Related Experiment Video
Updated: Feb 28, 2026

Using Visual and Narrative Methods to Achieve Fair Process in Clinical Care
Published on: February 16, 2011
Four Groups of Advance Care Planning Engagement Among Older People: A Latent Class Analysis
MSc Tessa D Bergman1, Dr H Roeline W Pasman1, Dr Annicka G M van der Plas1
1Department of Public and Occupational Health (T.D.B., H.R.W.P., A.G.M.V.D.P., B.D.O.P.), Amsterdam Public Health Research Institute, Expertise Centre for Palliative Care, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Context:
Advance care planning (ACP) enables older people to discuss their preferences for future care with family/friends, with healthcare professionals, and to document their preferences. However, little is known about which combinations of ACP actions commonly co-occur. Understanding such groups can help tailor ACP interventions effectively.
Objectives:
To examine whether meaningful groups exist among older people based on ACP engagement, and to further assess the groups' demographic, health and care-related characteristics, as well as future preferences and concerns.
Methods:
A cross-sectional study in a nationwide sample of 1242 Dutch older people aged 65 years and older (response rate: 93.2%) was conducted. A Latent Class Analysis was performed using 21 items: three ACP actions (discussions with family/friends, with healthcare professionals, and documentation) across seven topics about place of care and end-of-life decisions. Also, descriptive statistics and chi-square tests were performed.
Results:
Four latent classes were identified: 1) Inactive ACP group (60%)-low engagement in ACP; 2) Relatives-oriented (28%)-engagement in discussions with family/friends but limited for healthcare professionals or documentation; 3) Documentation-oriented (7%)-documented end-of-life decisions, but limited to no engagement with family/friends and healthcare professionals; and 4) Comprehensive (5%)- moderate engagement across all actions. Individuals in the comprehensive ACP group more often reported (very) poor health, compared to others. The Inactive ACP group was more often religious and less often highly educated.
Conclusion:
ACP engagement among older people is heterogeneous and can be categorized into four distinct groups. Educational interventions are needed to raise awareness and encourage ACP engagement (for specific actions).
More Related Videos
11:21Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
Published on: July 27, 2018
12:18A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Related Concept Videos
Longitudinal Research
Planning Nursing Care I
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Comparing the Survival Analysis of Two or More Groups
Planning Nursing Care II
Continuing Care