Image

Predictive Modeling for Social Needs in Emergency Department Settings

Predictive Modeling for Social Needs in Emergency Department Settings

Not Recruiting
18 years and older
All
Phase N/A

Powered by AI

Overview

The overall objective of this study is to support emergency department management of patients' health-related social needs. This study will measure the impact of a decision support system that informs clinicians about which patients are likely to screen positive for a health-related social need. The system uses statistical models to create a health-related social need risk score for each patient. The main questions, the study aims to answer are:

  • Does providing emergency department clinicians with risk scores on health-related social needs increase screening and referral activities?
  • Does providing emergency department clinicians with risk scores on health-related social needs change patients' use of healthcare services?

The decision support system with health-related social needs risk scores will be introduced for all adult patients at one emergency department. Screening rates, referrals, and subsequent healthcare encounters will be compared with emergency departments that did not have access to the decision support system.

Eligibility

Inclusion Criteria:

  • Adults (>18 years old)
  • Seeking care at Indianapolis, Indiana area emergency departments (EDs).

Exclusion Criteria:

  • Children
  • Encounters by patients that present with a critical illness/injury (e.g. severe trauma patients or those with Emergency Severity Index (ESI) classification level 1)
  • Encounters by patients who have been transferred from another inpatient facility
  • Patients that die during the ED encounter
  • Encounters among patients who were ultimately admitted during their ED visits from our analysis

Study details
    Emergency Service
    Hospital
    Social Determinants of Health

NCT06655974

Indiana University

13 May 2026

FAQs

Learn more about clinical trials

What is a clinical trial?

A clinical trial is a study designed to test specific interventions or treatments' effectiveness and safety, paving the way for new, innovative healthcare solutions.

Why should I take part in a clinical trial?

Participating in a clinical trial provides early access to potentially effective treatments and directly contributes to the healthcare advancements that benefit us all.

How long does a clinical trial take place?

The duration of clinical trials varies. Some trials last weeks, some years, depending on the phase and intention of the trial.

Do I get compensated for taking part in clinical trials?

Compensation varies per trial. Some offer payment or reimbursement for time and travel, while others may not.

How safe are clinical trials?

Clinical trials follow strict ethical guidelines and protocols to safeguard participants' health. They are closely monitored and safety reviewed regularly.
Add a private note
  • abc Select a piece of text.
  • Add notes visible only to you.
  • Send it to people through a passcode protected link.