Related Experiment Video
Updated: Aug 17, 2025

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Actual timing versus GPs' perceptions of optimal timing of advance care planning: a mixed-methods health record-based
Willemijn Tros1, Jenny T van der Steen2,3, Janine Liefers4
1Department of Public Health and Primary Care, Leiden University Medical Center (LUMC), Leiden, the Netherlands. w.tros@lumc.nl.
Background:
Timely initiation of advance care planning (ACP) in general practice is challenging, especially in patients with non-malignant conditions. Our aim was to investigate how perceived optimal timing of ACP initiation and its triggers relate to recorded actual timing in patients with cancer, organ failure, or multimorbidity.
Methods:
In this mixed-methods study in the Netherlands, we analysed health records selected from a database with primary care routine data and with a recorded ACP conversation in the last two years before death of patients who died with cancer, organ failure, or multimorbidity. We compared actual timing of ACP initiation as recorded in health records of 51 patients with the perceived optimal timing as determined by 83 independent GPs who studied these records. Further, to identify and compare triggers for GPs to initiate ACP, we analysed the health record documentation around the moments of the recorded actual timing of ACP initiation and the perceived optimal timing of ACP initiation. We combined quantitative descriptive statistics with qualitative content analysis.
Results:
The recorded actual timing of ACP initiation was significantly closer to death than the perceived optimal timing in patients with cancer (median 88 vs. 111 days before death (p = 0.049)), organ failure (227 vs. 306 days before death (p = 0.02)) and multimorbidity (113 vs. 338 days before death (p = 0.006)). Triggers for recorded actual versus perceived optimal timing were similar across the three groups, the most frequent being 'expressions of patients' reflections or wishes' (14% and 14% respectively) and 'appropriate setting' (10% and 13% respectively).
Conclusion:
ACP in general practice was initiated and recorded later in the illness trajectory than considered optimal, especially in patients with organ failure or multimorbidity. As triggers were similar for recorded actual and perceived optimal timing, we recommend that GPs initiate ACP shortly after a trigger is noticed the first time, rather than wait for additional or more evident triggers when the illness is in an advanced stage.
More Related Videos
Related Concept Videos
Planning Nursing Care I
Nursing Assessment
The nurse collects all aspects of the patient's health in the initial assessment, establishing priorities for ongoing focused assessments...
Comparing the Survival Analysis of Two or More Groups
Ethical Dilemmas II
Assumptions of Survival Analysis

