Subgrouping Poor Sleep Quality in Community-Dwelling Older Adults with Latent Class Analysis - The Yilan Study, Taiwan
Journal
Scientific reports
Journal Volume
10
Journal Issue
1
Date Issued
2020-03-25
Author(s)
Abstract
The manifestation of older adults with poor sleep quality is heterogeneous. Using data-driven classifying methods, the study aims to subgroup community-dwelling older adults with poor sleep quality. Adults aged 65 and older participated in the Yilan study. Poor sleep quality was defined using the Pittsburgh Sleep Quality Index. Latent class analysis with the 7 subscores of the Pittsburgh Sleep Quality Index as the indicators was used to generate empirical subgroups. Differences in comorbidity patterns between subgroups were compared. A total of 2622 individuals, of which 1011 (38.6%) had Pittsburgh Sleep Quality Index -defined poor sleep quality, participated. Three groups for poor sleep quality were specified in the latent class analysis: High Insomnia (n = 191, 7.3%), Mild Insomnia (n = 574, 21.9%), and High Hypnotics (n = 246, 9.4%). The High Insomnia and Mild Insomnia groups shared similar profiles but different severities in the 7 domains of the Pittsburgh Sleep Quality Index. In contrast, the High Hypnotics group had the lowest Pittsburgh Sleep Quality Index total scores and insomnia severity but had similar mental and physical comorbid patterns as the High Insomnia group. This finding suggests that poor sleep quality in community-dwelling older adults had various feature-based subgroups. It also implicates the development of group-centered interventions.
SDGs
Other Subjects
hypnotic sedative agent; aged; aging; comorbidity; drug utilization; female; human; independent living; insomnia; latent class analysis; male; pathophysiology; severity of illness index; Taiwan; very elderly; Aged; Aged, 80 and over; Aging; Comorbidity; Drug Utilization; Female; Humans; Hypnotics and Sedatives; Independent Living; Latent Class Analysis; Male; Severity of Illness Index; Sleep Initiation and Maintenance Disorders; Taiwan