Prioritization Of Resources Research Articles

Development and Evaluation of a Clinician-Vetted Dementia Caregiver Resources Website: Mixed Methods Approach.

About 11 million Americans are caregivers for the 6.7 million Americans currently living with dementia. They provide over 18 billion hours of unpaid care per year, yet most have no formal dementia education or support. It is extremely difficult for clinicians to keep up with the demand for caregiver education, especially as dementia is neurodegenerative in nature, requiring different information at different stages of the disease process. In this digital age, caregivers often seek dementia information on the internet, but clinicians lack a single, reliable compendium of expert-approved digital resources to provide to dementia caregivers. Our aim was to create a dementia caregiver resources website to serve as a hub for user-friendly, high-quality, and expert-reviewed dementia educational resources that clinicians can easily supply to family caregivers of people with dementia. An interdisciplinary website development team (representing dementia experts from occupational therapy, nursing, social work, geriatrics, and neurology) went through 6 iterative steps of website development to ensure resource selection quality and eligibility rigor. Steps included (1) resource collection, (2) creation of eligibility criteria, (3) resource organization by topic, (4) additional content identification, (5) finalize resource selection, and (6) website testing and launch. Website visits were tracked, and a 20-item survey about website usability and utility was sent to Veterans Affairs tele-geriatrics interdisciplinary specialty care groups. Following website development, the dementia caregiver resource website was launched in February 2022. Over the first 9 months, the site averaged 1100 visits per month. The 3 subcategories with the highest number of visits were "general dementia information," "activities of daily living," and "self-care and support." Most (44/45, 98%) respondents agreed or strongly agreed that the website was easy to navigate, and all respondents agreed or strongly agreed that the resources were useful. The iterative process of creating the dementia caregiver resources website included continuous identification, categorization, and prioritization of resources, followed by clinician feedback on website usability, accessibility, and suggestions for improvement. The website received thousands of visits and positive clinician reviews in its first 9 months. Results demonstrate that an expert-vetted, nationally, and remotely available resource website allows for easy access to dementia education for clinicians to provide for their patients and caregivers. This process of website development can serve as a model for other clinical subspecialty groups seeking to create a comprehensive educational resource for populations who lack easy access to specialty care.

Effects of the COVID-19 pandemic on people experiencing incarceration: a systematic review

ObjectiveTo assess the effect of the COVID-19 pandemic on people experiencing incarceration (PEI), focusing particularly on clinical outcomes compared with the general population.DesignSystematic review with narrative synthesis in accordance with...

Differences in Cesarean Rates for Nulliparous, Term, Singleton, Vertex Births Among Racial and Ethnic Groups and States Before and After Stay-at-Home Orders During the COVID-19 Pandemic, United States, 2017-2021.

Evidence is limited on differences in cesarean rates for nulliparous, term, singleton, vertex (NTSV) births across racial and ethnic groups at the national and state level during the COVID-19 pandemic. We assessed changes in levels and trends of NTSV cesarean rates before and after stay-at-home orders (SAHOs) were implemented in the United States (1) overall, (2) by racial and ethnic groups, and (3) by 50 US states from January 2017 through December 2021. We used birth certificate data from 2017 through 2021, restricted to hospital births, to calculate monthly NTSV cesarean rates for the United States and for racial and ethnic groups and to calculate quarterly NTSV cesarean rates for the 50 states. We used interrupted time-series analysis to measure changes in NTSV cesarean rates before and after implementation of SAHOs (March 1 through May 31, 2020). Of 6 022 552 NTSV hospital births, 1 579 645 (26.2%) were cesarean births. Before implementation of SAHOs, NTSV cesarean rates were declining in the United States overall; were declining among births to non-Hispanic Asian, non-Hispanic Black, Hispanic, and non-Hispanic White women; and were declining in 6 states. During the first month of implementation of SAHOs in May 2020, monthly NTSV rates increased in the United States by 0.55%. Monthly NTSV rates increased by 1.20% among non-Hispanic Black women, 0.90% among Hispanic women, and 0.28% among non-Hispanic White women; quarterly NTSV rates increased in 6 states. In addition to emergency preparedness planning, hospital monitoring, and reporting of NTSV cesarean rates to increase provider awareness, reallocation and prioritization of resources may help to identify potential strains on health care systems during public health emergencies such as the COVID-19 pandemic.

Comparison of eight prehospital early warning scores in life-threatening acute respiratory distress: a prospective, observational, multicentre, ambulance-based, external validation study

A myriad of early warning scores (EWSs) exist, yet there is a need to identify the most clinically valid score to be used in prehospital respiratory assessments to estimate short-term and midterm mortality, intensive-care unit admission, and airway management in life-threatening acute respiratory distress. This is a prospective, observational, multicentre, ambulance-based, external validation study performed in 44 ambulance services and four hospitals across three Spanish provinces (ie, Salamanca, Segovia, and Valladolid). We identified adults (ie, those aged 18 years and older) discharged to the emergency department with suspected acute respiratory distress. The primary outcome was 2-day all-cause in-hospital mortality, for all the patients or according to prehospital respiratory conditions, including dyspnoea, chronic obstructive pulmonary disease (COPD), COVID-19, other infections, and other conditions (asthma exacerbation, haemoptysis, and bronchoaspirations). 30-day mortality, intensive-care unit admission, and invasive and non-invasive mechanical ventilation were secondary outcomes. Eight EWSs, namely, the National Early Warning Score 2, the Modified Rapid Emergency Medicine Score, the Rapid Acute Physiology Score, the Quick Sequential Organ Failure Assessment Score, the CURB-65 Severity Score for Community-Acquired Pneumonia, the BAP-65 Score for Acute Exacerbation of COPD, the Quick COVID-19 Severity Index, and the Modified Sequential Organ Failure Assessment (mSOFA), were explored to determine their predictive validity through calibration, clinical net benefit as determined through decision curve analysis, and discrimination analysis (area under the curve of the receiver operating characteristic [AUROC], compared with Delong's test). Between Jan 1, 2020, and Nov 31, 2022, 902 patients were enrolled. The global 2-day mortality rate was 87 (10%); in proportion to various respiratory conditions, the rates were 35 (40%) for dyspnoea, nine (10%) for COPD, 13 (15%) for COVID-19, 28 (32%) for other infections, and two (2%) for others conditions. mSOFA showed the best calibration, a higher net benefit, and the best discrimination (AUROC 0·911, 95% CI 0·86-0·95) for predicting 2-day mortality, and its discrimination was statistically significantly more accurate (p<0·0001) compared with the other scores. The performance of mSOFA for predicting 2-day mortality was higher than the other scores when considering the prehospital respiratory conditions, and was also higher for the secondary outcomes, except for non-invasive mechanical ventilation. Our results showed that mSOFA outperformed other EWSs. The inclusion of mSOFA in prehospital decision making will entail a quick identification of patients in acute respiratory distress at high risk of deterioration, allowing prioritisation of resources and patient care. Gerencia Regional de Salud, Public Health System of Castilla y León (GRS Spain). For the Spanish translation of the abstract see Supplementary Materials section.

Satellite imagery as a management tool for monitoring water clarity across freshwater ponds on Cape Cod, Massachusetts

Water clarity serves as both an indicator and a regulator of biological function in aquatic systems. Large-scale, consistent water clarity monitoring is needed for informed decision-making. Inland freshwater ponds and lakes across Cape Cod, a 100-km peninsula in Massachusetts, are of particular interest for water clarity monitoring. Secchi disk depth (SDD), a common measure of water clarity, has been measured intermittently for over 200 Cape Cod ponds since 2001. Field-measured SDD data were used to estimate SDD from satellite data, leveraging the NASA/USGS Landsat Program and Copernicus Sentinel-2 mission, spanning 1984 to 2022. Random forest machine learning models were generated to estimate SDD from satellite reflectance data and maximum pond depth. Spearman rank correlations (rs) were “strong” for Landsat 5 and 7 (rs = 0.78 and 0.79), and “very strong” for Landsat 8, 9, and Sentinel-2 (rs = 0.83, 0.86, and 0.80). Mean absolute error also indicated strong predictive capacity, ranging from 0.65 to 1.05 m, while average bias ranged from −0.20 to 0.06 m. Long- and recent short-term changes in satellite-estimated SDD were assessed for 193 ponds, selected based on surface area and the availability of maximum pond depth data. Long-term changes between 1984 and 2022 established a retrospective baseline using the Mann-Kendall test for trend and Theil-Sen slope. Generally, long-term water clarity improved across the Cape; 149 ponds indicated increasing water clarity, and 8 indicated deteriorating water clarity. Recent short-term changes between 2021 and 2022 identified ponds that may benefit from targeted management efforts using the Mann-Whitney U test. Between 2021 and 2022, 96 ponds indicated deteriorations in water clarity, and no ponds improved in water clarity. While the 193 ponds analyzed here constitute only one quarter of Cape Cod ponds, they represent 85% of its freshwater surface area, providing the most spatially and temporally comprehensive assessment of Cape Cod ponds to date. Efforts are focused on Cape Cod, but can be applied to other areas given the availability of local field data. This study defines a framework for monitoring and assessing change in satellite-estimated SDD, which is important for both local and regional management and resource prioritization.

Ethical dilemmas in prioritizing patients for scarce radiotherapy resources

BackgroundRadiotherapy is an essential component of cancer treatment, yet many countries do not have adequate capacity to serve all patients who would benefit from it. Allocation systems are needed to guide patient prioritization for radiotherapy in resource-limited contexts. These systems should be informed by allocation principles deemed relevant to stakeholders. This study explores the ethical dilemmas and views of decision-makers engaged in real-world prioritization of scarce radiotherapy resources at a cancer center in Rwanda in order to identify relevant principles.MethodsSemi-structured interviews were conducted with a purposive sample of 22 oncology clinicians, program leaders, and clinical advisors. Interviews explored the factors considered by decision-makers when prioritizing patients for radiotherapy. The framework method of thematic analysis was used to characterize these factors. Bioethical analysis was then applied to determine their underlying normative principles.ResultsParticipants considered both clinical and non-clinical factors relevant to patient prioritization for radiotherapy. They widely agreed that disease curability should be the primary overarching driver of prioritization, with the goal of saving the most lives. However, they described tension between curability and competing factors including age, palliative benefit, and waiting time. They were divided about the role that non-clinical factors such as social value should play, and agreed that poverty should not be a barrier.ConclusionsMultiple competing principles create tension with the agreed upon overarching goal of maximizing lives saved, including another utilitarian approach of maximizing life-years saved as well as non-utilitarian principles, such as egalitarianism, prioritarianism, and deontology. Clinical guidelines for patient prioritization for radiotherapy can combine multiple principles into a single allocation system to a significant extent. However, conflicting views about the role that social factors should play, and the dynamic nature of resource availability, highlight the need for ongoing work to evaluate and refine priority setting systems based on stakeholder views.

Improving compliance with personal protective equipment among anaesthetists through behaviour-changing interventions during the coronavirus disease 2019(COVID-19) pandemic.

Since 2020, the coronavirus disease 2019 (COVID-19) pandemic has seen many changes in our daily infection prevention behaviours so as to reduce healthcare-associated transmission of COVID-19 in patients and healthcare workers. In the early phases of the COVID-19 pandemic of 2020, there was much emphasis on compliant personal protective equipment utilization in the operating theatres (OTs) for COVID-19-positive patients. However, during this period, there was a lack of international validated protocols on the appropriate handling and subsequent storage of personal protective equipment in the context of aerosol-generating procedures in OTs for asymptomatic antigen rapid test (ART)-negative patients. Given the potential for transmission even with a negative ART due to the incubation period, our team developed a checklist of eye protection (e.g. goggles/face shield) and N95 mask handling and storage in non-isolation OTs for these patients. We sought to improve the compliance of best practices from 20% to 80% amongst junior anaesthetists in Singapore General Hospital so as to prevent infection transmission and cross-contamination in the OT through education and behaviour-changing interventions. This quality improvement project took place over 19 weeks from June to October 2020 by our team of anaesthetists and nurse clinicians in the non-isolation OT setting. To analyse the problem, we performed a root cause analysis to understand attitudes and beliefs driving their behaviour. The top 80% of cited root causes for non-compliance then guided prioritization of resources for subsequent behaviour-changing interventions. Using the comprehensive infection control checklist, we conducted several plan-do-study-act cycles while implementing this new checklist amongst junior anaesthetists. A total of 227 assessments of junior anaesthetists were made in the care of asymptomatic ART-negative patients. Compliance with correctly handling goggles post-intubation started out as 33.3% in Week 1, which improved to 78.5% by Week 19. Compliance with goggle storage and face shield disposal started out at 13.6% in Week 1 and increased to 78.6% by Week 19. We attributed this improvement to education and behaviour-changing interventions. This quality improvement project focusing on improving compliance with personal protective equipment utilization during the COVID-19 pandemic in the management of asymptomatic ART-negative patients in non-isolation OTs demonstrated the importance of interventions of education, persuasion, modelling, and training in effecting and sustaining organizational behaviour change in physicians and other healthcare personnel.

Ghana’s Public Health Act, AI Algorithms and the Vaccine Supply Chain in Ghana

Objective: This analysis explored gaps between Ghana’s Public Health Act’s oversight provisions and on-the-ground implementation realities using an algorithmic accountability lens, assessing the sufficiency of current vaccine supply chain governance to address risks of unfairness and opacity from integrating artificial intelligence systems. Method: A structured CRAC/IRAC framework was utilized integrating legal analysis of statutory duties under the Public Health Act, case law precedents, real-world examples, counterevidence, and multidisciplinary literature to holistically evaluate institutional capabilities and barriers for monitoring AI automation. Results: The research found that while existing law confers broad transparency and equity mandates applicable to algorithmic tools for health officials under Sections 97, 108 and 169, practical challenges surrounding proprietary opacity of commercial AI and gaps in enforceability impede their fulfillment, necessitating updated regulations. Scientific Contribution: This pioneers legal analysis of AI governance in Ghana while transferring analytical concepts like algorithmic fairness into the sociolegal domain, seeding an important emerging field. It provides a template for assessing automation impacts on rights empirically using mixed criteria. Practical Significance: Scrutinizing legal shortcomings and barriers early while AI integration remains nascent aims positively influence application of guidelines protecting patients. It brings material questions of resource prioritization rooted in moral values of justice into sharper relief for key decision-makers shaping digitized futures.

Regulating antimicrobial use within hospitals: A qualitative study

To examine how regulatory structures and processes focused on antimicrobial stewardship and antimicrobial resistance are experienced by hospital managers and clinicians. Forty-two hospital managers and clinicians working within accreditation and antimicrobial stewardship teams in three Australian hospitals participated in individual in-depth interviews. Thematic analysis was performed. Thematic analysis revealed participants' experiences of hospital antimicrobial regulation and their perceptions of what would be required for meaningful antimicrobial optimisation. Theme 1: Experience of regulation of antimicrobials within hospitals: Participants described an increased profile of antimicrobial resistance with inclusion in regulatory requirements, but also the risks of bureaucratic manoeuvring to meet standards rather than governance-inducing systemic changes. Theme 2: Growth of accreditation processes and hospitals over time: Both regulatory requirements and hospitals were described as evolving over time, each manoeuvring in response to each other (e.g. development of short notice accreditation). Theme 3: Perceived requirements for change: Participants perceived a need for top-down buy-in, resource prioritisation, complex understanding of power and influence on clinician behaviour, and a critical need for medical engagement. This study around antimicrobials shows the tension and dynamic relationship between regulatory processes and hospital responses, bringing to light the enduring balance of a system that positions itself to meet regulatory requirements and emerging "demands", without necessarily addressing the key underlying concerns. Antimicrobial resistance-related solutions are perceived as likely to require further resourcing and buy-in across multiple levels, engagement across professional streams and require strategies that consider complex systems change in order for regulatory structures to have potency.

Defining and Risk-Stratifying Immunosuppression (the DESTINIES Study): Protocol for an Electronic Delphi Study.

Globally, there are marked inconsistencies in how immunosuppression is characterized and subdivided into clinical risk groups. This is detrimental to the precision and comparability of disease surveillance efforts-which has negative implications for the care of those who are immunosuppressed and their health outcomes. This was particularly apparent during the COVID-19 pandemic; despite collective motivation to protect these patients, conflicting clinical definitions created international rifts in how those who were immunosuppressed were monitored and managed during this period. We propose that international clinical consensus be built around the conditions that lead to immunosuppression and their gradations of severity concerning COVID-19. Such information can then be formalized into a digital phenotype to enhance disease surveillance and provide much-needed intelligence on risk-prioritizing these patients. We aim to demonstrate how electronic Delphi objectives, methodology, and statistical approaches will help address this lack of consensus internationally and deliver a COVID-19 risk-stratified phenotype for "adult immunosuppression." Leveraging existing evidence for heterogeneous COVID-19 outcomes in adults who are immunosuppressed, this work will recruit over 50 world-leading clinical, research, or policy experts in the area of immunology or clinical risk prioritization. After 2 rounds of clinical consensus building and 1 round of concluding debate, these panelists will confirm the medical conditions that should be classed as immunosuppressed and their differential vulnerability to COVID-19. Consensus statements on the time and dose dependencies of these risks will also be presented. This work will be conducted iteratively, with opportunities for panelists to ask clarifying questions between rounds and provide ongoing feedback to improve questionnaire items. Statistical analysis will focus on levels of agreement between responses. This protocol outlines a robust method for improving consensus on the definition and meaningful subdivision of adult immunosuppression concerning COVID-19. Panelist recruitment took place between April and May of 2024; the target set for over 50 panelists was achieved. The study launched at the end of May and data collection is projected to end in July 2024. This protocol, if fully implemented, will deliver a universally acceptable, clinically relevant, and electronic health record-compatible phenotype for adult immunosuppression. As well as having immediate value for COVID-19 resource prioritization, this exercise and its output hold prospective value for clinical decision-making across all diseases that disproportionately affect those who are immunosuppressed. PRR1-10.2196/56271.

Evaluation of radiological capacity and usage in paediatric TB diagnosis: A mixed-method protocol of a comparative study in Mozambique, South Africa and Spain.

Tuberculosis remains one of the top ten causes of mortality globally. Children accounted for 12% of all TB cases and 18% of all TB deaths in 2022. Paediatric TB is difficult to diagnose with conventional laboratory tests, and chest radiographs remain crucial. However, in low-and middle-income countries with high TB burden, the capacity for radiological diagnosis of paediatric TB is rarely documented and data on the associated radiation exposure limited. A multicentre, mixed-methods study is proposed in three countries, Mozambique, South Africa and Spain. At the national level, official registry databases will be utilised to retrospectively compile an inventory of licensed imaging resources (mainly X-ray and Computed Tomography (CT) scan equipment) for the year 2021. At the selected health facility level, three descriptive cross-sectional standardised surveys will be conducted to assess radiology capacity, radiological imaging diagnostic use for paediatric TB diagnosis, and radiation protection optimization: a site survey, a clinician-targeted survey, and a radiology staff-targeted survey, respectively. At the patient level, potential dose optimisation will be assessed for children under 16 years of age who were diagnosed and treated for TB in selected sites in each country. For this component, a retrospective analysis of dosimetry will be performed on TB and radiology data routinely collected at the respective sites. National inventory data will be presented as the number of units per million people by modality, region and country. Descriptive analyses will be conducted on survey data, including the demographic, clinical and programmatic characteristics of children treated for TB who had imaging examinations (chest X-ray (CXR) and/or CT scan). Dose exposure analysis will be performed by children's age, gender and disease spectrum. As far as we know, this is the first multicentre and multi-national study to compare radiological capacity, radiation protection optimization and practices between high and low TB burden settings in the context of childhood TB management. The planned comparative analyses will inform policy-makers of existing radiological capacity and deficiencies, allowing better resource prioritisation. It will inform clinicians and radiologists on best practices and means to optimise the use of radiological technology in paediatric TB management.

Public Health Nurses’ Experiences in Preventing Obesity in Preschool Children. A Vignette Study From Child Health Clinics in Norway

This study explored the experiences of public health nurses (PHN) in preventing obesity in preschool children and following national guidelines. We used a descriptive qualitative design with an online open-ended questionnaire based on vignettes describing fictitious practical situations during the follow-up of children presenting with overweight issues in child health clinics. Following qualitative content analysis, we identified one main theme: Strong but complex feelings of responsibility toward supporting parents in preventing obesity in preschool children and adhering to the guidelines. We also identified four subthemes: (a) Difficulties in deciding if the child’s weight is a concern. (b) Challenges with meeting children’s healthcare needs when weight is a concern. (c) Approaches for engagement and caring weight talks with parents. (d) The need for resources and interdisciplinary collaboration. PHNs suggested improvements for preventing childhood obesity and called for municipal prioritizing of organizational and personnel-related resources to ensure PHNs can efficiently follow national guidelines.

South African medical rehabilitation services delivery: a mixed method exploring the views of stakeholders on availability, accessibility, quality, affordability, equity, effectiveness, and efficiency.

South Africa has endeavored to provide access to rehabilitation to more people with the greatest needs via its National Rehabilitation Policy. To achieve the aim of the Framework and Strategy for Disability and Rehabilitation Services in South Africa, scientific knowledge on rehabilitation services would be essential to inform implementation, yet little is known in the KwaZulu-Natal (KZN) province. This paper describes South African rehabilitation services delivery focused on availability, accessibility, quality, affordability, equity, effectiveness, and efficiency based on stakeholders´ perspectives in KZN. a mixed method study design was employed to investigate 99 stakeholders' opinions on rehabilitation services in three districts of South Africa´s KZN province (eThekwini, Amajuba and King Cetshwayo) using focus group discussions, interviews, and a survey. The stakeholders included practitioners (physiotherapists, occupational therapists, social workers, psychologists, nutritionists, dietitians, audiologists, speech therapists, and bio kineticist), district rehabilitation managers, provincial rehabilitation managers, and representatives from the provincial office of social development. Whilst quantitative data were analysed using descriptive statistics, thematic analysis was employed for the qualitative data. of the 99 participants, 73 (74%) were female, and ages ranged from 23 to 56 years (median=29 years, IQR=12.5 years). The emerging themes were availability, accessibility, equity, quality, efficacy, and efficiency of rehabilitation. Rehabilitation services were mostly (78%, n = 42) available at the tertiary level in urban areas, and few (45%, n = 42) in rural areas. No private rehabilitation facility was found in any rural setting. Accessibility was generally agreed to be poor (with patients traveling more than 10 kilometers to access services) but with the agreement that transport routes from surrounding areas were safe and reliable for patients to reach their setting (median=2.5, IQR=1.0). This study´s participant's general sentiment on affordability and equity tended to be mixed but skewed towards agreeing that the services were indeed affordable, and provided without any social class biases. Also, the general sentiment of the participants on the quality, effectiveness, and efficiency of rehabilitation services in their settings tended to be positive. rehabilitation at the primary level results in accessible services as they become closer to needy communities. We recommend prioritization of human resources and budgeting for rehabilitation services at the primary level to improve access to people in rural areas.

High Prevalence of Adverse Social Determinants of Health in Dialysis Access Creation Patients in a Safety-Net Setting

Patients receiving dialysis access surgery are often exposed to adverse social determinants of health (SDH) that negatively impact their care. Our goal was to characterize these factors experienced by our arteriovenous dialysis access patients and identify differences in health outcomes based on their SDH. We performed a retrospective cohort study of all patients who underwent dialysis access creation (2017-2021) and were screened for SDH at a clinical visit (using THRIVE survey) implemented at an urban, safety-net hospital institution within one year of access creation. Demographics, procedural details, early postoperative outcomes, survey responses, and referral to our hospital's preventive food pantry were recorded. Univariable analysis and multivariable analyses were performed to assess for associations with key health outcomes. There were 190 patients who responded to the survey within one year of their operation. At least one adverse SDH was identified in 42 (22%) patients. Normalized to number of respondents for each question, adverse SDH identified were difficulty obtaining transportation to medical appointments (18%), food insecurity (16%), difficulty affording utilities (13%), difficulty affording medication (12%), unemployed and seeking employment (9%), unstable housing (7%), difficulty caring for family/friends (6%), and desiring more education (5%). There were 71 (37%) patients who received food pantry referrals. Mean age was 60 years and 38% of patients were female and 64% were Black. More than half of patients (57%) had a tunneled dialysis catheter (TDC) at the time of access creation. Dialysis accesses created were brachiocephalic (39%), brachiobasilic (25%), radiocephalic fistulas (16%), and arteriovenous grafts (14%). Thirty-day emergency department visits, 30-day readmissions, and 90-day mortality occurred in 23%, 21%, and 2%, respectively. On univariable and multivariable analyses, any adverse SDH determined on survey and food pantry referral were not associated with preoperative dialysis through TDCs, receiving non-autogenous dialysis access, 30-day emergency department visits and readmissions, or 90-day mortality. Nearly a quarter of dialysis access surgery patients at a safety-net hospital experienced adverse SDH and more than one-third received a food pantry referral. Most common difficulties experienced include difficulty obtaining transportation to medical appointments, food insecurity, and difficulty paying for utilities and medication. Although there were no differences in postoperative outcomes, the high prevalence of these adverse SDH warrants prioritization of resources in this population to ensure healthy equity and further investigation into their effects on health outcomes.

A Call to Duty; but Duty to Who? -: Voices of Healthcare Providers in Conflict Zones.

Serving as a healthcare worker in a conflict zone is an experience that is characterized by peculiar and unimaginable challenges. This commentary is an exposition on twelve collated stories of healthcare providers currently serving or who have previously served in war. The stories bring to bear the heaviness of emotions such as fear and guilt that the authors grappled with, while concurrently showing that they embody virtues such as altruism, self-sacrifice, courage, and solidarity. In these stories, we see highlighted recurrent ethical themes including the tension between the duty to others and the duty to self, prioritization and allocation of scarce health resources, ethics of research in war, ethics of virtue and the lasting effects of war. This commentary thus explores and heightens our awareness of the interplay between personal morals and the translation of these into ethics of healthcare provision in war. In so doing, the commentary urges us to reflect on ways by which we can engage the discourse pertaining to war and healthcare ethics.

Prediction of areas with high risk of roadkill wildlife applying maximum entropy approach and environmental features: East Antioquia, Colombia

Linear infrastructures such as roads are known to cause adverse effects on the surrounding ecosystems. Wildlife–vehicle collisions (WVC) are considered to be one of the main causes of biodiversity loss. Several studies have demonstrated that WVC occurs on Colombian roads. However, studies have focused on a body count, the most affected species, and places with high mortality rates. We aim to propose a methodology for predicting WVC risk in the east of Antioquia, Colombia employing a machine learning approach to identify road segments with a high risk of WVC. Additionally, we present a novel validation technique for the "MaxEnt" approach. During this investigation, 499 reports were collected through road surveys between 2015 and 2016. We identified 160 road segments with high mortality rates with a 2D Hotspots analysis. 15 environmental descriptors were collected for each road segment. Validation of the predictive capabilities of the algorithm was performed using the area under the Receiver Operating Characteristic curve (AUC-ROC). The model achieved a good predictive ability (AUC>0.77). The response curves evidenced that features like distance to forest, land cover, resistance, and land use increase the probability of WVC, specifically, collision risk was higher in zones with high resistance values, crops, and pastures. This methodology has the potential to become an important tool for the prioritization of resources to mitigate WVC.

Unveiling consumers’ nonlinear evaluation of service performances in online food delivery: a quantitative Kano analysis

PurposeThe study proposes an evaluation model that allows quantitative characterization of the effects of service quality on consumer’s satisfaction for online food delivery (OFD) services in a nonlinear manner. As such, the authors endeavor to bridge the research-to-practice gaps whereby the effect magnitudes and nonlinear patterns of service quality have been overlooked in the current literature.Design/methodology/approach The quantitative Kano method is adopted. A Kano questionnaire was first developed by synthesizing and operationalizing existing evidence on OFD service qualities. The questionnaire solicited consumers’ evaluations of 21 OFD service attributes, and it was distributed to an online panel in Singapore. With 580 valid responses, the functions that quantitatively depict effects of each attribute on consumer’s satisfaction were subsequently derived.Findings The results reveal that among Singaporean consumers, food quality, reliability of delivery, responsiveness of customer support, ease-of-use of digital interfaces and promotions are pivotal attributes contributing to above-average satisfaction improvement across all performance levels. Meanwhile, delivery riders’ attitudes and real-time tracking functions emerge as substantial contributors to satisfaction at high-performance levels.Practical implications The findings provide crucial insights for OFD practitioners in Singapore in resource prioritization and service optimization. This study demonstrated the importance of streamlining customer support services and focusing on the utilitarian aspects of OFD services. Moreover, these results can be employed in advanced service improvement procedures, providing a roadmap for future OFD service enhancements.Originality/value This study pioneers the development of a quantitative quality evaluation model in the OFD context. With the established quantitative Kano model, the study addresses the omission of effect magnitudes and nonlinear patterns of service quality. It highlights the transition from a binary “does it affect satisfaction” to a more nuanced “how much does it affect satisfaction” approach, offering a robust understanding of consumer’s satisfaction dynamics.

Analysis of the epidemiological profile of pediatric burn patients hospitalized in referral centers in the north, center and south of Chile: A multicenter study

IntroductionThe epidemiological profile of burn patients is a useful tool when planning prevention and prioritization of resources. ObjectiveTo describe and analyze differences in the epidemiological profile of hospitalized pediatric burn patients in reference centers throughout the country. Materials and MethodsThis is a retrospective analytical multicenter study conducted in four burn units (one in the IV region, two in the Metropolitan Region, and one in the X region). We reviewed clinical records between January 2019 to December 2021. Variables included: Age, Gender, Etiology, Burned Body Surface Area (BSA), and Severity Index (SI). Incomplete records were excluded. Statistical analysis was performed using Chi-square test and ANOVA with p< 0.05. Results1,081 patients, 48 were from the North, 837 from the central region, and 196 from the South. We observed a decrease in the number of patients over the years. Gender: 56.24 % were male. Age: median of 1 year and a 75th percentile of 4 years. Etiology: 70.9 % were scalds. Scalds were more frequent in the North. In the South, there were more burns by hot objects, while in the central region, there were more electrical burns (p = 0.012). BSA: Median was 5 % (4–7.5 %), the distribution varied, p = 0.0007. SI: Median was 63 (61–68.5), with the North having a higher median. ConclusionsThe epidemiological profile of pediatric burn patients is scald in male infants with a BSA less than 10 %. The main difference between profiles is the etiology. Towards the South, the frequency of scald decreases while hot objects increase. Level of evidencelevel II - 3 of evidence

A Prognostic Model for Critically Ill Children in Locations With Emerging Critical Care Capacity.

To develop a clinical prediction model to risk stratify children admitted to PICUs in locations with limited resources, and compare performance of the model to nine existing pediatric severity scores. Retrospective, single-center, cohort study. PICU of a pediatric hospital in Siem Reap, northern Cambodia. Children between 28 days and 16 years old admitted nonelectively to the PICU. None. Clinical and laboratory data recorded at the time of PICU admission were collected. The primary outcome was death during PICU admission. One thousand five hundred fifty consecutive nonelective PICU admissions were included, of which 97 died (6.3%). Most existing severity scores achieved comparable discrimination (area under the receiver operating characteristic curves [AUCs], 0.71-0.76) but only three scores demonstrated moderate diagnostic utility for triaging admissions into high- and low-risk groups (positive likelihood ratios [PLRs], 2.65-2.97 and negative likelihood ratios [NLRs], 0.40-0.46). The newly derived model outperformed all existing severity scores (AUC, 0.84; 95% CI, 0.80-0.88; p < 0.001). Using one particular threshold, the model classified 13.0% of admissions as high risk, among which probability of mortality was almost ten-fold greater than admissions triaged as low-risk (PLR, 5.75; 95% CI, 4.57-7.23 and NLR, 0.47; 95% CI, 0.37-0.59). Decision curve analyses indicated that the model would be superior to all existing severity scores and could provide utility across the range of clinically plausible decision thresholds. Existing pediatric severity scores have limited potential as risk stratification tools in resource-constrained PICUs. If validated, our prediction model would be a readily implementable mechanism to support triage of critically ill children at admission to PICU and could provide value across a variety of contexts where resource prioritization is important.

The golden rule for prioritisation of treatment for substance use and mental health care – a qualitative study

For many years there has been broad political agreement on prioritising substance use treatment and mental health care in the specialist health service. Between 2014 and 2021, the 'golden rule' applied, meaning that there should be higher relative growth in mental health care and interdisciplinary specialised substance use treatment compared to somatic healthcare services. This study aimed to investigate the understanding among Norwegian health leaders and bureaucrats of the golden rule's role in the prioritisation of resources to the field of substance use and psychiatry in the specialist health service. The study is based on a one-year ethnographic study of priority-setting in Norwegian health trusts and bureaucracy. Documents, observations of meetings and twelve qualitative in-depth interviews were analysed using a qualitative discourse method. The golden rule contributed to an increased investment in substance use treatment and mental health care in the health trusts, according to health leaders. However, the golden rule was only one of many competing and at times conflicting guidelines they had to take into account. Many factors impeded higher growth in substance use treatment and mental health care compared to somatic health care. Several participants argued that it was impossible to follow the golden rule. The inability to achieve the goal was explained by demographic trends, funding arrangements and lack of follow-up of the rule. Healthcare priorities are set in institutions that have to consider numerous political interests and social mandates. The study's findings illustrate the complexity of practical implementation of political priorities.