Related Experiment Video
Updated: May 2, 2026

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
Published on: July 27, 2018
Associations between observed in-home behaviors and self-reported low mood in community-dwelling older adults
Stephen M Thielke1, Nora C Mattek, Tamara L Hayes
1Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington; Geriatric Research Education and Clinical Center, Seattle Veterans Affairs Medical Center, Seattle, Washington.
Objectives:
To ascertain the association between self-report of low mood and unobtrusively measured behaviors (walking speed, time out of residence, frequency of room transitions, and computer use) in community-dwelling older adults using novel monitoring technologies.
Design:
Longitudinal cohort study of older adults whose homes were outfitted with activity sensors. Participants completed Internet-based weekly health questionnaires with questions about mood.
Setting:
Apartments and homes of older adults living in the Portland, Oregon, metropolitan area.
Participants:
Adults, average age 84, followed for an average of 3.7 years (n = 157).
Measurements:
Mood was assessed according to self-report each week. Walking speed, time spent out of residence, and room transitions were estimated using data from sensors; computer use was measured by timing actual use. The association between global or weekly low mood and the four behavior measures was ascertained, adjusting for baseline characteristics.
Results:
Eighteen thousand nine hundred sixty weekly observations of mood were analyzed; 2.6% involved low mood. Individuals who reported low mood more often had no average differences in any behavior parameters from those who reported low mood less often. During weeks when they reported low mood, participants spent significantly less time out of residence and on the computer but showed no change in walking speed or room transitions.
Conclusion:
Low mood in these community-dwelling older adults involved going out of the house less and using the computer less but no consistent changes in movements. Technologies to monitor in-home behavior may have potential for research and clinical care.
Related Concept Videos
Social Relationships and Well-Being
Self-Discrepancy and Its Effects
Traits, Mood, and Subjective Wellbeing
Neuroticism and...
Importance of Need for Affiliation
Strategies of Self-Presentation III: Self-Monitoring

