Using digital tools to find early signs of burnout and cognitive issues in emergency department clinicians

Early Signs:digital phenotyping to identify digital biomarkers for predicting burnout and cognitive functioning in ED clinicians (Early Signs)

NIH-funded research New York University School of Medicine · NIH-10683368

This study is looking for early signs of burnout and thinking problems in emergency department doctors and nurses by using video and audio recordings, so they can get help sooner and feel better, which will also help them take better care of patients.

Quick facts

Grant typeR01 grant
Study typeNIH-funded research
Funding institutionNew York University School of Medicine NIH-funded
Lab location1 site (New York, United States)
Project IDNIH-10683368 on NIH RePORTER

What this research studies

This research focuses on identifying early signs of burnout and cognitive decline among emergency department (ED) clinicians using digital phenotyping techniques. By analyzing video and audio data, the study aims to discover digital biomarkers that can predict burnout symptoms and cognitive functioning. A cohort of 350 ED clinicians will be monitored over time to track their cognitive health and burnout levels, allowing for timely interventions. The goal is to improve the well-being of clinicians, which in turn can enhance patient care in emergency settings.

Who could benefit from this research

Good fit: Ideal candidates for this research are emergency department clinicians, including physicians and nurses, who are at risk of experiencing burnout.

Not a fit: Patients who are not involved in emergency department clinical work or who do not experience burnout symptoms may not benefit from this research.

Why it matters

Potential benefit: If successful, this research could lead to better support systems for ED clinicians, ultimately improving their mental health and the quality of care they provide to patients.

How similar studies have performed: Previous research has shown promise in using digital tools for monitoring clinician well-being, suggesting that this approach could yield valuable insights.

Where this research is happening

New York, United States

Researchers

About this research

  1. This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
  2. Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
  3. For full project details, budget, and progress reports, visit the official NIH RePORTER page below.
Last reviewed 2026-06-13 by the Find a Trial editorial team. Information on this page is for educational purposes and is not medical advice. Always consult qualified healthcare professionals about clinical trial participation.