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	<title>supervision &#8211; Science</title>
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	<title>supervision &#8211; Science</title>
	<link>https://scienmag.com</link>
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		<title>Clinical pastoral students describe conditions for emotional intelligence growth</title>
		<link>https://scienmag.com/clinical-pastoral-students-describe-conditions-for-emotional-intelligence-growth/</link>
		
		<dc:creator><![CDATA[Glenn Wilkins]]></dc:creator>
		<pubDate>Wed, 21 Oct 2026 10:35:37 +0000</pubDate>
				<category><![CDATA[Psychology & Psychiatry]]></category>
		<category><![CDATA[barriers]]></category>
		<category><![CDATA[barriers to emotional intelligence]]></category>
		<category><![CDATA[clinical pastoral education]]></category>
		<category><![CDATA[clinical practice impact]]></category>
		<category><![CDATA[clinical training]]></category>
		<category><![CDATA[Diversity and inclusion]]></category>
		<category><![CDATA[emotional intelligence]]></category>
		<category><![CDATA[emotional intelligence development]]></category>
		<category><![CDATA[emotional perception and management skills]]></category>
		<category><![CDATA[experiential learning in pastoral care]]></category>
		<category><![CDATA[facilitators]]></category>
		<category><![CDATA[group-based learning in healthcare]]></category>
		<category><![CDATA[healthcare chaplain training]]></category>
		<category><![CDATA[healthcare chaplains]]></category>
		<category><![CDATA[healthcare education research]]></category>
		<category><![CDATA[mentorship]]></category>
		<category><![CDATA[mixed methods]]></category>
		<category><![CDATA[patient care]]></category>
		<category><![CDATA[reflection and emotional growth]]></category>
		<category><![CDATA[reflective learning]]></category>
		<category><![CDATA[spiritual and emotional support training]]></category>
		<category><![CDATA[supervision]]></category>
		<category><![CDATA[supportive relationships in healthcare training]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=328780</guid>

					<description><![CDATA[A mixed-methods study of 196 clinical pastoral education students associated emotional-intelligence development with clinical practice, reflection, group learning and supportive supervision while documenting personal, interpersonal and institutional barriers.]]></description>
										<content:encoded><![CDATA[<p>A mixed-methods study of 196 clinical pastoral education students identified clinical practice, group-based learning, reflection and supportive relationships as the conditions students most often associated with developing emotional intelligence during healthcare training. Participants also reported personal fears, difficult interpersonal dynamics, structural constraints and contextual pressures as barriers. The findings describe students’ perceptions and experiences; they do not establish that any particular training component caused an increase in emotional intelligence.</p>
<p>The research included students at 29 Clinical Pastoral Education centers accredited by the Association for Clinical Pastoral Education across 15 U.S. states. Clinical Pastoral Education is required clinical training for healthcare chaplains, who support people experiencing spiritual and emotional distress. The investigators examined how students understood the development of emotional intelligence, defined in the study as the capacity to perceive, use, understand and manage emotions.</p>
<p>Most participants, 77.0%, reported that their programs included learning activities explicitly designed to foster it. Students rated clinical practice experiences as somewhat or very useful for increasing emotional intelligence at 98.0%, followed by verbatim case discussions at 96.9% and individual supervision or consultation at 94.9%. These ratings identify the parts of training students associated with emotional-intelligence growth, rather than measuring a causal effect or a controlled before-and-after change.</p>
<p>Thematic analysis of 1,464 free-text statements produced four recurring facilitator themes: clinical practice experiences, group-based learning, reflective learning, and relational supervision and mentorship. Students described clinical practice as a way of engaging with the people they served, while small-group learning provided opportunities to explore experiences with peers. Reflective learning created space to examine their own responses, and supervision and mentorship offered guidance through relationships they experienced as supportive.</p>
<p>Learning about diversity, inclusion and equity was also described as facilitating their growth. Taken together, the accounts portray emotional-intelligence development as a relational process involving patients, peers, educators and students themselves. Within the study’s action-reflection model, supervised clinical experience and small-group learning provided the settings in which these encounters and reflections occurred.</p>
<p>Students also emphasized trust, safety, time and energy as important for engaging with their own emotions and with the emotional experiences of others. The study’s barrier themes operated at intrapersonal, interpersonal, structural and contextual levels. Personal fears could impede emotional engagement, while difficult group dynamics affected learning in collective settings.</p>
<p>Structural challenges and institutional pressures also shaped students’ opportunities to develop emotional intelligence. The authors therefore framed the findings as showing that emotional-intelligence development during clinical training is not only an individual undertaking: students’ experiences were connected to relationship quality, organizational culture, openness to diversity, available resources and institutional commitment. This interpretation remains an account of what participants reported.</p>
<p>Methodologically, the investigators used a concurrent mixed-methods design, analyzing survey data and open-ended responses in parallel. Descriptive statistics summarized students’ assessments of curriculum elements, thematic analysis examined the free-text statements about facilitators and barriers, and narrative weaving integrated the two forms of evidence. The research population was limited to clinical pastoral education students in accredited centers across the United States, and the results should be read as findings from that defined training network rather than as a direct measure of emotional-intelligence change.</p>
<p>The study offers a detailed account of the conditions students associated with emotionally demanding clinical learning: direct clinical contact, discussion of cases, reflective space, trustworthy supervision, diversity-focused learning, and sufficient time and energy to engage with difficult material.</p>
<p><strong>Subject of Research:</strong> Healthcare chaplain students’ perceptions of facilitators and barriers to emotional-intelligence development during clinical pastoral education</p>
<p><strong>Article Title:</strong> Facilitators and barriers to developing emotional intelligence during clinical training in healthcare settings: a mixed methods study of clinical pastoral education students</p>
<p><strong>Article References:</strong> Szilagyi, C., Borchik, A. K., &amp; Palmer, P. K. (2026). Facilitators and barriers to developing emotional intelligence during clinical training in healthcare settings: a mixed methods study of clinical pastoral education students. <em>BMC Psychology</em>. <a href="https://doi.org/10.1186/s40359-026-05812-8" rel="noopener noreferrer">https://doi.org/10.1186/s40359-026-05812-8</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.1186/s40359-026-05812-8" rel="noopener noreferrer">10.1186/s40359-026-05812-8</a></p>
<p><strong>Keywords:</strong> emotional intelligence, clinical pastoral education, healthcare chaplains, clinical training, reflective learning, supervision, mentorship, diversity and inclusion, mixed methods, patient care, Facilitators, barriers</p>
]]></content:encoded>
					
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">328780</post-id>	</item>
		<item>
		<title>Why PhD Students in Rwanda Finish Faster Than Peers in Kenya and Ethiopia</title>
		<link>https://scienmag.com/why-phd-students-in-rwanda-finish-faster-than-peers-in-kenya-and-ethiopia/</link>
		
		<dc:creator><![CDATA[Courtney Benton]]></dc:creator>
		<pubDate>Mon, 19 Oct 2026 03:46:17 +0000</pubDate>
				<category><![CDATA[Science Education]]></category>
		<category><![CDATA[and Ethiopia showed lower retention and completion rates. The study attributes these differences to the strength of the institutional ecosystem]]></category>
		<category><![CDATA[and supportive national policies. It emphasizes that expanding enrollment without strengthening these systemic factors does not lead to increased doctoral graduation rates in Sub-Saharan Africa.]]></category>
		<category><![CDATA[dedicated funding]]></category>
		<category><![CDATA[doctoral completion rates]]></category>
		<category><![CDATA[doctoral education]]></category>
		<category><![CDATA[Ethiopia]]></category>
		<category><![CDATA[gender disparities]]></category>
		<category><![CDATA[higher education policy]]></category>
		<category><![CDATA[including effective supervision]]></category>
		<category><![CDATA[Kenya]]></category>
		<category><![CDATA[PhD completion]]></category>
		<category><![CDATA[psychosocial support]]></category>
		<category><![CDATA[research funding]]></category>
		<category><![CDATA[RSIF]]></category>
		<category><![CDATA[Rwanda]]></category>
		<category><![CDATA[student retention]]></category>
		<category><![CDATA[sub-Saharan Africa]]></category>
		<category><![CDATA[supervision]]></category>
		<category><![CDATA[while Rwanda demonstrated faster PhD completion times]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=309354</guid>

					<description><![CDATA[A comparative study of Kenya, Rwanda, and Ethiopia finds that institutional support, supervision quality, and funding, not enrolment growth alone, determine whether doctoral students persist and complete their PhDs.]]></description>
										<content:encoded><![CDATA[<p>Doctoral education has become one of the most strategic investments in Sub-Saharan Africa, with governments framing the PhD as the engine of research capacity, innovation, and knowledge-driven development. Yet a new comparative study of Kenya, Rwanda, and Ethiopia reveals a striking truth: expanding enrolment alone does not produce doctoral graduates. What separates thriving doctoral systems from struggling ones, the research finds, is the quality of the institutional ecosystem that surrounds each student, from supervision and funding to psychosocial support and national policy.</p>
<p>The study, published in Discover Education, examined doctoral enrolment, retention, and completion across three Eastern African higher education systems using a comparative explanatory sequential mixed-methods design. The research team, led by Tom Peter Migun Ogada of the African Centre for Technology Studies in Nairobi, surveyed 154 doctoral students and conducted 27 key informant interviews with supervisors, university administrators, and higher education stakeholders. All three countries participate in the Regional Scholarship and Innovation Fund (RSIF), a flagship programme of the Partnership for Skills in Applied Sciences, Engineering and Technology, which provided a common framework for comparison while allowing the researchers to capture each nation&#8217;s distinctive institutional character.</p>
<p>The quantitative data revealed markedly different doctoral trajectories. Kenya exhibited a mature cohort, with nearly one-third of respondents in their fourth year of study and only 10.7 percent in their first year. Rwanda showed a balanced distribution across programme years, suggesting steady progression. Ethiopia displayed a polarized pattern, with students concentrated both at entry (29.6 percent in Year 1) and in prolonged enrolment beyond the expected completion period (29.6 percent in Year 5 or beyond), a bimodal signature the authors interpret as the result of rapid expansion outpacing institutional support.</p>
<p>Disciplinary specialization also diverged sharply. Energy research dominated in Kenya (33.3 percent) and Ethiopia (31.0 percent), while Food Security and Agribusiness accounted for another third of Kenyan enrolment. Rwanda, by contrast, concentrated an overwhelming 90 percent of its doctoral students in ICT, including Big Data and Artificial Intelligence, reflecting a deliberate state strategy. Full-time residential study was the norm everywhere, accounting for more than four-fifths of enrolment in Kenya and over nine-tenths in Rwanda and Ethiopia, underscoring how little doctoral training in the region has embraced flexible or distance modes.</p>
<p>Motivation for pursuing a PhD was remarkably consistent: career progression. More than nine in ten respondents across all three countries cited career advancement or transition as their principal reason for doctoral study, with Ethiopia at 96.3 percent, Kenya at 96.2 percent, and Rwanda at 90 percent. Funding opportunities ranked a distant second, cited by roughly a third of students, while mentor encouragement played only a minor role. The authors conclude that East African doctoral candidates treat the PhD primarily as a strategic career investment rather than a fallback option.</p>
<p>Retention, however, told a more sobering story. Rwanda reported the strongest sense of integration, with 70 percent of students feeling very or completely integrated into their programmes, and only 10 percent had considered withdrawing. Kenya fell in between, with 26.9 percent contemplating departure. Ethiopia fared worst: 40.7 percent of students had considered quitting or had temporarily left their programmes, and only 7.4 percent felt completely integrated. Across all three countries, students pointed to financial constraints, competing family responsibilities, employment commitments, mental health challenges, social isolation, and supervisory difficulties as the forces pushing them toward the exit.</p>
<p>Institutional support proved to be the decisive differentiator. Every Rwandan respondent rated institutional support as adequate or very adequate, and all reported clear guidance on programme requirements and milestones. Rwanda&#8217;s centralized doctoral strategy includes structured milestones, routine progress monitoring, co-supervision by teams of two or three academics ensuring at least biweekly feedback, ministry research grants with full stipends disbursed on schedule, and shared laboratories with reliable campus-wide connectivity. Kenyan students were largely positive but more variable, with 19.2 percent rating support inadequate. Ethiopian students were the most critical: 48.1 percent considered available support inadequate or very inadequate, and nearly half said programme expectations were unclear or inconsistently implemented.</p>
<p>Supervision and funding emerged as the twin levers of completion. Nearly a third of all surveyed students reported meeting their supervisors only rarely, and 15.4 percent described supervisory meetings as irregular, conditions that left students feeling stuck, delaying key research decisions, and heightening stress. In Kenya, about two-thirds of students received some financial support, but delayed disbursements and administrative bottlenecks undermined its value. Ethiopian students faced insufficient scholarships and stipends, with many forced into part-time work that delayed research milestones. Access to research resources was the most frequently reported barrier to completion, cited by roughly two-thirds of Kenyan and Ethiopian students.</p>
<p>Gender disparities persisted across all three systems, with women comprising just 23.1 percent of doctoral respondents in Kenya, 25.9 percent in Ethiopia, and 40 percent in Rwanda. Qualitative analysis traced these gaps to gendered educational pipelines, competing family and caregiving responsibilities, uneven access to funding, and inconsistent mentorship. Rwanda&#8217;s comparatively stronger female participation was attributed to sustained investment in girls&#8217; STEM education, gender-responsive admission practices, dedicated funding, and structured mentoring, while Ethiopian informants described mentorship as largely informal and noted the absence of comprehensive gender-responsive doctoral policies.</p>
<p>The study&#8217;s theoretical contribution is an Integrated Doctoral Ecosystem Perspective, which repositions doctoral success from an individual-level outcome to an ecosystem-level process. While the findings partially support Tinto&#8217;s Student Integration Theory and Doctoral Socialization Theory, the authors argue that these Western-derived frameworks cannot fully explain doctoral outcomes in resource-constrained contexts where funding insecurity, infrastructure deficits, gendered responsibilities, and fragmented governance interact. The policy prescription is clear: sustainable funding packages that include living stipends, manageable supervisory loads, robust research infrastructure, structured milestone monitoring, and psychosocial support must be aligned simultaneously. Rwanda&#8217;s coordinated approach demonstrates what is possible; Kenya and Ethiopia illustrate the cost of reforms that expand enrolment faster than the systems meant to sustain it.</p>
<p><strong>Subject of Research:</strong> Institutional, socioeconomic, psychosocial, and policy determinants of doctoral enrolment, retention, and completion in Kenya, Ethiopia, and Rwanda</p>
<p><strong>Article Title:</strong> Institutional socioeconomic psychosocial and policy determinants of doctoral enrolment retention and completion in Kenya, Ethiopia, and Rwanda</p>
<p><strong>Article References:</strong> Ogada, T. P. M., Ouko, K. O., Lutomiah, A., Odongo, N., Magale, E., Mbaya, C., Omwoyo, E., Mideva, C., Onyango, J., Oyugi, S., Orang’o, C. K., Nyagah, B., &amp; Nguku, E. (2026). Institutional socioeconomic psychosocial and policy determinants of doctoral enrolment retention and completion in Kenya, Ethiopia, and Rwanda. <em>Discover Education, 5</em>(1), Article 823. <a href="https://doi.org/10.1007/s44217-026-01973-1" rel="noopener noreferrer">https://doi.org/10.1007/s44217-026-01973-1</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.1007/s44217-026-01973-1" rel="noopener noreferrer">10.1007/s44217-026-01973-1</a></p>
<p><strong>Keywords:</strong> doctoral education, PhD completion, Kenya, Rwanda, Ethiopia, Sub-Saharan Africa, supervision, research funding, student retention, gender disparities, higher education policy, RSIF</p>
]]></content:encoded>
					
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">309354</post-id>	</item>
		<item>
		<title>Crisis Line Operators Under Fire: What Lebanon&#8217;s 2024 War Revealed About Burnout on the Front Lines of Suicide Prevention</title>
		<link>https://scienmag.com/crisis-line-operators-under-fire-what-lebanons-2024-war-revealed-about-burnout-on-the-front-lines-of-suicide-prevention/</link>
		
		<dc:creator><![CDATA[Glenn Wilkins]]></dc:creator>
		<pubDate>Mon, 19 Oct 2026 03:06:32 +0000</pubDate>
				<category><![CDATA[Psychology & Psychiatry]]></category>
		<category><![CDATA[armed conflict]]></category>
		<category><![CDATA[BMC Psychiatry]]></category>
		<category><![CDATA[burnout]]></category>
		<category><![CDATA[crisis hotline]]></category>
		<category><![CDATA[depersonalization in suicide prevention workers]]></category>
		<category><![CDATA[effects of war on mental health professionals]]></category>
		<category><![CDATA[emotional exhaustion]]></category>
		<category><![CDATA[emotional exhaustion among crisis helpline staff]]></category>
		<category><![CDATA[frontline crisis line operators]]></category>
		<category><![CDATA[Lebanon]]></category>
		<category><![CDATA[Lebanon 2024 conflict mental health]]></category>
		<category><![CDATA[Maslach Burnout Inventory]]></category>
		<category><![CDATA[mental health services during war]]></category>
		<category><![CDATA[mental health workforce]]></category>
		<category><![CDATA[occupational burnout in crisis response]]></category>
		<category><![CDATA[occupational health]]></category>
		<category><![CDATA[organizational support]]></category>
		<category><![CDATA[personal accomplishment and burnout]]></category>
		<category><![CDATA[psychological impact of war on mental health workers]]></category>
		<category><![CDATA[resilience and burnout in emergency mental health services]]></category>
		<category><![CDATA[Suicide Prevention]]></category>
		<category><![CDATA[Suicide prevention hotline burnout]]></category>
		<category><![CDATA[supervision]]></category>
		<category><![CDATA[systematic study of crisis line operator stress]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=309234</guid>

					<description><![CDATA[A study of Lebanon's national suicide prevention lifeline found that during the 2024 war, burnout among operators was shaped more by organizational support, supervision, and working conditions than by individual traits.]]></description>
										<content:encoded><![CDATA[<p>When war engulfed Lebanon in late 2024, the country&#8217;s national suicide prevention lifeline became something more than a mental health service: it was a psychological front line. While sirens sounded and displacement swept across communities, a small team of trained operators kept answering calls from people in acute distress, many of them contemplating ending their lives. A new study published in BMC Psychiatry has now provided one of the first systematic looks at what that sustained exposure did to the operators themselves, and the findings carry a message that reaches far beyond one small country.</p>
<p>The research, led by Dina Farran of Embrace, the organization that runs Lebanon&#8217;s National Lifeline, together with colleagues from the Lebanese Ministry of Public Health&#8217;s National Mental Health Programme, Vrije Universiteit Amsterdam, and other institutions, examined burnout among the hotline&#8217;s operators during the conflict period spanning September 2024 until the ceasefire. Burnout is not a vague feeling of tiredness; in occupational health research it is measured along three distinct dimensions captured by the Maslach Burnout Inventory-Human Services Survey: emotional exhaustion, the depletion of emotional resources; depersonalization, the development of detached, cynical responses toward the people one serves; and personal accomplishment, the sense of competence and meaningful achievement in one&#8217;s work, which tends to erode as burnout deepens.</p>
<p>The study design was a cross-sectional online survey conducted in February 2025, after the ceasefire had taken hold but while memories of the crisis period were fresh. All 96 operators who had been trained and remained active throughout the conflict were invited to participate, and 51 completed the survey, a response rate of 53.1 percent. That sample size is modest, and the authors are candid that the findings are exploratory, but the setting is extraordinarily rare: a national crisis line operating continuously while its country is under active bombardment, staffed largely by people who were themselves living through the same war as the callers they served.</p>
<p>The headline numbers are, in one sense, reassuring. Only nine of the 51 participants, or 17.6 percent, met criteria for burnout. Across the three dimensions, operators reported moderate levels of emotional exhaustion and moderate depersonalization, while their sense of personal accomplishment remained relatively preserved. For a workforce answering distress calls during airstrikes and mass displacement, that profile suggests a degree of resilience that the researchers attribute in part to the structures wrapped around the role. Yet moderate is not negligible, and the study&#8217;s real value lies in what predicted who fared worse and who fared better.</p>
<p>One individual-level factor stood out in the adjusted logistic regression models: concurrent employment. Operators who held an additional job alongside their Lifeline role showed higher emotional exhaustion. In Lebanon&#8217;s protracted economic crisis, where salaries in many sectors have collapsed, moonlighting is often a necessity rather than a choice, and the finding hints at a structural vulnerability. A crisis line operator who spends the day at another job and the night absorbing other people&#8217;s despair has little capacity left for recovery, and the exhaustion dimension of burnout is precisely the one most tightly linked to workload and insufficient recovery time.</p>
<p>More striking, the protective factors were overwhelmingly organizational and relational rather than personal. Satisfaction with the role itself, perceived organizational support, access to supervision, clear communication within the service, and opportunities for professional development were all associated with more favourable burnout indicators. In other words, the operators who weathered the war best were not necessarily those with unusual personal fortitude; they were those embedded in a system that supported them, communicated clearly, and invested in their growth. This aligns with a broad body of occupational health psychology research showing that organizational resources, often described under the umbrella of job demands-resources theory, buffer the strain of emotionally demanding work more reliably than individual coping strategies alone.</p>
<p>Supervision deserves particular attention. In crisis line practice, supervision is not a luxury; it is the mechanism through which operators process the emotional residue of difficult calls, receive feedback on their technique, and rehearse responses to situations they may face again. During the 2024 conflict, Lebanese operators were handling calls from people who were displaced, bereaved, or suicidal while rockets fell, and the study suggests that having a structured space to decompress and reflect was linked to better outcomes on the burnout measures. Perceived organizational support, the belief that the institution values one&#8217;s contribution and cares about one&#8217;s wellbeing, has repeatedly been shown in the literature to attenuate the link between job demands and exhaustion, and this study extends that evidence into the extreme context of armed conflict.</p>
<p>The authors were careful with their statistics. Because burnout was relatively uncommon in the sample, they ran sensitivity analyses using alternative burnout classifications and Firth penalized logistic regression, a technique designed to produce more stable estimates when outcome events are sparse and conventional maximum-likelihood models risk biased or inflated coefficients. The overall pattern of findings held up reasonably well, though some associations shifted depending on how burnout was operationally defined, a reminder that in small cross-sectional studies the details of measurement matter. The cross-sectional design itself imposes a further limit: the survey captured a single moment in time, so it cannot establish whether organizational support caused lower burnout or whether less burned-out operators simply perceived their organization more positively.</p>
<p>Even with those caveats, the implications for hotline practice are concrete. The study points to supervision, organizational support, communication processes, professional development opportunities, and operational flexibility as levers that crisis services can actually pull, particularly in low-resource and conflict-affected settings where the mental health workforce is thin and turnover would be catastrophic. Lebanon&#8217;s National Lifeline, launched under the National Mental Health Programme, has become a model for suicide prevention infrastructure in the region, and its operators&#8217; experience during the war offers a template: protect the workforce with the same seriousness that the workforce protects the public. The authors call for longitudinal and intervention studies to test these associations directly, which would mean following hotline staff over time and evaluating whether strengthening supervision and support genuinely reduces burnout rather than merely correlating with it.</p>
<p>The broader resonance of the study lies in its timing and its setting. Suicide rates and psychological distress typically surge during armed conflict and humanitarian emergencies, which means crisis lines are often busiest exactly when their operators are most personally endangered and most personally distressed. The Lebanese findings suggest that the answer to that paradox is not to recruit tougher people but to build tougher systems: services that treat operator wellbeing as a core operational parameter rather than an afterthought. As conflicts and climate disasters multiply the demand for remote psychological crisis support worldwide, the quiet data from a Beirut hotline in February 2025 may prove to be a blueprint for keeping the people who answer the phone from burning out themselves.</p>
<p><strong>Subject of Research:</strong> Burnout among suicide prevention hotline operators during the 2024 war in Lebanon</p>
<p><strong>Article Title:</strong> Burnout indicators among operators of Lebanon’s national suicide prevention lifeline during the 2024 war: organizational correlates and implications for hotline practice</p>
<p><strong>Article References:</strong> Farran, D., Haj, M. E., Chiha, G., Fouani, R. E., Ramia, J. A., Noun, P., Zeinoun, L., Atoui, M., &amp; El Chammay, R. (2026). Burnout indicators among operators of Lebanon’s national suicide prevention lifeline during the 2024 war: organizational correlates and implications for hotline practice. <em>BMC Psychiatry</em>. <a href="https://doi.org/10.1186/s12888-026-08591-z" rel="noopener noreferrer">https://doi.org/10.1186/s12888-026-08591-z</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.1186/s12888-026-08591-z" rel="noopener noreferrer">10.1186/s12888-026-08591-z</a></p>
<p><strong>Keywords:</strong> burnout, suicide prevention, crisis hotline, Lebanon, armed conflict, occupational health, mental health workforce, emotional exhaustion, organizational support, supervision, Maslach Burnout Inventory, BMC Psychiatry</p>
]]></content:encoded>
					
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">309234</post-id>	</item>
		<item>
		<title>How Rural Doctors Learn the Courage to Work Alone</title>
		<link>https://scienmag.com/how-rural-doctors-learn-the-courage-to-work-alone/</link>
		
		<dc:creator><![CDATA[Courtney Benton]]></dc:creator>
		<pubDate>Sat, 17 Oct 2026 16:52:59 +0000</pubDate>
				<category><![CDATA[Science Education]]></category>
		<category><![CDATA[ACRRM]]></category>
		<category><![CDATA[Australia]]></category>
		<category><![CDATA[Australian College of Rural and Remote Medicine]]></category>
		<category><![CDATA[clinical courage]]></category>
		<category><![CDATA[clinical courage development]]></category>
		<category><![CDATA[Community Engagement.]]></category>
		<category><![CDATA[emergency care in remote areas]]></category>
		<category><![CDATA[experiential learning in rural healthcare]]></category>
		<category><![CDATA[Medical Education]]></category>
		<category><![CDATA[medical education in rural settings]]></category>
		<category><![CDATA[mentorship in rural medical training]]></category>
		<category><![CDATA[Mezirow]]></category>
		<category><![CDATA[physician resilience and adaptability]]></category>
		<category><![CDATA[qualitative research]]></category>
		<category><![CDATA[registrars]]></category>
		<category><![CDATA[remote community healthcare]]></category>
		<category><![CDATA[rural generalist]]></category>
		<category><![CDATA[rural generalist doctors]]></category>
		<category><![CDATA[rural health]]></category>
		<category><![CDATA[rural medicine training]]></category>
		<category><![CDATA[social support in medical practice]]></category>
		<category><![CDATA[supervision]]></category>
		<category><![CDATA[trainee rural doctors]]></category>
		<category><![CDATA[transformative learning]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=299899</guid>

					<description><![CDATA[A qualitative study of Australian rural generalist registrars shows that clinical courage, the willingness to work at the full extent of one's scope where no alternative care exists, develops through transformative learning, community engagement and supportive supervision.]]></description>
										<content:encoded><![CDATA[<p>In the small towns and remote communities scattered across Australia, the nearest specialist hospital can be hundreds of kilometres away. When a patient arrives at a rural clinic at midnight with a complicated emergency, there is often no one to call but the local rural generalist doctor, a physician trained to work across the full breadth of medicine, surgery, obstetrics, anaesthetics and emergency care. Practising at that extent of scope demands something medical education rarely names out loud: clinical courage. A new qualitative study published in BMC Medical Education by Ruth Stewart of the University of Queensland, Lucie Walters of Adelaide University and colleagues explores how this courage develops in trainee rural generalists, and its findings suggest that courage is not a fixed personality trait but a learnable, teachable and socially supported capacity that grows through experience, mentorship and deep engagement with community.</p>
<p>The research team recruited participants from three groups connected to the Australian College of Rural and Remote Medicine, the national training body for rural generalist medicine: registrars undertaking rural generalist training, the rural clinical supervisors who oversee their day-to-day work, and medical educators involved in the formal curriculum. Each group took part in semi-structured interviews conducted over Zoom, which were recorded and transcribed for analysis. The researchers then applied a combination of inductive coding, in which themes emerge from the data itself, and deductive coding guided by Mezirow&#8217;s theory of transformative learning, a well-established framework in adult education that describes how learners&#8217; frames of reference are fundamentally reshaped by disorienting experiences, critical reflection and dialogue with others.</p>
<p>The analysis surfaced a set of interlocking themes that together trace the registrar&#8217;s journey. The first concerned how registrars themselves understand clinical courage: not recklessness, but the willingness to act at the full extent of one&#8217;s competence when no alternative care is available, while recognising the limits of that competence. A second theme described the development of rural generalist clinical expertise, the slow accumulation of skills and judgement across disciplines that gives courage its foundation. A third, strikingly social theme showed that community engagement increases motivation, as registrars who come to know their patients as neighbours feel a stronger pull to provide care that would otherwise be inaccessible.</p>
<p>One of the most conceptually interesting findings is the theme the authors describe as adapting practice to prioritise patient values and ties to place. In urban tertiary settings, best practice is often defined by guidelines written for well-resourced hospitals. In a rural context, registrars described a shift in perspective: the patient is understood as a person embedded in a community, a family and a landscape, and clinically courageous practice means adapting guideline-driven care to honour what the patient values and where the patient lives. This represents a genuine transformation in the learner&#8217;s frame of reference, precisely the kind of perspective shift Mezirow&#8217;s theory predicts when professionals confront situations their original training did not prepare them for.</p>
<p>Alongside this shift in how care is conceived, the study documented a parallel shift in accountability. Trainees begin their careers primarily answerable to their supervisor or consultant, the senior clinician who reviews their decisions and carries ultimate responsibility. As clinical courage develops, registrars move toward shared decision making with patients, in which the doctor and the patient jointly weigh risks, benefits and personal circumstances. This redistribution of accountability is not a loss of oversight but a maturation of professional identity, and the researchers found that supervisors and educators play a crucial role in supporting registrars through this transformational learning journey rather than simply leaving them to sink or swim.</p>
<p>Courage, however, does not develop in a vacuum of approval. The final theme identified in the study, managing judgement, addresses a reality that rural clinicians know intimately: clinically courageous practice can attract censure from outsiders who do not understand the rural context. A metropolitan specialist reviewing a rural doctor&#8217;s decision may see only deviation from protocol, not the constraints of distance, time and resources under which the decision was made. Registrars must learn to withstand this external judgement, to reflect critically on their own actions without being paralysed by criticism from those unfamiliar with rural medicine, and to trust the local reasoning that guided them. The researchers argue that managing this judgement is an integral part of developing clinical courage, not a peripheral stressor.</p>
<p>The technical significance of this work lies in its explicit use of transformative learning theory as an analytical lens. By deductively coding interviews against Mezirow&#8217;s stages, the team was able to map registrar experiences onto a recognised developmental trajectory: a disorienting encounter with rural clinical reality, critical self-reflection, rational discourse with supervisors and peers, and ultimately a revised, more autonomous professional perspective. This theoretical grounding matters because it converts what might otherwise be anecdote into a structured model that training programmes can act upon. It suggests that the discomfort registrars feel when first facing rural cases alone is not a problem to be eliminated but a necessary catalyst in the learning process, provided it is accompanied by reflective dialogue and adequate supervision.</p>
<p>The practical implications for medical education are direct. The authors advocate that clinical courage should be made explicit throughout rural generalist registrar training, named and discussed in the curriculum rather than left implicit in the hidden curriculum of daily practice. They further propose that documenting clinically courageous management plans could facilitate teaching and learning, giving registrars and supervisors a concrete artefact around which to discuss reasoning, risk and values. Such documentation would also help registrars articulate, to themselves and to external reviewers, why a particular rural decision was defensible, directly supporting the theme of managing judgement.</p>
<p>There is also a workforce dimension that gives the study broader urgency. Rural communities worldwide struggle to recruit and retain doctors, and previous work has associated clinical courage with sustained clinical work in rural areas. If courage develops over time and is reinforced by community connection, then training pathways that deliberately cultivate it, through supervised exposure to full-scope practice, reflective supervision and genuine community immersion, may help produce doctors who not only can serve rural populations but choose to stay. The authors note that their insights may be transferable to registrars training for rural medicine in other countries, a claim strengthened by the international composition of the team, which includes researchers based in South Africa as well as Australia, and by the study&#8217;s dedication to the late Professor Jill Konkin of Alberta, Canada, a pioneer of clinical courage research since the field&#8217;s inception in 2016.</p>
<p>Funded by an Australian College of Rural and Remote Medicine Education Research Grant and approved by the University of Adelaide Human Research Ethics Committee, the study arrives at a moment when rural health systems are under visible strain. Its central message reframes an old ideal: the brave country doctor is not a romantic archetype but the product of a specific, describable educational process, one that blends accumulating expertise, transforming perspective, sharing decisions with patients, and learning to stand by difficult choices in the face of outside criticism. Making that process explicit, the researchers argue, is the next step in ensuring that remote communities continue to have access to care that would otherwise simply not exist.</p>
<p><strong>Subject of Research:</strong> Development of clinical courage in rural generalist medical registrars</p>
<p><strong>Article Title:</strong> Developing clinical courage in rural generalist registrars: a qualitative study</p>
<p><strong>Article References:</strong> Stewart, R., Couper, I., Campbell, D., Williams, S., Moody, E., Padley, J., White, L., Pellegrini, D., &amp; Walters, L. (2026). Developing clinical courage in rural generalist registrars: a qualitative study. <em>BMC Medical Education</em>. <a href="https://doi.org/10.1186/s12909-026-10610-2" rel="noopener noreferrer">https://doi.org/10.1186/s12909-026-10610-2</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.1186/s12909-026-10610-2" rel="noopener noreferrer">10.1186/s12909-026-10610-2</a></p>
<p><strong>Keywords:</strong> clinical courage, rural generalist, medical education, registrars, transformative learning, Mezirow, rural health, Australia, ACRRM, supervision, community engagement, qualitative research</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">299899</post-id>	</item>
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		<title>The Hidden Retention System: How Dissertation Chairs Keep PhD Students on Track</title>
		<link>https://scienmag.com/the-hidden-retention-system-how-dissertation-chairs-keep-phd-students-on-track/</link>
		
		<dc:creator><![CDATA[Courtney Benton]]></dc:creator>
		<pubDate>Fri, 16 Oct 2026 02:33:58 +0000</pubDate>
				<category><![CDATA[Science News]]></category>
		<category><![CDATA[challenges in PhD completion]]></category>
		<category><![CDATA[dissertation chair role]]></category>
		<category><![CDATA[dissertation chairing]]></category>
		<category><![CDATA[doctoral candidacy]]></category>
		<category><![CDATA[doctoral education support]]></category>
		<category><![CDATA[doctoral persistence]]></category>
		<category><![CDATA[doctoral persistence factors]]></category>
		<category><![CDATA[doctoral thesis completion strategies]]></category>
		<category><![CDATA[faculty mentoring]]></category>
		<category><![CDATA[faculty perspectives on student retention]]></category>
		<category><![CDATA[faculty-student relationship in PhD programs]]></category>
		<category><![CDATA[graduate education]]></category>
		<category><![CDATA[graduate supervision strategies]]></category>
		<category><![CDATA[higher education]]></category>
		<category><![CDATA[institutional capacity]]></category>
		<category><![CDATA[invisible academic mentorship]]></category>
		<category><![CDATA[PhD student retention]]></category>
		<category><![CDATA[professional formation]]></category>
		<category><![CDATA[qualitative research]]></category>
		<category><![CDATA[retention]]></category>
		<category><![CDATA[shadow retention system]]></category>
		<category><![CDATA[social sciences and humanities doctoral supervision]]></category>
		<category><![CDATA[supervision]]></category>
		<category><![CDATA[university retention systems]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=280742</guid>

					<description><![CDATA[A qualitative study of 20 experienced dissertation chairs at 12 US research universities reveals how faculty quietly carry out doctoral retention work that institutions rarely recognize or resource.]]></description>
										<content:encoded><![CDATA[<p>Every year, doctoral programs lose students who once seemed destined to finish. The reasons are well documented: financial strain, isolation, unclear expectations, supervisory breakdowns. But a new study argues that the most important retention machinery in doctoral education may be almost entirely invisible to the institutions that depend on it. According to research published in Frontiers in Education, dissertation chairs function as a decentralized, unrecognized retention system that keeps candidates moving toward completion during the most precarious phase of the PhD.</p>
<p>The study, conducted by Kimberly Jamison of the University of North Carolina Wilmington, examined how experienced dissertation chairs understand and carry out their role in supporting doctoral persistence. Jamison interviewed 20 faculty members drawn from 12 research-intensive, predominantly White institutions across the United States, including Columbia, Harvard, Stanford, and the University of Michigan. All participants had at least five years of chairing experience, with an average of 14.5 years, and all worked in the social sciences or humanities. The interviews, lasting 60 to 90 minutes, probed how chairs monitored progress, responded to crises, navigated institutional systems, and prepared candidates for careers beyond the degree.</p>
<p>The timing of the investigation is significant. Doctoral persistence has been studied extensively, but most research examines either the student&#8217;s experience or the quality of the supervisory relationship. Jamison&#8217;s approach is different: she treats persistence as an organizational problem, asking where the capacity to support it actually resides within universities. Her answer is striking. During candidacy, the period after coursework ends and independent dissertation research begins, the formal scaffolding of doctoral education largely dissolves. Scheduled classes, cohort structures, and defined milestones give way to individualized research trajectories. What remains is the chair.</p>
<p>Jamison conceptualizes this arrangement as a shadow retention system. The term does not imply anything illegitimate or hidden from view. Rather, it captures the fact that institutions classify the persistence work chairs perform under ordinary labels such as advising, mentoring, or committee service, while the actual functions being performed are far more consequential. Chairs recognize threats to a candidate&#8217;s progress, differentiate support, mobilize funding, interpret administrative procedures, negotiate committee conflicts, and advocate across organizational boundaries. None of this appears in formal retention infrastructure, yet without it, many candidates would not finish.</p>
<p>The empirical core of the study reveals three interconnected findings. First, chairs operationalize persistence through individualized, adaptive support rather than standardized supervision. They continuously assess what might impede a candidate&#8217;s progress and adjust the amount and type of involvement accordingly. One participant, Jemma, described becoming less hands-on once candidates understood expectations but intervening when milestones slipped. Another, Candice, varied meeting frequency from monthly to weekly depending on need. Chairs described maintaining accessibility through text messages, evening calls, and weekend communication, not as a lifestyle choice but as a strategy for catching problems before they derailed a dissertation.</p>
<p>Second, the study documents how organizational conditions shape what chairs can actually do. Access to funding, assistantships, healthcare, and conference support varied dramatically across institutions. When resources were scarce, some chairs supplemented them through their own labor. Michael, a participant at a public university, described staying grant-active specifically so he could financially support students, even though his department did not require it. Samantha used externally funded projects to create graduate research assistant positions when program funding fell short. These are not minor accommodations. They represent faculty personally absorbing institutional gaps that formal systems should address.</p>
<p>The study also exposes hard limits to individual intervention. Pilar described repeated delays in doctoral stipends that disproportionately harmed first-generation and lower-income candidates, for whom even brief interruptions could affect rent, bills, and credit. She recognized that her department chair could not resolve the problem because it originated in the university&#8217;s financial system. Grace described a first-generation candidate working two jobs who was exhausted constantly. Chairs could recognize these conditions but often lacked the organizational authority to fix them. This is what Jamison calls the institutionalization gap: institutions entrust faculty with consequential persistence functions without consistently providing the infrastructure needed to sustain them.</p>
<p>Third, the study finds that chairs sustain persistence through professional formation. They cultivated candidates&#8217; scholarly identities, explained the hidden curriculum of academic life, introduced students to professional networks, and prepared them for careers beyond graduation. Jennifer challenged conventional advice that students from historically marginalized communities should postpone studying issues affecting their own communities until after tenure, instead encouraging them to take up space within their disciplines. Jemma made cold-call introductions to established scholars so candidates could experience professional conversations with confidence. These activities were not peripheral to persistence; they were mechanisms for sustaining it, by helping candidates envision themselves as future scholars with a reason to finish.</p>
<p>Jamison&#8217;s analytical framework, the Intersectional Path-Goal Mentoring Framework, integrates leadership theory with intersectional mentoring scholarship to explain how chairs adapt their actions to candidates&#8217; goals, barriers, identities, and institutional circumstances. The framework identifies four interconnected forms of faculty leadership: clarifying pathways, reducing barriers through power-conscious mentoring, and cultivating scholarly development and professional opportunities. Applied to the interview data, it shows that persistence depends less on any single supervisory behavior than on faculty capacity to integrate multiple forms of support in response to changing academic, organizational, and personal conditions.</p>
<p>The implications are significant for how universities structure doctoral education. Jamison argues that institutions should build shared professional infrastructure for chairing, including systematic preparation, mentoring for new chairs, communities of practice, and sustained professional learning around persistence-supporting leadership. She also recommends that graduate schools examine where doctoral persistence functions currently reside and which have become concentrated within individual faculty relationships. Strengthening coordination among chairs, writing centers, financial services, and career development offices could reduce unnecessary variation in candidate experiences while preserving the adaptive judgment that makes chairing effective. The study&#8217;s limitations are clear: the sample was drawn from research-intensive, predominantly White institutions and focused on experienced chairs, so findings may not generalize to other contexts. But the central insight stands. Doctoral persistence is not simply a matter of student grit or supervisory warmth. It is an organizational achievement, and right now it rests on a shadow system that universities have never formally acknowledged, resourced, or designed.</p>
<p><strong>Subject of Research:</strong> How dissertation chairs operationalize doctoral persistence during candidacy</p>
<p><strong>Article Title:</strong> Operationalizing doctoral persistence: dissertation chairing as a shadow retention system</p>
<p><strong>Article References:</strong> Jamison, K. (2026). Operationalizing doctoral persistence: dissertation chairing as a shadow retention system. <em>Frontiers in Education, 11</em>, Article 1955855. <a href="https://doi.org/10.3389/feduc.2026.1955855" rel="noopener noreferrer">https://doi.org/10.3389/feduc.2026.1955855</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.3389/feduc.2026.1955855" rel="noopener noreferrer">10.3389/feduc.2026.1955855</a></p>
<p><strong>Keywords:</strong> doctoral persistence, dissertation chairing, doctoral candidacy, faculty mentoring, shadow retention system, higher education, qualitative research, supervision, institutional capacity, professional formation, retention, graduate education</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">280742</post-id>	</item>
		<item>
		<title>New Transformer Spots Landslides That Other AI Detectors Miss</title>
		<link>https://scienmag.com/new-transformer-spots-landslides-that-other-ai-detectors-miss/</link>
		
		<dc:creator><![CDATA[Violet Maxwell]]></dc:creator>
		<pubDate>Thu, 15 Oct 2026 22:10:22 +0000</pubDate>
				<category><![CDATA[Earth Science]]></category>
		<category><![CDATA[Science News]]></category>
		<category><![CDATA[advanced AI systems for landslide risk assessment]]></category>
		<category><![CDATA[aerial imagery landslide monitoring]]></category>
		<category><![CDATA[ambiguous satellite imagery analysis]]></category>
		<category><![CDATA[detection transformer]]></category>
		<category><![CDATA[false positive reduction in landslide detection]]></category>
		<category><![CDATA[fine]]></category>
		<category><![CDATA[Frontiers in Earth Science]]></category>
		<category><![CDATA[geohazards]]></category>
		<category><![CDATA[knowledge distillation]]></category>
		<category><![CDATA[landslide detection]]></category>
		<category><![CDATA[landslide detection using transformer models]]></category>
		<category><![CDATA[large vision foundation models in remote sensing]]></category>
		<category><![CDATA[Machine learning]]></category>
		<category><![CDATA[machine learning for natural disaster detection]]></category>
		<category><![CDATA[neural network focus in landslide detection]]></category>
		<category><![CDATA[real-time detection transformers for earth science]]></category>
		<category><![CDATA[remote sensing]]></category>
		<category><![CDATA[satellite imagery landslide identification]]></category>
		<category><![CDATA[semantic knowledge transfer in landslide detection]]></category>
		<category><![CDATA[Sparse Landslide Detection Transformer (SLD-DETR)]]></category>
		<category><![CDATA[sparse object detection]]></category>
		<category><![CDATA[Spatial]]></category>
		<category><![CDATA[supervision]]></category>
		<category><![CDATA[Target-focused]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=278466</guid>

					<description><![CDATA[A Chinese team adapted a real-time detection transformer with focused distillation, stride-4 supervision, and fine-resolution decoder memory to find sparsely annotated landslides among visually similar terrain, cutting miss rates on a source-disjoint benchmark.]]></description>
										<content:encoded><![CDATA[<p>Landslides rarely announce themselves. In satellite and aerial imagery, a fresh failure can look almost identical to a road cut, a riverbank, a quarry face, or a patch of bare soil drying in the sun. For regional screening teams, that ambiguity is not a curiosity but a workload problem: every false detection becomes a location that an analyst must review, while every missed scar disappears from the inspection queue entirely. A team of computer scientists at Yangtze University in Jingzhou, China, has now built a detection system designed specifically for this sparse, confusing setting, and their results suggest that where a neural network focuses its attention during training matters as much as how big the network is.</p>
<p>Changhao Lin, Sai Liang, Hongjie Qin, Qinsonghao Zheng, and Jianghai Shen developed the Sparse Landslide Detection Transformer, or SLD-DETR, by adapting version 4 of the Real-Time Detection Transformer, a modern detector family that borrows semantic knowledge from a large vision foundation model during training without enlarging the deployed network. Their work, published in Frontiers in Earth Science, tackles two connected information bottlenecks that plague generic detectors when applied to landslide imagery. First, extensive background regions dominate semantic supervision, so the network learns more from hectares of bare terrain than from the few cells containing an actual scar. Second, small landslides lose spatial detail during repeated downsampling, and the decoder cannot recover evidence that has already vanished from the feature hierarchy.</p>
<p>The solution is a coordinated focus-preserve-expose design built from three modules. Scale-guided focused distillation, or SGFD, changes how the student detector aligns with a frozen DINOv3 teacher. Instead of averaging the teacher-student discrepancy uniformly across the feature map, SGFD converts each annotated landslide box into a scale-aware elliptical Gaussian region whose amplitude grows as the box becomes smaller. Overlapping instances are combined by a pointwise maximum to prevent gradient multiplication, and a fixed floor of 0.25 retains weak background supervision so that even negative images remain informative. The result is a semantic-alignment gradient redistributed toward annotated regions while keeping surrounding terrain context available.</p>
<p>High-resolution scale-aware supervision, or HRSS, operates earlier in the backbone at stride 4, the finest feature level. A lightweight auxiliary head predicts a dense heatmap compared against a soft target derived from the ground-truth boxes, using a focal-style loss that emphasizes poorly predicted cells and weights target-associated pixels more heavily than background. Because the objective is assignment-free, relevant feature cells receive supervision regardless of whether they become matched queries under the detector&#8217;s one-to-one Hungarian matching. The head contains roughly 0.04 million training parameters and is discarded before evaluation, adding nothing to the deployed model.</p>
<p>Stride-4 decoder memory, or S2-Mem, is the only module that remains at inference. The baseline decoder begins its memory at stride 8, so any local evidence confined to the stride-4 feature is inaccessible to query selection and deformable cross-attention. S2-Mem projects the stride-4 backbone feature directly into an additional decoder memory level while bypassing the hybrid encoder entirely, and it sets the base anchor prior at 0.025 so that the original coarser-scale priors remain unchanged. Each query retains continuous, content-adaptive control over where to sample and how much attention mass to assign to the fine level. The module adds approximately 0.06 million parameters, bringing the deployed model from 9.16 to 9.22 million parameters.</p>
<p>Evaluation was designed to reflect how detections are actually reviewed. The team audited the Multi-Scale Landslide Dataset and discovered that the original release suffered substantial source-scene leakage: 78.1 percent of released test files and 77.6 percent of validation files shared training scenes, with 36.0 percent of base scenes crossing nominal subset boundaries. They stripped augmentation suffixes from filenames, recovered base-scene identifiers, and repartitioned the full image pool at a 6:2:2 ratio with each source scene and all its derivatives assigned exclusively to one subset. The held-out test split contains 292 landslides in 655 images, including 401 negative images. All experiments used five independent training seeds, and confidence thresholds were calibrated on validation to a false-positive rate of no more than 0.10 false positives per image, then frozen for testing.</p>
<p>On the held-out test split, SLD-DETR achieved a mean average precision across IoU thresholds 0.50 to 0.95 of 58.07 plus or minus 1.10 percent, compared with 53.90 plus or minus 0.96 percent for the RT-DETRv4-S baseline, and 63.43 plus or minus 1.23 percent mAP@75 against 58.34 plus or minus 2.65 percent. At the validation-calibrated operating points, the test miss rate was 15.82 plus or minus 2.18 percent for SLD-DETR versus 18.63 plus or minus 0.99 percent for the baseline, with equal positive-image false positives per image of 0.2575 and slightly lower negative-image FPPI for the new model. A supplementary run of unmodified RT-DETRv4-S under the original released split peaked at 69.06 percent mAP@50:95, a 15.16-percentage-point difference consistent with optimistic evaluation under source overlap.</p>
<p>Ablation experiments revealed that training order matters. The matched control F0, which repeats the same restoration and late-stage procedure with SGFD inactive, yields only a negligible gain over the joint S2-Mem and HRSS configuration, so restoration alone does not explain the improvement. Activating SGFD under the matched procedure increases mAP@50:95 by 3.56 percentage points, mAP@75 by 4.16 points, and mAR@100 by 1.53 points, while reducing miss rate by 2.40 points. Comparing the final stage-wise model with joint training from epoch 0 yields a 2.33-point mAP@50:95 gain, though mean average recall is slightly lower, a schedule-dependent trade-off rather than uniform improvement. A controlled ConvNeXt-V2-Atto backbone substitution falls short of the final model, suggesting the gain is not explained by backbone choice alone.</p>
<p>Zero-shot transfer to the new-landslide subset of the Sichuan-Tibet Transportation Corridor dataset, with no target-domain training or calibration, showed substantial degradation for all nine detectors evaluated. SLD-DETR had the highest average precision within the RT-DETRv4 family, but RF-DETR-S performed best overall, bounding the regional generalization claim. Deployment costs are also measurable: decoder memory increases from 8,400 to 34,000 tokens, throughput at 640-pixel input drops from 61.2 to 49.4 images per second at batch 1, and resolution scaling is steep, with SLD-DETR retaining only 13.1 percent of its reference throughput at 1,280 pixels, though FP16 evaluation recovers 2.41 times the FP32 rate at that resolution.</p>
<p>The authors are careful about what the detector does and does not measure. A detection box is a screening envelope, not a rupture boundary, displaced volume, or failure mechanism, and the single-class annotations establish nothing about activity, depth, trigger, or developmental stage. The method is positioned as a candidate-generation component for analyst-reviewed inventories: fewer false candidates reduce the number of locations requiring inspection, while recovering missed annotations preserves locations for follow-up. Establishing hazard significance still requires geological evidence beyond the image classifier, and the effect on inventory completeness and downstream regional assessment remains to be evaluated. But for the sparse screening problem that regional landslide surveys actually face, the coordinated focus-preserve-expose design demonstrates that target-focused supervision and fine spatial evidence can be worth real percentage points.</p>
<p><strong>Subject of Research:</strong> Artificial Intelligence</p>
<p><strong>Article Title:</strong> Target-focused supervision and fine spatial evidence improve sparse landslide detection in remote-sensing imagery</p>
<p><strong>Article References:</strong> Lin, C., Liang, S., Qin, H., Zheng, Q., &amp; Shen, J. (2026). Target-focused supervision and fine spatial evidence improve sparse landslide detection in remote-sensing imagery. <em>Frontiers in Earth Science, 14</em>, Article 1959611. <a href="https://doi.org/10.3389/feart.2026.1959611" rel="noopener noreferrer">https://doi.org/10.3389/feart.2026.1959611</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.3389/feart.2026.1959611" rel="noopener noreferrer">10.3389/feart.2026.1959611</a></p>
<p><strong>Keywords:</strong> landslide detection, remote sensing, detection transformer, knowledge distillation, sparse object detection, geohazards, machine learning, Frontiers in Earth Science, Target-focused, supervision, fine, spatial</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">278466</post-id>	</item>
		<item>
		<title>Professors Hold On to a Fading Ideal as Universities Pull Teaching and Research Apart</title>
		<link>https://scienmag.com/professors-hold-on-to-a-fading-ideal-as-universities-pull-teaching-and-research-apart/</link>
		
		<dc:creator><![CDATA[Courtney Benton]]></dc:creator>
		<pubDate>Thu, 15 Oct 2026 22:01:53 +0000</pubDate>
				<category><![CDATA[Science News]]></category>
		<category><![CDATA[academic identity]]></category>
		<category><![CDATA[academic profession]]></category>
		<category><![CDATA[academic work-life balance]]></category>
		<category><![CDATA[academic workload]]></category>
		<category><![CDATA[changes in university organizational structures]]></category>
		<category><![CDATA[disciplinary culture]]></category>
		<category><![CDATA[faculty perceptions of teaching and research]]></category>
		<category><![CDATA[higher education]]></category>
		<category><![CDATA[history of university education]]></category>
		<category><![CDATA[impact of university policies on academic roles]]></category>
		<category><![CDATA[neoliberalism]]></category>
		<category><![CDATA[Norwegian research universities]]></category>
		<category><![CDATA[Norwegian universities]]></category>
		<category><![CDATA[organisational change]]></category>
		<category><![CDATA[organizational separation of teaching and research]]></category>
		<category><![CDATA[professor identity]]></category>
		<category><![CDATA[professor role]]></category>
		<category><![CDATA[qualitative interviews]]></category>
		<category><![CDATA[qualitative studies in academia]]></category>
		<category><![CDATA[research-based teaching]]></category>
		<category><![CDATA[supervision]]></category>
		<category><![CDATA[teaching-research nexus]]></category>
		<category><![CDATA[university teaching and research]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=278394</guid>

					<description><![CDATA[A new Norwegian study of sixteen professors across four disciplines finds that while academics still see teaching and research as inseparable, modern university structures are steadily pulling the two apart.]]></description>
										<content:encoded><![CDATA[<p>The idea that university professors should both teach and research has been a cornerstone of academic life since the nineteenth century, when Humboldt&#8217;s vision of the university fused knowledge creation with knowledge transmission. Yet a new qualitative study from Norway suggests that while professors still hold this ideal close to their hearts, the modern university is quietly dismantling the conditions that allow them to live it. The research, published in Frontiers in Education, offers an unusually intimate look at how sixteen professors in philosophy, mathematics, law and medicine at two Norwegian research-intensive universities make sense of the relationship between teaching and research in their everyday working lives.</p>
<p>The study, led by Cecilie Johanne Slokvik Hansen of the University of Bergen together with Kjetil Egelandsdal and Marit Ulvik, does not ask whether teaching and research are connected, a question that has fuelled decades of statistical meta-analyses with mixed results. Instead, the researchers ask something more subtle: how does the connection between teaching and research survive as a meaningful, taken-for-granted part of what it means to be a professor, even as organisational arrangements increasingly pull the two activities apart? The answer, they find, lies in the shared beliefs and habits of academics themselves, beliefs that are now being strained by course structures, workload models, funding mechanisms and the rise of research-only positions.</p>
<p>To explore this, the team conducted semi-structured interviews lasting between seventy and one hundred thirty minutes with sixteen associate and full professors, four from each of the four disciplines. Participants had worked in university positions for anywhere from four to more than thirty years, and their formal allocations of research time varied considerably, from twenty-five to fifty percent in philosophy, mathematics and law, to just twenty percent university positions alongside clinical practice for medical professors. The researchers analysed the transcripts using a phenomenological approach rooted in the sociology of knowledge, drawing on concepts such as typification, sedimented knowledge and objectification to understand how shared meanings about academic work are built, maintained and, potentially, eroded.</p>
<p>What emerged was a strikingly consistent picture across all four disciplines. Professors described research-based teaching not simply as a way of delivering up-to-date content, but as a way of inhabiting the academic role itself. A philosophy professor explained that being a researcher means looking at things in a completely different way than if you were just repeating something. A law professor said that being an active researcher in the field she teaches allows her to gain a much deeper understanding and elaborate on specific issues to a far greater extent than if she were not. Medical professors emphasised that long periods without engaging in research risk eroding the ability to question what is held as truth, with one noting that completing a doctorate gave them a humbler relationship to what the truth is.</p>
<p>Perhaps most strikingly, professors across all four disciplines described teaching and research as intertwined ways of thinking and working within a shared field of knowledge rather than as separate tasks bundled into the same job. A law professor observed that those who practice law work with exactly the same method as researchers do, with the difference lying only in the level of requirements, accuracy and thoroughness. A mathematician noted that although mathematics is an old discipline, the course portfolio must constantly be renewed, with the content of undergraduate courses in continuous development over twenty years. In medicine, professors described how research, clinical practice and teaching continuously intersect, allowing them to offer students reflections on what knowledge is now, what it might be in twenty years, and where we stand today, not as fixed truth but as something that evolves.</p>
<p>Teaching and supervision also emerged as shared disciplinary spaces where professors and students meet around common intellectual questions. Law professors described monthly lunches with students as a possibility for getting an academic community, calling it a win-win. Philosophy professors spoke of seminars as opportunities to test things out with students and have discussions with them, with one recalling publishing an article after two students confronted him with his interpretation of a text during an introductory course. A mathematics professor insisted that supervision is research, describing weekly hour-long conversations as really fun. In medicine, teaching in the clinic was described as a collective endeavour where students participate in understanding clinical situations together with their mentors.</p>
<p>Yet alongside these affirmations of the teaching-research nexus, the interviews revealed a growing set of organisational conditions that make the ideal increasingly difficult to enact. Professors in philosophy, mathematics and law frequently described teaching compulsory courses misaligned with their own specialised research. A law professor explained that international law covers everything from the law of war to passport issues, making it lucky to have half an hour for his own field in a five-day course. In philosophy, elective courses once shaped by individual interests have been reduced due to limited budgets, with one professor recalling that seminars in his student days could focus on a single book, something that today would be seen as too specialised. In mathematics, funding models tied to student numbers mean courses depend on income rather than expertise, with teaching described as the department&#8217;s bread and butter.</p>
<p>The pressures extend beyond course design. Professors described increasing demands to apply for externally funded projects, with large-scale grants leading to buyouts from teaching. One mathematician reported being bought out of teaching for much of the year, while another highlighted how researcher-only positions created for project work cause a headache, with permanent researchers who are not allowed to teach. Administrative systems, intensified student administration, altered course structures, reduced research time and the expansion of teaching-only and research-only positions all contributed to a widening gap between the two activities. These developments did not necessarily weaken professors&#8217; belief in the value of combining teaching and research, but they made it progressively harder to practise.</p>
<p>The researchers interpret these findings through three theoretical concepts. Typification refers to the shared understanding of the academic role as one in which teaching and research belong together, giving the nexus legitimacy even when everyday arrangements make it hard to realise. Sedimented knowledge captures how this understanding has become historically embedded in academic practices and taken for granted over time, rooted in the Humboldtian tradition and codified in Norwegian legislation and university strategies. Objectification describes how shared meanings become institutionalised in course plans, workload models, funding schemes and teaching routines, so that over time, new organisational arrangements can reshape what professors come to see as the normal way academic work is organised.</p>
<p>The study&#8217;s authors argue that this is not simply a gap between values and practice, but a process through which changing organisational arrangements reshape the meanings available to academics. The teaching-research nexus remains meaningful, they conclude, but fragile. Professors continue to draw on a typified and sedimented understanding of academic work as combining teaching and research, while the conditions under which this combination can be enacted are shifting beneath them. The researchers suggest that institutional efforts to sustain the nexus need to consider how workload models, course structures, funding mechanisms and differentiated academic positions shape the opportunities professors actually have to live the ideal they still believe in. The study is limited to sixteen interviews within one national context and does not support statistical generalisation, but its interpretative findings offer a transferable lens for understanding how academics everywhere are navigating the tension between what they believe academic work should be and what their institutions increasingly allow it to become.</p>
<p><strong>Subject of Research:</strong> How university professors sustain and experience the teaching-research nexus under changing organisational conditions</p>
<p><strong>Article Title:</strong> The teaching-research nexus under pressure: sustaining ideals in uneven and changing times across disciplines</p>
<p><strong>Article References:</strong> Hansen, C. J. S., Egelandsdal, K., &amp; Ulvik, M. (2026). The teaching-research nexus under pressure: sustaining ideals in uneven and changing times across disciplines. <em>Frontiers in Education, 11</em>, Article 1888722. <a href="https://doi.org/10.3389/feduc.2026.1888722" rel="noopener noreferrer">https://doi.org/10.3389/feduc.2026.1888722</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.3389/feduc.2026.1888722" rel="noopener noreferrer">10.3389/feduc.2026.1888722</a></p>
<p><strong>Keywords:</strong> teaching-research nexus, higher education, academic identity, research-based teaching, qualitative interviews, Norwegian universities, academic workload, neoliberalism, disciplinary culture, supervision, professor role, organisational change</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">278394</post-id>	</item>
		<item>
		<title>Peer Support Workers Say the Job Is a Calling, and Their Agencies Are Failing Them</title>
		<link>https://scienmag.com/peer-support-workers-say-the-job-is-a-calling-and-their-agencies-are-failing-them/</link>
		
		<dc:creator><![CDATA[Glenn Wilkins]]></dc:creator>
		<pubDate>Tue, 13 Oct 2026 14:01:36 +0000</pubDate>
				<category><![CDATA[Psychology & Psychiatry]]></category>
		<category><![CDATA[behavioral health workforce]]></category>
		<category><![CDATA[burnout and job satisfaction among peer specialists]]></category>
		<category><![CDATA[challenges faced by peer support providers]]></category>
		<category><![CDATA[community mental health]]></category>
		<category><![CDATA[compensation]]></category>
		<category><![CDATA[expansion of peer support services in the US]]></category>
		<category><![CDATA[lived experience]]></category>
		<category><![CDATA[lived experience in behavioral health]]></category>
		<category><![CDATA[mental health and substance use recovery workforce challenges]]></category>
		<category><![CDATA[mental health recovery workforce]]></category>
		<category><![CDATA[mental health services]]></category>
		<category><![CDATA[organizational barriers to effective peer support]]></category>
		<category><![CDATA[organizational culture]]></category>
		<category><![CDATA[organizational culture impact on peer workers]]></category>
		<category><![CDATA[peer support]]></category>
		<category><![CDATA[Peer support specialists]]></category>
		<category><![CDATA[qualitative research]]></category>
		<category><![CDATA[qualitative study on peer support employment]]></category>
		<category><![CDATA[recovery]]></category>
		<category><![CDATA[supervision]]></category>
		<category><![CDATA[support and retention in peer recovery roles]]></category>
		<category><![CDATA[thematic analysis]]></category>
		<category><![CDATA[workforce retention]]></category>
		<category><![CDATA[Yale research on behavioral health workforce]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=267991</guid>

					<description><![CDATA[A Yale-led qualitative study of 17 peer recovery support specialists finds that supportive supervision and recovery-oriented culture sustain the lived experience workforce, while poor pay, role ambiguity, and organizational indifference threaten retention.]]></description>
										<content:encoded><![CDATA[<p>Peer recovery support specialists occupy a singular position in the behavioral health workforce: they are people who have lived through mental illness or substance use and recovery themselves, and who now use that lived experience to help others find their own path forward. The sector has expanded at a remarkable pace over the past decade, with employer demand for peer support providers documented as growing exponentially across the United States. Yet a new qualitative study from Yale School of Medicine researchers, published in Community Mental Health Journal, suggests that the organizational environments in which these workers are embedded may be quietly undermining the very workforce that health systems have come to depend on. The study, led by Megan Evans and colleagues, offers a detailed portrait of what sustains peer workers, what drives them out, and why the answer lies less in individual resilience than in organizational culture.</p>
<p>The research team conducted semi-structured qualitative interviews with 17 peer workers in Connecticut, recruited through a convenience sample. Interviews were recorded, transcribed, and subjected to thematic analysis, the systematic qualitative method in which researchers code transcript data and iteratively refine codes into broader themes that capture shared patterns of meaning across participants. The investigators identified five themes that together map the terrain of peer work: the profound meaningfulness of the role on one side, and a cluster of structural workplace conditions, including supervision quality, agency policies, role clarity, boundary expectations, and compensation, on the other. The sample size was guided by the concept of information power, the principle that the richness of qualitative data, rather than statistical representativeness, determines how many interviews are needed.</p>
<p>The most striking finding is also the simplest: peer workers consistently described their work as not just a job. This phrase, which the authors lifted directly from participant language and placed in the study title, captures a distinctive feature of the lived experience workforce. Unlike many clinical roles, peer support draws explicitly on the worker&#8217;s own history of struggle and recovery as a professional asset. That fusion of personal identity and occupational function is what makes peer support effective, the evidence for which spans decades of research showing that peer support among people with serious mental illness improves engagement, hope, and recovery outcomes. But the same fusion creates a specific vulnerability: when the organization around the peer worker is unsupportive, the injury is not merely occupational. It touches the worker&#8217;s sense of self and the meaning of their own recovery story.</p>
<p>On the facilitative side of the ledger, the study found that supportive supervision and a recovery-oriented workplace culture were the strongest drivers of job satisfaction. Supervision emerged as a critical mechanism. Peer workers who felt understood and guided by their supervisors, particularly those who grasped the unique nature of peer roles, reported greater satisfaction and effectiveness. This aligns with prior research on peer specialists supervised by non-peer supervisors, which has documented the friction that arises when clinical supervisors apply conventional medical-model expectations to a role fundamentally built on mutuality and shared experience. A recovery-oriented culture, in which the agency genuinely organizes its services around the possibility of recovery rather than maintenance or symptom management, provided the ideological soil in which peer work could flourish.</p>
<p>The hindering factors were more numerous and more concrete. Agency policies, many of them inherited from clinical or administrative traditions, created strain when applied to peer workers without adaptation. A lack of role clarity was a recurring complaint: peer workers described ambiguity about what they were supposed to do, how their work differed from that of other staff, and where the legitimate boundaries of their role lay. Boundary expectations were a particular pressure point. Because peer support is grounded in authentic mutual connection, workers often struggled to reconcile the intimacy of the peer relationship with the professional boundaries demanded by agency policy. This tension between authenticity and professionalization has been documented in earlier studies of peer providers on interprofessional teams, and the new study confirms it as a persistent structural problem rather than an individual failing.</p>
<p>Perhaps the most consequential findings concern money and recognition. The study found that inequitable compensation and financial instability were perceived as direct threats to the long-term retention of the lived experience workforce. Peer workers described wages that did not reflect the emotional labor and skill their work demands, a pattern echoed in recent critical scholarship describing peer recovery wages as underpaid, undervalued, and unjust. National survey data have similarly documented limited career mobility within the peer specialist workforce. The paradox is sharp: a workforce whose credibility rests on having survived economic and social marginalization is itself being asked to work under conditions of precarity. The authors also identified a lack of organizational recognition as a retention threat, meaning that agencies often failed to acknowledge peer contributions as legitimate professional work on par with other clinical roles.</p>
<p>The technical framing of the study situates these findings within a broader implementation science literature. Systematic reviews of peer support implementation have repeatedly identified organizational climate, role definition, and workforce integration as decisive factors in whether peer programs succeed or wither. Research comparing peer-run, hybrid, and conventional mental health settings has shown that organizational support for peer specialists varies systematically by setting type, with conventional agencies often lagging. The Yale team&#8217;s contribution is to connect these macro-level implementation findings to the granular, day-to-day experience of individual workers, showing how abstract organizational variables translate into concrete experiences of satisfaction or strain. The study was funded by the National Institute on Disability, Independent Living, and Rehabilitation Research, and its authors include several investigators with long track records in peer support research and practice.</p>
<p>The practical implications are laid out with unusual directness. The authors argue that community mental health agencies can strengthen and retain the peer workforce through four concrete moves: fostering effective peer-informed supervision, revisiting longstanding worker policies through a lived experience lens, promoting interdisciplinary understanding of lived experience roles, and addressing inequities in compensation. Each recommendation targets a specific mechanism identified in the thematic analysis. Peer-informed supervision addresses the supervisory mismatch documented in prior studies. Policy review through a lived experience lens addresses the strain created by unexamined agency rules. Interdisciplinary education addresses the role confusion that arises when clinical colleagues do not understand what peer workers do. And compensation reform addresses the financial precarity that pushes experienced peer workers out of the field entirely.</p>
<p>The stakes extend well beyond the wellbeing of the workers themselves. Peer recovery support services are increasingly central to how community behavioral health systems deliver care at scale, particularly in the response to the opioid crisis, where peer recovery coaches have become a fixture of emergency departments, courts, and treatment programs. If organizational conditions systematically burn out the peer workforce, the system loses not only individual employees but the distinctive mechanism, authentic shared experience, that makes peer support effective in the first place. The authors conclude that reforming organizational culture is essential to retaining the peer recovery workforce within community behavioral healthcare systems. In other words, the sustainability of one of the fastest-growing sectors of the behavioral health workforce now depends less on recruiting more people with lived experience and more on whether agencies are willing to change how they supervise, define, recognize, and pay them.</p>
<p>What makes this study resonate beyond its immediate field is its broader lesson about mission-driven workforces. Peer workers are not unique in deriving deep meaning from their jobs, but they are unusually exposed when organizations treat that meaning as a substitute for adequate pay, clear roles, and genuine recognition. The phrase not just a job is both a testament to the power of lived experience work and a warning: when a job is also an identity, organizational failure becomes personal. The Connecticut findings suggest that health systems hoping to scale peer support will need to treat organizational culture not as a soft afterthought but as core infrastructure, as fundamental to service delivery as staffing ratios or reimbursement rates. For a workforce built on the conviction that recovery is possible, the evidence now makes a parallel case: sustainable peer support is possible, but only inside organizations designed to sustain it.</p>
<p><strong>Subject of Research:</strong> Organizational culture and workforce sustainability among peer recovery support specialists in community mental health settings</p>
<p><strong>Article Title:</strong> “’Not just a job”: Organizational Culture and the Sustainability of the Peer and Lived Experience Workforce</p>
<p><strong>Article References:</strong> Evans, M., Leisa, N., Auguste, A., Roca, A., Wong, C. H., Yuen, S. Y., Bellamy, C., Costa, M., &amp; O’Connell, M. (2026). “’Not just a job”: Organizational Culture and the Sustainability of the Peer and Lived Experience Workforce. <em>Community Mental Health Journal</em>. <a href="https://doi.org/10.1007/s10597-026-01724-4" rel="noopener noreferrer">https://doi.org/10.1007/s10597-026-01724-4</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.1007/s10597-026-01724-4" rel="noopener noreferrer">10.1007/s10597-026-01724-4</a></p>
<p><strong>Keywords:</strong> peer support, lived experience, behavioral health workforce, organizational culture, mental health services, qualitative research, recovery, workforce retention, supervision, compensation, community mental health, thematic analysis</p>
]]></content:encoded>
					
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">267991</post-id>	</item>
		<item>
		<title>Mentorship and money: what really gets Ghanaian graduate students to the finish line</title>
		<link>https://scienmag.com/mentorship-and-money-what-really-gets-ghanaian-graduate-students-to-the-finish-line/</link>
		
		<dc:creator><![CDATA[Courtney Benton]]></dc:creator>
		<pubDate>Mon, 05 Oct 2026 08:43:46 +0000</pubDate>
				<category><![CDATA[Social Science]]></category>
		<category><![CDATA[academic integration]]></category>
		<category><![CDATA[assessment competency]]></category>
		<category><![CDATA[cross-sectional survey]]></category>
		<category><![CDATA[dissertation completion]]></category>
		<category><![CDATA[Ghana]]></category>
		<category><![CDATA[graduate education]]></category>
		<category><![CDATA[graduate education ecosystem in Ghana]]></category>
		<category><![CDATA[higher education policy]]></category>
		<category><![CDATA[highlighting the importance of structural support and mentorship in research success]]></category>
		<category><![CDATA[mentorship]]></category>
		<category><![CDATA[quality assurance]]></category>
		<category><![CDATA[regression analysis]]></category>
		<category><![CDATA[student satisfaction]]></category>
		<category><![CDATA[supervision]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=237360</guid>

					<description><![CDATA[A survey of 550 students, supervisors, and administrators across five Ghanaian public universities finds that grants, facilities, supervision guidelines, and developmental mentorship are the strongest statistical predictors of dissertation completion and assessment competency.]]></description>
										<content:encoded><![CDATA[<p>A large survey of graduate students, supervisors, and administrators across five of Ghana&#8217;s leading public universities has found that the strongest predictors of dissertation success are not the intellectual brilliance of the students but the practical scaffolding around them: access to research grants, adequate research facilities, clear supervision guidelines, and, above all, a form of mentorship that combines emotional support, ethical guidance, and deliberate fostering of independence. The study, published in SN Social Sciences, offers one of the most detailed statistical portraits to date of how structural and interpersonal factors shape research productivity and assessment competency in a West African graduate education system that has long struggled with delayed completions.</p>
<p>The research team, led by Simon Ntumi of the University of Education, Winneba, together with Samuel Asare Amoah, Selete Kwasikuma, and Daniel Amissah, conducted a descriptive cross-sectional survey involving 550 respondents: 450 graduate students, 80 supervisors, and 20 administrators. The institutions included the University of Ghana, the University of Cape Coast, the Kwame Nkrumah University of Science and Technology, the University for Development Studies, and the University of Education, Winneba. By sampling three distinct stakeholder groups rather than students alone, the design allowed the researchers to compare perceptions across the entire ecosystem that surrounds a dissertation, from the person writing it to the people funding, supervising, and administering it.</p>
<p>The statistical core of the study was multiple linear regression, a technique that estimates how much each factor contributes to an outcome while holding the others constant. When the outcome was dissertation completion, administrative practices emerged as significant predictors. Access to research grants carried a standardized coefficient of 0.24, and the availability of research facilities a coefficient of 0.22, each explaining roughly three percent of the variance in completion outcomes as measured by the eta-squared effect size of about 0.030. Supervision guidelines, meaning formal written expectations for the supervisor-student relationship, matched grants at 0.24. These numbers may look modest individually, but in educational research, where dozens of variables compete to explain a messy human outcome, consistent small-to-moderate effects across related measures paint a coherent picture: money, infrastructure, and procedural clarity matter.</p>
<p>Quality assurance mechanisms formed a second cluster of significant predictors. Internal evaluation systems, in which departments periodically review student progress, showed a coefficient of 0.24, and active monitoring of dissertation progress showed 0.22, with effect sizes in the f-squared range of 0.030 to 0.040. In practical terms, students who worked in departments that tracked their milestones and evaluated them internally were more likely to finish on time than students left to drift. The finding aligns with a long international literature on doctoral attrition, including Vincent Tinto&#8217;s influential interactionalist theory of student departure, which holds that persistence depends on academic and social integration into the institution. The Ghanaian data suggest that integration is not only a matter of student psychology but of institutional machinery.</p>
<p>Perhaps the most theoretically interesting result concerns student satisfaction, which the analysis identified as a mediator between administrative practices and dissertation outcomes. A mediation analysis decomposes an effect into a direct path and an indirect path that runs through an intermediate variable. Here, administrative practices had a direct effect of 0.19 on dissertation outcomes, but the indirect effect running through student satisfaction was larger, at 0.22, with statistical significance at p below 0.001. In plain language, good administration does not merely remove logistical obstacles; it makes students feel supported, and that feeling itself propels them toward completion. The subjective experience of being well served by one&#8217;s institution is not a luxury but a mechanism.</p>
<p>When the researchers turned from completion to assessment competency, which they define as students&#8217; preparedness to design, evaluate, and defend assessments of academic work, a different set of predictors dominated. Developmental mentorship, a model in which mentors invest in the whole person rather than only the research project, produced the largest effects in the entire study. Emotional support correlated with assessment competency at r = 0.60, ethical guidance at r = 0.63, and fostering independence at r = 0.62. Because the squared correlations all exceed 0.36, these relationships qualify as large effects by conventional benchmarks, meaning that more than a third of the variation in assessment competency tracked these mentoring qualities. Collaborative practices added further weight: participation in team research correlated at 0.55 and interdisciplinary interactions at 0.54.</p>
<p>Academic integration factors also predicted assessment preparedness in regression models. A student&#8217;s sense of belonging within their program carried a coefficient of 0.34, the strongest regression weight reported for this outcome, and participation in research seminars carried 0.30. The pattern echoes findings from doctoral education research worldwide, including studies of scholarly communities as learning environments, and it carries a practical implication: departments that run active seminar cultures and cultivate belonging are, in effect, delivering assessment training without calling it that. Students who present work, receive critique, and watch others defend ideas are absorbing the standards by which academic quality is judged.</p>
<p>The study also documented a competency gap that will discomfort university leadership. Assessment competency was significantly lower among graduate students than among supervisors and administrators, with a group difference corresponding to an eta-squared of 0.041. Correlational analysis reinforced the hierarchy of influences: the strongest associations with assessment competency were mentorship at r = 0.63, student engagement at r = 0.62, and administrative support at r = 0.51. Taken together, the numbers suggest that assessment skill is not transmitted through coursework alone but through relationships and institutional climate, and that students currently receive too little of both relative to the staff who evaluate them.</p>
<p>The authors frame their findings as data-driven guidance for reforming graduate education policy in Ghana, where concerns about delayed dissertation completion and inadequate assessment preparedness have grown acute as enrollment expands. The recommendations implied by the data are concrete. Universities should expand access to research grants and upgrade laboratory and library facilities, since these structural inputs carry independent statistical weight. Departments should formalize supervision guidelines so that both parties know what to expect. Quality assurance units should monitor progress at regular intervals rather than waiting for crises. And faculty development programs should train supervisors in developmental mentorship, emphasizing emotional support, ethical modeling, and the deliberate cultivation of student independence, because these interpersonal qualities showed the largest effects anywhere in the study.</p>
<p>The research carries caveats typical of cross-sectional survey designs. Because all data were collected at a single point in time, the correlations cannot definitively establish causation; it is possible, for example, that students who are already thriving seek out more mentorship rather than the reverse. The effect sizes, while consistent, are individually modest, reflecting the reality that dissertation outcomes are shaped by many forces no single survey can capture. The datasets are not publicly available due to confidentiality and ethical constraints, though anonymized data may be shared on reasonable request subject to approval by the University of Education, Winneba&#8217;s Ethics Committee. Ethical approval for the study was granted by the university&#8217;s Institutional Review Board under protocol UEW-EDU-2025-001, and all participants gave informed consent. Even with these limitations, the study stands as a rare quantitative map of the graduate education pipeline in sub-Saharan Africa, a region where higher education reform has been identified by the African Development Bank as central to economic development. Its central message is quietly radical: the surest way to speed dissertations and sharpen assessment skills is not to demand more of students, but to build institutions that fund, house, guide, and genuinely mentor them.</p>
<p><strong>Subject of Research:</strong> Structural and interpersonal factors influencing dissertation completion and assessment competency in Ghanaian graduate programs</p>
<p><strong>Article Title:</strong> Shaping dissertation success and assessment competency in Ghanaian graduate programs</p>
<p><strong>Article References:</strong> Ntumi, S., Amoah, S. A., Kwasikuma, S., &amp; Amissah, D. (2026). Shaping dissertation success and assessment competency in Ghanaian graduate programs. <em>SN Social Sciences, 6</em>(10), Article 457. <a href="https://doi.org/10.1007/s43545-026-01756-3" rel="noopener noreferrer">https://doi.org/10.1007/s43545-026-01756-3</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.1007/s43545-026-01756-3" rel="noopener noreferrer">10.1007/s43545-026-01756-3</a></p>
<p><strong>Keywords:</strong> graduate education, dissertation completion, mentorship, assessment competency, Ghana, higher education policy, academic integration, student satisfaction, supervision, quality assurance, cross-sectional survey, regression analysis</p>
]]></content:encoded>
					
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">237360</post-id>	</item>
		<item>
		<title>Nursing Students Decide Early Whether a Hospital Deserves Their Future</title>
		<link>https://scienmag.com/nursing-students-decide-early-whether-a-hospital-deserves-their-future/</link>
		
		<dc:creator><![CDATA[Ophelia Keating]]></dc:creator>
		<pubDate>Sat, 03 Oct 2026 23:45:42 +0000</pubDate>
				<category><![CDATA[Medicine]]></category>
		<category><![CDATA[belonging]]></category>
		<category><![CDATA[clinical placement]]></category>
		<category><![CDATA[clinical training and workplace impressions]]></category>
		<category><![CDATA[early career nursing judgments]]></category>
		<category><![CDATA[healthcare workforce]]></category>
		<category><![CDATA[healthcare workplace environment]]></category>
		<category><![CDATA[hospital workplace attractiveness]]></category>
		<category><![CDATA[influence of clinical experience on future employment]]></category>
		<category><![CDATA[nurse retention]]></category>
		<category><![CDATA[nursing education and employment attitudes]]></category>
		<category><![CDATA[nursing student clinical placements]]></category>
		<category><![CDATA[nursing students]]></category>
		<category><![CDATA[nursing students career decision-making]]></category>
		<category><![CDATA[organisational socialisation]]></category>
		<category><![CDATA[patient care and staff welcome]]></category>
		<category><![CDATA[qualitative research]]></category>
		<category><![CDATA[qualitative study on nursing students]]></category>
		<category><![CDATA[social identity theory]]></category>
		<category><![CDATA[student perceptions of hospital culture]]></category>
		<category><![CDATA[supervision]]></category>
		<category><![CDATA[Sweden nursing education research]]></category>
		<category><![CDATA[thematic analysis]]></category>
		<category><![CDATA[workforce recruitment]]></category>
		<category><![CDATA[workplace attractiveness]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=232526</guid>

					<description><![CDATA[A Swedish qualitative study of 13 final-year nursing students shows that judgments about workplace attractiveness form during clinical placements through relational experiences of belonging, supervision, and recognition rather than structural perks.]]></description>
										<content:encoded><![CDATA[<p>When nursing students step onto a hospital ward for their clinical placement, they are doing far more than learning to insert catheters and chart medications. According to a new qualitative study from Sweden, they are also conducting an unspoken, deeply personal audit of whether that workplace deserves their future. The research, published in Nursing Open, reveals that judgments about workplace attractiveness form years before students ever enter the labour market, and that these judgments hinge less on salaries or facilities than on something far more fragile: how welcome they feel.</p>
<p>The study, led by Åsa Tjulin of Mid Sweden University together with colleagues including Ann Rudman, interviewed 13 final-year nursing students from four Swedish universities between February and May 2025. Using semi-structured interviews conducted over Zoom—three individual sessions and four small-group interviews averaging around 80 minutes each—the researchers explored how students construct the notion of an attractive workplace during clinical placements. The Swedish nursing programme, a three-year bachelor&#8217;s degree of 180 ECTS credits, includes roughly 43 weeks of clinical practice in line with European Union requirements that at least half of training be clinically oriented. That substantial immersion in real healthcare settings, the researchers argue, makes placements a critical and previously underexamined arena where career decisions quietly take shape.</p>
<p>The analysis employed reflexive thematic analysis, an inductive, data-driven approach situated within a constructionist epistemology, meaning the researchers treated meaning as co-produced through participants&#8217; accounts and their own interpretative work. Three authors engaged collaboratively and recursively in data familiarisation, coding, and theme development, treating coding as an evolving interpretative process rather than the application of a fixed frame. What emerged from this process was a striking four-part structure—Becoming, Belonging, Balancing, and Beyond—unified under an overarching pattern the researchers describe as looking ahead: workplace attractiveness as a socialisation process.</p>
<p>The first theme, Becoming, captures how decisively the quality of a student&#8217;s introduction shapes their verdict on a workplace. Students described placements where no one knew who they were, where no schedule existed, and where they did not even know whom to shadow. One student recalled receiving no introduction at all and concluded bluntly: &#8216;I&#8217;m never coming back here.&#8217; Conversely, workplaces that offered structured onboarding—a list of key concepts, a group introduction, a clear schedule—produced an immediate sense of security. The supervisor emerged as the pivotal figure, capable of transforming a placement through warmth, tailored learning challenges, and expressed confidence in the student&#8217;s abilities. &#8216;My supervisor didn&#8217;t see me as a student but as a colleague in training—that made all the difference,&#8217; one participant explained. Where supervision was absent or delegated to newly graduated nurses still uncomfortable with workplace routines themselves, students reported insecurity, passivity, and a corrosive sense of being unwanted.</p>
<p>The second theme, Belonging, revealed that the most enduring impressions of a workplace rarely concerned workload or patient cases at all. Instead, they revolved around co-workers: the person who asked how you were feeling, protected time for a coffee break, or created moments when the team genuinely felt like a team. Students described the significance of tone, jargon, and lunch-table dynamics, and singled out teams where mutual support was evident and questions were welcomed. &#8216;If you have a good manager and a good team, then for me personally, the other things are somewhat secondary,&#8217; one student said. The inverse was equally powerful. Environments marked by gossip, complaints, and subtle exclusion created emotional distance that no engaging clinical task could overcome. As one student put it: &#8216;It wasn&#8217;t the patients who discouraged me—it was the colleagues.&#8217;</p>
<p>The third theme, Balancing, addressed the practical architecture of a sustainable working life. Students found workplaces attractive when schedules, geographical location, and organisational support could be reconciled with personal life and family obligations. Placements exposed them to the striking diversity of scheduling practices across primary care centres, hospital wards, emergency departments, and ambulance services, prompting reflection on how working hours would fit with leisure and family. Some discovered, with relief, that not all healthcare work meant evenings and weekends. Proximity to home and family emerged as vital for both emotional well-being and logistical sustainability, particularly for students with children or those hoping to remain in rural hometowns without sacrificing professional opportunity. Manageable workloads that allowed breaks, recovery, and reflection with supervisors fostered a sense of camaraderie—moments of laughter and genuine inquiry about one&#8217;s well-being that students read as signals of a workplace worth joining.</p>
<p>The fourth theme, Beyond, concerned growth and the future. Attractiveness was closely linked to optimism about professional development, to the desire not to &#8216;become another number in the region&#8217;s workforce statistics&#8217; but to shape one&#8217;s own path with organisational support. Yet this theme also exposed a tension at the heart of clinical placements: the collision between education and recruitment. Students described being courted directly or subtly, sometimes within days of arriving, with phrases like &#8216;You&#8217;re welcome back later&#8217; or &#8216;We&#8217;re looking for people.&#8217; Some found these gestures affirming; others felt reduced to a staffing resource rather than a learner. &#8216;It felt like they mainly needed staff—not that they cared about how I was doing as a student,&#8217; one participant said. Students also expressed ambivalence about temporary agency nursing, acknowledging its higher wages and scheduling freedom while worrying that fragmented teams, high turnover, and diminished continuity undermined both care quality and their own prospects for growth and belonging.</p>
<p>The researchers interpret these findings through the lens of organisational socialisation theory, which holds that successful adaptation to a workplace depends on three core processes: task mastery, role clarity, and social acceptance. These processes are known to predict well-being, performance, and retention among employees. The new study extends that framework backwards in time, showing that the evaluative work underlying recruitment and retention begins before employment does. The findings also draw on social identity theory, suggesting that when students are treated as future colleagues, they experience a shift in self-categorisation—from peripheral outsiders to legitimate members of the professional in-group. Being addressed as a colleague provides symbolic confirmation that the workplace recognises their potential to become nurses within it, and attractiveness functions as an assessment of whether that professional identity is realistically inhabitable there. Workplaces characterised by high turnover and fragmented teams were met with scepticism precisely because they offered unstable ground for identification.</p>
<p>The implications reach well beyond nursing education. With the World Health Organization and successive workforce reports documenting persistent global nursing shortages and turnover, the study suggests that recruitment strategies focused solely on structural reforms or employer branding may miss the point. Attractiveness, in this account, is not a fixed attribute of an organisation but a dynamic, relational process constructed through everyday interactions—being acknowledged, invited into conversation, entrusted with meaningful responsibility. The authors recommend structured onboarding that begins before placement, dedicated primary supervisors backed by additional support, regular feedback and reflection, and active inclusion in the wider team. Nurse managers, they argue, must ensure supervisors are formally appointed, adequately prepared, and given time and resources, while keeping educational goals primary so that staffing needs do not overshadow learning. Educational institutions, meanwhile, should help students articulate and critically examine their emerging perceptions rather than leaving those evaluations implicit.</p>
<p>The authors acknowledge limitations: the findings are situated in Swedish nursing education and may transfer differently to other national contexts, all participants were final-year students approaching graduation, and the Zoom-based, partly group-interview format may have shaped disclosure. Even so, the central message carries weight for any healthcare system confronting workforce crisis. Students are not waiting until graduation to evaluate employers; they are deciding, week by week and interaction by interaction, whether a workplace is somewhere they can imagine a sustainable professional life. Attractiveness, the study concludes, is not a promise a workplace makes but a lived practice it either sustains or squanders—one coffee break, one introduction, one moment of recognition at a time.</p>
<p><strong>Subject of Research:</strong> How nursing students construct workplace attractiveness during clinical placements</p>
<p><strong>Article Title:</strong> ‘Is This the Workplace for Me?’ A Qualitative Study of Nursing Students&#x27; Construction of Workplace Attractiveness in Clinical Placement</p>
<p><strong>Article References:</strong> Tjulin, Å., Cederlund, J., Chaikiat Ståhl, Å., Brulin, E., Landstad, B. J., Jacobsson, M., Härgestam, M., &amp; Rudman, A. (2026). ‘Is This the Workplace for Me?’ A Qualitative Study of Nursing Students&#x27; Construction of Workplace Attractiveness in Clinical Placement. <em>Nursing Open, 13</em>(10), Article e70868. <a href="https://doi.org/10.1002/nop2.70868" rel="noopener noreferrer">https://doi.org/10.1002/nop2.70868</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.1002/nop2.70868" rel="noopener noreferrer">10.1002/nop2.70868</a></p>
<p><strong>Keywords:</strong> nursing students, clinical placement, workplace attractiveness, organisational socialisation, qualitative research, thematic analysis, nurse retention, workforce recruitment, supervision, belonging, social identity theory, healthcare workforce</p>
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