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	<title>adaptive expertise &#8211; Science</title>
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	<title>adaptive expertise &#8211; Science</title>
	<link>https://scienmag.com</link>
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		<title>Weekly Protected Flexible Time Emerges as a New Lever for Resident Learning and Well-Being</title>
		<link>https://scienmag.com/weekly-protected-flexible-time-emerges-as-a-new-lever-for-resident-learning-and-well-being/</link>
		
		<dc:creator><![CDATA[Glenn Wilkins]]></dc:creator>
		<pubDate>Sun, 27 Sep 2026 19:23:50 +0000</pubDate>
				<category><![CDATA[Psychology & Psychiatry]]></category>
		<category><![CDATA[adaptive expertise]]></category>
		<category><![CDATA[burnout]]></category>
		<category><![CDATA[clinical schedule optimization]]></category>
		<category><![CDATA[educational interventions in medical training]]></category>
		<category><![CDATA[graduate medical education]]></category>
		<category><![CDATA[Medical Education]]></category>
		<category><![CDATA[medical residency]]></category>
		<category><![CDATA[Mental health]]></category>
		<category><![CDATA[mental health in medical training]]></category>
		<category><![CDATA[Physician burnout prevention]]></category>
		<category><![CDATA[physician well-being]]></category>
		<category><![CDATA[postgraduate medical education]]></category>
		<category><![CDATA[program evaluation]]></category>
		<category><![CDATA[protected flexible time]]></category>
		<category><![CDATA[protected time]]></category>
		<category><![CDATA[psychiatry]]></category>
		<category><![CDATA[psychiatry residency]]></category>
		<category><![CDATA[residency program restructuring]]></category>
		<category><![CDATA[residency training]]></category>
		<category><![CDATA[resident learning]]></category>
		<category><![CDATA[resident well-being]]></category>
		<category><![CDATA[thematic analysis]]></category>
		<category><![CDATA[University of Toronto]]></category>
		<category><![CDATA[work-life balance in residency]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=216907</guid>

					<description><![CDATA[A University of Toronto case study in Academic Psychiatry reports that a weekly block of protected flexible time in a psychiatry residency supported both resident learning and well-being.]]></description>
										<content:encoded><![CDATA[<p>Medical residency has long been described as a crucible: a period of intense clinical training in which young physicians absorb enormous amounts of knowledge while simultaneously absorbing the emotional weight of patient care. What has been less well understood is how the structure of a resident&#8217;s week shapes both what they learn and how they cope. A new case study published in Academic Psychiatry by researchers at the University of Toronto&#8217;s Temerty Faculty of Medicine suggests that a surprisingly simple intervention, a weekly block of protected flexible time carved out of the clinical schedule, can serve double duty, supporting both learning and well-being at once. The work, led by Erene Stergiopoulos, Maria Berseneva, Adrienne Tan, Maria Mylopoulos, and Deanna Chaukos, offers a detailed portrait of how one psychiatry residency program reorganized time itself as an educational and wellness resource.</p>
<p>The stakes of the question are considerable. Burnout and depression among resident physicians are among the most consistently documented problems in graduate medical education. A widely cited 2015 meta-analysis in JAMA found that more than one in four resident physicians screened positive for depression or depressive symptoms, and more recent work published in JAMA Network Open in 2024 has tracked the duration of new-onset depressive symptoms during residency, showing that the burden is not merely transient. Research in the New England Journal of Medicine has also linked long work hours to depression in first-year physicians. Against this backdrop, residency programs have experimented with a dizzying array of wellness initiatives, from resilience workshops to mindfulness sessions, often with disappointing results. Critics have argued that many such programs place the burden of coping on the individual trainee while leaving the underlying structure of work untouched, a mismatch captured in prior studies of wellness curricula that concluded that one size does not fit all.</p>
<p>The Toronto team approached the problem from a different angle. Rather than adding another wellness activity on top of an already saturated schedule, they asked what would happen if residents were simply given back a recurring, protected block of flexible time each week, time that could be used for learning, reflection, administrative catch-up, or recovery, according to each resident&#8217;s own needs. The idea, credited in the paper&#8217;s acknowledgements to Dr. Susan Abbey, was dubbed A&amp;P time, and it was embedded into the routine operations of the residency program rather than offered as an optional extracurricular. The design principle was that the time had to be genuinely protected: shielded from clinical duties, pages, and the ambient pressure to be perpetually available.</p>
<p>This framing draws on a growing body of theory in medical education around what researchers call adaptive expertise. In contrast to routine expertise, which allows clinicians to perform familiar tasks efficiently, adaptive expertise is the capacity to handle novel, ambiguous, and complex situations, to reason through problems that do not map neatly onto prior experience. Scholars including Mylopoulos and colleagues have argued that medical education systems tend to optimize for routine competence while systematically underdeveloping the habits of reflection, experimentation, and self-directed inquiry that adaptive expertise requires. Unstructured time, paradoxically, may be one of the few reliable incubators of those habits. When every hour of a resident&#8217;s week is scheduled, there is no room for the exploratory, self-directed learning that turns knowledge into judgment.</p>
<p>There is also a practical precedent. A 2020 study in JAMA Otolaryngology–Head &amp; Neck Surgery examined weekly protected nonclinical time in a surgical residency and found associations with lower burnout and improved well-being among residents. The Toronto case study extends this line of inquiry into psychiatry, a specialty where the emotional demands of the work are distinctive and where the boundary between professional and personal depletion can be especially porous. By treating the intervention as a program evaluation rather than a formal experiment, the researchers were able to capture rich, contextualized feedback from the residents who actually lived with the schedule change, analyzing their responses using established thematic analysis methods.</p>
<p>The regulatory environment matters here as well. Both the Accreditation Council for Graduate Medical Education in the United States and the Royal College of Physicians and Surgeons of Canada, which accredits the Toronto program, have general standards that require programs to protect time for education and to attend to trainee well-being. In practice, however, those requirements often collide with the relentless arithmetic of clinical service coverage. Education time is frequently the first casualty of staffing shortfalls, and wellness programming is frequently layered on top of unchanged workloads, producing what earlier researchers have described as mixed messages about wellness and work. The Toronto intervention is notable precisely because it attempts to reconcile the two: the protected block is framed simultaneously as learning infrastructure and as a well-being measure, on the theory that the two functions reinforce each other rather than compete.</p>
<p>The findings of the case study, as reported in the article, highlight how residents used and experienced the flexible time in ways that varied widely from person to person, echoing the earlier lesson that uniform wellness offerings fail because trainees&#8217; needs are heterogeneous. Some residents directed the time toward scholarly projects or targeted study; others used it to catch up on the administrative backlog that otherwise bleeds into evenings and weekends; others treated it as recovery time. The unifying thread was not the specific activity but the experience of autonomy and protection, the knowledge that a defined portion of the week belonged to the resident rather than to the service. That sense of ownership, the authors suggest, is what converts a scheduling change into a support for both learning and well-being.</p>
<p>The study also engages with a deeper tension in medical training, one articulated in a 2024 New England Journal of Medicine perspective on distinguishing necessary from unnecessary discomfort in training. Medical education has traditionally valorized hardship, operating on the assumption that enduring difficulty is itself formative. But the evidence on resident depression and burnout has steadily eroded the case for indiscriminate suffering. The Toronto team&#8217;s intervention occupies a thoughtful middle position: it does not remove the genuine challenges of clinical work, which remain the core of learning, but it removes a specific and arguably unnecessary form of discomfort, the chronic scarcity of self-directed time. In doing so, it reframes well-being not as a set of coping skills to be taught but as a structural property of the training environment itself.</p>
<p>Methodologically, the work is a case study, and the authors are appropriately measured about what that means. It describes a single program&#8217;s experience, evaluated as exempt from review by the University of Toronto Research Ethics Board, with data and evaluation materials available on request from the corresponding author. The qualitative approach, grounded in Braun and Clarke&#8217;s thematic analysis, prioritizes depth and transferability over statistical generalization. The researchers acknowledge the residents who participated and note that their feedback directly shaped ongoing program development, an iterative quality that distinguishes program evaluation from one-off research. Funding was provided in part by an Academic Scholars Award from the Department of Psychiatry at the University of Toronto, awarded to Dr. Chaukos, and the authors report no conflicts of interest.</p>
<p>For residency programs elsewhere, the takeaways are likely to resonate well beyond psychiatry. The intervention is cheap, requiring no new curriculum, no additional faculty, and no novel technology, only the political will to defend a recurring block of time against the constant encroachment of service demands. The evidence base, spanning the otolaryngology burnout study, the broader literature on adaptive expertise, and now this Toronto case study, converges on a common insight: time is not a neutral container for training but an active ingredient in it. How a program structures a resident&#8217;s week sends a signal about what it values, and programs that protect flexible, self-directed time may be making a measurable investment in both the competence and the durability of the physicians they produce. As graduate medical education continues to grapple with a mental health crisis among trainees, the simplest interventions, giving residents back a few protected hours and trusting them to use them well, may prove among the most powerful.</p>
<p><strong>Subject of Research:</strong> Weekly protected flexible time in a psychiatry residency as an intervention to support resident learning and well-being</p>
<p><strong>Article Title:</strong> Unstructured Time, Structured Support: Weekly Protected Flexible Time to Support Resident Learning and Well-Being</p>
<p><strong>Article References:</strong> Stergiopoulos, E., Berseneva, M., Tan, A., Mylopoulos, M., &amp; Chaukos, D. (2026). Unstructured Time, Structured Support: Weekly Protected Flexible Time to Support Resident Learning and Well-Being. <em>Academic Psychiatry</em>. <a href="https://doi.org/10.1007/s40596-026-02430-9" rel="noopener noreferrer">https://doi.org/10.1007/s40596-026-02430-9</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.1007/s40596-026-02430-9" rel="noopener noreferrer">10.1007/s40596-026-02430-9</a></p>
<p><strong>Keywords:</strong> residency training, physician well-being, burnout, medical education, adaptive expertise, protected time, psychiatry, graduate medical education, program evaluation, mental health, thematic analysis, University of Toronto</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">216907</post-id>	</item>
		<item>
		<title>Fifteen Years of Alumni Data Reveal What Immersive Bioengineering Education Really Delivers</title>
		<link>https://scienmag.com/fifteen-years-of-alumni-data-reveal-what-immersive-bioengineering-education-really-delivers/</link>
		
		<dc:creator><![CDATA[Gregory Coleman]]></dc:creator>
		<pubDate>Fri, 25 Sep 2026 20:49:49 +0000</pubDate>
				<category><![CDATA[Medicine]]></category>
		<category><![CDATA[adaptive expertise]]></category>
		<category><![CDATA[bioengineering education]]></category>
		<category><![CDATA[biomedical engineering alumni career development]]></category>
		<category><![CDATA[career outcomes]]></category>
		<category><![CDATA[clinical immersion]]></category>
		<category><![CDATA[cross-sectional survey of engineering alumni]]></category>
		<category><![CDATA[design controls]]></category>
		<category><![CDATA[entrepreneurship]]></category>
		<category><![CDATA[entrepreneurship in bioengineering graduates]]></category>
		<category><![CDATA[experiential design-centered engineering training]]></category>
		<category><![CDATA[experiential learning]]></category>
		<category><![CDATA[Global Health]]></category>
		<category><![CDATA[healthcare innovation education impact]]></category>
		<category><![CDATA[immersive bioengineering education outcomes]]></category>
		<category><![CDATA[impact of innovation-focused engineering programs]]></category>
		<category><![CDATA[Innovation Fellowship]]></category>
		<category><![CDATA[interdisciplinary healthcare innovation training]]></category>
		<category><![CDATA[Johns Hopkins CBID]]></category>
		<category><![CDATA[long-term career pathways of bioengineering graduates]]></category>
		<category><![CDATA[longitudinal study of engineering graduates]]></category>
		<category><![CDATA[medical devices]]></category>
		<category><![CDATA[professional skills retention in biomedical engineering]]></category>
		<category><![CDATA[regulatory strategy]]></category>
		<category><![CDATA[Spiral Innovation Model in engineering curriculum]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=214494</guid>

					<description><![CDATA[A 15-year alumni survey of Johns Hopkins CBID graduates shows immersive bioengineering education builds durable cross-sector skills, while exposing a critical gap in design controls training.]]></description>
										<content:encoded><![CDATA[<p>Few questions in engineering education are asked as bluntly, or answered as rarely, as this one: does an innovation-focused graduate program actually change what its graduates do, years after the capstone posters come down? A new study from the Johns Hopkins University Center for Bioengineering Innovation and Design (CBID) offers one of the most sustained attempts yet to find out. Drawing on a cross-sectional survey of 119 alumni who completed the program between 2009 and 2024, the researchers tracked career pathways, entrepreneurial activity, and—most tellingly—which of the skills the program teaches its graduates actually continue to use in professional practice. The results, published in Biomedical Engineering Education, are a rare longitudinal window into whether experiential, design-centered training produces durable professional value or merely satisfying student memories.</p>
<p>The program under study is a one-year, full-time Master of Science in Engineering that admits 16 to 24 students annually. Its pedagogical architecture rests on what the authors call the Spiral Innovation Model, which organizes healthcare innovation into four thematic quadrants: medical, technical, business, and entrepreneurial. Student teams cycle iteratively through all four domains over the year rather than treating them sequentially, a structure designed to surface interdependencies early and to avoid the late-stage failures that emerge when regulation, reimbursement, or clinical need is bolted on at the end. The curriculum runs in three phases: an eight-week clinical immersion paired with a month-long global health field experience in a low- or middle-income setting; a solution-generation phase emphasizing customer discovery and prototype screening; and a final phase of iterative prototyping, regulatory strategy development, and business model refinement, with most teams concluding the year holding a provisional patent application and a defined regulatory pathway.</p>
<p>The design is not accidental. It responds to a gap that employers have documented repeatedly: early-career biomedical engineering graduates arrive deficient in regulatory literacy, design control proficiency, quality systems management, and cross-functional communication, forcing companies to invest heavily in post-hire training. A consensus effort by the American Institute for Medical and Biological Engineering has explicitly placed regulatory literacy and design controls among the core competencies programs should produce, yet demand for regulatory-grade systems engineering talent continues to outpace supply across the medical technology industry.</p>
<p>What did the alumni data show? Immediately after graduation, 56.3 percent of respondents entered industry roles at established companies, 9.2 percent stayed on through a second-year Innovation Fellowship funded by the Abell Foundation, 10.1 percent founded a startup, and 9.2 percent began or resumed medical training. Placement was strikingly fast: 92.2 percent of industry-bound graduates secured their first role within three months of completion. Nearly half landed in research and development functions, and two-thirds joined organizations with more than 500 employees. Career advancement followed, with 81.8 percent reporting at least one promotion—though the authors caution that promotion counts largely reflect time in the workforce rather than program-attributable acceleration, a refreshingly honest caveat in a genre prone to inflation.</p>
<p>The most consistent finding concerns which parts of the curriculum mattered. Experiential components dominated alumni ratings: clinical observation and shadowing were rated high or highest value by 94.1 percent of respondents, work with U.S.-based medical partners by 90.8 percent, and global health field immersion by 81.5 percent. Lectures and coursework, by comparison, earned high or highest value ratings from fewer than 60 percent of alumni. Critically, this ranking held across all cohort groups spanning fifteen years, suggesting the primacy of immersion reflects a structural feature of the educational model rather than the nostalgia of any particular class. The pattern aligns with meta-analytic evidence showing that experiential learning environments yield a meaningful learning outcome advantage over conventional instruction.</p>
<p>Perhaps the most provocative finding is what the authors call entrepreneurial optionality. Startup formation was consistently rated a low-priority motivation at enrollment; students came for innovation skills, contextual exposure, and career preparation. Yet founder rates rose steadily across cohorts, from 6.7 percent among early alumni to 15.6 percent in mid cohorts and 18.2 percent among recent graduates. All 17 founders reported their ventures originated directly from program projects, most from the U.S. advanced health stream. The authors interpret this through the lens of entrepreneurial self-efficacy: the program cultivated the confidence and capability to pursue ventures when opportunities arose, rather than manufacturing founders by decree. For a field where venture creation is often treated as the sole barometer of an innovation program&#8217;s worth, the argument that optionality—not founder counts—measures success is a quietly radical reframing.</p>
<p>The study is equally candid about where the curriculum falls short, and the preparedness-versus-utilization analysis produces its most actionable finding. Only 24.7 percent of industry alumni felt significantly well prepared in design controls—the regulatory documentation framework governing medical device development—yet 48.1 percent reported using design controls significantly or extremely often in practice. This reverse gap, in which professional demand outstrips training, matches independent employer surveys identifying design controls among the hardest competencies to hire for. One alumnus wrote that more detailed coursework on FDA design controls would have been invaluable. Conversely, needs finding showed the opposite pattern: 71.4 percent felt well prepared, but only 39.0 percent used it frequently, because upstream need identification in industry typically belongs to senior R&amp;D and strategy teams rather than early-career engineers.</p>
<p>The Innovation Fellowship emerges from the data as a translational bridge rather than a startup launcher. All 11 fellowship respondents reported direct continuity between their master&#8217;s project and fellowship work, and most rated access to clinical experts, dedicated development time, and business mentorship as high-value components. Most fellows secured only non-dilutive funding—grants and awards—during the fellowship year, with one reporting pre-seed investment. The authors frame the fellowship&#8217;s function as extending development runway for projects needing more time and infrastructure than a single academic year allows, addressing well-documented reasons why university biomedical ventures stall before reaching prototype validation, incorporation, or first external funding.</p>
<p>Global health training, often treated as a humanitarian garnish in engineering curricula, also proved broadly transferable. Among the 116 alumni who completed the global health design stream, 89 developed a prototype within the first year, 65 collected clinical feedback from end users, 33 ran pilot studies, and 7 achieved field implementation. More tellingly, the skills alumni most often applied afterward were cross-cultural collaboration and systems thinking—cited by 78 and 66 respondents respectively—competencies that carry equally into domestic healthcare work rather than being confined to low-resource settings.</p>
<p>The authors are appropriately measured about causal claims. All data are self-reported, respondents were recruited through program channels and may skew toward satisfied graduates, and there is no comparison group from traditional programs, so relative effectiveness cannot be established. Subgroups for fellows and founders are small, and cohort trends in compensation and promotion largely mirror sector-wide salary growth and workforce tenure. But the study&#8217;s significance lies less in any single statistic than in its method: a program auditing its own graduates over fifteen years, publishing its gaps alongside its successes, and treating underperformance in design controls as productive evidence rather than an inconvenient embarrassment. For educators betting that immersive, clinically grounded training can produce adaptive expertise in biomedical engineers, this dataset is the strongest argument yet that the bet can pay off—and a concrete roadmap for where such programs should improve next.</p>
<p><strong>Subject of Research:</strong> Long-term career outcomes of a design-centered biomedical engineering graduate curriculum</p>
<p><strong>Article Title:</strong> Impact of a Bioengineering Innovation and Design Curriculum on Industry and Entrepreneurship Career Pathways</p>
<p><strong>Article References:</strong> Sanchez Renteria, S., Tailor, J., Parikh, K. S., Polsani, A., Acharya, S., &amp; Yazdi, Y. (2026). Impact of a Bioengineering Innovation and Design Curriculum on Industry and Entrepreneurship Career Pathways. <em>Biomedical Engineering Education</em>. <a href="https://doi.org/10.1007/s43683-026-00251-8" rel="noopener noreferrer">https://doi.org/10.1007/s43683-026-00251-8</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.1007/s43683-026-00251-8" rel="noopener noreferrer">10.1007/s43683-026-00251-8</a></p>
<p><strong>Keywords:</strong> bioengineering education, clinical immersion, design controls, entrepreneurship, medical devices, experiential learning, Innovation Fellowship, career outcomes, global health, regulatory strategy, Johns Hopkins CBID, adaptive expertise</p>
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