Common Data Elements Regarding Social Determinants of Health in Pediatric Epilepsy Research: A Concept Mapping Study

Laura Kirkpatrick1, Chethan K Rao2, Christopher W Beatty3

  • 1Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.

Pediatric Neurology
|February 23, 2025
PubMed

Insights

Researchers developed standardized data elements for pediatric epilepsy research to address social determinants of health and evaluate health disparities. This work aims to improve data collection and analysis for better health equity outcomes.

Area of Science:

  • Pediatric Health Research
  • Health Equity Studies
  • Data Standardization

Background:

  • The Pediatric Epilepsy Research Consortium (PERC) Health Equity Special Interest Group (SIG) initiated a project to develop Common Data Elements (CDE) focused on social determinants of health.
  • The goal was to standardize data collection for a more robust evaluation of health disparities in pediatric epilepsy research.

Purpose of the Study:

  • To develop a consensus-driven set of Common Data Elements (CDE) for measuring social determinants of health in pediatric epilepsy research.
  • To prioritize factors for data collection based on importance and ease of measurement.

Main Methods:

  • Concept Mapping, a participatory mixed-method approach, was employed.
  • Participants identified, sorted, and rated social factors relevant to pediatric epilepsy.
  • Multidimensional scaling, cluster analysis, and bivariate scatterplots were used for data analysis and prioritization.

Main Results:

  • 110 candidate factors were generated by 81 PERC members.
  • Factors were categorized into five clusters: Household and Neighborhood Resources, Family Context, Individual Demographics, Healthcare Experiences, and School.
  • A final set of 42 CDE was established, prioritizing factors rated as highly important and easily measurable.

Conclusions:

  • The developed CDE set will facilitate systematic analyses of health disparities in pediatric epilepsy.
  • Standardized data collection through CDE is crucial for advancing health equity in this population.
Abstract

Related Concept Videos

Arteries of the Lower Limbs01:24

Arteries of the Lower Limbs

Epilepsy is a chronic neurological disease marked by recurrent, unpredictable seizures. These seizures are caused by abnormal electrical discharges in the brain, leading to behavior, sensation, or consciousness alterations. They can also cause transient impairment of awareness, interfering with daily activities.
Various factors can trigger epilepsy, including genetic factors, brain damage, metabolic causes, and unknown etiology. Diagnosis of epilepsy involves electroencephalography (EEG), which...
176
Causality in Epidemiology01:21

Causality in Epidemiology

Causality or causation is a fundamental concept in epidemiology, vital for understanding the relationships between various factors and health outcomes. Despite its importance, there's no single, universally accepted definition of causality within the discipline. Drawing from a systematic review, causality in epidemiology encompasses several definitions, including production, necessary and sufficient, sufficient-component, counterfactual, and probabilistic models. Each has its strengths and...
242
Seizures: Classification01:13

Seizures: Classification

Epilepsy is primarily characterized by unpredictable seizures, either provoked by an identifiable factor, such as injury or illness, or unprovoked, occurring spontaneously without apparent cause.
Seizures are typically classified into two main categories: focal and generalized seizures.
Focal Seizures
Focal seizures originate from specific regions of the brain. These seizures are further sub-classified into two types:
297