Identifying social participation subgroups of individuals with severe mental illnesses: A latent class analysis

S. A. Sanches*, W. E. Swildens, J. T. van Busschbach , J. van Weeghel

*Corresponding author for this work

Research output: Contribution to journalArticleScientificpeer-review

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Abstract

Purpose
To investigate factors that influence participation in and needs for work and other daytime activities among individuals with severe mental illnesses (SMI).

Methods
A latent class analysis using routine outcome monitoring data from 1069 patients was conducted to investigate whether subgroups of individuals with SMI can be distinguished based on participation in work or other daytime activities, needs for care in these areas, and the differences between these subgroups.

Results
Four subgroups could be distinguished: (1) an inactive group without daytime activities or paid employment and many needs for care in these areas; (2) a moderately active group with some daytime activities, no paid employment, and few needs for care; (3) an active group with more daytime activities, no paid employment, and mainly met needs for care; and (4) a group engaged in paid employment without needs for care in this area. Groups differed significantly from each other in age, duration in MHC, living situation, educational level, having a life partner or not, needs for care regarding social contacts, quality of life, psychosocial functioning, and psychiatric symptoms. Differences were not found for clinical diagnosis or gender.

Conclusions
Among individuals with SMI, different subgroups can be distinguished based on employment situation, daytime activities, and needs for care in these areas. Subgroups differ from each other on patient characteristics and each subgroup poses specific challenges, underlining the need for tailored rehabilitation interventions. Special attention is needed for individuals who are involuntarily inactive, with severe psychiatric symptoms and problems in psychosocial functioning.
Original languageEnglish
Pages (from-to)1067-1077
JournalSocial Psychiatry and Psychiatric Epidemiology
Volume54
Issue number9
DOIs
Publication statusPublished - 2019

Keywords

  • ASSERTIVE COMMUNITY TREATMENT
  • CAMBERWELL ASSESSMENT
  • EMPLOYMENT
  • HEALTH
  • Latent class analysis
  • MANCHESTER SHORT ASSESSMENT
  • PEOPLE
  • Paid employment and daytime activities
  • QUALITY-OF-LIFE
  • RANDOMIZED CONTROLLED-TRIAL
  • Routine outcome monitoring
  • Severe mental illnesses
  • Social participation
  • TIME USE
  • WORK

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