Publications

PubMed indexed publications: https://www.ncbi.nlm.nih.gov/myncbi/1hMIF8Og8_P11P/bibliography/public/

dplb indexed publications: https://dblp.org/pid/216/5617

Google Scholar: https://scholar.google.com/citations?user=AwFU5cAAAAAJ&hl=en

In the list below (*) indicates joint first authorship.

Book Chapters and Invited Papers:

1. Sobolev, M. (2024). Smartphone Apps for Health and Wellbeing. Forthcoming in The Oxford Research Encyclopedia of Global Public Health. 

2. Sobolev, M., & Sleboda, P. (2023). Behavioral Design to Prevent Diagnostic Delays and Errors. Health Affairs Forefront. 10.1377/forefront.20230620.440319

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

4. 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. Hodson, N., Woods, P., Sobolev, M., Giacco, D. (2024). Developing a Digital Micro Intervention Supporting Evidence-based Parenting Skills: Agile Scrum Methodology. JMIR Formative Research 10.2196/54892

2. Hodson, N., Parker, J., Sobolev, M., Bruine de Bruin, W. (2024). Sludge Audits are Needed to Reduce Barriers to Care. British Journal of General Practice. 10.3399/bjgp24X736989

3. Sobolev, M., Anand, A., Dziak, J., Potter, L., Cho, L., Wetter, D., & Nahum-Shani, I. (2023). Time-Varying Model of Engagement with Digital Self Reporting: Example from a Smoking Cessation Digital Intervention. Frontiers in Digital Health. 10.3389/fdgth.2023.1144081

4. Zimmermann, L., & Sobolev, M. (2022). Digital Nudges for Screen Time Reduction: A Randomized Control Trial with Performance and Wellbeing Outcomes. Cyberpsychology, Behavior, and Social Networking. 10.1089/cyber.2022.0027

5. 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. JMIR Formative Research. 10.2196/33676

6. 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.  JMIR Mental Health 10.2196/37184

7. 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

8. 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

9. 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

10. 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

11. 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

12. 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

13. 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

14. 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. Zhao, Y., Li, T., Sobolev, M. (2024). Digital Wellbeing Redefined: Toward User-Centric Approach for Positive Social Media Engagement. 11th International Conference on Mobile Software Engineering and Systems 2024 (MOBILESoft 2024). 10.1145/3647632.3651392

2. Sobolev, M., Okeke, F., & Plonsky, O. (2023). mRAPID Study: Effect of Micro-incentives and Daily Deadlines on Practice Behavior. International Conference on Persuasive Technologies (PERSUASIVE 2023). 10.1007/978-3-031-30933-5_5

3. 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

4. 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

5. 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

6. 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

7. 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). 10.1145/3240323.3240399

8. 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

9. 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). 10.1007/978-3-030-93080-6_3

Preprints:

1. Syndor, R., Caulfield, C., Hill, R., Okeke, F., Sobolev, M. (2021). Grow: Peer Feedback in the Flow of Work. Available at SSRN: https://ssrn.com/abstract=4692272

2. Tartaglia, J., Jaghab, B., Ismail, B., Hänsel, K., Meter, A., Kirschenbaum, M., Sobolev, M., Kane, J., Tang. S., Assessing Health Technology Literacy and Attitudes of Patients in an Urban Outpatient Psychiatry Clinic. 10.2196/preprints.63034