The study, led by Mildred Visser of the Erasmus School of Health Policy & Management at Erasmus University Rotterdam, followed a two-year care pathway development programme conducted in a Dutch specialized rehabilitation hospital with sixteen sites. Eleven multidisciplinary teams worked in parallel to design care pathways for different patient populations, guided by five quality improvement principles: collaborative improvement, stepwise and goal-oriented pathway development, hybrid development that combines design with learning, outcome monitoring, and shared ownership among participants. Rather than treating the programme as a fixed protocol to be evaluated at the end, the researchers embedded themselves in it, documenting how it unfolded, where it strained, and how it had to be reshaped in response to events on the ground.

The choice of action research as the guiding methodology is central to the paper’s argument. Action research differs from conventional observational research in that the researcher participates in the change process itself, generating scientific knowledge through cycles of planning, action, observation and reflection. In this programme, the research team collected reflexive data continuously: 169 journal reports, 44 recorded conversations with team members and senior managers, 25 research team meetings, and 149 programme documents. The data were analysed in four iterative phases, combining elements of process analysis and reflexive thematic analysis, so that insights from one cycle could inform adjustments in the next. This created a feedback loop between the programme and its own evaluation, which proved essential when the original design assumptions collided with practical constraints.

What emerged from the analysis were six distinct challenges that arose when multiple care pathways were developed in parallel. The first concerned alignment: teams differed in their pace of progress, their learning needs and their clinical scope, and the standardized programme structure did not always fit these differences. Teams working on complex conditions such as spinal cord injury rehabilitation faced different design questions than teams focused on other rehabilitation populations, and forcing everyone through identical steps at identical speeds created friction. The programme had to be refined repeatedly to allow teams to move at appropriate speeds while still benefiting from shared learning across the collaborative.

The second challenge was balancing innovation with manageable change. Teams were encouraged to redesign care in meaningful ways, but too much change at once threatened to overwhelm frontline staff and disrupt daily operations. The researchers found that the programme’s design had implicitly assumed a capacity for change that the organization did not always possess, and adjustments were needed to pace the innovations so that they remained implementable. Closely related was the third challenge: the organization’s limited readiness for hybrid care, in which treatment is delivered through a mix of in-person and remote modalities. The pandemic era accelerated interest in hybrid care models, but embedding them into formal care pathways required infrastructure, skills and cultural acceptance that could not be assumed in advance.

The fourth challenge involved outcome monitoring, a cornerstone of value-based care. Teams were expected to measure patient outcomes systematically, but the study revealed practical problems in doing so, including difficulties with data collection and a heavy reliance on expert support to make measurement meaningful. Without functioning outcome monitoring, the feedback that was supposed to drive improvement weakened. The fifth challenge concerned distributed leadership and capability development. Because eleven teams were working simultaneously, leadership could not be concentrated in a single group; the programme had to cultivate improvement capabilities across the organization, which took time and deliberate investment. The sixth challenge was reflexive in nature: the programme itself was hybrid, combining fixed design elements with ongoing learning and adaptation, and teams needed help navigating that ambiguity.

Each of these challenges, the authors argue, exposed assumptions embedded in the original programme design that were tested and often overturned in practice. Crucially, the action research approach allowed those assumptions to be surfaced and corrected in real time rather than discovered only in a post-hoc evaluation, when it would have been too late to help. Successive refinements to the programme were documented and analysed as part of the research itself, turning the inevitable turbulence of organizational change into a source of scientific insight. The researchers describe this as linking change, learning and knowledge generation in a single continuous process, which is precisely what conventional quality improvement collaboratives often fail to achieve.

The implications reach beyond this single Dutch hospital. Care pathway development is a global strategy in value-based healthcare, and organizations everywhere struggle with the same tension between standardization and local adaptation. The study’s conclusion is that action research offers a feasible methodology for implementing and adapting care pathway development methods through phased, reflective and context-sensitive learning. By embedding reflection and adaptation into the programme from the start, action research helped balance structure with flexibility, strengthened shared ownership among clinicians and managers, and integrated sustainability considerations early in the process rather than as an afterthought. In other words, the methodology did not just measure whether the programme worked; it actively helped the programme work.

The research also carries a message about patient involvement. The programme included patient representatives, including two from a post-discharge spinal cord injury rehabilitation network and one from multiple sclerosis rehabilitation, who participated as partners in the pathway design process and helped ground the designs in lived experience. This participatory element aligns with the collaborative improvement principle and reflects a broader shift in health services research toward co-design with the people who actually use the services. Combined with the study’s rigorous documentation of its own methods, including a published coding structure mapping data to the five quality improvement principles and adherence to recognized qualitative reporting standards, the work offers a template that other organizations can adapt.

Funded by the Dutch Organisation for Health Research and Development, ZonMw, the study arrives at a moment when health systems face accelerating pressure from aging populations, workforce shortages and technological change, all of which make rigid, one-size-fits-all improvement programmes increasingly untenable. The authors’ central finding is deceptively simple: care pathway methods describe what good pathways should contain, but only a methodology that embraces reflection, participation and continuous adaptation can bridge the gap between those methods and their practical application. Action research, demonstrated here across two years, eleven teams and sixteen sites, appears to be that bridge. For hospital leaders contemplating large-scale pathway programmes, the lesson is that the process of development matters as much as the product, and that building flexibility into the process from day one may be the difference between pathways that endure and pathways that quietly fade from use.

Subject of Research: Using action research to guide parallel, adaptive care pathway development in a dynamic hospital organization

Article Title: Action research as a methodology for adaptive care pathway development in a dynamic organizational context

Article References: Visser, M., de Mul, M., Ahaus, K., Osterthun, R., Pangalila, R., Grauwmeijer, E., Sluijter, A., van Pelt-Zoutendijk, M., & Weggelaar-Jansen, A. M. (2026). Action research as a methodology for adaptive care pathway development in a dynamic organizational context. Health Research Policy and Systems. https://doi.org/10.1186/s12961-026-01520-2

Image Credits: AI Generated

DOI: 10.1186/s12961-026-01520-2

Keywords: action research, care pathways, care pathway development, quality improvement, rehabilitation medicine, hybrid care, outcome monitoring, participatory methods, health services research, complex interventions, healthcare innovation, qualitative research

The scale of the analysis is notable. The cohort consisted of patients recruited from addiction treatment centers across Quebec in 2012 and 2013 who received a diagnosis of gambling disorder at any point between 2009 and 2022. The investigators linked these clinical records with provincial health administrative databases, allowing them to track diagnoses, service use, and hospitalizations over more than a decade. Using the discharge date from each patient’s last hospitalization carrying a gambling disorder diagnosis as the index date, they identified 470 hospitalized patients and matched them by age and sex to 1,606 patients with gambling disorder who had never been hospitalized. Controls qualified only if they had received their gambling disorder diagnosis within the three years preceding the index date, a constraint designed to ensure that the two groups were genuinely comparable in the recency of their diagnosis.

Methodologically, the study relied on conditional logistic regression stratified by age and sex, a technique appropriate for matched case-control designs because it compares each case with its matched controls while automatically accounting for the matching variables. The models produced adjusted odds ratios, a statistical measure expressing how much each factor changes the odds of hospitalization after controlling for everything else in the model. This approach matters because hospitalization in psychiatric populations is rarely the product of a single cause; it emerges from an interplay of illness severity, treatment history, social circumstances, and the way health systems respond to crises. By separating these strands statistically, the researchers could ask which factors carry independent weight.

The answer, in descending order of magnitude, was striking. Patients with comorbid mental disorders in the three years before the index date had nearly ten times the odds of hospitalization compared with those without such comorbidity, an adjusted odds ratio of 9.81. Suicidal behaviors more than doubled the odds, at 2.88, and comorbid substance-related disorders raised them by more than half, at 1.58. These figures align with a growing international literature. A Finnish nationwide register study published in Addiction in 2024 documented elevated somatic and psychiatric comorbidity among people with diagnosed gambling disorder, and a systematic review and meta-analysis in the Australian and New Zealand Journal of Psychiatry found psychiatric comorbidity to be the rule rather than the exception among treatment-seeking problem gamblers. Research from Denmark has similarly linked gambling disorder treatment with heightened comorbidity, criminality, and healthcare costs.

The suicide signal deserves particular emphasis. Gambling disorder carries one of the highest suicide rates of any addiction, and studies of treatment samples in Austria and national inpatient data in the United States have repeatedly documented elevated rates of suicidal ideation and attempts among people with gambling problems, especially when depression is present. The Quebec findings quantify this danger in service terms: a history of suicidal behavior in the preceding three years nearly triples the odds that a patient with gambling disorder will require hospitalization. For clinicians, this suggests that suicide risk assessment should be a routine, systematic component of every encounter with a patient receiving treatment for gambling disorder, not an occasional add-on reserved for obvious crises.

Service use patterns in the year before the index date also proved predictive. High emergency department use carried an adjusted odds ratio of 2.45, and any hospitalization in the prior year raised the odds by 79 percent. These findings echo a broader pattern documented in patients with substance-related disorders, where frequent emergency department visits and prior hospitalizations reliably flag patients at risk of subsequent acute care. Emergency departments, in this sense, function as early warning systems, but also as symptoms of a system under strain. Studies of frequent emergency department visitors have shown that these patients often report unmet primary care needs, suggesting that heavy emergency use reflects gaps in community-based care rather than simply greater illness. The Quebec data now extend that insight to the gambling disorder population.

Perhaps the most actionable findings concern what protects patients. High-intensity outpatient care in the year before the index date halved the odds of hospitalization, with an adjusted odds ratio of 0.50, and high continuity of care reduced the odds by 26 percent, at 0.74. Continuity of care, a concept with a long history in health services research dating back to work on primary care in the 1970s, refers to the extent to which a patient sees the same providers or a coherent team over time rather than a rotating cast of strangers. Research on patients with serious mental illness has shown that family practice continuity reduces unplanned hospital use, and studies of general practitioner regularity have linked it to lower rates of high-use hospitalization. The Quebec study demonstrates that the same principle applies to behavioral addiction: patients whose outpatient care is intensive and consistent are markedly less likely to crash into the acute care system.

Sociodemographic factors added their own texture. Unemployment raised the odds of hospitalization by 45 percent, and living in semi-urban or rural areas increased them by 51 percent, a pattern that likely reflects both the socioeconomic stress associated with joblessness and the thinner supply of specialized addiction services outside major urban centers. Intriguingly, living alone was associated with lower odds of hospitalization, at 0.61, a counterintuitive result the authors note as significant. One possible interpretation is that patients living alone who reach treatment may differ systematically from those with co-residing partners or family, or that cohabiting patients are more often pushed into care by distressed relatives at moments of crisis that otherwise might have escalated to hospitalization. The authors frame the overall picture through the lens of vulnerability: unemployment, rural residence, and social isolation mark patients whose clinical needs intersect with limited community support.

The study’s framework draws on Andersen’s behavioral model of health services use, a foundational framework in health services research that organizes predictors into predisposing, enabling, and need characteristics. This theoretical scaffolding helps explain why both clinical severity and service system factors appear side by side in the results. Gambling disorder, classified as a behavioral addiction in both the DSM-5 and the ICD-11, remains frequently underdiagnosed and undertreated, partly because of stigma. Research on perceived social stigmatization of gambling disorders shows that stigma deters help-seeking and shapes how patients and professionals view treatment, while systematic reviews of general practitioners’ management of gambling disorder reveal persistent gaps in knowledge and screening. Patients may therefore cycle through primary care and emergency departments with depression, anxiety, or substance problems while the underlying gambling disorder goes unrecognized.

The Lancet Public Health Commission on gambling, published in 2024, framed gambling as a significant and growing public health concern, and the Quebec study adds a concrete service-delivery dimension to that call. The authors’ conclusion is direct: the key clinical needs and vulnerabilities among patients with gambling disorder should be addressed through outpatient interventions that prioritize high continuity and intensity of care. In practical terms, that means building treatment pathways in which a patient with gambling disorder sees a stable, coordinated team that can manage comorbid depression, screen for suicide risk, treat concurrent substance use, and maintain contact over time, rather than relying on episodic crisis-driven care. The chronic disease management model long advocated for addiction, which treats addiction as a relapsing condition requiring sustained monitoring rather than a discrete episode to be cured, fits these findings closely. As jurisdictions worldwide expand legalized gambling and online platforms multiply access, the population of diagnosed patients will likely grow, and the Quebec data offer a template for identifying, early and precisely, those most at risk of hospitalization, and for designing the outpatient systems that could keep them out of hospital beds altogether.

Subject of Research: Clinical, service use, and sociodemographic predictors of hospitalization among patients diagnosed with gambling disorder in Quebec, Canada.

Article Title: Predictors of Hospitalization Among Patients with Gambling Disorder: a Retrospective Matched Case–Control Study

Article References: Predictors of Hospitalization Among Patients with Gambling Disorder: a Retrospective Matched Case–Control Study. (n.d.). https://doi.org/10.1007/s11469-026-01729-w

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DOI: 10.1007/s11469-026-01729-w

Keywords: gambling disorder, hospitalization, comorbid mental disorders, suicidal behavior, substance-related disorders, emergency department use, continuity of care, outpatient treatment, case-control study, Quebec, behavioral addiction, health services research

Researchers Gerard R. M. Scholten and Jeroen D. H. van Wijngaarden of the Erasmus School of Health Policy and Management at Erasmus University Rotterdam examined how Value-Based Health Care, commonly abbreviated as VBHC, is implemented in Dutch hospitals. Their findings, published in BMC Health Services Research, come from a qualitative multiple-case study conducted across four Dutch hospitals, drawing on 68 semi-structured interviews with people working at every level of the hospital hierarchy, from board members to frontline clinicians. The interviews were analysed using the widely used thematic analysis approach developed by Braun and Clarke in 2006, allowing the researchers to identify recurring patterns in how the concept was understood and enacted.

The central discovery is stark: there is a fundamental mismatch between what VBHC assumes and what Dutch hospitals can actually do. The original concept, developed in the United States, presumes that hospitals can measure the total costs of care for individual patients across the full cycle of their treatment. That measurement capability is the cornerstone of the model, because only when costs per patient are known can they be linked to health outcomes and used to calculate value. Yet the Dutch researchers found that hospitals in the Netherlands largely lack both the organizational structures and the financial systems required to perform this patient-level costing. Activity-based costing, the accounting machinery that makes cost-per-patient measurement possible in the American context, is simply not in place.

Despite this structural gap, enthusiasm for the concept at the top of the organizations was remarkably strong. Hospital boards endorsed VBHC wholeheartedly and wanted to see it implemented. But rather than driving the change themselves through formal managerial programs, the boards placed doctors and nurses at the forefront of the implementation process. The expectation was that clinical professionals would act as informal leaders, bridging the traditional divide between professional and managerial logics and carrying the concept into everyday practice. This reflects a distinctive feature of Dutch health care culture, in which physicians and nurses are seen as the natural agents of change in hospitals and managerial imposition is often viewed with suspicion.

However, the professionals who were assigned this pivotal role found themselves operating under conditions that made success nearly impossible. Doctors and nurses received limited resources to support their work, unclear mandates about what exactly they were supposed to lead, and little organizational support to help them translate the abstract concept into concrete practice. The researchers describe this as a prominent but unsupported role: clinicians were expected to spearhead a demanding management transformation while being given neither the tools nor the authority to do so. The gap between expectation and support became a decisive force shaping what happened next.

What happened next was a radical adaptation. Freed from the structural anchors of cost measurement and competitive benchmarking, and led by clinicians whose primary concern is patient care rather than market positioning, VBHC in Dutch hospitals evolved into something Porter and his followers would scarcely recognize. Instead of emphasizing the relationship between health outcomes and costs, hospitals reinterpreted the concept as an approach focused on shared decision-making and improved communication between professionals and patients. The competitive logic at the heart of the original model, in which hospitals vie to demonstrate superior value, essentially evaporated.

Nowhere is this reinterpretation more visible than in the fate of patient-reported outcome measures, or PROMs. In the original VBHC framework, PROMs are instruments for systematically capturing patients’ own assessments of their health status, intended to enable benchmarking between providers and the kind of cost-outcome evaluation that fuels competition on value. In the four Dutch hospitals studied, PROMs were instead used mainly to support clinical conversations. Questionnaires about patient outcomes became conversation starters between doctors and patients, tools for understanding individual experiences and tailoring care, rather than instruments for comparing performance across institutions or driving market discipline.

The Dutch experience offers a fascinating case study in what organizational scholars call the translation or hybridization of management concepts. Ideas that circulate internationally, such as VBHC, total quality management, or lean thinking, are never simply copied. They encounter local institutional arrangements, legal frameworks, financial systems, and professional cultures that either accommodate or resist their assumptions. When the fit is poor, the concept bends. In the Netherlands, the bending was so substantial that the researchers characterize it as a radical adaptation: a management model built around outcomes, costs, and competition was transformed into a patient-centred communication approach built around dialogue and shared decision-making.

The study’s most striking conclusion concerns the role of professional expectations. The authors argue that the way Dutch hospital boards positioned doctors and nurses, as prominent leaders who were nonetheless left without resources, clear mandates, or organizational backing, played a decisive role in reshaping the imported concept. Rather than producing the intended integration of professional and managerial perspectives, this arrangement allowed the clinical perspective to dominate, steering VBHC away from its economic foundations and toward its humanistic ones. The findings suggest that when health systems import management models, the expectations placed on professional groups, especially doctors and nurses, may matter more than the design of the model itself.

For policymakers and hospital leaders internationally, the message is sobering and illuminating in equal measure. A concept that appears universally applicable may in fact be deeply dependent on context-specific structures such as patient-level cost accounting and competitive market dynamics. Transplanting it into a system with different financial architecture and a strong tradition of professional self-governance may yield not implementation but reinvention. Whether the Dutch version of VBHC, with its emphasis on shared decision-making, delivers real benefits to patients is a question the study raises but does not resolve. What is clear is that the global travel of management ideas is a story not of faithful diffusion but of continuous adaptation, and that the professionals on the front lines ultimately hold the pen.

Subject of Research: The adaptation of the Value-Based Health Care management concept in Dutch hospitals

Article Title: The radical adaptation of the Value-Based Health Care management concept in Dutch hospitals: an exploratory multiple-case study in four hospitals

Article References: The radical adaptation of the Value-Based Health Care management concept in Dutch hospitals: an exploratory multiple-case study in four hospitals. (n.d.). https://doi.org/10.1186/s12913-026-15560-5

Image Credits: AI Generated

DOI: 10.1186/s12913-026-15560-5

Keywords: Value-Based Health Care, Dutch hospitals, management concepts, shared decision-making, patient-reported outcome measures, hospital management, health services research, implementation, hybridization, doctors and nurses, qualitative case study, health care costs

The rationale behind the study rests on a well-documented problem in implementation science. Psychosocial interventions, including cognitive behavioral therapy for psychosis, family interventions, and related structured approaches, are consistently recommended for people diagnosed with schizophrenia spectrum disorders. Yet decades of research have shown that access to these interventions remains patchy, and one of the recurring bottlenecks is the workforce itself: trained therapists are unevenly distributed, supervision is scarce, and training opportunities tend to cluster around a small number of academic centers and large urban hospitals. In a federalized and linguistically divided country such as Switzerland, where German, French, and Italian-speaking regions maintain distinct professional cultures and separate institutions, the question of where expertise resides and how it spreads becomes not merely academic but a practical matter of equitable patient care.

Social network analysis offered the research team a way to move beyond simple headcounts of trained clinicians. Instead of asking only how many professionals had completed a given training, the approach asks who is connected to whom, which individuals or institutions act as hubs, and whether the network is centralized around a few gatekeepers or distributed across many local clusters. In practical terms, the investigators collected data on the training relationships among mental health professionals working with psychosis, constructing a network in which nodes represent individual professionals and the links between them represent training or supervisory ties. Standard network metrics, including degree centrality, betweenness centrality, and measures of network density and fragmentation, were then used to characterize the structure of this professional ecosystem.

Technical choices of this kind matter because different network structures have very different implications for workforce planning. A highly centralized network, in which most training flows through a handful of expert trainers, is efficient in some respects but fragile: if those hubs retire, move, or disengage, the pipeline of newly trained therapists can collapse quickly. A decentralized network with many small, disconnected clusters, by contrast, may be robust to the loss of any single node but poorly suited to disseminating new evidence, since innovations can become trapped within isolated enclaves. Betweenness centrality, which identifies individuals who bridge otherwise separate groups, becomes especially important in such landscapes, because these brokers are the main conduits through which knowledge, standards, and supervisory practices travel between linguistic regions, professional disciplines, and institutional tiers.

Although the complete analytical details are available in the full publication, the central contribution of the study is its demonstration that specialized psychotherapy training for psychosis in Switzerland forms a recognizable, measurable structure rather than an amorphous scattering of courses and workshops. By mapping this structure empirically, the study converts a vague complaint, namely that training is insufficient and uneven, into a concrete topography that policy makers can act upon. The network perspective reveals where the load-bearing nodes sit, which parts of the professional landscape are well connected, and which regions or disciplines remain on the periphery. This kind of diagnostic precision is what distinguishes network analysis from conventional workforce statistics, which might report the total number of trained therapists without revealing whether that training capacity is redundant in one city and absent in another.

The Swiss context sharpens the significance of these findings. The country’s twenty-six cantons carry substantial autonomy over health care organization, and its mental health services are delivered through a mix of university psychiatric hospitals, cantonal institutions, and private practitioners. Training standards for psychotherapy have historically been shaped by professional associations and postgraduate institutes as much as by universities, producing a pluralistic system in which pathways to competence can differ markedly from one canton or language region to the next. A network map of training relationships therefore does more than describe an academic phenomenon; it exposes the informal infrastructure, often invisible to administrators, through which the national capacity for evidence-based psychosis care is actually built and maintained.

For patients, the stakes of this infrastructure are direct. Randomized trials and meta-analyses have repeatedly shown that structured psychological interventions can reduce symptom distress, lower relapse rates, and improve functioning in psychosis, and international treatment guidelines place these therapies alongside antipsychotic medication as core components of care. When training networks are thin or fragmented, however, guideline recommendations remain aspirational. A person living with psychosis in a canton far from a training hub may have little realistic prospect of being offered a specialized therapy, not because the evidence is contested but because no locally connected professional ever had the opportunity to acquire and maintain the requisite skills. Mapping the network is thus a step toward diagnosing the structural reasons for inequitable access.

The study also carries methodological lessons for the broader implementation science community. Workforce interventions are often evaluated by counting the number of clinicians trained, a metric that conceals duplication, clustering, and attrition. Social network analysis reframes the question: rather than asking how many people have been trained, it asks how the training system is wired. The same toolkit can identify single points of failure before they break, highlight underused trainers whose capacity could be mobilized, and flag professional groups or regions whose isolation predicts future shortfalls. Applied longitudinally, network mapping could even serve as a monitoring instrument, allowing health authorities to observe whether new funding for training actually changes the structure of the network or merely reinforces existing hubs.

The limitations inherent in this kind of research are worth keeping in view. Training relationships depend on the accuracy and completeness of self-reported data, and professionals who are active but invisible to the sampling frame, for example those trained abroad or outside formal programs, may be underrepresented. Network structures also evolve, so any map is a snapshot of a system in motion. Nevertheless, the study establishes a baseline that future work can extend, and it aligns Switzerland with a growing international effort to bring network science to bear on health workforce questions. For a country committed to high-quality, regionally balanced psychiatric care, knowing the shape of its psychotherapy training network is a prerequisite for shaping it deliberately, and the message of this research is ultimately optimistic: once the structure of expertise is visible, it can be strengthened, diversified, and defended against the quiet erosion that comes with retirement, turnover, and institutional change.

As mental health systems worldwide confront rising demand and persistent workforce shortages, the Swiss network analysis offers a template that travels well. Any health service that relies on specialized, hard-won clinical skills, whether in psychosis care, perinatal mental health, or addiction treatment, faces the same underlying challenge of cultivating, connecting, and distributing expertise. The study’s core insight is that these skills do not simply accumulate; they circulate along identifiable channels, concentrate around identifiable people, and thin out in identifiable places. Making those channels, people, and places visible is the first step toward a training system that can deliver evidence-based psychotherapy to every patient who stands to benefit from it, wherever they happen to live.

Subject of Research: Social network analysis of specialized psychotherapy training for psychosis among Swiss mental health professionals

Article Title: Mapping specialized psychotherapy training for psychosis among mental health professionals in Switzerland: A social network analysis

Article References: Jaffé, M. E., Elmer, T., Huber, L., Lieb, R., Lang, U. E., Huber, C. G., & Moeller, J. (2026). Mapping specialized psychotherapy training for psychosis among mental health professionals in Switzerland: A social network analysis. Schizophrenia. https://doi.org/10.1038/s41537-026-00798-z

Image Credits: AI Generated

DOI: 10.1038/s41537-026-00798-z

Keywords: psychosis, psychotherapy training, social network analysis, mental health workforce, Switzerland, schizophrenia, implementation science, cognitive behavioral therapy, health services research, network centrality, supervision, training networks

The research team, led by Lina Harvold Ellingsen-Dalskau of the Norwegian Institute of Public Health, set out to address a persistent blind spot in health services research. Immigrants are known to carry an elevated risk of mental health problems, yet they use specialist psychiatric services less than expected, and there are reasons to suspect that when they do reach hospital care, the quality of their experience may differ from that of the majority population. Previous evidence on psychiatric inpatient experiences among immigrant groups has been scarce, partly because measuring patient experience in a way that is fair and comparable across cultural and linguistic groups is itself a formidable methodological challenge. The new study confronts that challenge head-on, using a national survey infrastructure and openly acknowledging the limits of cross-group comparison.

The quantitative backbone of the study is the Psychiatric Inpatient Patient Experience Questionnaire with Continuous Electronic Measurement, known as PIPEQ-CEM. This instrument was deployed continuously in psychiatric inpatient institutions across Norway from January 2020 to June 2022, producing an unusually rich dataset of 8,184 patients, of whom 89.5 percent were Norwegian-born. Respondents completed the questionnaire alongside items covering demographic background, experiences of coercion, and indicators of their mental health. The researchers then used linear regression to test whether a patient’s region of birth was associated with the key outcomes: the overall experience score, ratings of specific dimensions of care, reported coercion, and the perceived change in mental health over the course of the admission.

The headline quantitative result is one of broad similarity. On overall patient experience scores, the study found few statistically meaningful differences between immigrant groups and the majority population. That null finding matters, because it pushes back against any assumption that immigrant patients necessarily rate psychiatric hospitals more harshly across the board. Yet beneath the aggregate similarity, the analysis uncovered patterns that cannot be ignored. Some immigrant groups rated specific aspects of care, including the initial welcome they received on admission, the privacy they were afforded, and the perceived benefit of their treatment, lower than the Norwegian-born majority did. These are not peripheral details; the first hours of an admission shape trust, and privacy is a core dignity concern in any locked ward environment.

More striking still were the differences in coercion and clinical trajectory. Some immigrant groups reported higher levels of coercive measures during their inpatient stay, and also reported less improvement in their mental health between admission and discharge. Coercion, which in psychiatric settings can include involuntary medication, restraint, seclusion, or being admitted against one’s will, is one of the most ethically charged dimensions of mental health care, and international policy has long aimed to minimize it. Its uneven distribution across population groups raises questions that the survey data alone cannot answer, about how risk is assessed, how communication difficulties influence clinical decisions, and whether patients from some backgrounds are more likely to experience care as something done to them rather than with them.

To get closer to those questions, the team turned to the free-text comments that patients attached to their questionnaires. In total, 390 comments from immigrant patients and 125 from Norwegian-born patients were subjected to thematic analysis, a qualitative method that identifies recurring patterns of meaning across large bodies of unstructured text. The analysis revealed four interlocking themes that were specific to immigrant patients’ experiences: their expectations of and prior knowledge about psychiatric care before admission; their sense of belonging and trust within the ward environment; communication with staff; and access to information about their treatment and rights.

Each of these themes points to a concrete mechanism through which care can go wrong for patients unfamiliar with the system. A patient who has never encountered a psychiatric hospital before, or whose expectations are shaped by stigma or frightening stories from their country of origin, may arrive with fear that staff do not recognize or address. A patient who cannot follow rapid conversations in Norwegian, or who receives written information only in a language they do not read, may miss crucial explanations about medication, legal safeguards, or discharge planning. A patient who feels culturally invisible on the ward may withhold trust precisely at the moment when trust is the foundation of therapeutic benefit. The qualitative findings thus give psychological texture to the numbers, suggesting how small differences in welcome, privacy, and information flow could accumulate into lower perceived treatment benefit and a slower recovery trajectory.

The study’s authors are careful about what their measurement can and cannot claim, and that caution is itself an important finding. Patient-reported experience measures, or PREMs, assume that patients share a common framework for judging care: what counts as a good welcome, what counts as acceptable privacy, what a helpful treatment feels like. When those frameworks differ across cultural groups, identical scores may not mean identical experiences, and different scores may reflect different expectations rather than different treatment. The thematic analysis helps here, because it shows that contextual factors, such as prior knowledge of psychiatric care and the experience of belonging, actively shape how patients interpret and report their care. Any fair comparison of patient experience across diverse populations must therefore be accompanied by culturally appropriate measurement instruments, not simply translated versions of majority-population questionnaires.

The practical implications extend well beyond Norway’s borders. Health systems across Europe and North America serve increasingly diverse populations, and mental health services sit at the intersection of several well-documented inequities: barriers to access, communication gaps, stigma that varies across communities, and clinical decision-making that may be more coercive for some groups than others. This study suggests a template for detecting such inequities early, through continuous electronic measurement rather than one-off surveys, combined with systematic analysis of patient comments that can reveal why the numbers look the way they do. For ward managers, the actionable levers are tangible: invest in the admission experience, protect privacy deliberately, ensure interpreters and translated materials are genuinely available, and build staff competence in cross-cultural communication so that trust can form quickly even in crisis admissions.

For researchers, the message is that methodology and equity are inseparable. A PREM that works for the majority population is not automatically a valid instrument for everyone, and treating aggregate similarity as evidence of equity risks obscuring the disparities, in coercion and in recovery, that surface when the data are disaggregated by region of birth. The Norwegian study demonstrates that it is possible to run such disaggregated analysis at national scale while still listening carefully to patients in their own words. What emerges is a dual mandate for psychiatric services: deliver care that is culturally sensitive in practice, and measure patient experience in ways that are culturally appropriate in method. Only when both halves of that mandate are met can health systems honestly claim to know how well they are serving all of the patients in their care, and only then can the higher coercion and flatter recovery curves reported by some immigrant groups be understood, and ultimately eliminated.

Subject of Research: Comparison of patient-reported experiences, coercion, and mental health outcomes between immigrant and majority populations in Norwegian psychiatric inpatient care

Article Title: Patient-reported experience measures (PREMs), coercion, and mental health outcomes in psychiatric inpatient care: a national mixed-methods study comparing immigrant and majority populations

Article References: Ellingsen-Dalskau, L. H., Bjertnæs, Ø., Kjøllesdal, M. K. R., & Iversen, H. H. (2026). Patient-reported experience measures (PREMs), coercion, and mental health outcomes in psychiatric inpatient care: a national mixed-methods study comparing immigrant and majority populations. BMC Health Services Research. https://doi.org/10.1186/s12913-026-15511-0

Image Credits: AI Generated

DOI: 10.1186/s12913-026-15511-0

Keywords: patient-reported experience measures, PREMs, psychiatric inpatient care, coercion, mental health outcomes, immigrant health, health services research, Norway, cross-cultural psychiatry, mixed-methods study, PIPEQ-CEM, health equity

The World Health Organization originally advised pregnant women to attend at least four antenatal visits, a target that shaped maternal health programming across sub-Saharan Africa for decades. In 2016, however, the organization overhauled its guidance, replacing the four-visit model with a recommendation of eight or more individual contacts with a health provider over the course of pregnancy. The change reflected growing evidence that more frequent contact allows clinicians to detect complications such as preeclampsia, anemia, and fetal growth restriction earlier, and to intervene before they become fatal. The revised standard also shifted the language from ‘visits’ to ‘contacts’ to emphasize that every interaction between a pregnant woman and her health system matters.

Most research on antenatal care in Nigeria has relied on a binary measure, simply asking whether a woman attended any sessions at all or at least four. That approach, the study’s authors argue, obscures how far along the care continuum women actually progress and makes it impossible to track national movement toward the current WHO guideline. To close that gap, the research team from Obafemi Awolowo University and Federal University Birnin Kebbi categorized utilization into three ordered levels: fewer than four visits, four to seven visits, and eight or more visits. This ordinal framework allowed them to simultaneously evaluate adherence to both the old and new WHO benchmarks and to identify which factors push women across each successive threshold.

The data set covered women aged 15 to 49 who had at least one live birth in the reference period, a nationally representative sample designed to reflect Nigeria’s enormous demographic and geographic diversity. The descriptive results alone paint a sobering picture. Among all women surveyed, 47 percent reported fewer than four antenatal visits for their most recent pregnancy, 36 percent reported four to seven visits, and a mere 17 percent attained eight or more contacts. Combined with the 28 percent who received no care whatsoever, the figures mean that fewer than one in five Nigerian pregnancies currently meet the international standard that global health authorities consider the minimum for protecting maternal and newborn lives.

To understand who reaches each level of care, the researchers employed a generalized ordered logistic regression model, a statistical technique suited to outcomes that fall along a natural hierarchy. Unlike a standard logistic regression that collapses the outcome into two categories, the generalized ordered model estimates how each sociodemographic factor relates to crossing each cumulative threshold, from no care to any care, from minimal to adequate care, and from adequate to the full WHO-recommended schedule. The model adjusted for a battery of confounders, and design-based chi-square tests were first used to confirm that utilization varied significantly across social and regional strata in the raw data.

Education emerged as one of the most powerful predictors of care. Women with higher education had more than five times the odds of achieving at least four antenatal visits compared with their less-educated counterparts, with an adjusted odds ratio of 5.33 and a 95 percent confidence interval of 4.26 to 6.66. Wealth told a similar but distinct story. Women in the richest households were more than four times as likely as the poorest to reach eight or more contacts, with an adjusted odds ratio of 4.38 and a confidence interval of 3.34 to 5.74. Intriguingly, the factors that help women cross the four-visit threshold are not always the same factors, or of the same magnitude, that carry them to the eight-contact level, a nuance the binary analyses of previous studies could never reveal.

Geography proved to be perhaps the starkest divider of all. Nigeria’s South West region, home to Lagos and some of the country’s best-resourced health infrastructure, showed dramatically better outcomes than the North Central zone used as the reference. Women in the South West had nearly seven times the odds of attaining eight or more antenatal visits compared with their North Central counterparts, with an adjusted odds ratio of 6.91 and a 95 percent confidence interval of 5.74 to 8.31. The pattern reflects deep, long-standing inequalities between southern and northern Nigeria in educational attainment, health facility density, and the availability of skilled birth attendants, divisions that shape health outcomes long before a woman ever becomes pregnant.

The implications of these findings reach well beyond Nigerian borders. As low- and middle-income countries begin to realign their maternal health monitoring systems with the 2016 WHO guideline, Nigeria’s experience offers a warning about how much progress may be masked when success is defined as four visits rather than eight. A country that appears close to universal basic antenatal coverage under the old standard may, in truth, be serving only a small fraction of pregnant women at the level now considered necessary. The authors suggest that policies aimed at improving utilization must simultaneously tackle socioeconomic and regional inequality while strengthening the supply side, ensuring that facilities exist, are stocked, and are staffed close enough to home for women to complete the full contact schedule.

For the roughly seven million Nigerian women who give birth each year, the arithmetic of the study translates into a concrete risk. Antenatal care is a key determinant of maternal survival because it is the principal channel through which danger signs are detected, iron and tetanus prophylaxis are delivered, hypertension is managed, and women are connected to skilled delivery services. Nigeria already accounts for a disproportionate share of the world’s maternal deaths, and the new analysis suggests that the country’s path to reducing that toll runs through both classrooms and clinics. Raising female educational attainment, narrowing the wealth gap, and investing specifically in the underserved northern regions would, the evidence indicates, do more to lift women from a handful of visits to the full recommended schedule than any single clinical intervention.

The study also demonstrates the value of the ordinal analytical approach itself. By modeling antenatal utilization as a graded outcome aligned with both WHO eras of guidance, the researchers produced estimates that policymakers can act on at every point along the care continuum, identifying where women drop out and which characteristics distinguish those who persist. The dataset was drawn from the Demographic and Health Survey Program, whose anonymized, publicly accessible surveys are conducted with approval from national ethical review boards and the ICF Institutional Review Board, with informed consent obtained from all participants. The research received no specific external funding, and the authors declare no competing interests. As Nigeria and its neighbors grapple with the gap between the four-visit past and the eight-contact future, this analysis provides both the baseline measurement and the analytical roadmap for tracking, honestly and precisely, whether the world’s most vulnerable pregnant women are finally getting the care they were promised.

Subject of Research: Sociodemographic and regional inequalities in antenatal care utilization in Nigeria relative to WHO guideline thresholds

Article Title: Inequalities in antenatal care utilization in Nigeria: an ordinal analysis aligned with WHO guidelines

Article References: Sani, J., Adesina, A. N., Awoniyi, A., Otitoju, O., Ajibade, T. O., Boboye, I., & Bisiriyu, L. A. (2026). Inequalities in antenatal care utilization in Nigeria: an ordinal analysis aligned with WHO guidelines. BMC Health Services Research. https://doi.org/10.1186/s12913-026-15606-8

Image Credits: AI Generated

DOI: 10.1186/s12913-026-15606-8

Keywords: antenatal care, Nigeria, WHO guidelines, maternal health, health inequalities, ordinal regression, Demographic and Health Survey, maternal health services, health services research, Africa, Inequalities, antenatal

The research, conducted by Amanda Susan Philip, Shalini Quadros, and Vinita A. Acharya of the Department of Occupational Therapy at Manipal College of Health Professions, Manipal Academy of Higher Education, was published in BMC Health Services Research. The team set out to explore the lived experiences of occupational therapists who conduct work skill assessments, often abbreviated WSAs, for individuals with mental illness. A WSA evaluates a person’s abilities, skills, values, and interests for employment using a range of tools and techniques, and for therapists working in mental health it serves a dual purpose: determining readiness for employment and guiding the design of intervention plans that can bridge the gap between clinical progress and workplace demands.

Methodologically, the study employed a qualitative phenomenological design, an approach that seeks to capture the essence of a lived experience as described by the people who live it. Twelve occupational therapists participated, and their accounts were analyzed using thematic analysis, a technique in which researchers systematically code interview data and distill it into recurring patterns of meaning. From this process, three major themes emerged: familiarity guided practice, unseen pitfalls, and moving towards awareness. Together, these themes sketch a portrait of a professional community that has learned to improvise in the face of structural gaps, and that is only now beginning to recognize and articulate the limits of its own methods.

The first theme, familiarity guided practice, describes how therapists lean heavily on the tools, frameworks, and routines they know best. Rather than drawing from a validated battery of vocation-specific instruments, clinicians reported adapting whatever was at hand, including measures designed for other purposes such as the Canadian Occupational Performance Measure, functional capacity evaluations, and assessments of activities of daily living. This adaptive, almost artisanal approach allows therapists to piece together a picture of a client’s work readiness, but it also means that the quality and comparability of assessments can vary dramatically from one clinician, clinic, or region to the next. Two clients with similar presentations may receive very different readiness judgments depending on which therapist evaluates them and which tools that therapist happens to favor.

The second theme, unseen pitfalls, captures the hazards embedded in this improvisational system. Without standardized assessments, therapists risk overlooking critical dimensions of work performance, such as the cognitive and social stamina required to sustain a full shift, the ability to respond to supervisor feedback, or the tolerance for the sensory and interpersonal demands of specific workplaces. The study also points to a deeper structural problem: many assessments are conducted in clinical settings that bear little resemblance to actual work environments. A clinic-based simulation can measure task accuracy, but it cannot reproduce the unpredictability of a busy workplace, the pressure of deadlines, or the subtle social negotiations that determine whether a person with mental illness can maintain a job over time. The absence of institutional support, including dedicated time, funding, and vocational infrastructure, compounds these blind spots.

The third theme, moving towards awareness, suggests that the profession is not standing still. Therapists in the study described a growing consciousness of the possibilities and limitations of current WSA practices, an emerging recognition that creative tool modification, however valuable, is not a substitute for validated, context-appropriate assessment methods. This awareness, the authors suggest, is a necessary first step toward reform. It opens the door to developing standardized protocols suited to the Indian context, building partnerships with employers to create authentic evaluation settings, and advocating for the institutional support that would allow therapists to conduct thorough, ecologically valid assessments rather than hurried clinical approximations.

The technical significance of these findings extends beyond occupational therapy. Vocational rehabilitation for people with severe mental illness is a cornerstone of community-based mental health care, and the accuracy of work readiness assessments directly shapes whether clients are placed in jobs they can sustain, referred to further skills training, or prematurely labeled as unable to work. When assessment practices rest on unstandardized, individually modified tools, the entire chain of vocational decision-making inherits that uncertainty. The Manipal study provides qualitative evidence for what many clinicians have long suspected: the field’s assessment infrastructure has not kept pace with its clinical ambitions, particularly in low- and middle-income countries where formal supported-employment systems are still maturing.

The study also carries practical implications for health service planners. If therapists lack access to real-world settings for evaluation, health systems could invest in vocational simulation spaces, workplace partnerships, and supported employment programs such as individual placement and support models, which emphasize placing clients in competitive jobs and providing on-site assessment and coaching. Standardized WSA protocols, developed and validated for local labor markets and cultural contexts, would allow therapists to benchmark client performance against meaningful criteria and to communicate findings to employers, families, and interdisciplinary teams in a shared professional language. Training curricula could likewise incorporate explicit instruction in vocational assessment, ensuring that new graduates enter practice with a repertoire that goes beyond improvised adaptation.

For the therapists themselves, the study validates a difficult professional reality. These are clinicians who, in the absence of perfect instruments, have become expert modifiers, stitching together assessments from fragments of standardized measures, observation, and clinical rapport. Their creativity is a strength, but the research makes clear that it should not be the system’s permanent foundation. The findings emphasize both the possibilities and limitations of current work skill assessment practices: therapists use and modify tools creatively, but the lack of standardized assessments, institutional support, and access to real-world settings hinders accurate evaluation of clients’ work abilities. Closing that gap, the authors argue, is essential if occupational therapy is to fulfill its promise of helping people with mental illness not just imagine employment, but achieve and sustain it.

As mental health systems worldwide increasingly recognize work as a health outcome in its own right, studies like this one offer a grounded, clinician-centered view of where practice stands today. The voices of twelve occupational therapists in India reveal a field in transition, aware of its constraints and beginning to chart a path toward more rigorous, more authentic, and ultimately more equitable vocational assessment for one of the most underserved populations in health care.

Subject of Research: Occupational therapists' lived experiences in assessing work skills of people with mental illness in India

Article Title: The lived experiences of occupational therapists in assessing work skills of people with mental illness

Article References: Susan Philip, A., Quadros, S., & Acharya, V. A. (2026). The lived experiences of occupational therapists in assessing work skills of people with mental illness. BMC Health Services Research. https://doi.org/10.1186/s12913-026-15584-x

Image Credits: AI Generated

DOI: 10.1186/s12913-026-15584-x

Keywords: occupational therapy, work skill assessment, mental illness, mental health, vocational rehabilitation, qualitative research, phenomenology, thematic analysis, employment, psychological assessment, health services research, India

The research team, led by Maojie Zhang of the First Affiliated Hospital of Guizhou Traditional Chinese Medicine University and including collaborators at Universiti Sains Malaysia, began with a simple but consequential observation. Existing instruments for assessing infection prevention and control competence were largely imported from international frameworks such as those of the World Health Organization and the Association for Professionals in Infection Control and Epidemiology, or drawn from Chinese national guidelines, but none had been systematically adapted and validated for the realities of Chinese provincial hospitals. Without a sound measurement tool, hospital administrators could neither identify skill gaps among their practitioners nor design training programs with any confidence that those programs addressed genuine weaknesses. The consequence is a workforce whose professional development proceeds largely by intuition rather than evidence.

To build the questionnaire, the researchers followed a four-phase instrument development and validation strategy that reflects the gold standard in psychometric science. In the first phase, they generated an initial pool of 55 items by combining a systematic review of the literature, relevant international competency frameworks, Chinese national guidelines on infection prevention and control, and structured discussion among experts. Each item was written to capture a specific competency domain, from foundational microbiological knowledge to the leadership skills required to drive change across entire hospital departments. This triangulation of sources was deliberate: by drawing on global standards and local policy simultaneously, the team aimed to produce an instrument that was both internationally comparable and locally meaningful.

The second phase subjected the draft items to a two-round modified Delphi consultation, a technique in which a panel of experts independently rates the relevance and importance of each item over successive rounds, with anonymous feedback between rounds allowing the group to converge toward consensus. After the first round, the scale-level content validity index, calculated using the averaging method, stood at 0.87, a figure already considered acceptable in survey methodology. Expert qualitative comments were collected alongside the quantitative ratings, and items that scored poorly or attracted persistent criticism were revised or removed. By the end of the second round, the questionnaire had been trimmed from 55 items to 44, and the scale-level content validity index for the retained items had risen to 0.89, indicating strong expert agreement that the questions measured what they were intended to measure.

The third phase tested whether real practitioners could actually understand and complete the instrument. Face validity assessment and pilot testing were carried out among eligible HAIPCPs working in Guizhou Province, who evaluated the comprehensibility of each item and the overall feasibility of the questionnaire in a busy clinical setting. The scale-level face validity index reached 0.98, an exceptionally high figure suggesting that practitioners recognized the questions as sensible, relevant, and clearly worded. This step matters more than it might appear: a questionnaire that is statistically elegant but confusing to respondents produces unreliable data no matter how sophisticated the analysis, so demonstrating that frontline infection control staff found the instrument intuitive was essential to its credibility.

The fourth and decisive phase involved the main survey, in which 209 HAIPCPs completed the 44-item questionnaire. The researchers first confirmed that the data were suitable for factor analysis: the Kaiser–Meyer–Olkin measure of sampling adequacy was 0.957, far above the conventional threshold of 0.60, and Bartlett’s test of sphericity was highly significant at P less than 0.001, indicating that the items shared sufficient common variance to reveal an underlying structure. Principal component analysis then extracted a five-component solution that the investigators labeled basic knowledge, advanced infection prevention and control competency, environmental hygiene, leadership, and professionalism. Together these five dimensions explained 75.34 percent of the total variance, and component loadings ranged from 0.49 to 0.84, indicating that nearly every item aligned cleanly with one of the identified domains.

Internal consistency, the degree to which items within each dimension and across the whole scale measure the same underlying construct, proved equally impressive. The overall Cronbach’s alpha coefficient was 0.986, and the coefficients for the five individual dimensions ranged from 0.885 to 0.983, all comfortably above the 0.70 benchmark generally regarded as acceptable. The resulting instrument has been named the Competency Evaluation Index for Healthcare-Associated Infection Prevention and Control Practitioners, or CEI-HAIPCPs. In practical terms, the questionnaire now offers hospital managers in China a validated 44-item tool that can be administered to infection control staff to produce a structured profile of strengths and weaknesses across five distinct competency domains.

The significance of this work extends well beyond Guizhou Province. Healthcare-associated infections impose an enormous burden on health systems, prolonging hospital stays, driving antimicrobial resistance, and costing lives that rigorous prevention could save. The COVID-19 pandemic made painfully clear that infection prevention and control is not a bureaucratic afterthought but a core clinical discipline, and it exposed wide disparities in the training and readiness of the practitioners who carry that responsibility. A validated competency instrument transforms workforce development from guesswork into measurement: training curricula can be aligned with the five identified domains, certification schemes can reference objective standards, and individual practitioners can receive targeted feedback on where their skills need reinforcement. The authors caution, appropriately, that the instrument was validated in a single provincial sample and that further testing in broader and more diverse populations is needed before generalizing its use across China or beyond.

Nevertheless, the study offers a template for other regions facing the same problem. Its phased design, combining literature synthesis, modified Delphi consensus, face validity testing, and psychometric evaluation, is reproducible in any jurisdiction that needs a locally grounded assessment tool. The high content validity, robust factor structure, and near-ceiling internal consistency reported here suggest that the CEI-HAIPCPs is a sound foundation on which competency-based professional development for infection control practitioners can finally be built. For the largely unseen professionals who guard every catheter, ventilator, and surgical wound against infection, the study provides something they have long lacked: a credible way to demonstrate, and improve, the expertise on which patient safety depends.

Subject of Research: Development and psychometric validation of a competency assessment questionnaire for healthcare-associated infection prevention and control practitioners

Article Title: Development and validation of a competency assessment questionnaire for healthcare-associated infection prevention and control practitioners in Guizhou Province, China

Article References: Development and validation of a competency assessment questionnaire for healthcare-associated infection prevention and control practitioners in Guizhou Province, China. (n.d.). https://doi.org/10.1186/s12913-026-15495-x

Image Credits: AI Generated

DOI: 10.1186/s12913-026-15495-x

Keywords: healthcare-associated infections, infection prevention and control, competency assessment, questionnaire development, modified Delphi technique, psychometric validation, principal component analysis, Cronbach's alpha, content validity, patient safety, China, health services research

The scale of the problem motivating the study is difficult to overstate. The impact of mass incarceration extends far beyond the isolated experiences of justice-involved individuals; the authors describe a reaching, multifactorial impact on the health of society as a whole. People who cycle through carceral facilities frequently return to communities with untreated chronic disease, unmanaged psychiatric illness, and histories of disrupted care. Healthcare providers must therefore be prepared to treat patients returning from prisons and jails, whether in emergency departments, primary care clinics, or community mental health settings. Unfortunately, as the research team notes, health professional programs often lack any correctional medicine curriculum whatsoever, leaving graduates to encounter this population with little preparation and, in some cases, with unexamined biases.

Bridges to Access was conceived as a direct response to that curricular vacuum. Organized as an interdisciplinary conference, the event brought together learners and practitioners from multiple health professions to learn about the effects of incarceration on mental health and overall health. The conference pursued three distinct educational objectives: to demonstrate the importance of education in correctional medicine, to illuminate the interplay of mental illness and incarceration, and to highlight the role healthcare providers can have in impacting change within justice-involved patient populations. Rather than targeting a single discipline, the event was designed to reach medical students, nursing learners, and other future professionals whose careers would intersect with justice-involved patients in different ways.

To measure whether the conference actually worked, the research team employed a pre- and post-conference survey design built around sixteen Likert-response styled questions. Each item assessed participants’ knowledge and perceptions of correctional healthcare, with responses anchored to specific numerical values so that quantifiable change could be detected. Participants completed the same instrument before and after the event, and their paired responses were averaged for each question before analysis. The investigators then applied a paired t-test to compare mean pre- and post-conference responses, setting statistical significance at a p-value of less than 0.05. This straightforward but rigorous design allowed the team to evaluate whether observed changes in attitude and knowledge exceeded what would be expected by chance alone.

The results were striking. One hundred and twenty-three participants completed both the pre- and post-conference surveys, providing a substantial analytic sample for an educational intervention study. Fourteen of the sixteen questions demonstrated statistically significant improvement with a p-value below 0.05. Statistical analysis, the authors conclude, demonstrated that the conference was an effective educational tool, and survey participants showed significant growth in their understanding of each of the three conference objectives. In practical terms, attendees left the event measurably better informed about why correctional medicine belongs in health professional education, how mental illness and incarceration reinforce one another, and what providers can do to advocate for justice-involved patients.

The findings arrive at a moment of growing national attention to carceral health. Incarceration rates in the United States remain among the highest in the world, and the transition between custody and community is widely recognized as a period of elevated risk, including elevated risks of overdose, psychiatric crisis, and preventable hospitalization. When clinicians understand the structural realities that shape their patients’ lives, such as interrupted prescriptions, stigma attached to incarceration histories, and limited access to continuity of care, they are better positioned to screen appropriately, coordinate transitions, and communicate without judgment. Educational interventions like Bridges to Access aim to seed exactly this kind of structural literacy early in professional training, before habits of practice and patterns of bias harden.

The methodological architecture of the study also illustrates how educational outcomes can be evaluated with the same statistical discipline applied to clinical interventions. By pairing each Likert response with a numerical value and subjecting averaged pre- and post-responses to paired t-tests, the investigators converted subjective self-assessments into analyzable data. The paired design is particularly important because each participant serves as their own control, reducing confounding from differences in baseline knowledge across attendees. That fourteen of sixteen items reached significance suggests the effect was broad rather than confined to a single domain of understanding, though the two items that did not reach significance are a reminder that not every perception shifts equally in response to a brief educational exposure.

The authors are candid about the limits of what a single conference can accomplish. Due to a lack of peer-reviewed literature addressing this topic, alongside several limitations inherent to the study design, they write that further research is required to establish best practices for correctional medicine education. Self-reported survey responses capture perceptions of knowledge rather than demonstrated clinical competence, and the durability of gains measured immediately after a conference remains an open question. The study itself was conducted under a minimal-risk exempt framework, evaluated by the investigators under federal regulations for exempt research, with written and oral consent processes for participants, and the event was free and open to the public, which broadens access but also introduces selection considerations typical of volunteer educational audiences.

Even with those caveats, the study carries a clear message for medical and health professions education: gaps in future clinicians’ understanding of justice-related healthcare are not immutable, and they can be measurably narrowed with targeted, interdisciplinary effort. As the justice-involved population continues to interface with mainstream healthcare systems, the demand for clinicians who can deliver equitable, informed, and humane care will only grow. Bridges to Access offers a replicable model, and its authors’ call for further research signals that this conference is best understood not as a finished solution but as the opening move in what will need to be a sustained, evidence-driven expansion of correctional medicine across the curricula that train tomorrow’s healthcare professionals.

Subject of Research: Educational intervention for future healthcare professionals' understanding of justice-related and correctional healthcare

Article Title: Bridging gaps in future healthcare professionals’ understanding of justice-related healthcare

Article References: Bridging gaps in future healthcare professionals’ understanding of justice-related healthcare. (n.d.). https://doi.org/10.1186/s12913-026-15453-7

Image Credits: AI Generated

DOI: 10.1186/s12913-026-15453-7

Keywords: medical education, correctional medicine, incarceration, health equity, interdisciplinary education, mental illness, justice-involved patients, curriculum, health services research, BMC Health Services Research, Bridging, gaps

The research team recruited 301 caregivers of unvaccinated adolescent girls through hospitals and community health service centers in Jiangsu and Zhejiang provinces, two economically developed eastern coastal regions of China. The median age of the caregivers surveyed was 41 years, with an interquartile range of 38 to 44, meaning the respondents were overwhelmingly mothers and fathers in the prime of their decision-making years for family health matters. Each participant completed two separate discrete choice experiments: one presenting hypothetical vaccine profiles varying in attributes such as cancer protection, side-effect risk and cost, and another presenting alternative vaccination service delivery arrangements varying in who recommends the vaccine, where it is administered, how appointments are made, and what incentives are offered.

Discrete choice experiments rest on a foundational principle of behavioral economics: people rarely judge a health intervention on a single attribute. Instead, they mentally trade off competing characteristics, accepting a higher out-of-pocket price in exchange for better protection, or tolerating a small risk of side effects if the expected benefit is large. By randomly varying attribute levels across repeated choice sets and analyzing responses with mixed logit models, researchers can estimate the relative weight each attribute carries in the decision and, critically, predict how uptake would shift under realistic policy scenarios. This approach moves beyond simple opinion surveys, which often overstate willingness to act, because respondents must make consequential trade-offs with every choice.

When it came to the vaccine itself, two attributes towered over all others. Protection against cervical cancer carried a relative importance of 25.2 percent, while the risk of severe side effects accounted for 21.3 percent of the decision weight. Protection against genital warts followed closely at 20.3 percent, an intriguing result because it suggests Chinese caregivers value a benefit that extends beyond cancer prevention to broader sexual health. Cost contributed 11.9 percent and place of manufacture 11.6 percent, with all five attributes showing statistically significant effects at the p less than 0.05 threshold. Notably, the country where a vaccine is manufactured, an attribute that has generated considerable public discussion in China amid the introduction of domestic HPV vaccines, mattered less than every clinical attribute, indicating that perceived efficacy and safety dominate the calculus.

The service delivery experiment revealed an equally instructive hierarchy. Who recommends the vaccine was by far the most influential factor, carrying a relative importance of 35.3 percent, more than any single vaccine attribute. Incentives ranked second at 19.5 percent, followed by vaccination location at 17.5 percent, message framing at 13.1 percent and appointment methods at 12.4 percent, all statistically significant. In practical terms, a recommendation from a doctor carried far more weight than a generic reminder message, and the promise of an incentive meaningfully shifted preferences, particularly when framed in altruistic terms. The dominance of professional recommendation underscores a persistent truth in immunization research: trusted clinical messengers remain the single most reliable bridge between vaccine availability and vaccine uptake.

The policy simulations embedded in the study translate these preference weights into concrete projections. Predicted vaccine uptake increased by 40.8 percent when protection against both cervical cancer and genital warts was raised to the 90 percent level, a figure that speaks directly to the growing portfolio of nine-valent HPV vaccines capable of preventing a wider spectrum of HPV-related disease. Even more striking, projected service uptake rose by 54.5 percent when three elements were combined: a doctor’s recommendation, school-based vaccination, and altruistic incentives that appeal to protecting others in the community rather than personal gain. This synergy effect is central to the paper’s conclusion, because no single intervention in isolation produced a comparable improvement.

The emphasis on altruistic framing aligns with a growing body of behavioral science showing that messages highlighting collective benefit can outperform self-interested appeals, particularly in cultural contexts that prize family and community obligation. In China, where HPV vaccination programs for adolescents are still expanding and coverage among the target 9 to 14 age group lags behind WHO elimination targets, such culturally resonant framing may prove decisive. The authors argue that integrating evidence-based vaccine education, culturally sensitive delivery models, and well-designed incentive structures could accelerate progress toward the World Health Organization’s 90-70-90 strategy, which calls for fully vaccinating 90 percent of girls by age 15 in every country by 2030.

Methodologically, the study strengthens a literature that has often relied on smaller samples or simpler survey designs. The dual-experiment architecture allowed the researchers to separate questions about the product itself from questions about how the product reaches families, a distinction that matters for policy because ministries of health control service delivery while vaccine attributes are fixed by manufacturers and regulators. Model fit was assessed using standard information criteria, and the mixed logit specification captured preference heterogeneity across respondents, acknowledging that a single average preference may mask meaningful variation between urban and rural families, between income groups, and between caregivers with different levels of health literacy. The study received ethical approval from Nanjing Medical University and was funded by the National Natural Science Foundation of China and institutional career development grants.

The limitations are worth noting. The sample was drawn from two relatively affluent eastern provinces, so preference weights may differ in less developed regions where cost sensitivity could be higher and access to physician recommendations scarcer. Discrete choice experiments measure stated preferences rather than revealed behavior, and the gap between what people say in a survey and what they do at a clinic is well documented. Still, the internal consistency of the findings, with the most clinically meaningful attributes and the most trusted messengers emerging as dominant drivers, provides a credible roadmap for program designers.

For global cervical cancer elimination efforts, the message from Nanjing is ultimately optimistic. Caregivers in this study were not immutable vaccine skeptics; they were rational decision-makers whose choices responded predictably to information, access and incentives. When vaccines offer broad protection, when doctors speak clearly and consistently in their favor, when clinics come to schools so that a vaccination does not require a parent to lose a day of work, and when public health campaigns appeal to the shared goal of a cancer-free generation, uptake responds. As China continues to scale its national immunization infrastructure and domestic vaccine supply, the study’s evidence-based playbook offers a template not only for China but for the many middle- and low-income countries now designing adolescent HPV vaccination programs from the ground up.

Beyond the headline findings, the study’s design details illuminate how preference research can inform immunization policy in practice. Because the two experiments were analyzed separately, the authors could quantify trade-offs within each domain without conflating how caregivers judge a vaccine’s clinical profile with how they judge the system that delivers it. This separation matters for implementation: regulators and manufacturers determine efficacy and safety profiles, while local health authorities control who delivers recommendations, where clinics operate, and which incentives are offered, so the service-side results point to actions that are immediately actionable by program managers.

The prominence of recommendation sources, at more than a third of the decision weight in the service experiment, echoes a consistent theme in vaccination research across countries: the credibility of the messenger often outweighs the content of the message. That incentives still contributed nearly a fifth of the weight suggests they are best understood as complements to, rather than substitutes for, clinical endorsement. Similarly, the moderate weight given to appointment methods implies that reducing logistical friction helps, but only at the margin once trust and access are established.

For readers interpreting the uptake projections, the combined-scenario gains should be viewed as upper-bound estimates grounded in stated choices. Nevertheless, the direction of the effects, with clinical benefit, professional endorsement, school delivery and altruistic framing all pulling in the same direction, offers a coherent, testable framework that future implementation studies in China and comparable settings can evaluate in real-world rollout.

Subject of Research: Caregiver preferences for HPV vaccination services and incentives for adolescent girls in China

Article Title: HPV vaccination services and incentives preferences of Chinese daughters’ caregivers: a discrete choice experiment

Article References: Fang, H., Li, Y., Yang, S., Li, M., Huang, B., Chow, E. P. F., Ong, J. J., Wu, D., & Zhang, Y. (2026). HPV vaccination services and incentives preferences of Chinese daughters’ caregivers: a discrete choice experiment. BMC Health Services Research. https://doi.org/10.1186/s12913-026-15397-y

Image Credits: AI Generated

DOI: 10.1186/s12913-026-15397-y

Keywords: HPV, vaccination, discrete choice experiment, parental preferences, cervical cancer, adolescent health, China, vaccine incentives, school-based vaccination, mixed logit model, health services research, services