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The State of Clinical Documentation Burden in May 2026
Documentation has become one of the largest and least visible parts of a clinician's job. The electronic health record was meant to make care safer and more coordinated, and in many ways it has, but it also created a steady stream of typing, clicking, charting, and inbox work that now competes directly with time spent looking at patients. The figures collected on this page, refreshed every month, describe a workforce that spends as much time documenting care as delivering it, and that increasingly finishes the paperwork at home.
Three threads run through the data. The first is the sheer volume: for every hour of face-to-face care, clinicians log roughly two more hours of EHR and desk work, and a typical outpatient visit now carries about a quarter hour of record-keeping behind it. The second is displacement in time: a meaningful share of that work no longer fits inside the clinic day and spills into the evening, the well-documented pattern that clinicians call pajama time. The third is the human cost: documentation load is one of the most consistently cited drivers of physician and nurse burnout, and burnout in turn fuels turnover and lost clinical capacity. Together these numbers explain why reducing the time it takes to get words into the record has become a central goal for health systems.
The Scale of the Documentation Load
The starting point for any discussion of documentation burden is a landmark time-motion study published in Annals of Internal Medicine, which directly observed how ambulatory physicians spend their day. Its central finding has been confirmed and extended by later EHR log studies that measure record-keeping time at scale.
Of EHR and desk work for every 1 hour of direct clinical face time with patients, measured during the clinic day.
Source: Annals of Internal Medicine, Allocation of Physician Time in Ambulatory Practice (Sinsky et al., 2016)
Of physicians' total office-day time was spent on EHR and desk work, compared with 27.0% on direct clinical face time.
Source: Annals of Internal Medicine, Allocation of Physician Time in Ambulatory Practice (Sinsky et al., 2016)
Of time spent inside the exam room with the patient still went to EHR and desk work, against 52.9% of face time.
Source: Annals of Internal Medicine, Allocation of Physician Time in Ambulatory Practice (Sinsky et al., 2016)
Average EHR time per patient encounter, 16 minutes and 14 seconds, across roughly 100 million outpatient visits.
Source: Annals of Internal Medicine, Physician Time Spent Using the EHR During Outpatient Encounters (2020)
Of that per-encounter EHR time went to documentation, alongside 33% for chart review and 17% for ordering.
Source: Annals of Internal Medicine, Physician Time Spent Using the EHR During Outpatient Encounters (2020)
Median weekly work effort for a full-time primary care physician, well above prior estimates, partly due to new EHR work.
Source: Annals of Internal Medicine, Primary Care Physician Time Spent in Patient Care (2025)
The number that anchors the rest of this page is the ratio: nearly two hours of EHR and desk work for every hour of direct patient care. That is not a measure of inefficiency by an individual; it is a structural feature of how modern outpatient care is organized. The exam-room figure is just as telling. Even when the physician is in the room with the patient, more than a third of that time goes to the record rather than the person. As later log studies show, this load has not eased over time. A 2025 observational study put full-time primary care work at almost 62 hours a week, a level the authors link in part to the new work the EHR has added over the past decade and a half.
EHR Work and Pajama Time
The most distinctive feature of documentation burden is when it happens. A large share of charting no longer fits inside scheduled hours and instead follows clinicians home, a pattern Dr. Christine Sinsky named pajama time. The AMA and EHR log studies have tracked how much of the workday this after-hours documentation now represents.
Of pajama time spent on EHR work each night by family physicians, on top of EHR work done during clinic hours.
Source: American Medical Association, analysis of family physician EHR event-log data
Total daily EHR time for family physicians, of which 4.5 hours fell inside the clinic day and 1.4 hours after work.
Source: American Medical Association, analysis of family physician EHR event-log data
Of family physicians' total EHR time went to clerical and administrative tasks rather than direct medical care.
Source: American Medical Association, analysis of family physician EHR event-log data
Of physicians spent more than 8 hours per week on the EHR outside normal work hours in 2024, up from 20.9% in 2023.
Source: American Medical Association, 2024 physician practice and time data
Rise in EHR time on unscheduled days per 8 clinic hours among academic primary care physicians from 2019 to 2023, a 19.9% increase.
Source: JAMA Network Open, More Tethered to the EHR (2024)
Increase in EHR inbox and message-management time from 2019 to 2023, the fastest-rising routine documentation task.
Source: JAMA Network Open, More Tethered to the EHR (2024)
Two things stand out. First, pajama time is not a rounding error. An hour and a half of EHR work most evenings, on top of a full clinic day, is effectively an unpaid second shift built into the job. Second, the load is still growing. The academic primary care study found total EHR time rising even as visit structures stayed broadly the same, with the steepest growth in inbox messages and orders. Patient portal messaging has been a major driver here: the same study recorded a 55.5% rise in medical-advice request messages over four years. Every one of those messages is a small documentation task, and they accumulate into the after-hours hours that clinicians describe as the hardest part of the week.
Documentation and Clinician Burnout
Documentation load is not just a time problem; it is one of the most consistently named causes of burnout. The AMA's large annual measurement of physician well-being, the Medscape Physician Burnout report, and Mayo Clinic Proceedings research on EHR usability all point in the same direction.
Of physicians reported at least one symptom of burnout in 2025, with ineffective EHR systems and excessive administrative tasks among the cited drivers.
Source: American Medical Association, 2025 physician burnout data
Of physicians cited too many bureaucratic tasks, such as charting and paperwork, as the leading contributor to burnout.
Source: Medscape Physician Burnout and Depression Report
Mean System Usability Scale score physicians gave their EHR, a grade of F and the bottom 9% of scores across products studied.
Source: Mayo Clinic Proceedings, EHR Usability and Professional Burnout Among US Physicians (2019)
Lower odds of burnout for each 1-point gain in EHR usability score, a clear dose-response link between the tool and burnout.
Source: Mayo Clinic Proceedings, EHR Usability and Professional Burnout Among US Physicians (2019)
Of physicians reported a great deal of job stress in 2025, with EHR-related tasks and electronic messages cited as sources.
Source: American Medical Association, 2025 physician burnout data
Lower burnout among clinicians who chart fewer than 5 hours per week after hours and also trust their leadership and IT team.
Source: KLAS Arch Collaborative, Provider Burnout and the EHR Experience
The Mayo Clinic Proceedings finding is the most direct link in the data. When physicians rate their EHR's usability and that score is matched against a validated burnout measure, the relationship is a clean dose-response curve: the harder the tool is to use, the more likely the physician is burned out. An average usability score of 45.9, a flat F, sits far below the scores users give consumer software they choose to use. The KLAS Arch Collaborative result adds the time dimension. Clinicians who keep after-hours charting under five hours a week are markedly less burned out, which makes documentation time one of the few burnout drivers an organization can actually move.
The Administrative and Regulatory Burden
Documentation does not happen in a vacuum. A large part of what fills the clinical note exists to satisfy billing, coverage, and compliance requirements rather than to communicate care. Research from the AMA on prior authorization and from the American Hospital Association on regulatory overload quantifies that layer.
Prior authorization requests completed per physician per week, each one a documentation and paperwork task.
Source: American Medical Association, 2025 Prior Authorization Physician Survey
Of physician and staff time spent on prior authorization paperwork each week, on average.
Source: American Medical Association, 2025 Prior Authorization Physician Survey
Of physicians said prior authorization somewhat or significantly increases physician burnout.
Source: American Medical Association, 2025 Prior Authorization Physician Survey
US physicians' clinical notes are about four times as long as those written by physicians in other countries.
Source: Annals of Internal Medicine editorial (Downing, Bates, Longhurst), Epic data
Spent each year by US providers on administrative activities tied to regulatory compliance.
Source: American Hospital Association, Regulatory Overload report
Average staff an average-sized hospital dedicates to regulatory compliance, more than a quarter of them clinicians.
Source: American Hospital Association, Regulatory Overload report
The four-times-longer note is the clearest evidence that documentation burden is partly self-imposed. Physicians abroad work under similar clinical demands, yet their notes are far shorter, because they are not padded with the billing and compliance language that bloats the American chart. The AHA figures show the same pressure at the institutional level: tens of billions of dollars and dozens of full-time staff per hospital go to compliance documentation, and more than a quarter of those staff are physicians, nurses, and allied health professionals pulled away from patient care. Prior authorization sits at the intersection of both problems, generating roughly 39 separate paperwork tasks per physician every week.
The Cost in Turnover and Lost Capacity
Documentation-driven burnout carries a measurable price. When clinicians cut their hours or leave practice, the cost shows up in recruitment, lost productivity, and reduced access to care. The most cited estimate comes from a study in Annals of Internal Medicine.
Estimated annual cost of physician burnout in the US, attributed to turnover and reduced clinical hours.
Source: Annals of Internal Medicine, Estimating the Attributable Cost of Physician Burnout (2019)
Approximate annual cost of burnout per employed physician at the organizational level.
Source: Annals of Internal Medicine, Estimating the Attributable Cost of Physician Burnout (2019)
Of physicians said prior authorization, a major documentation task, contributes to burnout in AMA survey reporting.
Source: American Medical Association, prior authorization survey reporting
Of physicians employ staff who work exclusively on prior authorization paperwork, a direct staffing cost of documentation.
Source: American Medical Association, 2025 Prior Authorization Physician Survey
The $4.6 billion estimate is deliberately conservative. It counts only turnover and reduced clinical hours, and its authors note it leaves out downstream costs such as medical errors, patient dissatisfaction, and the strain placed on remaining staff. The per-physician figure of about $7,600 a year makes the math concrete for any single organization. And the prior authorization data shows the cost is not only in lost clinicians; many practices now pay for staff whose entire job is to push documentation through, an expense that exists purely because the paperwork burden is too large to absorb.
Nurses and Other Clinicians
Documentation burden is not limited to physicians. Nurses, who make up the largest part of the clinical workforce, carry a heavy and growing charting load of their own. The KLAS Arch Collaborative and peer-reviewed nursing studies measure it.
Of shift time that acute and critical care nurses spent documenting patient care, time not available for the bedside.
Source: Mixed-methods study of acute and critical care nurse EHR documentation burden (2024)
Of nurses rated EHR flowsheets, the most burdensome component studied, as somewhat to extremely burdensome.
Source: Mixed-methods study of acute and critical care nurse EHR documentation burden (2024)
Of nurses rated the EHR care plan as somewhat to extremely burdensome, the second most burdensome component.
Source: Mixed-methods study of acute and critical care nurse EHR documentation burden (2024)
Acute care nurses surveyed who consistently describe documentation requirements as excessive, duplicative, and misaligned with clinical priorities.
Source: KLAS Arch Collaborative, Reducing Nursing Documentation Burden 2025
The pattern for nurses mirrors the physician data: roughly a third of the shift goes to the record rather than the patient, and the components nurses find most burdensome, flowsheets and care plans, are exactly the ones built from repetitive structured entry. The KLAS Arch Collaborative draws on more than 80,000 acute care nurses and reaches a blunt conclusion, that documentation is widely seen as excessive and duplicative. Because nurses are the largest clinical workforce, even a small reduction in charting time per shift translates into a large amount of recovered bedside care across a hospital.
What Reduces Documentation Time
The research also points to what helps. The clearest levers are reducing how much must be typed, keeping after-hours charting low, and trimming the note itself back toward clinically useful content.
More after-hours EHR time spent by physicians in the longest-note decile than the median physician, showing note length itself drives burden.
Source: Health Services Research, Documentation Dynamics: Note Composition, Burden, and Physician Efficiency (Apathy et al., 2023)
Higher odds of lower burnout for clinicians charting 5 or fewer after-hours hours per week versus 6 or more.
Source: Journal of the American Medical Informatics Association, physician burnout and after-hours charting (2021)
Growth in average outpatient note length from 2020 to 2023, showing note bloat is a reversible structural problem.
Source: Health Services Research, Documentation Dynamics (Apathy et al., 2023)
After-hours charting threshold below which clinicians, with leadership and IT trust, report 19 points less burnout.
Source: KLAS Arch Collaborative, Provider Burnout and the EHR Experience
The note-length finding is the most actionable. Physicians who write the longest notes are not safer or more thorough; they simply carry more burden, spending 39% more time on the EHR after hours than the median physician. Shorter, focused notes are a direct way to recover time. The other lever is the speed and friction of getting words into the record in the first place. Typing is slow, and every minute spent at the keyboard is a minute not spent with a patient or at home. This is where on-device dictation fits. VoicePrivate is a local, private voice-to-text dictation app: a clinician dictates and it types their words straight into whatever application they are already using, the EHR, an email, or a document, entirely on the device, with no data sent to the cloud. It does not change what must be documented, but it changes how fast the clinician can get it down, and it does so without routing any patient information off the device.
Clinical documentation is among the most sensitive text a clinician produces. A cloud voice-to-text service sends that audio to a third-party server. VoicePrivate is a local, private voice-to-text dictation app where the clinician dictates and the words are typed into whatever application they are already using, entirely on the device, with no data sent to the cloud. It is a faster way to get words into the record, not a change to what the record must contain. See why local processing matters.
What the Numbers Mean for Documentation Burden in 2026
Read together, the data describes a specific and persistent problem. Clinicians spend roughly as much time documenting care as delivering it, and for every hour with a patient there are close to two hours of EHR and desk work. A large share of that work no longer fits in the clinic day and follows clinicians home as pajama time, often an hour and a half most evenings. That load is one of the most consistently cited causes of burnout, for both physicians and nurses, and burnout in turn costs billions a year in turnover and lost clinical hours. Much of the bulk in the American note exists for billing and compliance rather than care, which is why US notes run about four times longer than those abroad.
The common thread is time. Every minute a clinician spends getting information into the record is a minute not spent with a patient, with family, or recovering from a demanding job. The research points to two durable fixes: write shorter, clinically focused notes, and reduce the friction of capturing them. VoicePrivate addresses the second. It is a local, private voice-to-text dictation app where the clinician dictates and the words are typed into whatever application they are already using, entirely on the device, with no data sent to the cloud. It will not shorten the regulatory note for you, but speaking is faster than typing, and keeping the dictation on the device means none of that sensitive text travels to a server. The statistics on this page describe the burden; faster, private capture is one concrete way to lighten it. To see how that works, read why local processing matters or explore the full feature list.
Sources
Every statistic on this page is drawn from the following public reports and studies. Figures are reproduced as published; follow the links for full context.
- Annals of Internal Medicine, Allocation of Physician Time in Ambulatory Practice: A Time and Motion Study in 4 Specialties, Sinsky et al., 2016 (pubmed.ncbi.nlm.nih.gov)
- Annals of Internal Medicine, Physician Time Spent Using the Electronic Health Record During Outpatient Encounters, 2020 (pubmed.ncbi.nlm.nih.gov)
- Annals of Internal Medicine, Primary Care Physician Time Spent in Patient Care: An Observational Study Using Electronic Health Record Logs, 2025 (acpjournals.org)
- American Medical Association, Family doctors spend 86 minutes of pajama time with EHRs nightly (ama-assn.org)
- American Medical Association, Doctors work fewer hours, but the EHR still follows them home, 2024 data (ama-assn.org)
- American Medical Association, Physician burnout rate continues to decline, 2025 data (ama-assn.org)
- American Medical Association, 2025 Prior Authorization Physician Survey (ama-assn.org)
- Medscape Physician Burnout and Depression Report (medscape.com)
- Mayo Clinic Proceedings, The Association Between Perceived Electronic Health Record Usability and Professional Burnout Among US Physicians, 2019 (pubmed.ncbi.nlm.nih.gov)
- KLAS Arch Collaborative, Provider Burnout and the EHR Experience (klasresearch.com)
- KLAS Arch Collaborative, Reducing Nursing Documentation Burden 2025 (klasresearch.com)
- JAMA Network Open, More Tethered to the EHR: EHR Workload Trends Among Academic Primary Care Physicians 2019-2023, 2024 (pmc.ncbi.nlm.nih.gov)
- Journal of the American Medical Informatics Association, Associations of physician burnout with organizational EHR support and after-hours charting, 2021 (academic.oup.com)
- Health Services Research, Documentation Dynamics: Note Composition, Burden, and Physician Efficiency, Apathy et al., 2023 (pmc.ncbi.nlm.nih.gov)
- Annals of Internal Medicine editorial on EHRs and physician burnout, Downing, Bates, and Longhurst, on US versus international note length (fiercehealthcare.com)
- American Hospital Association, Regulatory Overload report (aha.org)
- Annals of Internal Medicine, Estimating the Attributable Cost of Physician Burnout in the United States, 2019 (acpjournals.org)
- Electronic health record system use and documentation burden of acute and critical care nurse clinicians, mixed-methods study, 2024 (pmc.ncbi.nlm.nih.gov)
Frequently Asked Questions
Monthly. Each update pulls the latest available figures from sources such as the American Medical Association, Annals of Internal Medicine, JAMA Network journals, Mayo Clinic Proceedings, the KLAS Arch Collaborative, and the American Hospital Association. This edition reflects data available as of May 2026.
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