Self-reported activity restriction is an established correlate of depression in dementia caregivers (dCGs). It is plausible that the daily distribution of objectively measured activity is also altered in dCGs with depression symptoms; if so, such activity characteristics could provide a passively measurable marker of depression or specific times to target preventive interventions. We therefore investigated how levels of activity throughout the day differed in dCGs with and without depression symptoms, then tested whether any such differences predicted changes in symptoms 6 months later.

We examined 56 dCGs (mean age = 71, standard deviation (SD) = 6.7; 68% female) and used clustering to identify subgroups which had distinct depression symptom levels, leveraging baseline Center for Epidemiologic Studies of Depression Scale–Revised Edition and Patient Health Questionnaire-9 (PHQ-9) measures, as well as a PHQ-9 score from 6 months later. Using wrist activity (mean recording length = 12.9 days, minimum = 6 days), we calculated average hourly activity levels and then assessed when activity levels relate to depression symptoms and changes in symptoms 6 months later.

Clustering identified subgroups characterized by: (1) no/minimal symptoms (36%) and (2) depression symptoms (64%). After multiple comparison correction, the group of dCGs with depression symptoms was less active from 8 to 10 AM (Cohen’s d ≤ −0.9). These morning activity levels predicted the degree of symptom change on the PHQ-9 6 months later (per SD unit β = −0.8, 95% confidence interval: −1.6, −0.1, p = 0.03) independent of self-reported activity restriction and other key factors.

These novel findings suggest that morning activity may protect dCGs from depression symptoms. Future studies should test whether helping dCGs get active in the morning influences the other features of depression in this population (i.e. insomnia, intrusive thoughts, and perceived activity restriction).

Chronic pain is likely to lead to depressive symptoms, but the nature of this relationship is not completely clear. The aim of the present study is to analyze the role of activity restriction in the pain-depression relationship in older people, and to test the hypothesis that this role is more relevant in community-dwelling older people than in nursing home residents.

Depressive symptoms, pain intensity, and activity restriction were measured in a sample of 208 older adults with osteoarthritis, 102 living in nursing homes (NH), and 106 in the community. Analyses were carried out using moderation and moderated mediation analyses approach, treating activity restriction as a confounder.

Results showed a significant confounding effect of activity restriction, interaction effect between pain intensity and activity restriction on depression, and modifying effect of pain intensity on depression by adding activity restriction into the model. These results suggest a potential mediating and moderating effects of activity restriction. Moreover, analyses suggest that, surprisingly, the strength of the mediation could be higher in nursing homes.

Overall, it may be that what is really important to emotional well-being is not so much pain itself, but rather the way in which the pain alters older people's lives. The greater strength of the mediation in NH might be understood within the scope of self-determination theory. Generally speaking, the NH context has been considered as a coercive setting, promoting non-autonomous orientation. In this context, when events are objectively coercive, people may lack perceived autonomy and hence be at greater risk of depression.