DEMONS: An integrated framework for examining associations between physiology and self-reported affect tied to depressive symptoms

UbiComp 2016 Adjunct - Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing

Volumn , Issue , 2016, Pages 1139-1143

  Chow, Philip ^a   Fua, Karl ^a   Bonelli, Wesley ^b   Teachman, Bethany A ^a   Huang, Yu ^b   Barnes, Laura E ^a  

^a UNIVERSITY OF VIRGINIA   (United States)

^b University of Virginia   (United States)

Author keywords

Depression; Ecological momentary assessment; Mobile health; Smartphone sensing

Indexed keywords

MOBILE DEVICES; PHYSIOLOGY; SIGNAL ENCODING; SMARTPHONES; STUDENTS;

DEPRESSION; ECOLOGICAL MOMENTARY ASSESSMENT; HEART RATE VARIABILITY; INTEGRATED FRAMEWORKS; MOBILE HEALTH; SELF REPORTED AFFECT; SMART-PHONE APPLICATIONS; SMARTPHONE SENSING;

UBIQUITOUS COMPUTING;

EID: 84991045321     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2968219.2968300     Document Type: Conference Paper

References (8)

1. Michelle Nicole Burns, Mark Begale, Jennifer Duffecy, Darren Gergle, Chris J Karr, Emily Giangrande, and David C Mohr. 2011. Harnessing context sensing to develop a mobile intervention for depression. Journal of medical Internet research 13, 3 (2011).
2. Nathan Eagle and Alex Pentland. 2006. Reality mining: sensing complex social systems. Personal and ubiquitous computing 10, 4 (2006), 255-268.
3. Agnes Gruenerbl, Venet Osmani, Gernot Bahle, Jose C Carrasco, Stefan Oehler, Oscar Mayora, Christian Haring, and Paul Lukowicz. 2014. Using smart phone mobility traces for the diagnosis of depressive and manic episodes in bipolar patients. In Proceedings of the 5th Augmented Human International Conference. ACM, 38.
4. Andrew H Kemp, Daniel S Quintana, Marcus A Gray, Kim L Felmingham, Kerri Brown, and Justine M Gatt. 2010. Impact of depression and antidepressant treatment on heart rate variability: A review and meta-Analysis. Biological psychiatry 67, 11 (2010), 1067-1074.
5. Peter F Lovibond and Sydney H Lovibond. 1995. The structure of negative emotional states: Comparison of the Depression Anxiety Stress Scales (DASS) with the Beck Depression and Anxiety Inventories. Behaviour research and therapy 33, 3 (1995), 335-343.
6. Sohrab Saeb, Mi Zhang, Christopher J Karr, Stephen M Schueller, Marya E Corden, Konrad P Kording, and David C Mohr. 2015. Mobile Phone Sensor Correlates of Depressive Symptom Severity in Daily-Life Behavior: An Exploratory Study. Journal of medical Internet research 17, 7 (2015).
7. Rui Wang, Fanglin Chen, Zhenyu Chen, Tianxing Li, Gabriella Harari, Stefanie Tignor, Xia Zhou, Dror Ben-Zeev, and Andrew T Campbell. 2014. StudentLife: Assessing mental health, academic performance and behavioral trends of college students using smartphones. In Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing. ACM, 3-14.
8. M Wichers, F Peeters, N Geschwind, N Jacobs, CJP Simons, Cathérine Derom, E Thiery, PH Delespaul, and J Van Os. 2010. Unveiling patterns of affective responses in daily life may improve outcome prediction in depression: A momentary assessment study. Journal of affective disorders 124, 1 (2010), 191-195.