Health Care Programs Research Articles

An Active-Learning Framework for Educating Medical Students on SARS-CoV-2 Variants and COVID-19 Epidemiology

Background The emergence of multiple Severe Acute Respiratory Syndrome-Coronavirus-2 (SARS-CoV-2) variants presented an escalated risk to public health globally and prompted epidemiologic monitoring and classification. Health professionals are vital for patient education regarding Coronavirus Disease 2019 (COVID-19), discussing patient concerns, and providing guidance. Students enrolled in professional healthcare programs benefit from being adept with the evolution and spread of SARS-CoV-2 variants, and a team-based learning module can be helpful for applying foundational concepts to clinical problems. Methods This team-based learning (TBL) framework was developed in response to the COVID-19 pandemic and the emergence of viral variants. It was placed at the end of a hematology block within the first semester of year one of the medical school during the academic years 2021–2022. It consists of a 7-question readiness assurance process and a four-question application exercise. Results The average score increased from 58.8% (iRAT) to 85.9% (tRAT) (n=104). The post-session survey data showed an increase in students’ understanding of the classification of COVID-19 variants and the role of genetic mutations in viral pathogenesis. Qualitative data yielded positive feedback for the session, notably in students' ability to interpret phylogenetic trees and understand the role of variants. Conclusions This TBL framework cultivates higher-order thinking skills among medical students and effectively integrates virology, epidemiology, and pathology. Additionally, it provides a framework for developing a robust and up-to-date platform for the discussion of novel variants of COVID-19 or other infectious diseases.

From perpetual pilots to sustainable transformation: Scaling up geriatric care.

With an ageing population, there is an increasing need to focus on the care of older adults, particularly those who are more medically complex. Frail older adults are more likely to require care from multiple providers across multiple settings. It is well recognized that the current Canadian healthcare system is not well-designed for this complex population. To address the health system challenges, healthcare leaders are rapidly developing and implementing programs to better support the ageing population. Unfortunately, this often means that organizations are implementing and scaling health and social care programs with limited evidence or understanding of the specific context in which it was implemented. Drawing on regional experiences, this article will explore challenges and offer solutions related to the implementation, spread, and scale of healthcare programs for older adults.

Enhancing patient activation: a controlled implementation study of an interprofessional evidence-based counseling program for complementary and integrative healthcare in cancer patients ('CCC-Integrativ').

Complementary and integrative healthcare (CIH) is increasingly recognized as a valuable approach to empowering and activating cancer patients. Studies have shown that higher patient activation is positively associated with improved health outcomes and reduced healthcare costs. The CCC-Integrativ study aimed to assess the implementation of an evidence-based counseling service on CIH at four Comprehensive Cancer Centers (CCC) in Germany. In this controlled implementation study, the patient-level intervention included three CIH consultations within a 3-month period delivered by interprofessional teams of physicians and nurses. The primary endpoint was patient activation using the PAM-13 at baseline (T1) and post-intervention (T2), and compared between control (CO, receiving routine care) and the intervention group (IG) using an analysis of covariance. Missing data were handled with multiple imputations. Maintenance effects at 6-month follow-up (T3) were investigated using a linear mixed model. A total of n = 1128 oncology patients (CO = 443, IG = 685) with diverse tumor entities and cancer stages were included in the study. The overall mean baseline PAM-13 score was 69.74 (SD = 14.24) (n = 959 (85.0%)). A statistically significant between-group difference in post-intervention PAM-13 scores was observed (Fgroup(1, 1866.82) = 8.634, P = 0.003), with an adjusted mean difference of 2.22 PAM-points. Age, gender, tumor entity, disease stage, or CCC study site did not significantly predict post-treatment PAM-13 scores. The maintenance effect of the intervention was not statistically significant (FtimeXgroup(1, 3316.04) = 2.337, P = 0.096). Individually tailored counseling on CIH, offered by specifically trained, interprofessional teams, significantly improved patient activation. Given the established positive effects of higher patient activation, the implementation of such a program at cancer centers may yield beneficial outcomes for both patients and the healthcare system.

Insights into Health Program Implementation and Evaluation in Iran: A Brief Review of National Healthcare Programs in Iran

Background: Healthcare program monitoring can play a key role in evaluating their implementation and identifying their strengths and weaknesses. Methods: This study was performed with the exploratory sequential mixed methods design in 2023 at Tehran, Iran. The information was categorized into indicators, refining, analysis, interpretation, reporting, and proposed challenges and recommendations. Results: Medical Sciences Department of Public Health (TUMSDoPH) evaluation of its public health programs revealed a comprehensive approach covering a wide spectrum from disease management to health promotion, emphasizing electronic health records, targeted disease interventions, and strategies for non-communicable diseases, alongside efforts to enhance community health. Conclusion: There is a need for initiating “the monitoring committee” under the supervision of the deputy chancellor for public health to monitor key performance indicators and policies to discover the problems of each part of the health system and provide recommendations.

Assessing the impact of contraceptive use on reproductive cancer risk among women of reproductive age—a systematic review

BackgroundContraceptives play a crucial role in women's reproductive health, their hormonal components may be linked to cancer risks, specifically breast, and gynecological cancers. Given the high usage rates of hormonal contraceptives, it is vital to systematically evaluate their potential impact on cancer outcomes, especially among women with a family history of gynecological cancers.ObjectivesThis study aims to evaluate the evidence on the association between modern contraceptive use and the risk of breast and reproductive cancers (ovarian, endometrial, and cervical cancer) among women of reproductive age, to inform healthcare providers, women, and program managers about cancer outcomes related to contraceptive use.MethodsA systematic review was conducted according to PRISMA guidelines. Searches were performed in databases such as CINAHL, OVID Medline, EMBASE, and more from inception to February 2022. Eligible studies included randomized controlled trials, cohort studies, and case-control studies that compared cancer outcomes between contraceptive users and non-users. Data extraction, quality assessment, and meta-analyses were conducted following predefined protocols. Subgroup and sensitivity analyses examined variations in contraceptive methods, doses, and duration.ResultsA total of 51 studies were included, comprising 2 RCTs and 49 observational studies. The review identified a significant reduction in ovarian and endometrial cancer incidence among contraceptive users. Hormonal contraceptive users had a 36% lower risk of ovarian cancer (RR 0.64, 95% CI 0.60–0.68), with specific reductions seen in combined oral contraceptive users (RR 0.62, 95% CI 0.57–0.68) and hormonal IUD users (RR 0.68, 95% CI 0.48–0.96). The rate ratio of cervical cancer was higher among non- users compared to hormonal contraceptive users when we pooled the results (1.28, 95% CI 1.21, 1.35). No significant association was found between contraceptive use and breast cancer risk among healthy women (RR 1.00, 95% CI 0.94–1.06). However, BRCA1/2 mutation carriers using oral contraceptives showed a heightened risk of breast cancer (HR 1.39, 95% CI 1.15–1.67).ConclusionThis systematic review highlights the protective effects of modern contraceptives against ovarian and endometrial cancers while identifying an increased risk of cervical. No significant breast cancer risk was found for healthy women, but BRCA1/2 mutation carriers faced increased risks. These findings underscore the need for personalized contraceptive counselling that considers cancer risk factors. Further research is needed to explore contraceptive impacts across different genetic profiles and dosing regimens.Systematic Review Registrationhttps://www.crd.york.ac.uk/prospero/, Prospero (CRD42022332647).

Health promoting resources and lifestyle factors among higher education students in healthcare and social work programmes: a survey with a longitudinal multicentre design

BackgroundIt has been suggested that the university environment, to improve students’ health status and educational outcomes, should be based on a health promoting approach. More knowledge is needed about health promoting resources and lifestyle factors that may be of value for students in higher education and their future work-life balance. The aim of this study was to explore health-promoting resources, general health and wellbeing, and health promoting lifestyle factors among fourth and final semester students in higher education in healthcare and social work.MethodsThis longitudinal study is based on self-reported data collected through a web-based questionnaire that included questions about general health, wellbeing, and healthy lifestyle factors and made use of instruments: the Sense of Coherence (SOC) scale, the Salutogenic Health Indicator Scale (SHIS), and five questions from the General Nordic Questionnaire (QPS Nordic). The questionnaire was distributed among students enrolled in seven different healthcare and social work programmes at six universities in Sweden. Data was collected when students were in their fourth (2019/2020) and final (2020/2021) semesters analysed with multiple linear and logistic regressions.ResultsThe survey included responses from students during the fourth (n = 498) and the final (n = 343) semester of higher education programmes in health and social work. Total SOC scores decreased between the fourth semester and the final semester. The prevalence of the health promoting lifestyle factor of physical exercise decreased between the fourth and final semesters. Students in their final semester reported valuing group work more highly than did students in their fourth semester. Despite this, students in both the fourth and the final semester reported high SOC, low levels of good general health and perceived wellbeing, and sleeping problems.ConclusionsStudents’ report of good general health were associated with wellbeing, high-intensity physical training, and no sleeping problems A high SOC level was associated with good general health, perceived wellbeing, and no sleeping problems. A higher SHIS level was also associated with wellbeing and no sleeping problems. Therefore, we suggest further research focusing on how to prepare students in healthcare and social work during higher education for a future work-life in balance targeting effects on sleep quality.

Multiple Sclerosis Disease-Modifying Therapy Use in the Department of Veteran Affairs and Medicare: A Comparative Analysis

BackgroundHigh-cost disease-modifying therapies (DMT) for multiple sclerosis (MS) have created affordability challenges for people with MS (PwMS) and payers. The Department of Veterans Affairs (VA) is the largest integrated healthcare system in the US and uses a variety of approaches to manage utilization and cost of MS DMT. The objective of this paper is to compare national utilization trends in the VA to the US Medicare program, another large federal public healthcare program. MethodsCounts of PwMS prescribed DMT from 2012 to 2021 in the VA and Medicare programs were used to estimate changes utilization over this period. For each DMT, we estimated the proportion of all DMT users treated in each year. Trends in utilization were compared to identify differences in how these systems manage DMT use. We compared demographics and DMT use between PwMS in the VA to previously published estimates from a Medicare cohort of PwMS. ResultsDMT use in PwMS was comparable in VA and Medicare programs (65.9% vs 69.7%). In younger (<50 years) PwMS, DMT use was more prevalent in the VA compared to Medicare (85.8% vs 76.9%). Between 2012 and 2021, the proportion of patients on DMT using a lower-efficacy agent (interferon beta and glatiramer) declined in both the VA (90% to 32%) and Medicare (81% to 38%). Oral DMT use (primarily fumarates and sphingosine 1-phosphate [S1P] modulators) increased to a similar degree such that by 2021, 39% of patients in both systems were receiving oral DMT. Use of high-efficacy B cell depleting DMT (ocrelizumab, ofatumumab, and rituximab) was consistently higher in the VA than in Medicare. Despite the approval of generic glatiramer and dimethyl fumarate in 2015 and 2020 respectively, 49% of glatiramer and 58% of fumarate utilization in the Medicare program continued to be for a branded product in 2021. ConclusionsGreater DMT use among younger PwMS along with more frequent use of high-efficacy B cell depleting DMT in VA has the potential to reduce disability and attendant healthcare system costs. Generic DMT adoption in the Medicare program was lower than might be expected. Future studies should evaluate the relationship between DMT utilization, costs, and health outcomes in these populations.

Artificial Intelligence Chatbots in Action: Optimizing Benefits Enrollment in Public Administration

This article examines the implementation of artificial intelligence-powered chatbots in public sector benefits enrollment processes, focusing on their potential to streamline operations, enhance user experience, and reduce administrative burdens. Through a comprehensive analysis of case studies in healthcare and social security benefits programs, we demonstrate that chatbots can significantly improve efficiency, accuracy, and accessibility in enrollment procedures. Our findings indicate a 30-40% reduction in processing times and a marked increase in application completion rates. However, challenges related to data privacy, system integration, and user acceptance persist. This article contributes to the growing body of literature on digital transformation in public administration by providing empirical evidence of chatbots' effectiveness in benefits enrollment. We conclude that while chatbots offer promising solutions to longstanding issues in public sector service delivery, their successful implementation requires careful consideration of technical, ethical, and user-centric factors. Our study has important implications for policymakers and public administrators seeking to leverage AI technologies to enhance public service efficiency and accessibility

Impact of the Coronavirus Disease 2019 [COVID-19] Pandemic on Post-Acute Care of Patients with Heart Failure and the Effectiveness of Vaccine Prevention.

The Heart Failure Post-Acute Care [HF-PAC] program is a specialized healthcare program aimed at providing comprehensive care and support for patients with heart failure [HF] as they transition from acute hospital settings to home. But the impact of the coronavirus disease 2019 [COVID-19] pandemic on the HF-PAC program remains unknown. Furthermore, the effects of the comprehensive COVID-19 vaccination program on these patients with HF-PAC warrants further investigation. A total of 265 patients with acute decompensated HF were admitted to the hospital between May 2020 and October 2022. Of these, 159 patients underwent planned HF-PAC follow-up for 6 months, followed by scheduled follow-up visits every 3 months and unscheduled telephone randomized visits for at least another 6 months. The program completion rate was nearly 92%. COVID-19 significantly impacted patients with HF-PAC, leading to an increased mortality [13.3%] compared to before the pandemic [6.5%]. In our patient cohort, 83% had received at least 1 dose of vaccine and 61% had received > 3 doses. Of these patients with HF-PAC, 34% contracted COVID-19 infection post discharge, and 8.8% died owing to the infection. Of the mortality group, 42.9% patients were not vaccinated, and 28.6% received 1 vaccine dose, and their vaccination rate was lower than in the survival group [p = 0.01]. The COVID-19 pandemic had a significant impact on patients enrolled in the HF-PAC program; receiving more than 3 doses of the COVID-19 vaccine was associated with a significant reduction in mortality rates among these patients.

Machine learning and traditional analysis of the interaction between cardiovascular diseases and hematological malignancies

Abstract Background Cardiovascular diseases and clonal hematopoiesis of indetermine potential (CHIP), the premalignant state of hematological cancers, exhibit reciprocal interactions. While the presence of CHIP confer a risk for heart failure, it is unclear if cardiovascular diseases are associated with elevated risk hematological cancers. Purpose To determine the association between cardiovascular diseases (CVD) and cardiovascular risk, and hematological cancer. Methods We evaluated 27,231 adults, free of CVD and cancer, who participated in preventive healthcare program between 2000-2018. Each participant underwent a complete physical evaluation, blood test and exercise stress test at baseline. CVD was defines as ischemic heart disease, stroke, atrial fibrillation or hypertension. Then, we used machine learning and traditional survival analysis to evaluate the association between CVD and hematological cancer. For machine learning, we used the random forest method using Curat package in r, and incorporated all continuous variables gathered into the model (70% training, 30% test). For survival analysis, we first matches each CVD patient to a control patient by propensity scores to balance for age, sex, smoking, diabeles mellitus, renal function, body mass index and length of follow-up. Then, we compared the CVD and non-CVD patients using cox proportional hazard regression. Results Using machine learning, we found that the strongest predictors for hematological cancer in our cohort are low eGFR, age, high atherosclerosis cardiovascular disease score (ASCVD) and BMI. Of note, systolic and diastolic blood pressure were also strong predictors of hematological cancer (Figure A). Then, we matched 5500 CVD patients to controls with median follow-up of 9.2 years (Interquartile range 5-15 years). During follow-up, 1380 developed cancer. Of them, 186 developed hematological cancer. We used cox proportional hazard regression and Kaplan Mayer method to determine the risk and hazard ratio of developing hematological cancer (Figure B-C). Compared with subjected without CVD, patients with CVD were 91% more likely to develop cancer during follow-up, and 62% more likely to develop hematological cancer (Figure C, HR=1.61. 95%CI 1.21-2.16). Moreover, the 10-year risk to develop hematological cancer was 1.9% for patients with CVD and 1.0% for individuals without CVD (Figure D). Notably, the increased incidence of hematological cancers included 38% increase in cases of leukemia but only 11% increase in cases of lymphoma. Conclusions Using machine learning and traditional analysis we show that CVD risk and CVD were associated with increased incidence of hematological cancer. Understanding this relationship could lead to advances in cardiovascular and cancer treatment and could ultimately help to improve patient outcomes.

Better together: a program to increase the public health corps in the southeast United States

Abstract Background This undergraduate public health program implemented in the southeastern United States addresses the need for an expanded public health corps to fill health service gaps underscored by the Covid-19 pandemic, including a shortage of personnel with the skill to function on emergency frontlines; workforce development resources; and socially just healthcare programs to support under-resourced areas. Objectives To enhance student knowledge of public health and increase volunteers available for emergency and public health response within local, state, and global communities. After program participation, how confident did participants feel that they could know what to do in the case of an emergency? After program participation, how knowledgeable did participants feel that they would know what to do to protect others in the case of an emergency? After program participation, how aware were participants about the issue of public health response and preparedness? Results 216 students were recruited at a university in the southeastern United States, and 75% completed 30 hours of modules, immersion activities and skill-based trainings. Almost all (91%) were pre-nursing/nursing or public health majors. The majority of participants (90%) indicated a level of agreement with the statement, “I am confident that I know what to do in the case of an emergency” and 93% indicated a level of agreement with the statement, “I would know what to do to protect others in the case of an emergency”. Almost all participants (96%) indicated a level of agreement with the statement, “My awareness of public health response and preparedness has increased due to participation in the project”. Qualitative results mirrored a similar strong level of support for the program. Conclusions Students who complete appropriate training play an essential role in pandemic management and the broad training the medical workforce receives can also be applied to diverse disaster scenarios. Key messages • The goal of the project was to enhance undergraduate student knowledge of public health. • The secondary goal of the project was to increase the number of students available to volunteer for emergency and public health response in local, state, and global communities.

Hospital productivity and value in pay-for-performance healthcare programs

ABSTRACT Pay-for-performance (P4P) reimbursement models were launched in 2013 to incentivise the value of healthcare delivered by including quality outcomes, such as mortality, readmission, and patient satisfaction, in hospital reimbursement in the U.S. Although a decade has passed, the efficacy of these P4P programs remains unclear. This research intends to evaluate their long-term performance implications along two critical dimensions – productivity and healthcare value. Drawing on a nationwide sample of U.S. hospitals collected from 2008 to 2019, we utilise data envelopment analysis to measure hospital performance and the Malmquist index to evaluate their longitudinal trends. Although average hospital productivity and value improved since the rollout of the P4P programs, we observe that a large proportion of laggard hospitals were unable to catch up with improvements to the performance frontier, raising concerns about disparities in the impact of future value-based programs. Our analyses also indicate that horizontal integration across hospitals is associated with greater productivity and value. While greater physician-hospital (vertical) integration is associated with higher hospital productivity, it does not have a positive impact on value. Our study provides new insights into the antecedents and performance consequences of implementing value-based healthcare initiatives and their implications for hospital managers and policymakers.

Community Mobilisation for Human Sample Collection in Sensitive Communities: Experiences from Granular Mapping of Schistosomiasis and Soil-Transmitted Helminths in Ekiti State, South West, Nigeria

Community mobilisation is a vital process for raising awareness and increasing participation in healthcare interventions, research, and programmes that require human sample collection and mass management. In this report, we present the community mobilisation approach undertaken for the implementation of the operational mapping and assessment of granular schistosomiasis and soil-transmitted helminths in Ekiti State, Nigeria. The mobilisation was conducted in 177 communities/wards of the 16 local government areas. A total of 15,340 urine and stool samples were collected in 34 days. The efficacy and success of the strategy were evaluated through the following three performance metrics: community compliance rate, the participant response rate at the community level, and the overall compliance response rate of the four most sensitive LGAs. Community compliance was 93.7% as sample collection was denied in nine communities and two other communities demanded the return of the collected samples despite our mobilisation effort because of cultural bias and myths that connect the collection of stool and urine samples to ritual activities in the local context. The participant response rate at the community level was 86.7%. Three of the four sensitive LGAs (based on previous assessment programmes) demonstrated satisfactory compliance rates of 100%, while a response rate of 64.0% was computed for one of the LGAs. We believe our approach contributed to effective community mobilisation and awareness and that the developed model has the potential to improve participation rates in large healthcare assessments and intervention programmes.

Peer support groups and care burden in hemodialysis caregivers: a RCT in an Iranian healthcare setting

BackgroundChronic renal failure poses a significant global health challenge, exerting a substantial burden on both patients and their caregivers. Hemodialysis, a common treatment for end-stage renal disease, imposes extensive physical, emotional, and financial pressures on caregivers, often leading to a high care burden. This study uniquely examines the impact of peer support groups on reducing the care burden among caregivers of patients receiving hemodialysis in an Iranian healthcare setting, an aspect that has not been extensively explored before.MethodsA parallel-controlled clinical trial was conducted involving 60 caregivers, divided into intervention and control groups. The intervention group participated in an 8-session peer support program tailored to their identified needs, including coping with stress, social isolation, and financial challenges. The Zarit Care Burden Interview Scale was used to measure care burden before and after the intervention.ResultsThe study revealed statistically significant reductions in care burden, particularly in physical, social, and emotional dimensions, among caregivers in the intervention group compared to the control group. The total care burden score showed a marked decrease, indicating the effectiveness of the peer support intervention. While economic challenges remained a concern, the intervention had a limited impact in this domain.ConclusionThis study demonstrates that peer support groups significantly alleviate the care burden experienced by caregivers of patients receiving hemodialysis, improving their well-being across several dimensions. The findings highlight the importance of integrating peer support strategies into healthcare programs for chronic disease management and underscore the need for supplementary economic support measures to comprehensively address caregivers’ needs. Future research should explore the scalability and long-term sustainability of such interventions and address the unique economic challenges faced by these caregivers.Trial registrationThis study was registered in the Iranian Registry of Clinical Trials (IRCT) under the registration number IRCT20220724055540N1 on 11/08/2022.

Toward improving anal health care among GBMSM in Kenya: Lessons from a patient’s illness, treatment and recovery journey

ABSTRACT We aimed to illuminate the challenges of treating anal diseases among gay, bisexual and other men who have sex with men (GBMSM) in a homophobic climate amid resource constraints. Building on a long-term Kenyan-Canadian collaboration, an anal healthcare intervention study, known as the WEMAH Project, was initiated in January 2022. The initial collaborative work strengthened existing anal health services provided at a community-based clinic serving GBMSM in Nairobi. The illness and treatment journey for one patient is highlighted. Prior to attending the community clinical programme, reluctance to disclose symptoms to other healthcare workers, misdiagnoses and incorrect treatment, absence of physical exam conducted, lack of access to effective medications, and self-treatment attempts not only led to late disease detection but also exacerbated the illness itself, culminating in advanced disease progression accompanied by severe pain and suffering. However, once connected to the community clinic with the enhanced anal healthcare programme, the disease was effectively managed by the clinical team. Although specialised clinics have been established throughout Kenya to meet the STI-related needs of GBMSM, the constellation of factors highlighted in one patient’s journey, from illness to recovery, reveals important gaps in Kenya’s existing sexual health programme for GBMSM.

Applicability of the adjusted morbidity groups algorithm for healthcare programming: results of a pilot study in Italy

BackgroundPopulation-based Health Risk Assessment (HRA) tools are strategic for the implementation of integrated care. Various HRA algorithms have been developed in the last decades worldwide. Their full adoption being limited by technical, functional, and economical factors. This study aims to apply the Adjusted Morbidity Groups (AMG) algorithm in the context of an Italian Region, and evaluate its performance to support decision-making processes in healthcare programming.MethodsThe pilot study used five Healthcare Administrative Databases (HADs) covering the period 2015–2021. An iterative semi-automated procedure was developed to extract, filter, check and merge the data. A technical manual was developed to describe the process, designed to be standardized, reproducible and transferable. AMG algorithm was applied and descriptive analysis performed. A dashboard structure was developed to exploit the results of the tool.ResultsAMG produced information on the health status of Marche citizens, highlighting the presence of chronic conditions from age 45 years. Persons with high and very high level of complexity showed elevated mortality rates and an increased use of healthcare resources. A visualization dashboard was intended to provide to relevant stakeholders accessible, updated and ready-to-use aggregated information on the health status of citizens and additional insight on the use of the healthcare services and resources by specific groups of citizens.ConclusionThe flexibility of the AMG, together with its ability to support policymakers and clinical sector, could favour its implementation in different scenarios across Europe. A clear strategy for the adoption of HRA tools and related key elements and lessons learnt for a successful transferability at the EU level were defined. HRA strategies should be considered a pillar of healthcare policies and programming to achieve person-centred care and promote the sustainability of the EU healthcare systems.

Child sex trafficking: A model of survivor inclusion and survivor-informed practice

Survivor inclusion is a fundamental component to the success of efforts to combat child sex trafficking. Recognizing, honoring, and leveraging the wisdom that comes from lived experience with adversity, and centering the voices of survivors of sex trafficking, can help to balance power relations and inform more effective interventions. This critical discussion article responds to appeals for meaningful and ethical engagement of survivor leaders in program development, implementation, and evaluation. We propose a trauma-informed, anti-oppressive, empowerment-based model of survivor inclusion and survivor-informed practice grounded in guiding principles and practice strategies derived from lived experience. This work emerged from a unique collaboration between a diverse group of survivor advisors and pediatric health care program specializing in child sex trafficking. It serves as a survivor-led resource for anti-trafficking and child maltreatment organizations across sectors as they move toward building survivor-centered approaches to care for children exposed to sex trafficking.

Protocol: Assessing the outcomes and impact of professional doctorate programmes in health and social care on the individual, their profession, their employing organisation and wider society: A comprehensive systematic review.

This is the protocol for a Campbell systematic review. This review's objectives are to find out (in relation to health and/or social care): (1) What is known about the outcomes and impact of completing (or not completing) a professional doctorate in health and/or social care on the individual professional? (2) What is known about the outcome and impact of completing (or not completing) a professional doctorate in health and/or social care on the employing organisation? (3) What is known about the outcome and impact of completing (or not completing) a professional doctorate in health and/or social care on the profession? (4) What is known about the outcome and impact of completing (or not completing) a professional doctorate in health and/or social care on service users and the wider society? (5) How do we use the findings from this review to inform educators, higher education institutions, professionals, investors in employing organisations and policymakers? (6) What further research will be needed to answer any knowledge gaps or recommendations? (7) Where possible, we will identify and report on any demographic data and discuss their relevance to the impact and outcomes from professional doctorates.

Indirect estimation of the prevalence of type 2 diabetes mellitus in the sub-population of Tehran: using non-laboratory risk-score models in Iran

BackgroundThe prevalence of type 2 diabetes mellitus (T2DM) in the population covered by the Tehran University of Medical Sciences is unclear but crucial for healthcare programs. This study aims to validate four non-laboratory risk-score models, the American Diabetes Association (ADA) Risk Score, Australian Type 2 Diabetes Risk Assessment Tool (AUSDRISK), Finnish Diabetes Risk Score (FINDRISC), and TOPICS Diabetes Screening Score, for identifying undiagnosed diabetes and indirectly estimate the prevalence of T2DM in a subset of the Tehranian population using the selected model.MethodsThis research consisted of two main parts. In the first part, non-laboratory risk-score models to identify undiagnosed T2DM were validated using Iranian data from STEPs 2016 survey. The model performance was evaluated through the Area Under the Curve (AUC) and calibration via the observed-to-expected (O/E) ratio. Additional independent data from STEPs 2011 survey in Iran were utilized to test the model results by comparing indirect prevalence estimates with observed estimates. In the second part, the prevalence of T2DM was estimated indirectly by applying the selected model to a representative random sample from a Tehranian population telephone survey conducted in 2023.ResultsAmong the different models used, AUSDRISK showed the best performance in both discrimination (AUC (95% confidence interval (CI)): 0.80 (0.78, 0.81)) and calibration (O/E ratio = 1.01). After updating the original model, there was no change in the AUC value or calibration. Additionally, our findings indicate that the indirect estimates are nearly identical to the observed values in STEPs 2011 survey. In the second part of the study, by applying the recalibrated model to a subsample, the indirect prevalence of undiagnosed diabetes and T2DM (95% CI) were estimated at 4.18% (3.87, 4.49) and 11.1% (9.34, 13.1), respectively.ConclusionGiven the strong performance of the model, it appears that indirect method can provide a cost-effective and simple approach to assess disease prevalence and intervention effectiveness.Graphical

An evaluation of practice supervisor training for final-year healthcare students.

Practice supervisors are fundamental in the development and upskilling of the future workforce in health care. This article outlines a new initiative for one higher education institution, which integrated practice supervisor training into the curriculum for third-year students across several healthcare programmes. The training consisted of two pre-recorded sessions, which were delivered by the students' personal tutors. A final face-to-face session was then facilitated, where students were supported to consolidate their learning and build on their knowledge. Evaluation data were collected via an anonymous questionnaire. In total, 352 questionnaires were returned. Data were managed and analysed using descriptive statistics within Excel. The qualitative comments received were collated and analysed using simple thematic framework analysis. Most attendees found the content and the delivery of the programme and their opportunity for discussions to be good, very good or excellent, showing overall that content was positively evaluated by 98.4% of attendees, delivery at 97.4% and opportunity for discussion at 97.9%. The evaluation data results show that practice supervisor preparation can be effectively delivered when located in the final year for undergraduate healthcare students. The importance of the content being interactive and allowing for plenty of opportunities for group discussions has been highlighted by the feedback.