Published on in Vol 10, No 4 (2022): April

Preprints (earlier versions) of this paper are available at, first published .
Loneliness and Social Isolation Detection Using Passive Sensing Techniques: Scoping Review

Loneliness and Social Isolation Detection Using Passive Sensing Techniques: Scoping Review

Loneliness and Social Isolation Detection Using Passive Sensing Techniques: Scoping Review


  1. Buck B, Munson J, Chander A, Wang W, Brenner C, Campbell A, Ben-Zeev D. The relationship between appraisals of auditory verbal hallucinations and real-time affect and social functioning. Schizophrenia Research 2022;250:112 View
  2. Henriquez A, Snow S, Jackson T, House J, Alewel D, Schladweiler M, Valdez M, Freeborn D, Miller C, Grindstaff R, Kodavanti P, Kodavanti U. Social isolation exacerbates acute ozone inhalation induced pulmonary and systemic health outcomes. Toxicology and Applied Pharmacology 2022;457:116295 View
  3. Stankov U, Gretzel U, Vujičić M, Pavluković V, Jovanović T, Solarević M, Cimbaljević M. The pandemic of loneliness: designing smart tourism for combating loneliness. Information Technology & Tourism 2022;24(4):439 View
  4. Khan S, Gu T, Spinelli L, Wang R. Sensor-based assessment of social isolation in community-dwelling older adults: a scoping review. BioMedical Engineering OnLine 2023;22(1) View
  5. Qirtas M, Zafeiridi E, Pesch D, White Bantry E, O'Driscoll C, Niemitz L, Murphy S, Cheemarla V, Meyer M, Taylor D, Cluzel G. Detecting loneliness in people using technology. The Boolean: Snapshots of Doctoral Research at University College Cork 2022;VI(1):97 View
  6. Jafarlou S, Lai J, Azimi I, Mousavi Z, Labbaf S, Jain R, Dutt N, Borelli J, Rahmani A. Objective Prediction of Next-Day’s Affect Using Multimodal Physiological and Behavioral Data: Algorithm Development and Validation Study. JMIR Formative Research 2023;7:e39425 View
  7. Rees J, Liu W, Ourselin S, Shi Y, Probst F, Antonelli M, Tinker A, Matcham F. Understanding the psychological experiences of loneliness in later life: qualitative protocol to inform technology development. BMJ Open 2023;13(6):e072420 View
  8. Qirtas M, White E, Zafeiridi E, Pesch D. Personalizing Loneliness Detection Through Behavioral Grouping of Passive Sensing Data From College Students. IEEE Access 2023;11:88841 View
  9. Dhelim S, Chen L, Das S, Ning H, Nugent C, Leavey G, Pesch D, Bantry-White E, Burns D. Detecting Mental Distresses Using Social Behavior Analysis in the Context of COVID-19: A Survey. ACM Computing Surveys 2023;55(14s):1 View
  10. Babichenko D, Radovic A, Patel R, Hester A, Powell K, Eggers N, Happe D. Evaluating the Feasibility of a Multiplayer Role-Playing Game as a Behavioral Health Intervention in Adolescent Patients With Chronic Physical or Mental Conditions: Protocol for a Cohort Study. JMIR Research Protocols 2023;12:e43987 View
  11. Lim S, Kim C, Cho B, Choi S, Lee H, Jang D. Investigation of daily patterns for smartphone keystroke dynamics based on loneliness and social isolation. Biomedical Engineering Letters 2024;14(2):235 View
  12. Sandhu M, Silvera-Tawil D, Borges P, Zhang Q, Kusy B. Internet of robotic things for independent living: Critical analysis and future directions. Internet of Things 2024;25:101120 View
  13. Hughes G, Moore L, Hennessy M, Sandset T, Jentoft E, Haldar M. What kind of a problem is loneliness? Representations of connectedness and participation from a study of telepresence technologies in the UK. Frontiers in Digital Health 2024;6 View
  14. Moran E, Shapiro M, Culbreth A, Nepal S, Ben-Zeev D, Campbell A, Barch D. Loneliness in the Daily Lives of People With Mood and Psychotic Disorders. Schizophrenia Bulletin 2024;50(3):557 View
  15. Dreier M, Boyd S, Jorgensen S, Merai R, Fedor J, Durica K, Low C, Hamilton J. Adolescents’ daily social media use and mood during the COVID-19 lockdown period. Current Research in Ecological and Social Psychology 2024;7:100196 View
  16. Horgan S, Prorok J, Conn D, Checkland C, Saunders J, Watson-Borg B, Tinley L. Can ‘What Is Known’ about Social Isolation and Loneliness Interventions Sufficiently Inform the Clinical Practice of Health Care and Social Service Professionals Who Work with Older Adults? Exploring Knowledge-to-Practice Gaps. Healthcare 2024;12(11):1111 View
  17. Jafarlou S, Azimi I, Lai J, Wang Y, Labbaf S, Nguyen B, Qureshi H, Marcotullio C, Borelli J, Dutt N, Rahmani A, Chang L. Objective monitoring of loneliness levels using smart devices: A multi-device approach for mental health applications. PLOS ONE 2024;19(6):e0298949 View
  18. Gorczynski P, Aron C, Reardon C. Loneliness and Emotional Blunting in Elite Sport. Advances in Psychiatry and Behavioral Health 2024 View

Books/Policy Documents

  1. Sandhu M, Khalifa S, Portmann M, Jurdak R. Self-Powered Internet of Things. View