Published on in Vol 21, No 6 (2019): June

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/11934, first published .
Data Mining in the Development of Mobile Health Apps: Assessing In-App Navigation Through Markov Chain Analysis

Data Mining in the Development of Mobile Health Apps: Assessing In-App Navigation Through Markov Chain Analysis

Data Mining in the Development of Mobile Health Apps: Assessing In-App Navigation Through Markov Chain Analysis

Journals

  1. Perski O, Watson N, Mull K, Bricker J. Identifying Content-Based Engagement Patterns in a Smoking Cessation Website and Associations With User Characteristics and Cessation Outcomes: A Sequence and Cluster Analysis. Nicotine & Tobacco Research 2021;23(7):1103 View
  2. Warsinsky S, Schmidt-Kraepelin M, Rank S, Thiebes S, Sunyaev A. Conceptual Ambiguity Surrounding Gamification and Serious Games in Health Care: Literature Review and Development of Game-Based Intervention Reporting Guidelines (GAMING). Journal of Medical Internet Research 2021;23(9):e30390 View
  3. Van Schalkwyk A, Grobbelaar S, Vermeulen E, Herselman M. A Scoping Review of the Use of Log Data for Evaluating Mobile Apps: Exploring Implications for mHealth Apps. IEEE Access 2022;10:124805 View
  4. Magallanes J, Stone T, Morris P, Mason S, Wood S, Villa-Uriol M. Sequen-C: A Multilevel Overview of Temporal Event Sequences. IEEE Transactions on Visualization and Computer Graphics 2022;28(1):901 View
  5. Wu D, Huyan X, She Y, Hu J, Duan H, Deng N. Exploring and Characterizing Patient Multibehavior Engagement Trails and Patient Behavior Preference Patterns in Pathway-Based mHealth Hypertension Self-Management: Analysis of Use Data. JMIR mHealth and uHealth 2022;10(2):e33189 View
  6. Miller K, Rosenberg J, Pickard O, Hawrusik R, Karlage A, Weintraub R. Segmenting Clinicians’ Usage Patterns of a Digital Health Tool in Resource-Limited Settings: Clickstream Data Analysis and Survey Study. JMIR Formative Research 2022;6(5):e30320 View
  7. Tuah N, Goh D, Nasirin S, Ahmedy F, Hossin M. Mapping Data Mining Technique and Gamification Approach for Studying Post-Stroke Rehabilitation Training: A Systematic Literature Review. IEEE Access 2023;11:31323 View
  8. Hoffman V, Flom M, Mariano T, Chiauzzi E, Williams A, Kirvin-Quamme A, Pajarito S, Durden E, Perski O. User Engagement Clusters of an 8-Week Digital Mental Health Intervention Guided by a Relational Agent (Woebot): Exploratory Study. Journal of Medical Internet Research 2023;25:e47198 View

Books/Policy Documents

  1. Ferreira A, Chilro R, Cruz-Correia R. HCI International 2022 - Late Breaking Papers. Design, User Experience and Interaction. View

Conference Proceedings

  1. Heyse J, Vandewiele G, Ongenae F, De Backere F, De Turck F. Proceedings of the 14th EAI International Conference on Pervasive Computing Technologies for Healthcare. How do Users interact with Mobile Health Apps? View