In Bed with Technology: Challenges and Opportunities for Sleep Tracking

In recent years a variety of mobile apps, wearable technologies and embedded systems have emerged that allow individuals to track the amount and the quality of their sleep in their own beds. Despite the widespread adoption of these technologies, little is known about the challenges that current users face in tracking and analysing their sleep. Hence we conducted a qualitative study to examine the practices of current users of sleep tracking technologies and to identify challenges in current practice. Based on data collected from 5 online forums for users of sleep-tracking technologies, we identified 22 different challenges under the following 4 themes: tracking continuity, trust, data manipulation, and data interpretation. Based on these results, we propose 6 design opportunities to assist researchers and practitioners in designing sleep-tracking technologies.

[1]  P. Becker,et al.  Insomnia: prevalence, impact, pathogenesis, differential diagnosis, and evaluation. , 2006, The Psychiatric clinics of North America.

[2]  Kristina Höök,et al.  Personal informatics and HCI: design, theory, and social implications , 2011, CHI Extended Abstracts.

[3]  Ellemarije Altena,et al.  Sleep loss affects vigilance: effects of chronic insomnia and sleep therapy , 2008, Journal of sleep research.

[4]  Philipp Scholl,et al.  Towards Benchmarked Sleep Detection with Wrist-Worn Sensing Units , 2014, 2014 IEEE International Conference on Healthcare Informatics.

[5]  Victoria E. Bonnell The Uses of Theory, Concepts and Comparison in Historical Sociology , 1980, Comparative Studies in Society and History.

[6]  B. J. Fogg,et al.  Persuasive technology: using computers to change what we think and do , 2002, UBIQ.

[7]  Niyati Gupta,et al.  Sleepstellar: A Safety Kit and Digital Storyteller for Sleepwalkers , 2015, CHI Extended Abstracts.

[8]  Hans Ivers,et al.  Cognitive behavioral therapy, singly and combined with medication, for persistent insomnia: a randomized controlled trial. , 2009, JAMA.

[9]  Alireza Sahami Shirazi,et al.  Already up? using mobile phones to track & share sleep behavior , 2013, Int. J. Hum. Comput. Stud..

[10]  Sunny Consolvo,et al.  Lullaby: a capture & access system for understanding the sleep environment , 2012, UbiComp.

[11]  Jodi Forlizzi,et al.  A stage-based model of personal informatics systems , 2010, CHI.

[12]  John Zimmerman,et al.  Toss 'n' turn: smartphone as sleep and sleep quality detector , 2014, CHI.

[13]  Yutaka Arakawa,et al.  Effective napping support system by hypnagogic time estimation based on heart rate sensor , 2015, AH.

[14]  Michael W Crossley,et al.  Comparative Methods in the Social Sciences , 2006 .

[15]  Uichin Lee,et al.  Exploring UX issues in Quantified Self technologies , 2015, 2015 Eighth International Conference on Mobile Computing and Ubiquitous Networking (ICMU).

[16]  Sunny Consolvo,et al.  Opportunities for computing technologies to support healthy sleep behaviors , 2011, CHI.

[17]  Jodi Forlizzi,et al.  Understanding my data, myself: supporting self-reflection with ubicomp technologies , 2011, UbiComp '11.

[18]  Wanda Pratt,et al.  Understanding quantified-selfers' practices in collecting and exploring personal data , 2014, CHI.

[19]  Deborah Lupton,et al.  Self-tracking cultures: towards a sociology of personal informatics , 2014, OZCHI.

[20]  Jean-Yves Fourniols,et al.  Smart wearable systems: Current status and future challenges , 2012, Artif. Intell. Medicine.

[21]  Rafael A. Calvo,et al.  The irony and re-interpretation of our quantified self , 2013, OZCHI.

[22]  David W. McDonald,et al.  Activity sensing in the wild: a field trial of ubifit garden , 2008, CHI.

[23]  James A. Landay,et al.  UbiGreen: investigating a mobile tool for tracking and supporting green transportation habits , 2009, CHI.

[24]  Matthew Chalmers,et al.  Increasing the Awareness of Daily Activity Levels with Pervasive Computing , 2006, 2006 Pervasive Health Conference and Workshops.

[25]  E. Stepanski,et al.  Use of sleep hygiene in the treatment of insomnia. , 2003, Sleep medicine reviews.

[26]  C. Pollak,et al.  The role of actigraphy in the study of sleep and circadian rhythms. , 2003, Sleep.

[27]  Silvia Lindtner,et al.  Fish'n'Steps: Encouraging Physical Activity with an Interactive Computer Game , 2006, UbiComp.

[28]  Fanglin Chen,et al.  Unobtrusive sleep monitoring using smartphones , 2013, 2013 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops.

[29]  Matthew B. Miles,et al.  Qualitative Data Analysis: An Expanded Sourcebook , 1994 .

[30]  V. Braun,et al.  Using thematic analysis in psychology , 2006 .