Longitudinal Feasibility Study. JMIR Formative Research 10.2196/36021

  7. Militello, L.*, Sobolev, M.*, Okeke, F., Adler, D., Nahum-Shani, I. (2022). Digital Prompts to Increase Engagement with Headspace App and Stress Regulation among Parents: Feasibility Study. JMIR Formative Research 10.2196/30606

  8. Moon, K.*, Sobolev, M.*, & Kane, J. (2022). Digital and Mobile Health Technology in Collaborative Behavioral Health Care: Scoping Review. JMIR Mental Health 10.2196/30810

  9. Hänsel, K., Lin, I., Sobolev, M., Muscat, W., De Choudhury, M., Kane, J., & Birnbaum, M. (2021). Utilizing Instagram Data to Identify Usage Patterns Associated with Schizophrenia Spectrum Disorders. Frontiers in Psychiatry. 10.3389/fpsyt.2021.691327

  10. Sobolev, M., Vitale, R., Wen, H., Kizer, J., Leeman, R., Pollak, J.P., Baumel, A., Vadhan, N.P., Estrin, D. & 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

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

  12. Yin, A. L., Gheissari, P., Lin, I. W., Sobolev, M., Pollak, J. P., Cole, C., & Estrin, D. (2020). Role of Technology in Self-Assessment and Feedback Among Hospitalist Physicians: Semistructured Interviews and Thematic Analysis. Journal of Medical Internet Research (JMIR). 10.2196/23299

Conferences Publications:

  1. Sobolev, M. (2021). The Smartphone Dilemma: Uncovering the Effects of Smartphones on Human Well-being. In Proceedings of the Technology, Mind, and Society. 10.1037/tms0000131

  2. Cuadra, A., Bankole, O., Sobolev, M. (2021). Planning Habit: Daily Planning Prompts with Alexa. The 16th International Conference on Persuasive Technologies (PERSUASIVE 2021). 10.1007/978-3-030-79460-6_7

  3. Yang, L., Sobolev, M., Wang, Y., Chen, J., Dunne, D., Tsangouri, C., Dell, N., Naaman, M. & 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

  4. 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).

  5. Wen, H., Yang, L., Sobolev, M., & Estrin, D. (2018). Exploring recommendations under user-controlled data filtering. In Proceedings of the 12th ACM Conference on Recommender Systems (RecSys).

  6. Okeke, F., Sobolev, M., Dell, N., & Estrin, D. (2018). 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

Workshop Publications

  1. Sobolev, M., Gullapalli, B., & Rahman T. (2021). Advancing the Science of Digital Biomarkers. The Future of Digital Biomarkers Workshop (DigiBiom). 10.1145/3469266.3473711

  2. Hänsel, K., Tang S., Sobolev, M., Birnbaum, M., & Kane J. (2021). Music in Behavioral Health - From Digital Biomarker to Therapeutics. The Future of Digital Biomarkers Workshop (DigiBiom). 10.1145/3469266.3469879

  3. Krell, R., Tang, W, Hänsel, K., Sobolev, M., Cho, S., Berretta, S., & Tang S. (2021). Lexical and Acoustic Correlates of Clinical Speech Disturbance in Schizophrenia. The 5th International Workshop on Health Intelligence (W3PHIAI-21).