Does a physical activity program in the nursing home impact on depressive symptoms? A generalized linear mixed-model approach

Aging Ment Health. 2018 Jun;22(6):784-793. doi: 10.1080/13607863.2017.1310804. Epub 2017 Apr 18.

Abstract

Objectives: Physical activity (PA) may counteract depressive symptoms in nursing home (NH) residents considering biological, psychological, and person-environment transactional pathways. Empirical results, however, have remained inconsistent. Addressing potential shortcomings of previous research, we examined the effect of a whole-ecology PA intervention program on NH residents' depressive symptoms using generalized linear mixed-models (GLMMs).

Method: We used longitudinal data from residents of two German NHs who were included without any pre-selection regarding physical and mental functioning (n = 163, Mage = 83.1, 53-100 years; 72% female) and assessed on four occasions each three months apart. Residents willing to participate received a 12-week PA training program. Afterwards, the training was implemented in weekly activity schedules by NH staff. We ran GLMMs to account for the highly skewed depressive symptoms outcome measure (12-item Geriatric Depression Scale-Residential) by using gamma distribution.

Results: Exercising (n = 78) and non-exercising residents (n = 85) showed a comparable level of depressive symptoms at pretest. For exercising residents, depressive symptoms stabilized between pre-, posttest, and at follow-up, whereas an increase was observed for non-exercising residents. The intervention group's stabilization in depressive symptoms was maintained at follow-up, but increased further for non-exercising residents.

Conclusion: Implementing an innovative PA intervention appears to be a promising approach to prevent the increase of NH residents' depressive symptoms. At the data-analytical level, GLMMs seem to be a promising tool for intervention research at large, because all longitudinally available data points and non-normality of outcome data can be considered.

Keywords: Nursing home; depressive symptoms; generalized linear mixed-models; multilevel models; physical activity intervention.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Aged
  • Aged, 80 and over
  • Aging*
  • Depression / rehabilitation*
  • Exercise Therapy / methods*
  • Female
  • Homes for the Aged*
  • Humans
  • Linear Models
  • Longitudinal Studies
  • Male
  • Middle Aged
  • Multilevel Analysis
  • Nursing Homes*
  • Outcome Assessment, Health Care