Using State Administrative Data to Identify Social Complexity Risk Factors for Children

Kimberly C Arthur1, Barbara A Lucenko2, Irina V Sharkova2

  • 1Seattle Children's Research Institute, Seattle, Washington kimberly.arthur@seattlechildrens.org.

Annals of Family Medicine
|January 10, 2018
PubMed

Insights

State administrative data can identify social complexity risk factors linked to increased emergency department (ED) use in children. More risk factors correlated with higher ED visit rates, suggesting potential for targeted interventions.

Area of Science:

  • Public Health
  • Health Services Research
  • Pediatric Health

Background:

  • Screening for social determinants of health (SDOH) is crucial for improving child health outcomes but presents challenges.
  • Identifying social complexity risk factors is essential for optimizing healthcare utilization in pediatric populations.

Purpose of the Study:

  • To assess the feasibility of using integrated state administrative data to identify social complexity risk factors.
  • To examine the relationship between identified social complexity risk factors and emergency department (ED) use in children.

Main Methods:

  • Retrospective cohort study of 505,367 children with Washington State Medicaid coverage.
  • Linked child and parent administrative data to identify social complexity risk factors (e.g., poverty, parent mental illness).
  • Multivariate analyses were used to assess associations between risk factors and ED use rates.

Main Results:

  • Nine of 11 identified social complexity risk factors were associated with increased ED use.
  • A dose-response relationship was observed: higher numbers of risk factors correlated with higher ED visit rates.
  • Children with 5 or more risk factors had approximately double the rate of ED use compared to those with none.

Conclusions:

  • Integrated state administrative data effectively identify social complexity risk factors associated with higher ED use in Medicaid-insured children.
  • State agencies can provide social risk scores to primary care to facilitate targeted screening and resource allocation.
  • Proactive identification of social risk factors may prevent unnecessary ED visits and improve health outcomes for vulnerable children.
Abstract

Related Concept Videos

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...
13.9K
Drug Toxicity: Risk factors01:24

Drug Toxicity: Risk factors

Adverse Drug Reactions (ADRs) are potential complications that arise during pharmacotherapy, influenced by multiple risk factors. Age plays a significant role; both neonates and the elderly are at heightened risk due to their respective immature and diminished metabolic and elimination processes. Gender also impacts ADRs, with females experiencing a 1.5 to 1.7-fold greater risk than males, which may be linked to pharmacokinetic, pharmacodynamic, and hormonal differences. Notably, neonates, the...
18
Social Scripts02:10

Social Scripts

People tend to know what behavior is expected of them in specific, familiar settings. A script is a person’s knowledge about the sequence of events expected in a specific setting (Schank & Abelson, 1977). Essentially, scripts are a particular kind of schema, one containing default values for the features within an event. In the restaurant example, the script's features include the props (e.g., tables, menu, food, and money), the roles to be played (e.g., customer and waiter),...
10.3K
Factors Influencing Attraction V: Social Skills01:29

Factors Influencing Attraction V: Social Skills

Social skills play a crucial role in shaping interpersonal interactions and enhancing individuals' ability to navigate various social environments successfully. These skills contribute to personal and professional success, influencing how others perceive and treat individuals. High social skills provide distinct advantages in numerous settings, including romantic relationships, politics, and legal proceedings. In courtroom settings, for instance, defendants who exhibit strong social skills are...
837
Complexation Equilibria: Factors Influencing Stability of Complexes01:09

Complexation Equilibria: Factors Influencing Stability of Complexes

In complexation reactions, metal cations are the electron pair acceptors, and the ligands are the electron pair donors. The stability of the metal complexes depends primarily on the complexing ability of the central metal ion and the nature of the ligands. Generally, the complexing ability of the metal ion depends on the size and charge of the ion. As the metal ion size increases, the stability of the metal complexes decreases, provided that the valency of the metal ion and the ligands remain...
871
Social Proof00:52

Social Proof

Social proof is a form of persuasion based on comparison and conformity. People compare their behavior and actions to what others are doing and will change to conform to do what their peers do.
32.4K