title: To track or not to track: user reactions to concepts in longitudinal health monitoring.
abstract: BACKGROUND
  Advances in ubiquitous computing, smart homes, and sensor technologies enable novel, longitudinal health monitoring applications in the home. Many home monitoring technologies have been proposed to detect health crises, support aging-in-place, and improve medical care. Health professionals and potential end users in the lay public, however, sometimes question whether home health monitoring is justified given the cost and potential invasion of privacy.
  
  
  OBJECTIVE
  The aim of the study was to elicit specific feedback from health professionals and laypeople about how they might use longitudinal health monitoring data for proactive health and well-being.
  
  
  METHODS
  Interviews were conducted with 8 health professionals and 26 laypeople. Participants were asked to evaluate mock data visualization displays that could be generated by novel home monitoring systems. The mock displays were used to elicit reactions to longitudinal monitoring in the home setting as well as what behaviors, events, and physiological indicators people were interested in tracking.
  
  
  RESULTS
  Based on the qualitative data provided by the interviews, lists of benefits of and concerns about health tracking from the perspectives of the practitioners and laypeople were compiled. Variables of particular interest to the interviewees, as well as their specific ideas for applications of collected data, were documented.
  
  
  CONCLUSIONS
  Based upon these interviews, we recommend that ubiquitous "monitoring" systems may be more readily adopted if they are developed as tools for personalized, longitudinal self-investigation that help end users learn about the conditions and variables that impact their social, cognitive, and physical health.
authors.affiliation: House_n, Massachusetts Institute of Technology, Cambridge, MA 02142, USA. jbeaudin@mit.edu
authors.forename: Jennifer S
authors.initials: JS
authors.lastname: Beaudin
authors.forename: Stephen S
authors.initials: SS
authors.lastname: Intille
authors.forename: Margaret E
authors.initials: ME
authors.lastname: Morris
mesh_terms: D001291:Attitude of Health Personnel; D005260:Female; D006302:Health Services Research; D006699:Home Care Services / Q000458:organization & administration*; D006801:Humans; D008297:Male; D018670:Monitoring, Ambulatory / Q000379:methods*; D017060:Patient Satisfaction; D019984:Quality Indicators, Health Care; D013673:Technology Assessment, Biomedical / Q000458:organization & administration*; D017216:Telemedicine / Q000379:methods*; D014481:United States