Evidence-based team intervention to reduce diagnostic errors in anaemia and CKD diagnoses in primary care: protocol

Zhanna Novikov1, Nikhilesh Mehra2, Xiao Li3

  • 1School of Public Health, UTHealth Houston, Houston, Texas, USA zhanna.novikov@uth.tmc.edu.

BMJ Open
|February 5, 2026
PubMed

Insights

This study evaluates a team-based intervention to reduce diagnostic errors in primary care for abnormal haemoglobin and eGFR results. The goal is to improve diagnostic safety and efficiency for patients with critical conditions.

Area of Science:

  • Primary Care Medicine
  • Diagnostic Safety
  • Health Services Research

Background:

  • Diagnostic errors in primary care are prevalent, especially with abnormal haemoglobin (Hgb) and estimated glomerular filtration rate (eGFR) results.
  • These errors often lead to delayed diagnoses of serious conditions like anaemia and chronic kidney disease.
  • A novel team-based intervention protocol is proposed to enhance diagnostic safety and efficiency.

Purpose of the Study:

  • To evaluate a novel, evidence-based, team-based intervention designed to improve diagnostic safety and efficiency in primary care.
  • To assess the impact of the intervention on the timely and accurate diagnosis of conditions related to abnormal Hgb and eGFR.
  • To explore implementation metrics, cost-effectiveness, and patient activation.

Main Methods:

  • A stepped-wedge cluster randomised controlled trial across 12 University of Texas Physicians primary care clinics.
  • Inclusion of adult patients (≥18 years) with newly identified abnormal Hgb or eGFR results.
  • Intervention components include automated result tracking, nurse navigators, and clinical pathologist guidance.

Main Results:

  • Primary outcome: diagnostic safety, measured by the proportion of patients correctly diagnosed within 6 months.
  • Secondary outcomes: diagnostic efficiency, appropriate test utilization, cost-effectiveness, patient activation, and implementation metrics.
  • Mixed-methods evaluation to explore implementation barriers and facilitators.

Conclusions:

  • The study protocol outlines a rigorous trial to address critical diagnostic errors in primary care.
  • Findings are expected to inform potential system-wide implementation of the intervention.
  • Dissemination through publications and presentations will share results with the scientific community and healthcare leadership.
Abstract

Related Concept Videos

Interdisciplinary Care: The Health Care Team-I01:21

Interdisciplinary Care: The Health Care Team-I

An interdisciplinary team includes many healthcare professionals working together and utilizing their skills, knowledge, and expertise to provide holistic and quality patient care.
Physicians
The physician's primary responsibility is to diagnose illness and direct the medical or surgical treatment of the condition. The authority to admit patients to a healthcare agency or institution and practice care within that setting is granted to physicians by the healthcare agency or institution...
2.7K
Interdisciplinary Care: The Health Care Team-II01:18

Interdisciplinary Care: The Health Care Team-II

An interdisciplinary team includes many healthcare professionals working together and utilizing their skills, knowledge, and expertise to provide holistic and quality patient care. Here are a few more healthcare professionals.
Physical Therapist
A physical therapist (PT) aims to restore function or prevent additional impairment in a patient following an injury or disease. Massage, heat, cold, water, sonar waves, exercises, and electrical stimulation are some treatments used by PTs to treat...
2.3K
Tracheostomy Care I: Pre-procedural Steps01:16

Tracheostomy Care I: Pre-procedural Steps

A tracheostomy is a surgical technique that involves making an incision in the neck to provide access to the trachea. It is frequently used in medical conditions such as airway obstruction and prolonged mechanical ventilation. Effective nursing management is crucial for the long-term success of a tracheostomy.
Required Equipment
The equipment necessary for tracheostomy care includes:
1.2K
Community Based Intervention01:30

Community Based Intervention

Community-based interventions in mental health represent a paradigm shift from institution-centered care to treatments embedded within the fabric of local communities. By prioritizing inclusion and leveraging existing societal structures, this approach fosters a supportive environment conducive to addressing mental health challenges while promoting individual dignity and agency.
Foundations of Community Mental Health Programs
Central to the success of community-based interventions is the...
483
The Evidence for Evolution02:55

The Evidence for Evolution

Genetic variations accumulating within populations over generations give rise to biological evolution. Evolutionary changes can result in the formation of novel varieties and entire new species. These changes are responsible for the diverse forms of life inhabiting the planet. The evidence for evolution suggests that all living organisms descended from common ancestors.
48.3K
Varicose Veins II: Diagnostic Studies and Interprofessional Care01:26

Varicose Veins II: Diagnostic Studies and Interprofessional Care

Varicose veins, or varicosities, develop when the valves in the veins, which control blood flow, weaken or damage. It causes blood to pool and the veins to enlarge. Understanding the clinical manifestations, diagnostic approaches, and management options for varicose veins is crucial for effective treatment and relief.Clinical manifestationsClinical manifestations of varicose veins include a heavy, achy feeling or pain after prolonged standing or sitting. This discomfort can often be relieved by...
224