Related Experiment Video
Updated: May 11, 2026

A Point-of-Care Method with Integrated Decision Support Tool to Estimate Anemia at Population Level
Published on: January 19, 2024
How accurate are medical record data in Afghanistan's maternal health facilities? An observational validity study
Edward I Broughton1, Abdul Naser Ikram, Ihsanullah Sahak
1Department of Research and Evaluation, University Research Co., LLC, Bethesda, Maryland, USA.
Objectives:
Improvement activities, surveillance and research in maternal and neonatal health in Afghanistan rely heavily on medical record data. This study investigates accuracy in delivery care records from three hospitals across workshifts.
Design:
Observational cross-sectional study.
Setting:
The study was conducted in one maternity hospital, one general hospital maternity department and one provincial hospital maternity department. Researchers observed vaginal deliveries and recorded observations to later check against data recorded in patient medical records and facility registers.
Outcome Measures:
We determined the sensitivity, specificity, area under the receiver operator characteristics curves (AUROCs), proportions correctly classified and the tendency to make performance seem better than it actually was.
Results:
600 observations across the three shifts and three hospitals showed high compliance with active management of the third stage of labour, measuring blood loss and uterine contraction at 30 min, cord care, drying and wrapping newborns and Apgar scores and low compliance with monitoring vital signs. Compliance with quality indicators was high and specificity was lower than sensitivity. For adverse outcomes in birth registries, specificity was higher than sensitivity. Overall AUROCs were between 0.5 and 0.6. Of 17 variables that showed biased errors, 12 made performance or outcomes seem better than they were, and five made them look worse (71% vs 29%, p=0.143). Compliance, sensitivity and specificity varied less among the three shifts than among hospitals.
Conclusions:
Medical record accuracy was generally poor. Errors by clinicians did not appear to follow a pattern of self-enhancement of performance. Because successful improvement activities, surveillance and research in these settings are heavily reliant on collecting accurate data on processes and outcomes of care, substantial improvement is needed in medical record accuracy.
More Related Videos
06:55Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
09:33Visualizing Field Data Collection Procedures of Exposure and Biomarker Assessments for the Household Air Pollution Intervention Network Trial in India
Published on: December 23, 2022
Related Concept Videos
Purpose of Health Records I
Here's a breakdown of how health records serve these purposes:
Data Reporting and Recording
Data Validation
Nursing assessment guides are generally based on holistic models rather than medical...
Purpose of Health Records II
Introduction to Documentation and Reporting
Nursing documentation records essential information and details regarding a patient's care and treatment in written or electronic form. It is a critical aspect of nursing practice that involves documenting assessments, interventions, outcomes, and other relevant details about a patient's health status.
Documentation maps the patient's health journey by creating a comprehensive and precise...
Errors occurring during blood pressure monitoring
Several factors...