A method to identify pediatric high-risk diagnoses missed in the emergency department

Melissa Sundberg1, Catherine O Perron2, Amir Kimia2

  • 1Boston Children's Hospital, Division of Emergency Medicine, 300 Longwood Ave, Boston, MA 02115, USA.

Insights

A new computer tool helps find diagnostic errors in pediatric care by comparing emergency room and hospital discharge diagnoses. This process identified discrepancies in 3.1% of high-risk cases, improving diagnostic accuracy.

Area of Science:

  • Pediatric emergency medicine
  • Health informatics
  • Diagnostic accuracy

Background:

  • Diagnostic errors increase patient harm and healthcare costs.
  • The National Academy of Medicine emphasizes innovative electronic approaches to reduce diagnostic errors.
  • Missed or delayed diagnoses in pediatrics require urgent attention.

Purpose of the Study:

  • To develop a process for detecting diagnostic discrepancies between pediatric emergency department (ED) and inpatient discharge diagnoses.
  • To utilize a computer-based tool to facilitate expert review of potential diagnostic errors.
  • To improve diagnostic accuracy in pediatric emergency care.

Main Methods:

  • Identified 10 high-risk pediatric diagnoses based on literature and expert opinion.
  • Developed and applied a computerized tool to link ED encounters with hospital discharge diagnoses.
  • Pediatric emergency medicine experts manually reviewed discordant cases for confirmation.

Main Results:

  • The tool screened 55,233 ED encounters over 5 years, identifying 2161 (3.9%) with high-risk diagnoses.
  • Expert review confirmed diagnostic discordance in 67 (3.1%) of these cases.
  • Kawasaki disease and pancreatitis were the most frequent discordant diagnoses.

Conclusions:

  • A semi-automated process was successfully developed to screen hospital encounters for diagnostic discrepancies in pediatric conditions.
  • This method can identify potential diagnostic errors, informing improvements in ED diagnostic accuracy.
  • The tool offers a valuable approach for quality improvement in pediatric healthcare.
Abstract

Related Concept Videos

Emerging Adulthood01:27

Emerging Adulthood

Jeffrey Arnett's concept of emerging adulthood offers a framework to understand the unique developmental stage between adolescence and full-fledged adulthood, generally from ages 18 to 25. This period is marked by extensive exploration and shifts in identity, relationships, and career choices, a process known in psychology as role experimentation. Emerging adulthood reflects the evolving cultural expectations surrounding adulthood and the dynamic process of personal transformation during...
718
Diagnosing Acidosis and Alkalosis01:24

Diagnosing Acidosis and Alkalosis

Diagnosing acid-base imbalances involves systematically analyzing arterial blood samples, focusing on three key measurements: pH, bicarbonate (HCO3−) concentration, and carbon dioxide partial pressure (PCO2). This analysis follows a four-step process that helps identify the imbalance's underlying cause and nature.
First, the pH level is assessed to determine whether the blood pH is normal (7.35–7.45), low (acidosis), or high (alkalosis).
Next, the PCO2  and...
1.3K
Relative Risk01:12

Relative Risk

Relative risk (RR) is a statistical measure commonly used in epidemiology to compare the likelihood of a particular event occurring between two groups. This metric is important for evaluating the relationship between exposure to a specific risk factor and the probability of a particular outcome. It plays a crucial role in medical research, public health studies, and risk assessment. Relative risk quantifies how much more (or less) likely an event is to occur in an exposed group compared to an...
2.2K
Introduction Cardiac Emergencies01:30

Introduction Cardiac Emergencies

Cardiac emergencies are critical situations involving the heart that require immediate medical intervention to prevent severe complications or death. These emergencies often arise from underlying heart conditions that impair the heart's ability to function correctly.Types of Cardiac EmergenciesThe most common types of cardiac emergencies include Acute Coronary Syndrome (ACS), myocardial infarction (MI), cardiac arrest, and heart failure.Acute Coronary Syndrome (ACS)Acute Coronary Syndrome (ACS)...
376
Factors Affecting the Risk of Infection01:26

Factors Affecting the Risk of Infection

The hosts' susceptibility to infection depends on several factors. The integrity of the skin and mucous membranes helps protect the body against microbial attacks. When the skin is altered, the chance of infection, limb loss, and even death increases.
The integrity and count of the white blood cells help the body resist pathogens and fight infection. When impaired, it reduces the body's resistance to pathogens. The acidic pH levels of the gastrointestinal, genitourinary tracts, and skin...
13.7K
Pharmacokinetics in Pediatric Patients: Drug Excretion01:26

Pharmacokinetics in Pediatric Patients: Drug Excretion

In pediatric medicine, understanding the renal function and drug elimination nuances is crucial for administering safe and effective treatments. Newborns, in particular, display markedly slower renal functions than adults, profoundly affecting how drugs are cleared from their bodies. This slower drug clearance requires clinicians to extend the dosing intervals for many medications to prevent drug accumulation and toxicity while ensuring therapeutic efficacy.One key area where these adjustments...
274