The story begins in 2014, when the National Health and Family Planning Commission launched the SRT program nationwide, with the Chinese Medical Doctor Association entrusted with developing training curricula and accreditation standards. The system was designed to homogenize the competence of China’s physician workforce, targeting six core domains: professionalism, clinical capability, patient-centered care, communication and collaboration, teaching proficiency, and lifelong learning. Most Chinese medical schools offer a five-year Bachelor of Medicine program, after which graduates must complete three years of standardized residency before practicing independently. The integration model allows a subset of these graduates to enroll in a three-year professional master’s program in which residency training runs concurrently with graduate coursework and thesis research. By contrast, academic master’s students focus on medical research and, if they later want to practice clinically, must complete a separate three-year residency after graduation.

The arithmetic of the integrated pathway explains its appeal. Delivered separately, postgraduate education and residency training would consume six years; merged, they take three, halving both the timeline and the costs for trainees and the state. Professional postgraduates gain substantially richer clinical exposure than they would in a purely academic program, redundant learning is reduced, and employing hospitals can recruit graduates who are ready to work immediately without bearing the cost of post-hoc residency training. Several universities have built continuous “5+3” programs that combine the undergraduate degree with integrated postgraduate residency training and waive the separate master’s entrance examination, while 14 institutions offer eight-year programs and Nanjing Medical University launched a nine-year track in 2019 that folds undergraduate, master’s, and doctoral education together with residency. Yet the review’s authors characterize the integration system as a transitional model unique to China, one whose internal contradictions have become increasingly difficult to ignore.

At the heart of those contradictions is what the authors call the dual identity problem. Postgraduate education falls under medical universities and education authorities, whose priority is the master’s degree; residency training falls under health authorities, whose priority is producing competent independent clinicians. Professional postgraduates are therefore simultaneously “students” and “residents,” subject to two governance systems with different objectives, funding streams, and evaluation logic. The regulatory requirements make the squeeze concrete: within a 36-month residency, clinical training must occupy at least 33 months, during which trainees attend teaching rounds, mortality and morbidity conferences, and mini-lectures, supervise junior learners, complete general and specialty-specific coursework, pass the National Medical Licensing Examination and the SRT completion examination, and produce a clinically oriented degree thesis. What remains for dedicated scientific research is, by the review’s account, insufficient.

The consequences show up in measurable training outcomes. Because rotations scatter trainees across departments, contact with master’s tutors who guide research and thesis work is limited, hindering research progress; conversely, research obligations degrade clinical skill development, and professional postgraduates score lower on clinical practical skills examinations than on theoretical ones. Some training base administrators reportedly allow trainees to shorten clinical rotations to complete graduation theses. A questionnaire survey found that 41.8 percent of professional postgraduates considered their course timetable unreasonable, with classes encroaching on ward rounds, rest periods, and departmental activities. The review also identifies a deeper institutional mismatch: tutor evaluation relies heavily on research output with little weight given to clinical proficiency, pressuring time-poor trainees toward superficial publications and producing what the authors describe as the dual predicament of weak research capabilities and limited clinical competencies.

The dual identity also determines material conditions. Because professional postgraduates hold student status, they pay tuition, receive no salary, and rely solely on postgraduate funding subsidies, prompting calls for national and provincial health and education departments to coordinate toward “equal pay for equal work.” Their student status also delays the practicing physician license, typically obtained only during the first year of residency, a lag that breeds patient distrust and further limits opportunities to practice clinical skills. The workload is heavy: studies cited in the review indicate that three-quarters of professional postgraduates work 50 to 60 hours weekly, and compared with socially recruited residency candidates they show significantly higher depression scores and perceived stress, with academic, research, and employment pressures as the primary stressors. The authors warn that such pressure can feed back into clinical care quality and patient safety.

Structural design flaws compound the identity conflict. Majors are designated down to the third-level discipline at application, so a trainee may commit to urology or general surgery before residency begins, narrowing basic training prematurely; yet the 33-month rotation offers no targeted emphasis on that specific discipline, leaving graduates whose employers classify them by specialty unable to meet the requirements for immediate specialty practice. The fixed three-year master’s timeline also prevents residency duration from being tailored to specialty needs, in contrast to the United States, where residency spans three to eight years depending on the field. Meanwhile, rapid enrollment expansion has outpaced the growth of preceptors and hospital beds, so trainees fail to meet stipulated requirements for managed inpatient beds and clinical operations. The surge has produced crowding-out effects as well: it draws stronger candidates away from academic research programs and limits residency bases’ capacity to recruit socially sourced residents, with some bases enrolling only professional postgraduates.

The pipeline problem begins even earlier. Because selection for professional postgraduate programs does not weigh undergraduates’ daily academic performance, students preparing for the postgraduate entrance examination neglect compulsory clinical internships. In one interview study of five-year clinical medicine students, all respondents expressed strong willingness to participate in their internships and recognized their importance, yet under examination pressure they reallocated an average of 60.3 percent of internship time to exam preparation. They then enter residency with weak clinical skills, making supervisors hesitant to delegate responsibilities and patients reluctant to entrust procedures to them.

Scholars have proposed remedies, and the review assesses them soberly. Dual-tutor arrangements pairing a clinical supervisor with a research supervisor have been suggested, but the supervising tutor does not directly administer clinical rotations, limiting the benefit. Incorporating protected research time into the residency program has been proposed, yet within a fixed three-year window any dedicated research period necessarily encroaches on clinical training, leading some to suggest allowing trainees to extend their program. Other proposals include counting research output in performance appraisals, standardizing guidance across the full clinical research workflow, expanding online and MOOC-based coursework to free time for rotations, guaranteeing bed and procedure quotas, prolonging rotations in specialty-relevant departments, and improving pay through scholarships, grants, and performance bonuses. The authors conclude these measures can partially improve conditions but cannot dissolve the combined clinical-rotation, research, and coursework burden while the training period and competency standards remain fixed.

The review therefore argues that reform must confront the dual identity directly, through either flexible decoupling or complete separation of residency from postgraduate education. Under flexible decoupling, residents would complete SRT first and then decide whether to pursue a master’s degree, with mutual recognition between residency curricula and postgraduate credits and variable training durations by specialty. Complete separation would clarify objectives and responsible entities for each pathway but may prolong training, raise fiscal costs, worsen geographic and socioeconomic inequities, and reduce physician supply for primary-care and resource-scarce regions. International systems offer reference points: United States residency is administered by the Accreditation Council for Graduate Medical Education, residents are legally employees rather than students, research is not mandatory, working hours are capped at 80 per week with at least one rest day, and the Association of American Medical Colleges reported average 2025 stipends of about $68,166 for first-year residents rising to about $94,215 by the senior postgraduate year, with funding flowing through Medicare, Medicaid, and hospital sources. In China, a central government subsidy of RMB 30,000 per resident per year is supplemented provincially, but professional postgraduates are not eligible for the dedicated residency stipends and generally earn less than other residents at the same site. The authors close with a research and policy agenda: standardized measures of clinical competence and research literacy, objective payroll and time-motion data rather than self-report, prospective tracking of burnout, depression, and turnover intention by trainee category, micro-costing of each pathway from government, hospital, and trainee perspectives, and evaluation of workforce retention and regional equity, noting that burnout already affects roughly three-fifths of residents, depressive symptoms about one in four, and nearly half report high turnover intention. Only with such evidence, they argue, can China choose among training pathways on grounds of competence, well-being, cost, and fairness rather than inertia.

Subject of Research: The integration of professional postgraduate education with standardized residency training in China

Article Title: A narrative review of the decade-long integration of professional postgraduate education with standardized residency training in China

Article References: Wang, W., Zhao, X., Zhao, Y., Chen, W., & Wu, X. (2026). A narrative review of the decade-long integration of professional postgraduate education with standardized residency training in China. Frontiers in Medicine, 13, Article 1892608. https://doi.org/10.3389/fmed.2026.1892608

Image Credits: AI Generated

DOI: 10.3389/fmed.2026.1892608

Keywords: standardized residency training, professional postgraduate education, China, medical education, dual identity, physician burnout, training reform, residency workload, health policy, graduate medical education, mental health, workforce equity

The research, led by Matthew J. Mulligan and colleagues at the University of Utah’s Spencer Fox Eccles School of Medicine, addressed what has come to be known in health services circles as the inbox problem. Patient portal messaging exploded during the COVID-19 pandemic, when in-person visits were curtailed and patients turned to electronic communication for everything from routine questions to urgent concerns. Studies cited by the Utah team document the consequences: more time tethered to the EHR, longer workdays that extend into evenings and weekends, and measurable links between after-hours inbox work and clinician exhaustion. Prior analyses have associated high EHR time with degraded quality-of-care metrics, and surveys of physicians consistently rank in-basket management among the most demoralizing parts of modern practice.

The logic of the intervention was straightforward. When a patient sends a medical advice request through the portal, that message does not have to be answered by the physician alone. Medical assistants can handle many routine requests using standing protocols, such as confirming that a stable patient’s medication refill matches an existing care plan, or relaying normal lab results with prepared explanations. Nurses can triage symptom-related messages using established decision rules, escalating only those that genuinely require physician judgment. The University of Utah team embedded standardized protocols directly into the EHR, integrating them into the existing workflows of primary care clinical staff rather than creating parallel systems. Because the initiative used existing personnel and existing technology, it required no new funding streams, a design choice the investigators describe as cost-neutral.

To test whether this approach actually moved the needle, the researchers conducted a quasi-experimental pre-intervention and post-intervention study across eleven primary care clinics within a large academic health system. The primary outcome was the percentage of patient medical advice requests, abbreviated PMARs, that were ultimately received by a physician. This metric captures the fraction of message traffic that escaped the care team’s front line and reached the doctor’s inbox. The researchers used multivariable mixed-effect regression analysis, a statistical approach that controls for potential confounding factors and accounts for the clustering of messages within individual physicians, which is essential when some clinicians handle far higher volumes than others.

The results showed a statistically significant shift. Before the intervention, 61.6 percent of PMARs were received by a physician. After the standardized protocols were integrated into staff workflows, that figure fell to 57.6 percent, a difference with a p-value below 0.001, indicating that the change was very unlikely to be due to random variation. In the fully adjusted multivariable mixed-effect model, the odds that a physician received a given PMAR after the intervention were lower than before, with an odds ratio of 0.83 and a 95 percent confidence interval of 0.82 to 0.84. Translated into practical terms, the intervention corresponded to a 4.6 percent reduction in the adjusted mean percentage of patient messages reaching physicians.

Statisticians will note that an odds ratio of 0.83 describes a modest effect, and the authors are candid about this. A four-percentage-point drop in the share of messages reaching physicians will not, by itself, transform the working lives of primary care doctors drowning in portal traffic. Yet the study matters for several reasons. First, it demonstrates that a low-cost, workflow-embedded intervention can produce a measurable, system-wide change across a large network of clinics, not just a pilot ward or a single motivated practice. Second, it provides quantitative evidence for a strategy that national recommendations have long championed on theoretical grounds: leveraging the full care team rather than concentrating message work on the most expensive and most constrained resource in the clinic, the physician.

The broader context makes the modest effect size easier to interpret. The volume of electronic inbox messages has been rising for years, driven by portal adoption, patient expectations of rapid electronic communication, and algorithmically generated messages such as automated result notifications and care-gap reminders. Research published in Health Affairs in 2019 linked physicians’ well-being specifically to in-basket messages generated by algorithms, and studies of EHR use trends among academic primary care physicians from 2019 to 2023 found clinicians increasingly tethered to the record. Against this rising tide, even holding the line requires effort. A 4.6 percent relative reduction in physician-received messages represents swimming against a current that pushes in the opposite direction every year.

The Utah study also contributes to a growing literature on team-based inbox management. Previous work has explored using medical assistants to manage portal messages, nurse triage models for patient messages, dedicated in-basket managers sometimes dubbed inboxologists, and simple tools to reduce overall portal message volume. What distinguishes the new study is its systematic, multi-clinic evaluation with a clear primary outcome and rigorous adjustment for confounders. By embedding the protocols within the EHR itself, the team ensured that medical assistants and nurses encountered the decision support at the moment a message arrived, rather than relying on memory or separate reference documents. This design detail matters, because workflow integration is repeatedly identified as the difference between interventions that stick and those that fade after the initial enthusiasm.

Still, the headline finding cuts both ways. After the intervention, physicians received 57.6 percent of all patient medical advice requests, meaning the majority of electronic patient communication still demanded physician attention. The authors conclude that integrating standardized protocols into primary care staff workflows was associated with a modest reduction in physician workload, while emphasizing that PCPs continued to receive more than half of all patient messages. This residual burden has implications for clinician well-being and retention, both of which the study identifies as casualties of the inbox problem. Burnout research has repeatedly connected inbox volume and after-hours EHR time to exhaustion among primary care clinicians, and workforce analyses warn that the current design of primary care may be structurally unsustainable.

For health systems searching for actionable steps, the study offers a template. Standardized protocols can be written, embedded in the EHR, taught to medical assistants and nurses, and applied to the large category of routine patient messages that do not require a physician’s diagnostic reasoning. The intervention required only a small internal grant of ten thousand dollars from the University of Utah’s Division of General Internal Medicine, underscoring that the barrier is organizational will rather than capital. The remaining challenge, the data suggest, is larger: redesigning primary care so that the physician’s inbox contains only what genuinely requires a physician, while the rest of the care team handles the rest, safely and consistently. Until that redesign matures, the inbox problem will persist, but the Utah results show that even incremental, protocol-driven changes can shift the balance of work back toward the team.

Subject of Research: Impact of standardized care-team protocols on primary care physicians' electronic health record inbox workload

Article Title: The Inbox Problem: Standardized Protocols for Primary Care Teams to Address Patient Messages

Article References: Mulligan, M. J., Conroy, M. B., Codden, R. R., Wu, C., Flynn, M., Loucao, S., McCormack, E., & Johnson, S. A. (2026). The Inbox Problem: Standardized Protocols for Primary Care Teams to Address Patient Messages. Journal of General Internal Medicine. https://doi.org/10.1007/s11606-026-10643-9

Image Credits: AI Generated

DOI: 10.1007/s11606-026-10643-9

Keywords: primary care, EHR inbox, patient portal messaging, team-based care, standardized protocols, medical assistants, nurse triage, physician burnout, quality improvement, electronic health records, clinician workload, patient messages

The letter, authored by Letlhogonolo Benny Tlhabano, Jobira Woldemichael, and Alexandria Jade Sutton, physicians at Atrium Health Wake Forest Baptist in Winston-Salem, North Carolina, responds to a 2025 study by Lukela and colleagues that examined the introduction of portal practice slots, dedicated blocks of clinical time in which physicians are scheduled to work through their electronic message queues rather than squeeze them into gaps between patients. The original study’s title delivers its verdict with unusual candor for a peer-reviewed journal: the intervention was, in the authors’ words, surprisingly helpful. The Wake Forest letterwriters take that finding and push it further, arguing that the approach deserves systematic adoption rather than local experimentation.

The technical logic behind portal practice slots is worth unpacking, because it reveals something important about how clinical workload actually behaves. An in-basket is what operations researchers would call an unbounded, asynchronous task queue: messages arrive continuously throughout the day, at rates determined by patient behavior rather than by any scheduling decision, and each message carries a variable cognitive cost, from a routine prescription refill to a complex result requiring a difficult phone conversation. Traditional clinic schedules allocate physician time in fixed increments, typically fifteen to twenty minutes per visit, with the implicit assumption that message work will be absorbed in the interstices, during lunch, after hours, or in the seconds between rooms. The result is a structural mismatch: bounded scheduled time colliding with unbounded asynchronous demand.

That mismatch has measurable consequences. Burnout among internists and family physicians has hovered at crisis levels for years, and the pandemic years intensified rather than created the problem; large surveys of physicians documented significant deterioration in burnout and satisfaction with work-life integration during the first two years of COVID-19, with recovery slow and uneven. Within that landscape, the in-basket occupies a special place in the burnout literature because it is the workload component most resistant to conventional fixes. Hiring more physicians does not shrink the message volume per clinician by much, because message volume tracks panel size and patient expectations, both of which expand to fill available capacity. The inbox, in other words, is a commons problem: every efficiency gain is immediately reinvested in more accessibility, and the marginal cost lands on the physician’s evening.

Portal practice slots attack the problem by changing the temporal architecture of the workday rather than the total volume of work. Instead of treating message management as an ambient background task, the intervention schedules it as a clinical activity with its own protected time, much like a procedure block or a hospital round. Physicians know when they will address the queue, patients can be told when to expect responses, and the work itself, which requires sustained attention and frequent context-switching between multiple charts, gets performed in contiguous blocks rather than fragmented slivers. The cognitive science here is straightforward: task-switching carries a measurable cost in both time and error rates, and fragmented message work is both slower and more dangerous than batched message work.

The Wake Forest physicians situate this intervention within a broader evidence base on how time allocation shapes both clinician wellbeing and patient outcomes. They point to older British research showing that lengthening consultations for complex patients in a high-deprivation practice increased patient enablement, the measurable capacity of patients to manage their own health, suggesting that how clinic time is structured matters as much as how much of it exists. They also cite more recent American work linking burnout to primary care clinicians’ perceptions of team-based scheduling support, evidence that the scheduling layer, long treated as an administrative afterthought, is in fact a primary determinant of whether clinicians experience their workload as manageable or crushing.

What makes the letter notable is its emphasis on the word surprisingly in the original study’s title. That single adverb encodes a decade of institutional pessimism. Health systems have tried a long menu of in-basket interventions, message triage by nursing staff, automated responses, pooled in-baskets, team-based documentation, and the results have been consistently underwhelming, because most of them relocate work rather than reduce it. A scheduling intervention that actually helped, and helped enough to surprise the people who studied it, suggests that the field may have been solving the wrong problem. The issue was never that physicians were inefficient with their inbox time; it was that no one had ever allocated them any inbox time at all.

The implications extend beyond individual wellbeing into workforce economics. Physician turnover is extraordinarily expensive, with replacement costs for a departing primary care physician commonly estimated in the high hundreds of thousands of dollars once recruitment, onboarding, and lost productivity are counted. Burnout is the leading driver of that turnover, and in-basket overload is among the most frequently cited burnout drivers in qualitative surveys of practicing clinicians. An intervention that costs a health system essentially nothing beyond a reconfiguration of its scheduling template, no new hires, no new software, no capital expenditure, and measurably improves the daily experience of its clinicians represents an almost embarrassingly favorable return on investment. The barrier, as the letterwriters implicitly acknowledge, is not financial but cultural: clinic schedules are sacred objects in health system operations, and carving protected time out of them for what administrators may still perceive as clerical work requires a genuine shift in how organizations classify cognitive labor.

There are open questions the letter does not resolve, and honest coverage requires naming them. The original study was conducted at a single institution, and its findings will need replication across practices with different panel sizes, staffing models, and patient populations before the approach can be declared generalizable. There is also a risk that protected inbox time becomes a target for erosion, the way lunch breaks and administrative time have been eroded in countless clinics, absorbed piecemeal whenever patient demand spikes. And scheduling inbox work does nothing to address the underlying growth in message volume, which is itself a policy problem tied to patient portal access, reimbursement structures that reward asynchronous communication poorly, and the absence of payment for the considerable clinical judgment embedded in every thoughtful message response.

Still, the core insight survives those caveats, and it is the reason this modest letter to the editor has resonated well beyond its format. The in-basket explosion was never a technology failure; it was a scheduling failure, an attempt to run unbounded asynchronous work on a bounded synchronous timetable. Portal practice slots correct that architectural error with a change so simple it can be described in one sentence, and the early evidence suggests the correction works. For a profession losing its members to exhaustion at precisely the moment demand for primary care is accelerating, the most important innovation of the year may not be an algorithm or an AI assistant, but a block of time on a calendar, defended like the clinical resource it always should have been.

Subject of Research: Portal practice slots as a scheduling intervention for physician in-basket overload and burnout

Article Title: Letter to the Editor on “Surprisingly Helpful: The Introduction of Portal Practice Slots to Address the In-Basket Explosion and Physician Burnout”

Article References: Tlhabano, L. B., Woldemichael, J., & Sutton, A. J. (2026). Letter to the Editor on “Surprisingly Helpful: The Introduction of Portal Practice Slots to Address the In-Basket Explosion and Physician Burnout”. Journal of General Internal Medicine. https://doi.org/10.1007/s11606-026-10796-7

Image Credits: AI Generated

DOI: 10.1007/s11606-026-10796-7

Keywords: physician burnout, in-basket overload, portal practice slots, primary care, electronic health records, scheduling intervention, work-life integration, Journal of General Internal Medicine, clinician wellbeing, health system operations, task-switching, workforce retention

The study, led by Bin’e Wang, Mei Lu, and Ming Tao of the Affiliated Hospital of Zunyi Medical University, together with colleagues at Zunyi Medical University, took a deliberately close-up look at the psychological experiences of resident trainees enrolled in China’s mandatory standardized residency training program. Standardized residency training, known as SRT, is the compulsory pathway through which every newly graduated physician in China must pass before practicing independently. Trainees commonly face heavy workloads, low remuneration, ambiguous professional identity, psychological stress, and burnout, yet most prior research has treated these burdens as if they were uniform across the entire training period. Few studies have compared psychological experiences across training stages, even though the challenges trainees confront and the support they need vary substantially from one stage to the next.

To capture that variation, the researchers employed a descriptive phenomenological design, a qualitative approach rooted in the philosophy of phenomenology, which seeks to describe lived experience exactly as participants perceive it rather than through the lens of pre-existing theory. Using purposive sampling, the team selected 33 resident trainees at different stages of training from a tertiary Grade A hospital, the top tier of China’s hospital classification system and a setting where trainees encounter some of the most demanding clinical environments, including intensive care units. Each trainee participated in a semi-structured interview, a format that follows a prepared interview guide while allowing participants to raise unexpected themes in their own words. The interviews were transcribed with the assistance of the AI transcription feature of Tencent Meeting, used only for preliminary text conversion; the authors then manually proofread every sentence against the recordings and bear full responsibility for the content.

The researchers analyzed the interview data using Colaizzi’s seven-step method, a rigorous qualitative analysis framework that moves from reading the transcripts and extracting significant statements to formulating meanings, clustering themes, and validating the resulting themes against the original accounts. The analysis, reported in accordance with the Standards for Reporting Qualitative Research, yielded three core themes that together describe a staged psychological trajectory rather than a unitary or static experience.

The first theme traced the phased accumulation of self-efficacy, the psychological construct describing a person’s belief in their own capacity to execute the behaviors needed to perform successfully. In the earliest stage of training, residents described positive experiences that built this confidence from the ground up: first successful procedures, first reassuring evaluations from supervisors, first moments when a patient’s condition improved under their watch. Self-efficacy accumulated gradually, fed by mastery experiences and social persuasion, until it reached a point of stable maintenance in later stages, when trainees no longer questioned whether they belonged in the hospital but instead relied on established routines to carry them through clinical demands. The trajectory suggests that early training is a critical window in which psychological foundations are laid, and that positive early experiences are not merely pleasant but structurally necessary for the confidence residents will draw on for years.

The second theme revealed an inverse psychological relationship between subjective well-being and job burnout across the training stages. Subjective well-being, the scientific term for how people evaluate their own lives in terms of positive feelings and satisfaction, declined as training progressed, while burnout emerged and intensified. Burnout, in the occupational psychology literature, is characterized by emotional exhaustion, depersonalization, and a diminished sense of accomplishment, and it is a recognized hazard in medical training worldwide. The study’s trainees described a pattern in which the early idealism and energy of the first stage gave way to declining well-being and the emergence of burnout in later stages, a reversal that the researchers describe as inverse psychological experiences of well-being and job burnout. This finding is technically significant because it implies that burnout is not simply the residue of an exhausting first year; it can deepen precisely when trainees are expected to be most competent and most independent, at the very point when programs typically reduce supervision and psychological support.

The third theme concerned professional identity and development, charting a movement from idealistic identification to realistic confusion. In the early stage, trainees identified strongly with the idealized image of the physician, embracing the profession’s prestige and purpose with something approaching enthusiasm. As training advanced and they confronted the realities of the job, including heavy workloads, low remuneration, and the ambiguous professional identity that China’s trainees commonly report, that idealistic identification eroded into realistic confusion. Trainees questioned what kind of doctor they were becoming, what the profession actually offered them, and whether the identity they had entered training to assume still matched the person emerging from it. Professional identity, in the vocational psychology literature, is the integration of one’s self-concept with the values, norms, and role expectations of a profession, and its destabilization is a known risk factor for attrition and mental health problems in medical trainees.

Taken together, the three themes support the study’s central conclusion: the psychological experiences of resident trainees during standardized residency training are phased rather than unitary or static. Confidence builds in stages, well-being and burnout move in opposite directions across stages, and professional identity transforms from idealism to confusion as the realities of the profession replace its ideals. Because the challenges and support needs vary by stage, clarifying stage-specific experiences is essential for designing targeted interventions, improving training quality, and protecting trainees’ mental health. A support system calibrated to the first stage, when self-efficacy is fragile and idealism is high, would look very different from one calibrated to the later stages, when burnout deepens and identity confusion sets in.

The researchers argue that standardized residency training management should therefore pursue two goals simultaneously: cultivating clinical competence and establishing a phased psychological support system, so as to optimize trainees’ psychological experiences and promote positive psychological feelings. In practical terms, that could mean pairing early-stage residents with supervisors who provide frequent mastery experiences and encouragement, monitoring well-being and burnout longitudinally rather than at a single point, and offering identity-focused mentoring in later stages when realistic confusion is most likely to take hold. The study was conducted in accordance with the Declaration of Helsinki and approved by the Ethics Committee of the Affiliated Hospital of Zunyi Medical University, with participants’ privacy strictly protected and all records anonymized. It was supported by the Zunyi Medical University Innovation and Entrepreneurship Training Program, and the authors declare no competing interests.

For the global medical community, the study offers a technical framework with viral potential: the idea that residency is not one psychological experience but several, each with its own hazards and its own remedies. As health systems worldwide confront physician burnout, attrition, and a widening mental health gap among trainees, the message from this qualitative study is clear. If programs want residents to emerge as confident, well, and professionally grounded physicians, they must stop treating the training years as a single block and start reading them as a staged journey, intervening at each stage with the psychological support that stage demands. The 33 trainees who shared their experiences despite demanding clinical schedules made that message possible, and their openness may reshape how training programs think about the minds behind the white coats.

Subject of Research: Stage-specific psychological experiences of resident trainees in standardized residency training

Article Title: Stage-specific psychological experiences of resident trainees in standardized residency training: a qualitative study

Article References: Wang, B., Lu, M., Ji, J., Gao, F., Wang, H., Yuan, Y., & Tao, M. (2026). Stage-specific psychological experiences of resident trainees in standardized residency training: a qualitative study. BMC Health Services Research. https://doi.org/10.1186/s12913-026-15858-4

Image Credits: AI Generated

DOI: 10.1186/s12913-026-15858-4

Keywords: residency training, physician burnout, mental health, medical education, qualitative research, professional identity, self-efficacy, subjective well-being, Stage-specific, psychological, experiences, resident

The study, led by Kudret Selki of Düzce University in Turkey together with colleagues at Bolu Abant Izzet Baysal University, set out to quantify a phenomenon that has long been discussed anecdotally but rarely measured systematically: the steady stream of medical questions that clinicians receive from family members, relatives, and friends outside any formal care setting. Using a structured questionnaire, the researchers surveyed 191 participants drawn from both medical students and practicing physicians, asking about the frequency and characteristics of informal consultation requests received during the previous week, the perceived impact of those requests on work-life balance, stress and anxiety, and perceived violations of professional boundaries, as well as how participants typically responded.

The numbers reveal how pervasive the practice has become. Only 15.2 percent of participants, or 29 of the 191 surveyed, reported receiving no informal consultation requests in the previous week. The overwhelming majority, 140 participants or 73.3 percent, reported between one and five requests, while 22 participants, or 11.5 percent, reported six or more. In other words, roughly 85 percent of the medical students and physicians surveyed had been asked for medical advice by someone in their personal network within a single week, often multiple times.

The channels through which these requests arrive reflect the digital transformation of everyday communication. WhatsApp or similar messaging applications were the most common delivery method, accounting for 60.7 percent of requests, with traditional phone calls making up much of the remainder. The askers were overwhelmingly personal contacts: family members or relatives initiated 70.7 percent of the requests. Notably, the questions themselves rarely fell within the respondent’s own specialty, with 80.1 percent of participants reporting that the requests were unrelated to their field of expertise. And despite the potential for alarming scenarios, 98.4 percent of the requests were judged to be non-urgent, suggesting that most of this traffic consists of everyday complaints, medication questions, and second opinions rather than emergencies.

Those findings align with a broader research literature on so-called curbside consultations, the informal advice-seeking that predates smartphones by decades. A classic 1998 study published in JAMA documented how common such consultations were among primary care physicians and subspecialists, and more recent work has examined the specific challenges that messaging platforms like WhatsApp pose for clinical record keeping, data storage, and documentation. Emergency medicine researchers have likewise explored the ethical and liability questions raised when physicians treat or advise family members, friends, and colleagues outside formal channels.

What makes the new study distinctive is its attempt to connect this informal traffic to measurable occupational well-being. The researchers used a modified version of the Mini-Z 2.0 instrument, a validated questionnaire widely used to assess stress, workload, and job satisfaction among clinicians, and calculated a study-specific composite total occupational well-being score in which higher values indicated better well-being. They then performed univariable and multivariable linear regression analyses to identify which factors were associated with the Mini-Z total score.

The results point to a psychologically nuanced picture. Perceived stress and anxiety rose significantly with the frequency of informal consultation requests, and so did the sense that professional boundaries were being violated, with the increases across frequency categories reaching statistical significance at p equals 0.027 for stress and anxiety and p equals 0.021 for perceived boundary violation. Yet, somewhat counterintuitively, the modified Mini-Z total scores did not differ significantly across request-frequency categories, with a p value of 0.528. Frequency alone, in other words, did not translate into worse overall occupational well-being.

The multivariable analysis sharpened that insight further. The factor most strongly and independently associated with lower occupational well-being was not the number of requests received but the response behavior of the clinician. Participants who answered that they responded to informal requests only depending on the situation, or who did not respond at all, had significantly lower modified Mini-Z total scores, with a regression coefficient of minus 2.55 and a 95 percent confidence interval spanning minus 4.72 to minus 0.38, and a p value of 0.022. Clinicians who felt unable to adopt a consistent approach, whether always responding or always declining, appeared to pay a psychological price, possibly reflecting the internal conflict of navigating familial obligation against professional caution.

The authors conclude that informal medical consultation requests through phone calls and messaging applications are common and, although mostly non-urgent, may generate stress and a perceived violation of professional boundaries. Crucially, they suggest that the impact on occupational well-being may depend less on request frequency itself than on how these requests are experienced and managed. That framing resonates with earlier qualitative work, including a BMJ Open study exploring how general practitioners and medical students negotiate the boundary between their public-professional and private-personal realms on social media, and with a growing body of research linking digital communication burdens, from electronic health record use to secure messaging, to physician burnout.

The study carries practical implications for medical education and health system policy. If the psychological burden of informal consultations stems largely from ambivalence about how to respond, then training clinicians in structured ways to handle such requests, echoing frameworks like the 5Cs of consultation developed for emergency department communication, could help protect both clinicians and the friends and relatives who seek their advice. The authors also note that the research received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors, and that the study was approved by the Bolu Abant Izzet Baysal University Clinical Research Ethics Committee in February 2021, with informed consent obtained from all participants. As messaging platforms continue to dissolve the walls between personal and professional life, the survey offers a quantitative reminder that the doctor in the family group chat is navigating a genuine occupational hazard, one that medicine has only just begun to measure.

Subject of Research: Informal medical consultations via digital platforms and their impact on the occupational well-being of medical students and physicians

Article Title: Burden of Informal Medical Consultations via Digital Platforms Among Medical Students and Physicians: A Cross-Sectional Survey

Article References: Selki, K., Demirel, M. E., Boğan, M., Karaduman, M., Ertunç, H. B., Bozkurt, Y., Akkaya, C., & Öztürk, Ö. A. (2026). Burden of Informal Medical Consultations via Digital Platforms Among Medical Students and Physicians: A Cross-Sectional Survey. Journal of General Internal Medicine. https://doi.org/10.1007/s11606-026-10944-z

Image Credits: AI Generated

DOI: 10.1007/s11606-026-10944-z

Keywords: informal medical consultation, messaging applications, WhatsApp, occupational well-being, physician burnout, medical students, Mini-Z, professional boundaries, work-life balance, mobile health communication, curbside consultation, cross-sectional survey

The scale of the problem in such settings is stark. The authors cite a study of healthcare workers at Kenya’s largest government referral hospital that reported a burnout prevalence of 95.4 percent, a figure that approaches universality. A separate study of residents at a Kenyan tertiary academic teaching center found that 47.3 percent were at high risk for burnout. The drivers identified in both studies were systemic rather than individual: conflict between departments, relentless patient volumes, chronic workforce shortages, difficulty balancing professional and personal responsibilities, and maladaptive coping mechanisms including substance use. These conditions matter beyond the individual, the authors note, because burned-out physicians make more errors, communicate more poorly with patients, and generate lower patient satisfaction, turning a workforce crisis into a quality-of-care crisis.

RESIST takes its name from an acronym covering six domains: Rest and workload hygiene, Emotional and peer support, Skill training for residents, Institutional culture and psychological safety, Supportive faculty and role modeling, and Tracking and continuous improvement. The framework was introduced at Aga Khan University Hospital, which in 2020 became the first institution in Africa to earn accreditation from the Accreditation Council for Graduate Medical Education International, a milestone that gave the program an established accreditation foundation on which to build. The authors drew on global literature from higher-resource settings, including evidence for mindfulness training, structured mentorship, workload regulation, and organizational interventions targeting culture, and adapted those insights to their own constraints and lived experience.

The most consequential intervention, and the most expensive, was staffing. The program hired four part-time locum junior providers to cover additional shifts, academic half-days, and weekends, reducing resident fatigue while preserving protected educational time. Since implementation, tracked metrics have shown lower resident attrition and reduced self-reported burnout. The authors argue that this upfront investment may prove cost-effective relative to the downstream costs of burnout-related attrition, medical errors, and turnover, expenses they say are chronically underrecognized in training budgets across low- and middle-income countries. For programs that cannot afford locum hires, the paper proposes tiered alternatives such as rotating elective coverage or task-shifting. In parallel, the hospital adopted a lower-cost electronic health record, a change not originally part of the resiliency initiative, which further reduced the documentation burden on trainees.

Emotional support was addressed by leveraging resources the institution already had. Where access to professional counseling was limited, the program strengthened peer-support groups, faculty mentorship, and partnerships with community mental health services, alongside structured debriefing after critical clinical events. These mechanisms, the authors write, helped residents process emotionally difficult experiences, normalized help-seeking behavior, and acknowledged the emotional dimensions of patient care, an aspect of medicine that is often left unspoken in hierarchical training environments.

Skills training focused on practical, teachable defenses against stress. The program ran quarterly workshops on sleep science and fatigue management, optimized on-call rooms, and created structured opportunities for short restorative naps during overnight shifts, with facilitated discussions woven into monthly academic half-days. Substance use, which the authors describe as frequently underaddressed in training programs, was tackled through targeted educational sessions, peer-led discussions, and confidential referral pathways built on existing institutional and community resources. The authors note that formal outcome data for these measures are not yet available, though informal feedback from residents and faculty has been favorable.

Perhaps the most culturally ambitious component targets psychological safety, the shared belief that individuals can speak openly without fear of retribution. The program created quarterly town halls, small-group debriefs, and monthly wellness check-ins as protected forums for residents to raise concerns and propose solutions. To counter the barriers posed by steep hierarchies and fear of retaliation, the institution implemented an anonymous reporting system alongside a university Safe Disclosure Program. Residents were empowered to choose their own faculty mentors, and faculty were encouraged to model vulnerability by openly sharing their own professional struggles during teaching sessions, a deliberate strategy to destigmatize imperfection and encourage early help-seeking. Initial surveys and structured discussions already point to stronger one-on-one engagement between faculty and residents, and the team is extending this into a formal longitudinal evaluation.

Faculty development was embedded in the institution’s mandatory continuing education program, which trained designated wellness champions and promoted dialogue around fatigue and burnout. Biannual faculty workshops were introduced to help senior physicians recognize early signs of resident distress, complemented by informal coaching. The authors emphasize that role modeling mattered as much as formal training: faculty consistently demonstrated healthy behaviors, including respecting time off and protecting academic time, reinforcing the message that well-being is a core professional value rather than a private individual responsibility.

Crucially, the framework treats data collection as an active feedback loop rather than a bureaucratic exercise. The program monitors duty hour violations, sick leave utilization, burnout survey scores, and resident satisfaction, and uses those metrics to guide interventions. Increases in duty hour violations prompted targeted schedule adjustments, while adverse trends in burnout survey results triggered the introduction of additional peer support sessions. This iterative approach, the authors argue, kept resiliency efforts dynamic and embedded within the training environment rather than functioning as isolated, one-off interventions that fade once initial enthusiasm wanes.

The authors are candid that implementation was not without obstacles, including difficulty recruiting junior providers, building faculty capacity to address burnout, and encouraging uptake of anonymous reporting. Those barriers were managed through phased implementation, faculty development, and sustained leadership engagement. Formal outcome and cost-effectiveness data are not yet available, and the team acknowledges that early signals, such as improved faculty-resident engagement, are encouraging but not conclusive. Longitudinal evaluation, including resident-level outcomes and cost analysis, is now a priority, aimed at rigorously testing whether RESIST produces resilient and compassionate physicians, sustains a constrained workforce, and can be adapted across similar low-resource settings. If those evaluations bear out the early trends, the Nairobi experience could offer a template for training programs worldwide that have assumed, until now, that physician well-being is something only wealthy health systems can afford to protect.

Subject of Research: Resilience training and burnout prevention among medical residents in low-resource settings

Article Title: RESIST: Addressing Resident Resiliency in Low-Resource Settings

Article References: Ali, S. K., Chandani, A. K., Sayed, F., & Talib, Z. (2026). RESIST: Addressing Resident Resiliency in Low-Resource Settings. Journal of General Internal Medicine. https://doi.org/10.1007/s11606-026-10896-4

Image Credits: AI Generated

DOI: 10.1007/s11606-026-10896-4

Keywords: physician burnout, medical residency, resilience training, low-resource settings, graduate medical education, Kenya, psychological safety, resident wellness, peer support, workforce sustainability, Aga Khan University Hospital, global health

The Gonzalez review, which the editorial frames as a timely analysis of a wicked problem, examined the published literature on structures and interventions aimed at mitigating mistreatment within graduate medical education, the training phase that begins after medical school graduation. The authors identified 71 articles and 30 abstracts published between January 2015 and July 2025, describing 71 distinct structures. Of these, 56 were educational or training interventions and 15 were programs or policies. The policy-level approaches included instruments to measure mistreatment and institutional or programmatic strategies to address or prevent it, some of which targeted efforts at specific groups such as minoritized trainees. On the surface, that volume of activity might suggest a field taking the problem seriously. The details tell a different story.

The most striking finding is how thin most of the effort has been. The majority of the training interventions cataloged in the review were single sessions, 44 of them, and most targeted residents as participants, 34 in total. In other words, the dominant model for combating a deeply entrenched cultural problem has been a brief lecture or workshop delivered to one layer of the hierarchy. Miller and Logio argue that this approach exposes a critical structural limitation: mistreatment is treated as a learner issue, something to be managed through trainee education, when it is in fact a workforce, quality, safety, retention, and equity issue that implicates everyone who shapes the clinical environment.

The data on prevalence help explain why the editorial’s authors are impatient. Mistreatment in undergraduate medical education has been tracked annually since 1999 through the American Association of Medical Colleges Graduation Questionnaire, and the most recent data show that 38 to 40 percent of medical students report experiencing at least one incident of mistreatment during medical school. Mistreatment is defined by the AAMC as any behavior that shows disrespect for the dignity of others and unreasonably interferes with the learning process. Nearly four in ten students encountering such behavior suggests that disrespect is not an aberration in clinical training but a routine feature of it.

The picture in graduate medical education looks different, and the difference matters for how interventions should be designed. Since 2020, the Accreditation Council for Graduate Medical Education has included professionalism items on its annual resident survey, asking whether residents personally experienced or witnessed abuse, harassment, mistreatment, discrimination, or coercion. National rates of personally experienced mistreatment have ranged from 5 to 7 percent, and witnessed mistreatment from 6 to 8 percent. Those percentages translate into an average of nearly 9,500 trainees who personally experience mistreatment and more than 10,700 who witness it each year. The editorial argues that these figures reveal the persistence of an unsafe culture in which bad behavior is written off as a professional rite of passage.

Why do medical students report mistreatment at rates several times higher than residents? The editorial points to structural differences between the two populations. Medical students are novice learners who receive grades during short-term clinical rotations, making them uniquely vulnerable to the power dynamics of the wards. Residents, by contrast, are embedded in a specialty as employed junior colleagues who often work with the same faculty over years, and they are joining a discipline-specific guild in which success depends heavily on a strong network of mentors. Graduate medical education programs are also housed within hospitals where institutional factors may shape the culture of reporting. All of this makes the true scope of mistreatment difficult to measure, let alone eliminate, and it means that findings from one level of training cannot simply be transferred to the other.

Perhaps the most consequential evidence cited in the editorial comes from a study by Leitman and colleagues at the Icahn School of Medicine, which used an online reporting system to track unprofessional behavior. Of 173 reported incidents, 104 were attributed to faculty. Just twenty faculty members, 0.7 percent of the faculty, accounted for 52 of the reports, a full half of the total, while 97 percent of faculty members had no reports at all. Miller and Logio endorse the study’s conclusion that longitudinal skills programs focused on the small fraction of repeat offenders, roughly 3 percent, are more likely to move the needle than broad-based training aimed at everyone. The concentration of harm in so few hands suggests that targeting resources at the source, rather than diffusing them across entire trainee populations, could be the single highest-yield intervention available.

The editorial also insists that any reboot of the clinical learning environment must center the marginalized populations who bear a disproportionate burden of mistreatment, bias, and harassment. A 2026 AAMC report on sexual harassment among medical school faculty found overall rates of 11.3 percent among men and 29.3 percent among women. Among LGB+ men the rate was 17.2 percent, and among LGB+ women it reached 40.9 percent. Critically, metrics around engagement were significantly lower among those who had been harassed compared with their peers. That erosion of engagement, the authors argue, undermines both learning and patient care, and it demonstrates that rigorous standards of competence and a genuine sense of belonging are not in tension. Psychological safety, they suggest, is the foundation on which both rest.

So what would a systems approach look like? The editorial draws on the literature on healthy clinical learning environments, citing Stuart Slavin, the ACGME Vice President of Well-Being, who advocates for organizational design, strong leadership, and balancing workplace demands with available resources. Eliminating mistreatment, on this view, requires every member of the clinical learning environment to focus on workplace well-being, backed by leaders who buy into necessary changes and reinforce the message clearly and frequently. The authors also point to relationship-centered care, an approach that fosters a strong web of interpersonal connections among care team members in addition to strong clinician-patient relationships. They raise an uncomfortable possibility: the large health systems created through hospital mergers, acquisitions, and private equity buyouts may have eroded something foundational to the learning environment itself.

The destination the editorial describes comes from organizational psychologist Amy Edmondson, whose work identifies high psychological safety combined with high accountability as the hallmark of optimal conditions for learning and performance. Institutions, the authors write, need robust reporting systems that practice transparency and accountability, with particular attention to repeat offenders, and clinical learning environments should embrace frameworks that allow strong interpersonal relationships to form and grow. Future research should follow the gaps the review exposes: longitudinal, multi-level programs that perhaps track trainees from medical school into residency, interventions that measure whether behavior actually changes rather than merely whether awareness increases, and comparative studies across undergraduate and graduate settings where reporting cultures and power dynamics differ substantially. The editorial’s closing argument is blunt. A clinical learning environment shaped by fear, silence, and preventable disrespect cannot produce the belonging, trust, and accountability that learning and patient care require, and rebooting it will require leaders to redesign systems, relationships, and norms so that mistreatment is prevented at its source and no longer mistaken for part of becoming a physician.

Subject of Research: Mistreatment and interventions in the medical education clinical learning environment

Article Title: Reboot the Clinical Learning Environment

Article References: Miller, K. E., & Logio, L. S. (2026). Reboot the Clinical Learning Environment. Journal of General Internal Medicine. https://doi.org/10.1007/s11606-026-10884-8

Image Credits: AI Generated

DOI: 10.1007/s11606-026-10884-8

Keywords: medical education, graduate medical education, mistreatment, clinical learning environment, resident wellness, psychological safety, sexual harassment, ACGME, AAMC, scoping review, physician burnout, unprofessional behavior

The scale of the problem the study addresses is hard to overstate. Documentation in the electronic health record is frequently cited as a primary driver of physician burnout, a phenomenon that has worsened across the American medical workforce in recent years. National surveys have tracked rising burnout and declining satisfaction with work-life integration among physicians compared with the general working population, and health services researchers have estimated the enormous expenditures attributable to burnout-related turnover in primary care. Burnout is not merely a matter of professional misery; systematic reviews have linked it to degraded quality and safety of care, and studies of electronic health record use have connected heavy documentation loads to clinician stress, reduced productivity, and even physician turnover.

Residents occupy a particularly exposed position in this landscape. These are physicians in post-graduate training, typically in their second or third year of residency when working in continuity clinics, and they must learn to navigate the electronic health record while simultaneously learning medicine itself. Prior research has shown that physicians receive little formal training in efficient record use, that there is enormous variability in how individual clinicians document, and that this variation carries potential consequences for patient harm. Earlier studies have also documented the phenomenon known as note bloat—the progressive swelling of clinical notes with copied text, redundant information, and boilerplate that obscures the signal a busy clinician actually needs.

The Mount Sinai team designed their study to test whether standardization could attack these problems directly. They compared fifty-two second-year and fifty-five third-year internal medicine residents who practiced under the new standardized system with historical control groups of fifty-five second-year and forty-nine third-year residents who had worked in the same urban academic clinic before the change. The intervention itself had three components: standardized documentation templates, standardized medication ordering practices, and mandatory training on how to use them, supplemented by incentivized opportunities for residents to practice the new documentation methods. The design was a pre-post difference-in-differences evaluation, a quasi-experimental approach that compares changes over time in the intervention group against changes in the control group, helping to separate the effect of the intervention from broader trends in documentation behavior.

What makes the study technically interesting is that the researchers did not rely on self-reported time savings, which are notoriously unreliable. Instead, they mined objective electronic health record efficiency metrics, measuring the time residents spent per appointment on chart review, note writing, and placing orders. They also measured the length of notes in characters and, critically, tracked the number of characters of text copied from prior notes and pasted into current notes—a direct window into how much of each note was genuinely new clinical thinking versus recycled text. These granular behavioral metrics, increasingly available through vendor analytics platforms, allow researchers to dissect exactly where documentation time goes and how interventions change clinician behavior at the keystroke level.

The results were striking. The intervention was associated with an 18.8-minute decrease in per-encounter documentation time for residents during their second post-graduate year and a 12.0-minute decrease during their third year, both statistically significant at p less than 0.0001. To put that in perspective, a resident seeing a full panel of patients in an afternoon clinic could recover well over an hour of previously lost time each session. Note length collapsed as well: second-year residents produced notes shorter by 3,650 characters, a 43.3 percent reduction, while third-year residents trimmed 1,608 characters, or 17.7 percent. Perhaps most telling was the fate of copy-paste text, the hallmark of note bloat, which fell by 66.7 percent among second-year residents and 74.6 percent among third-year residents.

The pattern across training years is itself informative. Second-year residents, who were encountering the standardized system as relatively fresh users of the outpatient record, showed larger absolute and relative improvements than third-year residents, who had already spent a year forming documentation habits under the old system. This is consistent with what learning scientists have long described about skill acquisition: early habits are more malleable, and interventions that shape practice from the start of a training stage may have an easier time than those asking experienced users to unlearn entrenched workflows. It suggests that residency programs considering similar reforms may get the biggest returns by introducing standardization at the moment residents first begin outpatient continuity work.

The well-being findings, however, are a cautionary coda. The researchers administered the Mini-Z survey, a validated instrument for assessing worklife and burnout in medical settings, before and after the intervention. Among the forty-two residents who completed the pre-intervention survey and the twenty-eight who completed the post-intervention survey, there were no significant changes in overall Mini-Z scores. There was one encouraging signal: a single-item burnout question improved from 3.2 before the intervention to 3.7 afterward, a statistically significant shift on a scale where the direction of improvement reflects lower burnout. But the authors are candid about the limitation—response rates to the well-being questions were low, and the analysis was underpowered to detect anything but large effects. Efficiency, in other words, demonstrably improved; whether that efficiency translated into residents feeling better about their work remains an open question.

This ambiguity matters because the relationship between documentation time and burnout is not a simple one-to-one pipeline. Prior studies have found associations between electronic health record design and use factors and clinician stress, and between after-hours record time and turnover intentions, but burnout is a multidimensional phenomenon shaped by workload, autonomy, meaning in work, and organizational culture. Freeing up nineteen minutes per visit may reduce one specific stressor without moving global well-being scores, especially over the relatively short window of a pre-post study. It is also possible that the residents who felt most burdened were the least likely to complete the follow-up survey, biasing the results in either direction. The study was deemed quality improvement by the Mount Sinai Department of Medicine Quality Improvement Committee and exempted from informed consent, reflecting its operational rather than experimental framing.

The findings arrive at a moment when the field is wrestling with how to reduce documentation burden at scale. Ambient artificial intelligence scribes, which listen to clinical encounters and draft notes automatically, have shown promising effects on documentation time in recent studies across primary care and emergency settings, and systematic reviews of artificial intelligence tools for clinical documentation are accumulating rapidly. But such technologies are expensive, raise new questions about accuracy and oversight, and remain unevenly deployed. The Mount Sinai study is a useful counterweight: a structured, low-cost intervention of templates, ordering standards, and training—implemented within an existing commercial record system—produced large, objectively measured efficiency gains without waiting for artificial intelligence to mature. For residency programs and clinics confronting documentation overload today, the message is that a meaningful share of the burden is not inherent to the software but to how it is used, and that how it is used can be taught, standardized, and measured.

Subject of Research: Effect of standardized outpatient electronic health record documentation on internal medicine resident efficiency and well-being

Article Title: The Impact of Outpatient Documentation Standardization on Internal Medicine Resident Efficiency and Well-Being

Article References: Kutscher, E., Halket, D., Feinberg, A., Blum, C., Koransky, A., Tamler, R., Federman, A., & Fishman, M. (2026). The Impact of Outpatient Documentation Standardization on Internal Medicine Resident Efficiency and Well-Being. Journal of General Internal Medicine. https://doi.org/10.1007/s11606-026-10858-w

Image Credits: AI Generated

DOI: 10.1007/s11606-026-10858-w

Keywords: electronic health records, documentation burden, physician burnout, internal medicine residency, note templates, clinical efficiency, copy-paste text, Mini-Z survey, graduate medical education, difference-in-differences, ambulatory care, well-being