The Discharge Severity Index

A simple 5-question checklist that predicts which patients are most likely to return to the ER within a week. Toggle the factors below to calculate.

Am J Emerg Med 2025 229,920 Patients MIMIC-IV Derived

Patient Factors at Discharge

Age > 65 years
Older patients face higher risk of returning to the ER
+1 pt
Heart rate > 100 bpm
A fast heart rate at discharge suggests the body is still under stress
+1 pt
O2 sat < 96%
Low blood oxygen means the body may not be getting enough air
+1 pt
ED stay > 3 hours
Longer ER visits signal more complex problems that may not be fully resolved
+2 pts
Active medications > 5
Many medications suggest multiple health conditions and higher chance of complications
+2 pts
Toggle factors and press Calculate to see the DSI result.
5
DSI Level 5
Score: 0 / 7
<0.5%
Chance of returning to the ER within 7 days

Contributing Factors

What is the DSI?

The Discharge Severity Index is a quick bedside checklist for emergency rooms. Right now, when patients leave the ER, everyone gets roughly the same instructions. The DSI helps doctors and nurses figure out who needs extra follow-up and who is safe with standard care.

Why It Matters

About 1 in 7 patients who leave the ER end up coming back within a month. Many of those return visits could be prevented with a follow-up call or check-in—but until now, there was no simple way to decide who needs that extra attention.

How It Works

At discharge, you check 5 simple things: the patient's age, heart rate, oxygen level, how long they were in the ER, and how many medications they take. Add up the points (0–7) and the score tells you their risk level (1–5).

What Happens Next

Based on the score, each patient gets a follow-up plan that matches their risk: a phone call, a video visit, a home nurse visit, or simply a reminder to see their regular doctor. Higher risk = more follow-up.

The 5 DSI Factors

These 5 factors were identified by analyzing nearly 230,000 ER visits. Each factor is weighted by how strongly it predicts a return visit—the stronger the link, the more points it gets. Maximum score: 7.

+1

Age > 65 years

1.3× more likely to return (OR 1.29)

+1

Heart rate at discharge > 100 bpm

1.7× more likely to return (OR 1.67)

+1

O2 saturation at discharge < 96%

1.4× more likely to return (OR 1.36)

+2

ER stay > 3 hours

2.9× more likely to return (OR 2.87)

+2

Taking more than 5 medications

2.7× more likely to return (OR 2.65)

DSI Risk Levels

The score maps to 5 levels, from highest risk (Level 1) to lowest (Level 5). Each level comes with a suggested follow-up plan. Validated on a separate group of ~57,000 patients.

DSI Level Score Range Risk Multiplier 7-day Return Rate Prevalence Suggested Follow-up
1 Highest risk 6–7 14.6× ~1 in 20 ~1.4% Video/phone check-in within 24h, home nurse visit, remote monitoring
2 High risk 5 11.7× ~1 in 25 ~10.4% Nurse calls within 48h, medication review, video visit
3 Moderate risk 3–4 8.4× ~1 in 33 ~25.3% Follow-up plan before leaving, see your doctor within 1 week
4 Low risk 1–2 3.5× ~1 in 100 ~46.5% Standard go-home instructions, schedule a doctor visit if needed
5 Lowest risk 0 1.0× (baseline) <1 in 200 ~16.3% Routine care, no special follow-up needed
Important: The DSI is a guide, not a rule book. It helps identify patients who may benefit from extra follow-up, but it doesn't replace a doctor's judgment. Each hospital should adapt the suggested follow-up actions to fit their own resources. The DSI was developed using data from one hospital (Massachusetts General Hospital) and still needs to be tested at other institutions.

How DSI Compares

Several scoring tools exist in medicine, but the DSI is the first designed specifically for the moment a patient leaves the ER. Here's how it compares.

LACE Score

  • Predicts readmission for patients being discharged from the hospital (not the ER)
  • Requires hospital stay length, how sick they were on arrival, other health conditions, and recent ER visits
  • Not designed for ER patients going home
  • Needs more data to calculate

HOSPITAL Score

  • Requires blood test results (hemoglobin, sodium)
  • Designed for hospitalized patients, not ER discharges
  • Predicts 30-day readmission (not 7-day)
  • Too slow for fast-moving ER decisions

DSI (Discharge Severity Index)

  • Built specifically for ER patients going home
  • Uses only 5 things already known at discharge — no extra tests
  • No blood work, imaging, or complex formulas needed
  • Takes about 30 seconds to calculate
  • Sorts patients into 5 clear follow-up tiers

Publications

The DSI was published in a peer-reviewed emergency medicine journal and featured on ALiEM, a leading medical education site.

Original Research

Development and validation of the discharge severity index for post-emergency department hospital readmissions

Kijpaisalratana N, El Ariss AB, Balk A, Mitragotri S, Samadian KD, Hahn BJ, Coleska A, Baugh JJ, Hassan A, Lee J, Raja AS, He S.
Am J Emerg Med. 2025 Aug;94:125-132. doi:10.1016/j.ajem.2025.04.045. PMID: 40288325.
Commentary / Blog

The Discharge Severity Index: Early Research on ED Readmission Risk Assessment

Samadian KD, He S.
ALiEM (Academic Life in Emergency Medicine). Aug 14, 2025.
Letter to the Editor

Reader Comment Regarding Development and validation of the discharge severity index for post-emergency department hospital readmissions

Pruc M, Michalski A, Krupa A, Momot K, Szarpak L.
Am J Emerg Med. 2025;94:224-225. doi:10.1016/j.ajem.2025.04.070.
Related Review

A Scoping Review of Emergency Department Discharge Risk Stratification

Jaffe TA, Wang D, Loveless B, et al.
West J Emerg Med. 2021;22(6):1218-26. PMID: 34787544.