optimization · 12 min read
Sleep Efficiency: What It Is, How to Calculate It & Improve It
Sleep efficiency: the % of bed time you actually sleep. Score your sleep efficiency, learn what's normal, and fix what's dragging it down
Published 5/20/2026
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You can spend eight hours in bed and still wake up exhausted. The reason is almost always the same: poor sleep efficiency — the percentage of your time in bed that is actually spent asleep.
Most people track sleep by duration: how many hours did I get? But sleep scientists measure sleep by two numbers — duration and efficiency. The first tells you how much sleep you got. The second tells you how well you used the time in bed to get it. You need both to understand your true sleep quality, and you need both to accurately measure your sleep debt.
Two people can both get six hours of actual sleep and have completely different experiences. Person A goes to bed at 11 PM, falls asleep in 15 minutes, wakes briefly once, and rises at 5:30 AM. Sleep efficiency: approximately 90%. Person B goes to bed at 9:30 PM, takes an hour to fall asleep, wakes twice for extended periods, and gets out of bed at 8 AM. Sleep efficiency: approximately 57%. Both got six hours of sleep. Person B spent 10.5 hours in bed to get it — with 4.5 hours of frustrated, wakeful lying in bed that actively worsened their insomnia.
This is why the standard sleep debt calculation — hours slept versus hours needed — understates the true deficit for poor-efficiency sleepers. If your efficiency is 75%, every eight hours in bed delivers only six hours of actual sleep. Understanding and improving your sleep efficiency is often the highest-leverage intervention available for people who feel tired despite "adequate" sleep time.
Sleep Efficiency: The Complete Guide to Scoring, Understanding, and Improving Your Sleep
What Is Sleep Efficiency?
Sleep efficiency (SE) is the percentage of time spent asleep relative to total time in bed. It is one of the most clinically important parameters in sleep medicine and is used as both a diagnostic measure and a treatment outcome metric in insomnia research and CBT-I clinical trials.
The formula
Sleep efficiency is calculated as:
Sleep Efficiency (%) = (Total Sleep Time ÷ Total Time in Bed) × 100
Total Sleep Time (TST): The actual minutes or hours spent asleep — not total time in bed. This excludes the time taken to fall asleep (sleep onset latency), time spent awake during the night (wake after sleep onset, or WASO), and any time awake before finally getting out of bed (terminal wakefulness).
Total Time in Bed (TIB): The total time from when you get into bed intending to sleep to when you get out of bed in the morning. Not the time from when you turn out the light, and not the time from when you actually fall asleep.
A worked example
| Parameter | Value |
|---|---|
| Time into bed | 10:30 PM |
| Sleep onset time (fell asleep) | 11:05 PM |
| Sleep onset latency (SOL) | 35 minutes |
| Nighttime awakenings | 2 × 20 min = 40 minutes |
| Final wake time | 6:30 AM |
| Time out of bed | 6:45 AM |
| Terminal wakefulness | 15 minutes |
| Total time in bed (TIB) | 8 hours 15 minutes (495 min) |
| Total sleep time (TST) | 495 − 35 − 40 − 15 = 405 min = 6 hrs 45 min |
| Sleep efficiency | 405 ÷ 495 × 100 = 81.8% |
Use the Sleep Efficiency Calculator to run this calculation automatically — enter your bed time, wake time, sleep onset latency, and nighttime awakening duration to get your score instantly.
What Is a Good Sleep Efficiency Score?
Sleep efficiency of 80% or more is considered normal/healthy, with most young healthy adults displaying sleep efficiency above 90%. Clinical benchmarks vary slightly by source, but the research consensus is consistent:
| Sleep efficiency | Category | Clinical interpretation |
|---|---|---|
| ≥ 90% | Excellent | Optimal sleep consolidation — bed time is being used well |
| 85–89% | Good | Healthy range — minor inefficiency that is not clinically significant |
| 80–84% | Acceptable | Low end of normal — some room for improvement |
| 75–79% | Below average | Mild inefficiency — investigate causes; monitor closely |
| < 75% | Poor | Clinically significant — associated with insomnia, fatigue, and impaired daytime function |
| < 65% | Very poor | Severe inefficiency — CBT-I or medical evaluation indicated |
People who spend less than 85% of their time in bed actually asleep have poor sleep efficiency, according to the Sleep Foundation.
Important context for age: Sleep efficiency naturally declines with age. A 2025 study using Fitbit Charge 6 devices across 301 adults aged 79–95 years (ARIC NCS study) found a median sleep efficiency of just 68% — with 85% of this age group having fair or poor sleep efficiency below 80%. For older adults, a score of 80–85% represents a reasonable and achievable target; for young adults, 90% or above is the appropriate goal.
Why Sleep Efficiency Matters as Much as Sleep Duration
The most important reason to track sleep efficiency alongside sleep duration is that a fixed duration delivers vastly different biological restoration depending on efficiency.
A 2025 study published in Frontiers in Aging (della Monica et al.) found that sleep efficiency independently predicts reaction time variability the following day — separate from total sleep time. This means that after controlling for how many hours you slept, your efficiency score still predicts your cognitive performance the next day. Two people who both sleep 7 hours can perform very differently the next morning depending on whether that 7 hours was delivered at 95% efficiency or 70% efficiency.
The mechanism is sleep architecture. Poor efficiency typically reflects fragmented sleep — frequent brief arousals, extended wakefulness during the night, or difficulty initiating sleep — all of which disrupt the completion of full sleep cycles. As we explain in Understanding Sleep Cycles, slow-wave deep sleep and REM sleep require sustained, uninterrupted periods to complete their restorative functions. Fragmented sleep prevents these stages from completing properly, delivering less biological restoration per hour than consolidated sleep.
This is why improving sleep efficiency often produces more noticeable improvements in how you feel than simply adding more time in bed — particularly for people with insomnia, where extended time in bed with poor efficiency makes the problem worse, not better.
What Causes Poor Sleep Efficiency?
Understanding your specific efficiency drivers is essential for choosing the right intervention. Poor sleep efficiency has several distinct causes, each requiring a different response.
Extended sleep onset latency (difficulty falling asleep)
Definition: Taking more than 20–30 minutes to fall asleep on a regular basis.
Effect on efficiency: If you spend 45 minutes awake before falling asleep each night, and you are in bed for 8 hours, you have already lost approximately 9% of your potential efficiency before any nighttime awakenings occur.
Common causes:
- Anxiety and hyperarousal: Racing thoughts, worry, or physiological over-activation at bedtime — the hallmark of sleep onset insomnia
- Insufficient sleep pressure: Going to bed too early before enough adenosine has accumulated — particularly common when people try to compensate for poor sleep by going to bed earlier than their biology is ready for
- Circadian misalignment: Trying to sleep at a time that does not match your chronotype — a Wolf trying to sleep at 10 PM, or a Lion trying to sleep at 1 AM
- Caffeine too late: Caffeine with a 5–6 hour half-life extending alertness past intended sleep time. Check your cutoff with the Caffeine Cutoff Calculator
- Evening light exposure: Blue-spectrum light from screens or bright household lighting delaying melatonin onset and extending the time until the body is sleep-ready
Wake after sleep onset (WASO) — nighttime awakenings
Definition: Total time spent awake during the night after initially falling asleep.
Effect on efficiency: A single 30-minute awakening per night reduces efficiency from 90% to approximately 84% on a 7-hour sleep window. Two such awakenings bring it below 75%.
Common causes:
- Sleep apnea: Repeated apnea events cause micro-arousals (usually subconscious) and sometimes full awakenings — the most common single cause of poor sleep efficiency in middle-aged and older adults. Screen with the Sleep Apnea Risk Screener
- Alcohol: Metabolises during the night causing rebound arousal, increased nighttime waking, and suppressed REM sleep
- Environmental disturbance: Noise (partner snoring, traffic, notifications), temperature (bedroom too warm), or light (street lights, phone displays)
- Sleep maintenance insomnia: The 2 AM awakening with difficulty returning to sleep — often associated with anxiety, depression, or early-morning awakening disorder
- Nocturia: Nighttime urination — very common in older adults, can cause 1–3 awakenings per night each lasting 15–20 minutes
- Circadian mismatch: Sleeping during the circadian alerting phase — particularly relevant for shift workers and extreme night owls trying to sleep during biological daytime
Extended time in bed relative to actual sleep need
Definition: Spending significantly more hours in bed than you actually need to sleep.
Effect on efficiency: This is the most paradoxical cause — and the most important for people with insomnia. The natural human impulse when sleep is poor is to spend more time in bed to compensate. This is counterproductive: spreading fixed sleep across a longer window reduces efficiency and, over time, worsens the conditioned arousal between bed and wakefulness that perpetuates insomnia.
A person who sleeps 5.5 hours but spends 9 hours in bed has an efficiency of 61%. CBT-I sleep restriction therapy addresses this directly: prescribing a shorter sleep window (e.g., 6 hours) initially produces approximately the same sleep time in a much shorter window, driving efficiency above 85%, deepening sleep pressure, and rapidly improving sleep consolidation.
The counterintuitive principle: less time in bed often produces better sleep quality. This is one of the most consistently misunderstood aspects of sleep, and understanding it is the key insight behind the most effective insomnia treatment.
How to Calculate Your Sleep Efficiency
Method 1: Manual calculation
You need four pieces of data from last night:
- Time you got into bed (intending to sleep)
- Time you actually fell asleep (approximately — estimate if unsure)
- Total time awake during the night (all awakenings combined)
- Time you got out of bed in the morning
Then:
- Total time in bed (TIB) = time out of bed − time into bed (in minutes)
- Sleep onset latency (SOL) = time fell asleep − time into bed (in minutes)
- Total sleep time (TST) = TIB − SOL − total nighttime awakenings (in minutes)
- Sleep efficiency = (TST ÷ TIB) × 100
Method 2: The Sleep Efficiency Calculator
Use the Sleep Efficiency Calculator — enter your four data points and get your score instantly, along with an interpretation and targeted recommendations based on where your inefficiency is coming from.
Method 3: Wearable devices
Consumer wearables — Oura Ring, Fitbit, Apple Watch, Garmin — all calculate sleep efficiency automatically from accelerometry and heart rate data. Accuracy for total sleep time is generally reasonable (within 15–30 minutes of polysomnography for most users), making wearable-reported efficiency a useful ongoing tracking metric even if it is not perfectly precise.
A 2023 JMIR study validating 11 consumer sleep trackers found reasonable accuracy for total sleep time and sleep efficiency, while noting that staging accuracy (deep sleep vs REM classification) was more variable. For the purpose of tracking efficiency trends over time — which is more useful than any single night's number — wearable data is adequate and practical.
Tracking over time: weekly averages matter more than individual nights
Single-night efficiency is noisy — one disturbed night due to environmental factors or temporary stress does not define your sleep efficiency profile. What matters for clinical interpretation is the weekly average over at least 5–7 nights. Calculate your average by adding your daily efficiency scores and dividing by the number of nights tracked.
A declining weekly average over two to four weeks signals a worsening pattern. An improving average following a behavioural intervention confirms it is working. Track this alongside your weekly sleep debt score — together, these two metrics give you a complete picture of your sleep health.
The Relationship Between Sleep Efficiency and Sleep Debt
Sleep efficiency and sleep debt are related but distinct — and understanding both together is essential for accurate self-assessment.
Sleep debt measures the shortfall between your sleep duration and your sleep need — how many hours you are missing. Sleep efficiency measures how well the time you do spend in bed produces actual sleep. Both independently affect how you feel and how you perform.
The interaction is important: poor sleep efficiency creates hidden sleep debt. If your sleep need is 8 hours, you allow 8 hours in bed, but your efficiency is 75%, you are actually sleeping only 6 hours. Your sleep debt calculation based on "8 hours in bed" would show zero debt — when your actual debt is 2 hours per night, generating 14 hours of weekly debt.
This is one of the most common reasons people are confused about their sleep — they feel they are "getting enough sleep" because they are in bed for adequate hours, while actually carrying significant sleep debt driven by poor efficiency.
The correct calculation for poor-efficiency sleepers:
If your sleep efficiency is below 85%, your effective sleep duration is:
Effective sleep duration = Time in bed × (Sleep efficiency ÷ 100)
Use this adjusted figure — not your raw time in bed — when calculating your sleep debt in the Sleep Debt Calculator.
For example: 8 hours in bed at 72% efficiency = 5.76 hours effective sleep. At an 8-hour sleep need, this generates 2.24 hours of debt per night — 15.7 hours of weekly debt — despite 8 hours in bed.
How to Improve Sleep Efficiency
The strategies for improving sleep efficiency are specific to its cause. Here is the evidence-based framework:
For extended sleep onset latency (difficulty falling asleep)
Stimulus control therapy: This is the most evidence-supported single intervention for sleep onset insomnia and is a core component of CBT-I. The key rules:
- Use your bed only for sleep and sex — no screens, no reading, no working in bed
- If you cannot fall asleep within 20 minutes, get out of bed and do something quiet in dim light in another room until you feel sleepy, then return to bed
- Repeat as needed — do not lie awake in bed for extended periods
This technique breaks the conditioned association between bed and wakefulness that develops when you repeatedly lie awake in bed. Within two to three weeks of consistent application, most people fall asleep faster because the bed has been reconditioning as a sleep cue rather than a wakefulness cue.
Consistent wake time: A fixed daily wake time is the strongest circadian anchor available. It also regulates sleep pressure: waking consistently at the same time each day maximises adenosine accumulation by the following bedtime, making sleep onset faster and more reliable. Use the Wake-Up Time Calculator to find the optimal wake time.
Caffeine cutoff: Caffeine's 5–6 hour half-life means a 3 PM coffee can still be half-active at 8 PM, extending alertness past your target sleep time. Use the Caffeine Cutoff Calculator to find your specific cutoff time.
Sleep restriction therapy (for insomnia): If extended sleep onset latency is your primary efficiency issue and it has been present for weeks or months, sleep restriction — the CBT-I component that temporarily limits time in bed to match actual sleep time — is the fastest route to improvement. It rapidly intensifies sleep pressure, dramatically shortens sleep onset latency, and within days begins restoring efficient consolidated sleep. The Insomnia Self-Assessment can clarify whether clinical insomnia and CBT-I are indicated.
For nighttime awakenings (WASO)
Rule out sleep apnea first: OSA is the most common medical cause of sleep fragmentation in middle-aged and older adults. If your awakenings are accompanied by snoring, gasping, unrefreshed morning sleep, or excessive daytime sleepiness, complete the Sleep Apnea Risk Screener before attributing your awakenings to insomnia. Treating OSA with CPAP can dramatically improve efficiency overnight.
Eliminate alcohol within three hours of bedtime: Alcohol metabolises during the night, causing a rebound arousal in the second half that fragments sleep and reduces efficiency. This is one of the fastest, most reliable efficiency improvements available — most people see measurable improvement within one to two alcohol-free weeks.
Optimise the sleep environment:
- Temperature: 60–67°F (15–19°C) — core body temperature drop is required for sustained deep sleep
- Sound: White noise or earplugs reduce arousal from environmental noise spikes
- Darkness: Complete darkness reduces nocturnal micro-arousals driven by light exposure
- Notifications: Phone on Do Not Disturb, all light-emitting devices covered
Reduce nocturnal fluid intake: For those experiencing nocturia (nighttime urination), limiting fluid intake in the two to three hours before bed and addressing any underlying causes (diuretic medications, caffeine timing, bladder issues) can meaningfully reduce awakening frequency.
For excessive time in bed
Compress your sleep window: If you are spending significantly more time in bed than you are sleeping — a TIB of 9–10 hours with a TST of 6–7 hours — reducing your time in bed to closer to your actual sleep time will increase efficiency, deepen sleep pressure, and improve consolidation.
The practical approach: set a fixed wake time and move your bedtime later until you are in bed for only 30–60 minutes more than you actually sleep. This feels counterintuitive but is exactly the principle behind CBT-I sleep restriction — and it works.
Do not go to bed unless sleepy: Going to bed before you feel genuinely drowsy because you want to "get more sleep" is one of the most common and most counterproductive sleep habits. Sleepiness requires accumulated adenosine. If you are not drowsy, your sleep pressure is insufficient for easy sleep onset, and time in bed will be spent awake.
Use the Bedtime Calculator to find the right bedtime for your schedule based on your sleep cycle length and wake time — rather than guessing.
General efficiency improvements (all causes)
Morning light exposure: Bright light within 60 minutes of waking advances the circadian clock, sets the timing for the evening cortisol decline and melatonin rise, and makes sleep onset more reliable at your target bedtime — improving efficiency at the sleep-onset end.
Regular timed exercise: Research consistently shows that regular physical activity improves sleep efficiency — particularly slow-wave sleep depth and duration. Timing matters: vigorous exercise within 2–3 hours of bedtime can delay sleep onset for some people. The Sleep Hygiene Checklist covers the full set of evidence-ranked behavioural interventions.
Strategic napping: Well-timed naps reduce excessive daytime sleepiness without significantly affecting nighttime sleep efficiency — provided they are short (20 minutes) and taken before 3 PM. Poorly timed or long naps reduce nighttime sleep pressure and worsen nighttime efficiency. Use the Nap Optimizer for the correct timing and duration.
Sleep Efficiency by Age: What to Expect
Sleep efficiency changes significantly across the lifespan, and interpreting your score correctly requires age-appropriate benchmarks.
| Age group | Typical sleep efficiency | Clinical significance |
|---|---|---|
| Children (6–12) | 90–95% | Children sleep very efficiently; low efficiency is a clinical signal |
| Teenagers (13–18) | 88–93% | High efficiency despite delayed timing; below 85% warrants investigation |
| Young adults (18–35) | 88–95% | Excellent efficiency is achievable and expected |
| Middle age (36–64) | 80–90% | Gradual natural decline; below 80% is clinically meaningful |
| Older adults (65+) | 70–85% | Significant decline expected; below 70% is concerning |
| Adults 80+ | Median ~68% | 85% of this group fall below the 80% threshold (ARIC NCS, 2025) |
The ARIC NCS 2025 study data for adults 80 and older is striking: a median efficiency of 68%, with the majority spending 7.5 hours in bed to achieve approximately 5 hours of actual sleep. For this age group, the focus shifts from achieving young-adult efficiency targets to treating the modifiable causes of inefficiency — OSA, insomnia disorder, pain, medication effects — and accepting that some architectural decline is normal.
Sleep Efficiency and the PSQI: The Clinical Assessment Context
The Pittsburgh Sleep Quality Index (PSQI) — the most widely used clinical sleep quality questionnaire — includes sleep efficiency as one of its seven components. The PSQI calculates sleep efficiency using the same formula (TST ÷ TIB × 100) and scores it as:
- 0 points: ≥85% efficiency (good)
- 1 point: 75–84% efficiency (some difficulty)
- 2 points: 65–74% efficiency (moderate difficulty)
- 3 points: <65% efficiency (severe difficulty)
A PSQI component score of 2 or 3 on sleep efficiency indicates that efficiency is a clinically significant contributor to poor overall sleep quality and should be the target of specific intervention.
If your sleep efficiency is contributing to your PSQI score, the CBT-I approaches described in this article are the most evidence-supported interventions — and our Insomnia Self-Assessment can help clarify whether a structured CBT-I program is indicated.
Frequently Asked Questions
What is sleep efficiency and why does it matter?
Sleep efficiency is the percentage of time in bed actually spent asleep, calculated as (total sleep time ÷ total time in bed) × 100. It matters because two people can sleep the same number of hours but deliver very different biological restoration depending on whether that sleep is consolidated or fragmented. Sleep efficiency of 80% or above is normal; above 85% is good; above 90% is excellent. A 2025 Frontiers in Aging study confirmed that sleep efficiency independently predicts next-day cognitive performance separate from total sleep duration. Calculate yours with the Sleep Efficiency Calculator.
What is a good sleep efficiency score?
For adults aged 18–64, a score of 85% or above is considered good, with 90% or above being excellent. For older adults (65+), 80% or above is a reasonable target. Young healthy adults typically score above 90%. A score below 80% indicates clinically meaningful sleep inefficiency that is worth investigating and addressing.
What causes poor sleep efficiency?
The three main categories are: (1) extended sleep onset latency — taking more than 20–30 minutes to fall asleep, typically from anxiety, insufficient sleep pressure, circadian misalignment, or caffeine; (2) nighttime awakenings (WASO) — from sleep apnea, alcohol, environmental disturbance, insomnia disorder, or nocturia; and (3) excessive time in bed relative to actual sleep — spending far more hours in bed than you sleep, which is both a symptom and a perpetuating factor of insomnia.
How does sleep efficiency relate to sleep debt?
They are complementary metrics. Sleep debt measures the shortfall between your sleep duration and your sleep need. Sleep efficiency tells you how much of your time in bed is delivering actual sleep. Poor efficiency creates hidden sleep debt: if you are in bed 8 hours at 72% efficiency, you are only getting 5.76 hours of actual sleep — generating approximately 2.25 hours of daily debt against an 8-hour need. Use both the Sleep Efficiency Calculator and the Sleep Debt Calculator for a complete picture.
How can I improve my sleep efficiency quickly?
The fastest, most reliable improvement comes from: (1) eliminating alcohol within three hours of bedtime — most people see measurable improvement within one to two weeks; (2) fixing a consistent daily wake time — this regulates sleep pressure and improves onset latency within one to two weeks; (3) getting out of bed when unable to sleep for 20 minutes — stimulus control breaks the bed-wakefulness association within two to four weeks. For more persistent inefficiency, CBT-I sleep restriction produces dramatic improvements in efficiency within days to weeks of starting.
Do wearables accurately measure sleep efficiency?
Consumer wearables are reasonably accurate for total sleep time (within 15–30 minutes of clinical polysomnography for most users) and provide a useful ongoing proxy for sleep efficiency. They are less accurate for sleep stage classification. For tracking efficiency trends over time — which is the most clinically useful application — wearable data is adequate. For precise diagnostic measurement, in-lab polysomnography or a validated home sleep test remains the gold standard.
Is spending more time in bed a good way to improve sleep efficiency?
No — it is counterproductive for most people with poor efficiency. Spending more time in bed while getting the same amount of sleep lowers efficiency further, reduces sleep pressure, and worsens the conditioned arousal that perpetuates poor sleep. The evidence-based approach is the opposite: temporarily spending less time in bed (CBT-I sleep restriction) rapidly drives efficiency above 85%, after which time in bed is gradually extended. This is one of the most counterintuitive but most reliably effective principles in sleep medicine.
The Bottom Line
Sleep efficiency is the metric most people do not track — but it explains more about how you feel in the morning than total hours slept alone. A score of 85% or above indicates your time in bed is being used well. Below 80% means you are either having difficulty falling asleep, waking frequently during the night, or spending significantly more time in bed than you are sleeping — all of which are addressable with specific, evidence-based interventions.
The most important practical steps:
- Calculate your score using the Sleep Efficiency Calculator — at least once per week
- Identify your efficiency driver — onset latency, nighttime awakenings, or excessive time in bed
- Match your intervention to your cause — stimulus control and wake time consistency for onset latency; OSA screening and alcohol elimination for awakenings; sleep window compression for excessive time in bed
- Track both efficiency and debt together — use the Sleep Debt Calculator with your adjusted effective sleep time (TIB × efficiency) for an accurate debt picture
- If efficiency remains below 75% despite two to four weeks of consistent effort, complete the Insomnia Self-Assessment and consider structured CBT-I or medical evaluation
Poor sleep efficiency is not something you have to accept. It is one of the most modifiable aspects of sleep — and improving it often produces more noticeable improvements in energy, mood, and performance than simply spending more time in bed.
Tools Referenced in This Article
- Sleep Efficiency Calculator — Calculate your sleep efficiency score
- Sleep Debt Calculator — Calculate your adjusted weekly sleep deficit
- Sleep Apnea Risk Screener — Rule out OSA as a cause of nighttime awakenings
- Insomnia Self-Assessment — Screen for clinical insomnia if efficiency is persistently low
- Caffeine Cutoff Calculator — Fix caffeine timing to reduce sleep onset latency
- Wake-Up Time Calculator — Set a consistent wake time anchor
- Bedtime Calculator — Find the right bedtime for your sleep window
- Nap Optimizer — Time naps to avoid reducing nighttime efficiency
- Sleep Hygiene Checklist — Evidence-ranked behavioural interventions
- Sleep Quality Score — Track overall sleep quality alongside efficiency
Related Reading
- What Is Sleep Debt? — Health — How poor efficiency creates hidden sleep debt
- Understanding Sleep Cycles — Health — Why fragmented sleep fails to deliver restorative cycles
- The Real Cost of Poor Sleep — Health — The health and economic cost of poor sleep efficiency
References
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RISE Science. Sleep efficiency: why it is necessary but not sufficient. February 2024. https://www.risescience.com/blog/sleep-efficiency
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Disclaimer: This article is for educational and informational purposes only and does not constitute medical advice. If you are experiencing persistent poor sleep efficiency despite behavioural interventions, please consult a qualified healthcare professional or a board-certified sleep medicine specialist.
About the authors
Chloe Tyler
Medical-field sleep health writer
Chloe Tyler is a medical-field contributor who writes and reviews practical sleep health guidance with a focus on clarity, safety, and evidence-based recommendations.
Adil Sattar
Tech specialist, writer, SEO strategist, full-stack developer, and AI expert
Adil Sattar is a tech specialist, writer, SEO strategist, full-stack developer, and AI expert focused on building accessible, search-friendly health and productivity tools.
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