Related Experiment Video
Updated: May 19, 2026

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Challenges in validating quality of care data in a schizophrenia registry: experience from the Danish National
Charlotte Gjørup Pedersen1, Jaimie L Gradus, Søren Paaske Johnsen
1Department South, Aalborg Psychiatric Hospital, Aalborg, Denmark.
Background:
Improvement of quality of care for psychiatric patients is a key objective of health care systems worldwide. Consequently, there is an increasing interest in documenting quality of care; however, little is known about the validity of the available data on psychiatric care.
Objective:
To assess the validity of process of care data recorded in the Danish National Indicator Project (DNIP), a national population-based registry containing quality of care data of patients diagnosed with schizophrenia in Denmark.
Methods:
A random sample of 1% of patients with schizophrenia registered in the DNIP between 2004 and 2009 (111 inpatient and 85 outpatient) was identified for validation. Medical records for these patients, which were used as the gold standard, were retrieved and reviewed for information on the processes of care received. Agreement between the data in the DNIP and the medical records were assessed by computing sensitivity, specificity, and positive and negative predictive values.
Results:
The agreement between the recorded processes of care in the DNIP and in the medical records varied substantially across the individual process of care variables. However, a collection of the processes of care demonstrated a high agreement (80% or more) between data in the DNIP and the medical records, according to all examined aspects of data validity (sensitivity, specificity, and positive and negative predictive values). The medical records contained varying levels of missing information regarding the processes of care, from 1% for antipsychotic medication prescription to 54% for psychoeducation.
Conclusion:
Current documentation practices in Danish psychiatric hospitals appear to be inconsistent and may preclude the use of psychiatric medical records as the gold standard when validating registry data.
Related Concept Videos
Data Validation
Nursing assessment guides are generally based on holistic models rather than medical...
Documentation of Nursing Diagnosis
In some settings, data-driven computerized decision support systems are in place, allowing for more accurate nursing diagnoses. The database within one of these systems includes diagnostic labels defining characteristics, activities, and indicators for nursing. A nurse enters assessment...
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Data Reporting and Recording
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic illness...
Purpose of Health Records I
Here's a breakdown of how health records serve these purposes:
