The Sleep Health and Fatigue Education Program for the Administrators of Emergency Medical Services Agencies (CODE3)

November 4, 2026 updated by: Daniel Patterson, PhD, NRP, University of Pittsburgh

The CODE3 First Responder Sleep Health Program

The investigators aim to pilot test an education program designed to address workplace sleep health and fatigue. The education program targets employers (administrators) of United States (U.S.)-based emergency medical services (EMS) and fire department operations. Data from this pilot, proof-of-concept study will provide data to inform larger studies.

Study Overview

Status

Not yet recruiting

Conditions

Detailed Description

Poor sleep and fatigue are widespread among first responder personnel such as EMTs and paramedics. Prior research shows that greater than 80% of frontline EMS personnel report fatigue. Unfortunately, there is no gold standard education program specifically for the administrators of EMS / first responder operations that raises awareness of current evidence based guidelines for sleep health and fatigue risk management.

The investigators aim to pilot test an education program specifically designed for employers (administrators) of U.S.-based EMS / fire operations. Data from this pilot study will provide much needed data regarding this type of education program and guide future, larger studies focused on poor sleep and fatigue in first responder operations.

Study Type

Interventional

Enrollment (Estimated)

184

Phase

  • Not Applicable

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Contact

  • Name: Paul D Patterson, PhD
  • Phone Number: 412-647-3078
  • Email: pdp3@pitt.edu

Study Contact Backup

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Ages Eligible for Study

18 years and older (Adult, Older Adult)

Accepts Healthy Volunteers

Yes

Genders Eligible for Study

All

Description

Inclusion Criteria:

-

EMS administrators are eligible if they are:

  • 18 years of age or older
  • Actively working as EMS administrator at any type of EMS agency

Frontline EMS personnel are eligible if they are:

  • 18 years of age or older
  • Actively working a minimum of 1 shift per week on the ambulance
  • Affiliated with an agency involved in this research study based on an EMS administrator signing up first

Exclusion Criteria:

-

EMS administrators are not eligible if they are:

  • Affiliated with a first responder organization that does not employ frontline EMS clinicians
  • Daily operations do not involve frontline EMS personnel operating ambulances and taking care of patients either in an emergent or non-emergent situation 24 hours a day
  • Administrator does not provide direct oversight of frontline EMS personnel

Frontline EMS personnel are not eligible if they:

  • Are not affiliated with an EMS operation that is enrolled in this research study by an EMS administrator at their agency/operation
  • Do not work at least 1 shift per week at the agency as a frontline EMS personnel taking care of patients in emergent or non-emergent situations

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

  • Primary Purpose: Health Services Research
  • Allocation: Non-Randomized
  • Interventional Model: Parallel Assignment
  • Masking: None (Open Label)

Arms and Interventions

Participant Group / Arm
Intervention / Treatment
Experimental: EMS Administrators

A short education program focused on importance of sleep health and fatigue delivered to emergency medical services administrators (EMS Administrator Arm)

A short education program focused on importance of sleep health and fatigue delivered to emergency medical services administrators

Other Names:
  • Sleep health and fatigue education program
Experimental: Frontline EMS personnel

Frontline EMS personnel employed at EMS agencies where EMS administrators are exposed to the Sleep Health and Fatigue Education Program

A short education program focused on importance of sleep health and fatigue delivered to emergency medical services administrators

Other Names:
  • Sleep health and fatigue education program

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Change in policy (EMS Administrators)
Time Frame: At baseline and at 6-9 months follow-up

A single question: "Did participant's EMS agency create a new or change an existing policy after watching the CODE3 Sleep & Fatigue in EMS Program? __Yes. __No."

At baseline and at 6-9 months follow-up
Change in sleep quality (Frontline EMS personnel)
Time Frame: At baseline and at 6-9 months follow-up

Sleep quality as measured by the Pittsburgh Sleep Quality Index (PSQI) among frontline EMS personnel. The PSQI solicits self-reported responses on 19 survey items that primarily use a Likert type response scale that are weighted using prescribed formulas and reference the prior month. Scores range from 0 - 21 with scores 6- 21 indicating poor sleep quality. A PSQI score decrease > = 3 points is considered clinically meaningful and associated with a reduction in signs and symptoms of poor sleep.

At baseline and at 6-9 months follow-up

Secondary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Change in sleep health (Frontline EMS personnel)
Time Frame: At baseline and at 6-9 months follow-up

Sleep health as measured by the RU-SATED survey instrument (Regularity, Satisfaction, Alertness, Timing, Efficiency, and Duration). The survey solicits self-reported responses on a Likert type response scale to 6 items that reference the prior month. Six items, each scored 0-2. Response of 0 = Never/rarely; 1 = Sometimes; 2 = Usually/always. Total score = sum of six items. There are no universally established clinical cut points for the RU-SATED; however, higher scores suggest good sleep health.

At baseline and at 6-9 months follow-up
Change in daytime sleepiness (Frontline EMS personnel)
Time Frame: At baseline and at 6-9 months follow-up

Daytime sleepiness is measured with the Epworth Sleepiness Scale (ESS). The ESS solicits self-reported responses on a Likert type scale to 8 items. Items are scored using a prescribed algorithm with scores ranging from 0 - 24. Higher scores indicate greater daytime sleepiness. A score decrease of > = 2 points is considered clinically meaningful and associated with a reduction in signs and symptoms of daytime sleepiness.

At baseline and at 6-9 months follow-up
Change in fatigue (Frontline EMS personnel)
Time Frame: At baseline and at 6-9 months follow-up

Fatigue (mental and physical) is measured with the Chalder Fatigue Questionnaire (CFQ). The CFQ solicits self-reported responses on a Likert type response scale to 11 survey items. One approach to scoring includes: Less than usual = 0; No more than usual = 1; More than usual = 2; Much more than usual = 3. The more commonly used approach to scoring (bimodal approach) includes: Less than usual = 0; No more than usual = 0; More than usual = 1; Much more than usual = 1. Scores > = 4 suggest severe mental and physical fatigue.

At baseline and at 6-9 months follow-up
Change in chronic fatigue (Frontline EMS personnel)
Time Frame: At baseline and at 6-9 months follow-up

Chronic fatigue (CF) is measured with the CF sub-scale survey instrument of the Occupational Fatigue Exhaustion/Recovery Scale (OFER-15). Responses for the CF sub-scale are solicited for 5 items using a Likert response scale: 0 = strongly disagree to 6 = strongly agree. Scoring involves summing the 5 items, dividing by 30 and then multiplying by 100. Scores range from 0 to 100. Final scores 0 - 25 suggest Low CF; scores 26 - 50 suggest Low to Moderate CF; scores 51 - 75 suggest Moderate to High CF; scores 76 to 100 suggest High CF.

At baseline and at 6-9 months follow-up
Change in acute fatigue (Frontline EMS personnel)
Time Frame: At baseline and at 6-9 months follow-up

Acute fatigue (AF) is measured with the AF sub-scale survey instrument of the Occupational Fatigue Exhaustion/Recovery Scale (OFER-15). Responses for the AF sub-scale are solicited for 5 items using a Likert response scale: 0 = strongly disagree to 6 = strongly agree. Scoring involves summing the 5 items, dividing by 30 and then multiplying by 100. Scores range from 0 to 100. Final scores 0 - 25 suggest Low AF; scores 26 - 50 suggest Low to Moderate AF; scores 51 - 75 suggest Moderate to High AF; scores 76 to 100 suggest High AF. Two items of the AF sub-scale are reverse scored/coded.

At baseline and at 6-9 months follow-up
Change in Intershift Recovery (Frontline EMS personnel)
Time Frame: At baseline and at 6-9 months follow-up

Intershift Recovery between shifts (IR) is measured with the IR sub-scale survey instrument of the Occupational Fatigue Exhaustion/Recovery Scale (OFER-15). Responses for the IR sub-scale are solicited for 5 items using a Likert response scale: 0 = strongly disagree to 6 = strongly agree. Scoring involves summing the 5 items, dividing by 30 and then multiplying by 100. Scores range from 0 to 100. Final scores 0 - 25 suggest Low IR; scores 26 - 50 suggest Low to Moderate IR; scores 51 - 75 suggest Moderate to High IR; scores 76 to 100 suggest High IR. Three items of the IR sub-scale are reverse scored/coded.

At baseline and at 6-9 months follow-up

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Investigators

  • Principal Investigator: Paul D Patterson, PhD, University of Pittsburgh

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Estimated)

December 1, 2026

Primary Completion (Estimated)

August 31, 2027

Study Completion (Estimated)

October 31, 2027

Study Registration Dates

First Submitted

November 4, 2026

First Submitted That Met QC Criteria

November 4, 2026

First Posted (Actual)

November 10, 2026

Study Record Updates

Last Update Posted (Actual)

November 10, 2026

Last Update Submitted That Met QC Criteria

November 4, 2026

Last Verified

November 1, 2026

More Information

Terms related to this study

Other Study ID Numbers

  • STUDY26070003
  • 307-SR-23 (Other Grant/Funding Number: American Academy of Sleep Medicine Foundation)

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

YES

IPD Plan Description

De-identified data and a data dictionary will be shared with other researchers (investigators) on a case-by-case basis and based on the required procedures and guidance as outlined by the University of Pittsburgh in the Data Use Agreements provided by the Office of Sponsored Programs.

IPD Sharing Time Frame

Requests for sharing data will be reviewed 12 months after publication of the study's main findings by the study investigators.

IPD Sharing Access Criteria

Requests must adhere to the policies and requirements of the University of Pittsburgh as outlined in Data Use Agreements. De-identified data files and a data dictionary can be shared using University of Pittsburgh approved mechanisms.

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

Subscribe