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When a Patient Asks ‘Am I Keeping You From Something Important?’, Medicine Has a Design Problem

October 8, 2026
in Medicine
Ophelia Keating
By Ophelia Keating Scienmag Editorial Profile - Health Services Research
Reading Time: 5 mins read
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When a Patient Asks ‘Am I Keeping You From Something Important?’, Medicine Has a Design Problem

When a Patient Asks 'Am I Keeping You From Something Important?', Medicine Has a Design Problem

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It begins with a single, quietly devastating question. A patient with weeks of back pain finally sits across from her physician, having called the clinic without a timely response, sent messages through the patient portal, rearranged her personal obligations, and traveled to the office. Midway through her story, a secure chat notification flashes across the physician’s screen: a prescription error must be corrected before a pharmacist can dispense the medication. Then an in-basket message arrives from one of the sickest patients on the panel, reporting three falls in a single week. Then a medical assistant knocks at the door requesting a shingles vaccine order for someone waiting at the front desk. When the interruptions subside, the patient looks up sheepishly and asks, “Am I keeping you from something important?” That moment of shame, described by physicians at the University of Colorado Anschutz Medical Campus in a new viewpoint article in the Journal of General Internal Medicine, has become an almost universal experience in modern primary care, and the authors argue it is not a personal failing but a symptom of a broken communication architecture.

Interruptions have always been intrinsic to medicine, yet their true burden in outpatient settings remains surprisingly poorly measured. An observational study of outpatient internal medicine physicians in China documented an interruption rate of 6.46 per hour, a figure that captures only the disruptions researchers could directly observe. Comparable studies in United States outpatient practices have not been conducted in the past decade, a gap the Colorado authors attribute to the diffuse nature of ambulatory workflows. Unlike the emergency department or the operating room, where interruptions are discrete and countable events, primary care now runs on asynchronous communication and overlapping responsibilities that make disruptions difficult to quantify and, more insidiously, easy to normalize. Each individual ping seems trivial; collectively, they fragment the encounter into slivers of attention.

The technological transformation of the past two decades explains much of this fragmentation. Before widespread electronic health record adoption, clinicians were hardly free from distraction. Telephone calls, pagers, overhead pages, and in-person questions all demanded immediate attention. But communication flowed through fewer channels with more clearly defined workflows, making interruptions easier to integrate into the rhythm of the day. Today, clinicians navigate a proliferating array of platforms: patient portals, secure staff messaging systems, fax, mail, and the electronic in-basket, each with its own interface, its own monitoring burden, and its own implicit expectation of rapid response. The tools were intended to improve access and efficiency. Instead, their proliferation has paradoxically increased redundancy and disruption, forcing constant channel switching that alters attention, workflow, and the fundamental experience of clinical care.

The consequences are not merely cosmetic. A substantial body of research demonstrates that interruptions impair task performance, and studies of physicians specifically show that interruptions increase cognitive load, reduce efficiency, and contribute to clinical errors. Research on emergency physicians has linked interruptions and multitasking to task errors, a finding with obvious implications for any setting where diagnostic reasoning unfolds under divided attention. But the damage extends beyond the clinician’s desk. Patients experience fragmented attention directly, and their perception of care is shaped by the quality of the interaction itself. Studies of oncologists have shown that greater physician eye contact is associated with higher patient perceptions of trust, underscoring that sustained attention during the clinical encounter is not a soft nicety but a measurable component of the therapeutic relationship.

When attention is fragmented, the implicit message to the patient is that the encounter itself is negotiable. A patient who has invested significant effort to be seen, only to watch her physician’s eyes dart to a screen, may reasonably conclude that asynchronous channels, portal messages and phone calls, are a more reliable means of accessing medical attention. This creates a self-reinforcing loop: fragmented in-person care drives patients toward the very asynchronous messaging that further fragments clinicians’ attention, increasing the volume of in-basket work that then intrudes on the next visit. The viewpoint authors describe this as a shared state of dissatisfaction, in which clinicians feel distracted, staff feel unsupported, and patients feel undervalued during the most critical moments of care.

Frontline clinical staff experience a parallel and often overlooked pressure. The medical assistant who recognizes that a delayed vaccine order is escalating tension in a crowded waiting room must decide, on the spot, whether to interrupt a clinician already managing competing demands. In this role, staff function as communication gatekeepers within a complex system, exercising constant judgment often without standardized expectations. They carry responsibility for patient flow and communication decisions while receiving limited guidance on how to use the available modalities. The authors argue this mismatch increases stress, heightens error risk, and contributes to job dissatisfaction and burnout among frontline staff. These challenges have intensified since the COVID-19 pandemic, as remote work has reduced face-to-face access to team members, despite evidence that in-person communication improves job satisfaction among clinic staff.

Crucially, the authors frame the problem as a system-level design failure rather than a deficit of individual effort, and their proposed solutions are correspondingly structural. The most technologically prominent among them is ambient artificial intelligence: tools that generate clinical notes in real time by listening to the encounter, offloading documentation from the clinician. Recent research published in JAMA Network Open found that ambient AI scribes can reduce administrative burden and professional burnout. By untethering clinicians from the keyboard, such tools allow them to disengage from the screen and reorient attention toward the patient, improving perceived quality of care while enhancing presence and cognitive focus. Freed from documentation duties, the computer can even be repositioned as a shared educational resource, used to review imaging, laboratory data, or treatment plans together with the patient. When thoughtfully implemented, the authors suggest, ambient AI may help restore face-to-face care as the central act of medicine while reducing the burnout driven by documentation overload and relentless task switching.

Technology alone, however, is insufficient, and the authors are explicit on this point. Health systems must also design workflows that physically and temporally protect in-person visits. One promising strategy is the creation of dedicated, protected time during the clinic day for asynchronous work, allowing clinicians to address messages and administrative tasks in defined blocks rather than squeezing them into patient encounters. Research in ambulatory general internal medicine practices has found that this approach, while requiring a small decrease in bookable time for synchronous care, maintains quality measures and patient satisfaction while reducing clinician-reported intentions to cut back clinical time, an outcome the authors emphasize is especially important given the current shortage in the primary care workforce. In other words, protecting attention may be one of the most effective retention tools available to a strained system.

Clear system-wide communication guidelines are equally essential. Standardizing expectations around urgency, response times, and appropriate channels improves efficiency and gives clinicians more time to focus on synchronous patient care. Practical strategies include directing new symptoms to nurse triage by phone, discouraging nonessential portal messages, and avoiding communication sent simultaneously to multiple recipients, a practice that multiplies in-basket volume without adding information. Studies of academic internal medicine clinics have shown that simple tools can meaningfully reduce portal message volume, taming the in-basket that has become a leading driver of after-hours work. Health systems, the authors argue, should also audit whether all existing communication pathways are necessary at all; eliminating redundant channels may simplify navigation, reduce cognitive load, and restore focus to the therapeutic encounter.

The deeper message of the viewpoint is that face-to-face care remains the foundation of medicine, and that preserving its integrity requires deliberate efforts to rebalance communication systems, not to reduce access, but to ensure that when patients and clinicians are finally in the same room, that moment is protected. The question “Am I keeping you from something important?” is uncomfortable precisely because the honest answer is so often yes: the prescription correction, the falling patient, the vaccine order all matter. The goal of a well-designed system is to make sure those competing demands are handled in their proper place, so that the person in front of the clinician is never made to feel like the interruption.

Subject of Research: Workflow interruptions and communication burden in primary care and their impact on clinicians, staff, and patients

Article Title: Am I Keeping You from Something Important?

Article References: Arenz, D., Stenehjem, K., & Fuest, S. (2026). Am I Keeping You from Something Important?. Journal of General Internal Medicine. https://doi.org/10.1007/s11606-026-10865-x

Image Credits: AI Generated

DOI: 10.1007/s11606-026-10865-x

Keywords: primary care, physician interruptions, electronic health records, ambient AI scribes, in-basket burden, patient portal, clinician burnout, patient trust, eye contact, medical assistants, health communication, workflow design

Cite Scienmag News

Ophelia Keating. (October 8, 2026). When a Patient Asks ‘Am I Keeping You From Something Important?’, Medicine Has a Design Problem. Scienmag. https://scienmag.com/when-a-patient-asks-am-i-keeping-you-from-something-important-medicine-has-a-design-problem/

Ophelia Keating. "When a Patient Asks ‘Am I Keeping You From Something Important?’, Medicine Has a Design Problem." Scienmag, 8 October 2026, https://scienmag.com/when-a-patient-asks-am-i-keeping-you-from-something-important-medicine-has-a-design-problem/. Accessed 8 October 2026.

Ophelia Keating. "When a Patient Asks ‘Am I Keeping You From Something Important?’, Medicine Has a Design Problem." Scienmag. October 8, 2026. https://scienmag.com/when-a-patient-asks-am-i-keeping-you-from-something-important-medicine-has-a-design-problem/

Tags: ambient AI scribesclinical communication technology issuesclinician burnoutelectronic health recordseye contacthealth communicationhealthcare communication architecturehealthcare provider workload managementhealthcare system design flawsimpact of interruptions on patient carein-basket burdenmedical assistantsmedical communication breakdownmedical error prevention in outpatient settingsmedical practice workflow inefficienciesoutpatient care interruptionspatient engagement in primary carepatient portalpatient trustphysician interruptionsphysician-patient communication challengesprimary careprimary care doctor burnoutworkflow design
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