What does the Respiratory Event Index (REI) represent on a sleep study?

Medical Advisory BoardAll articles are reviewed for accuracy by our Medical Advisory Board
Educational purpose only • Exercise caution as content is pending human review
Article Review Status
Submitted
Under Review
Approved

Last updated: March 6, 2026View editorial policy

Personalize

Help us tailor your experience

Which best describes you? Your choice helps us use language that's most understandable for you.

What is REI on a Sleep Study?

REI (Respiratory Event Index) is the number of respiratory events (apneas and hypopneas) per hour of monitoring time, used primarily in home sleep apnea tests (HSAT) that lack EEG monitoring to determine actual sleep time. 1

Key Distinction from AHI

REI differs fundamentally from the Apnea-Hypopnea Index (AHI) in its denominator:

  • REI = Total respiratory events ÷ Total monitoring/recording time 1
  • AHI = Total respiratory events ÷ Total sleep time (requires polysomnography with EEG) 1

Because patients are awake for portions of their monitoring time, REI typically underestimates the true severity of obstructive sleep apnea compared to AHI 1, 2. Research demonstrates that REI has only 42-73% accuracy in correctly classifying OSA severity when compared to the gold standard AHI 2.

Clinical Context and Limitations

Why REI is Used

Home sleep apnea tests cannot measure actual sleep because they lack electroencephalography (EEG), electrooculography (EOG), and electromyography (EMG) sensors required to distinguish sleep from wakefulness 1. Therefore, HSAT devices calculate REI based on the total time the device is recording, not actual sleep time 1.

Important Caveats

  • REI underestimates OSA severity because the denominator (monitoring time) is larger than actual sleep time 1, 2
  • HSAT devices cannot detect hypopneas associated only with cortical arousals (no EEG to score arousals) 1
  • The mean absolute error between REI and AHI ranges from 6.7 to 13.9 events per hour 2
  • REI shows lower sensitivity (42-73%) and specificity (81-91%) compared to AHI for diagnosing OSA 2

Confusion with RDI

Do not confuse REI with RDI (Respiratory Disturbance Index). According to the American Academy of Sleep Medicine consensus definition 3:

  • RDI = AHI + RERA index (Respiratory Effort-Related Arousals per hour of sleep)
  • RDI requires polysomnography with EEG to score arousals 3
  • RDI reporting is optional, not required 3

Note that the Centers for Medicare and Medicaid has historically defined RDI differently (as apneas and hypopneas per hour of monitoring), adding to the confusion 3.

Clinical Interpretation

When reviewing HSAT results with REI values:

  • A positive REI (≥5-15 events/hour depending on threshold) supports OSA diagnosis in patients with appropriate symptoms and risk factors 1
  • A negative or low REI does not rule out OSA due to the inherent underestimation 1, 2
  • Raw HSAT data must be reviewed by a board-certified sleep medicine physician or under their supervision 1
  • Consider full polysomnography if clinical suspicion remains high despite low REI 1

The physician's diagnosis must integrate the REI value with the patient's medical history, symptoms, and clinical evaluation—not rely on the REI number alone 1.

References

Guideline

clinical use of a home sleep apnea test: an american academy of sleep medicine position statement.

Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine, 2017

Research

Respiratory event index underestimates severity of sleep apnea compared to apnea-hypopnea index.

Sleep advances : a journal of the Sleep Research Society, 2024

Professional Medical Disclaimer

This information is intended for healthcare professionals. Any medical decision-making should rely on clinical judgment and independently verified information. The content provided herein does not replace professional discretion and should be considered supplementary to established clinical guidelines. Healthcare providers should verify all information against primary literature and current practice standards before application in patient care. Dr.Oracle assumes no liability for clinical decisions based on this content.

Have a follow-up question?

Our Medical A.I. is used by practicing medical doctors at top research institutions around the world. Ask any follow up question and get world-class guideline-backed answers instantly.