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Evaluation of Nurse‐Led Triage in the Emergency Department: A Retrospective Observational Study

ABSTRACT

Aim

To assess the quality of the Spanish Triage System performed by nurses according to the triage code assigned to each patient and to examine factors associated with the need for re-evaluation after completion of triage.

Design

Retrospective longitudinal observational study.

Methods

A retrospective analysis was conducted of patients triaged in the emergency department between 2018 and 2023. Patients triaged by other healthcare professionals and those who did not receive a triage priority level were excluded.

Results

493,211 episodes were analysed. Most were low/intermediate acuity (Level IV 65.4%, Level III 23.9%; Level I 0.1%). Mean time-to-first physician record entry increased as acuity decreased (38 min Level I vs. 81 min Level V), yet recorded time-target compliance was lowest in Levels I–II (23.8% and 14.7%). Re-evaluation occurred more often in high-acuity levels and was independently associated with older age, male sex, lower oxygen saturation and longer emergency department length of stay; compared with Level I, Levels II–III and lower adjusted odds of re-evaluation.

Conclusion

Nurse-led triage demonstrated coherent clinical and operational stratification; however, the lowest recorded time-target compliance in the sickest patients suggests a gap between immediate care and electronic documentation.

Implications for the Profession and/or Patient Care

Streamline documentation workflows for high-acuity cases and use re-evaluation risk profiles to prioritize monitoring and escalation.

Impact

Evidence on nurse-led Spanish Triage System performance and time-documentation quality is limited. Acuity and flow metrics showed expected gradients, but target-time compliance was lowest in Levels I–II; predictors of re-evaluation were also identified. Findings support emergency department nursing, quality improvement and potential benefits for patients attending emergency departments.

Reporting Method

STROBE guidelines.

Patient or Public Contribution

This study did not include patient or public involvement in its design, conduct or reporting.

Targeting Vascular Inflammation In Patients with Community-Acquired Pneumonia (TIN-CAP): protocol for a multicentre, randomised, double-blind, placebo-controlled trial

Por: Stotts · C. · Corrales-Medina · V. F. · deKemp · R. A. · Wells · G. A. · Beanlands · R. · Raggi · P. · Ferrara · G. · Sligl · W. · A Connelly · K. · Paul · N. · Brouwers · M. · Contreras-Dominguez · V. · Yadav · K. · Torres · C. · Tavoosi · A. · Wiefels · C. · Kirpalani · A. · Romsa · J.
Introduction

Inflammation plays a central role in atherosclerosis development and subsequent cardiovascular complications, including heart attack and stroke. Patients with inflammatory conditions such as community-acquired pneumonia (CAP) present with an elevated risk of cardiovascular events, which is likely driven by unresolved systemic inflammation. Targeting this heightened inflammatory burden may present a novel therapeutic strategy to attenuate heart attack risk in CAP survivors. Icosapent ethyl (IPE), an omega-3 fatty acid, demonstrates both pro-resolving and cardioprotective properties. The Targeting Vascular Inflammation In Patients with CAP (TIN-CAP) trial aims to evaluate the efficacy of IPE in mitigating vascular inflammation in CAP survivors.

Methods and analysis

TIN-CAP is a multicentre, randomised, double-blind, placebo-controlled trial. Eligible adults diagnosed with CAP in hospital or the emergency department will complete baseline assessments within 14 days of diagnosis including 18F-fluorodeoxyglucose (FDG) positron emission tomography/CT angiography, bloodwork and quality of life evaluation (EuroQol – 5 Dimensions (EQ-5D)). Participants will then be randomised 1:1 to receive IPE (4 g/day) or placebo for 6 months. Follow-up visits will occur at 30 days (bloodwork and EQ-5D only) and 6 months. The primary endpoint is the change in FDG uptake in the ascending aorta from baseline to 6 months between IPE and placebo groups. Secondary endpoints include FDG uptake in the bone marrow, spleen, lungs and other vasculature, in addition to major adverse cardiac events and quality of life assessments. An initial lead-in cohort of 18 patients will be enrolled to assess recruitment, imaging feasibility and IPE tolerability prior to full trial enrolment. These patients will remain blinded and will be included in the final analysis (Vanguard design).

Ethics and dissemination

The TIN-CAP trial has been approved provincially by the Clinical Trials Ontario Research Ethics Board (approval number: 5045). Participants will provide written informed consent prior to enrolment. Study findings will be disseminated through peer-reviewed publications and conference presentations.

Trial registration number

NCT06710080.

Entre el cuidado y lo descuidado.

La enfermería es una disciplina con un futuro prometedor, pero con bases epistemológicas débiles y con una cientificidad por consolidar en gran medida. A pesar de los avances en su teorización, sigue existiendo una dependencia de otras ciencias, especialmente la medicina, fruto del desequilibrio existente entre la teorización y la práctica enfermera. La distorsión del ejercicio práctico de la profesión en detrimento de una consideración epistemológica produce un abismo difícil de saltar. El artículo destaca el dominio casi absoluto de la investigación cuantitativa sobre la cualitativa, lo que limita una visión más integral del cuidado. Se identifican varias paradojas dentro de la enfermería, como la desconexión entre teoría y práctica, el uso poco riguroso de conceptos filosóficos y la falta de autonomía disciplinaria. Se enfatiza la necesidad de una filosofía propia de la enfermería que permita su consolidación como ciencia independiente, superando su papel subordinado dentro del ámbito de la salud.

El mundo subjetivo de mujeres violentadas por su pareja

Objetivo: Interpretar las experiencias vividas del mundo subjetivo en mujeres violentadas por su pareja. Metodología: Estudio cualitativo en base a la Teoría de la Acción Comunicativa, realizado con 14 mujeres que acudieron al Taller de Relaciones Saludables implementado por la Secretaria de Salud de Aguascalientes. Se aplicó una entrevista semi-estructurada conformada por 7 preguntas sobre el mundo subjetivo. Resultados: Se obtuvieron 20 códigos que permitieron definir el siguiente fenómeno: La aceptación de la violencia como un estilo de vida, sin comprender el por qué permitir el abuso, lo cual origina sentimientos de autodestrucción física, emocional y familiar. Conclusiones: La sociedad ha construido una falsa igualdad cultural entre el hombre y la mujer; sin embargo, la ideología de la unión familiar le ha impedido a la mujer que se empodere y decida su forma de vida, esto lo transmiten a sus familias y éstas a su vez educan de tal forma a las mujeres, para que acepten “la vida que les tocó vivir”.

Rationale and design of the REMECHOQUE multicentre registry protocol: evaluating therapeutic trends in cardiogenic shock

Introduction

Cardiogenic shock (CS) is a complex syndrome characterised by primary cardiac dysfunction. Despite advances in therapeutic options such as mechanical cardiac support, it remains associated with high mortality. Although previous registries have described heterogeneous populations and outcomes across different centres, contemporary real-world data on management practices remain limited. This gap is particularly evident in low- and middle-income countries, where there is no robust registry that clearly defines the current state of CS management. Therefore, a multicentre registry is needed to better characterise current practices and outcomes. Our study aims to gain insight into current therapeutic trends in Mexico, a low- to middle-income country with a significant cardiovascular disease burden.

Methods and analysis

The Mexican Registry of Cardiogenic Shock is a quality initiative that aims to identify therapeutic trends, demographic characteristics and clinical presentations. It also aims to evaluate outcomes, including mortality and cognitive function at in-hospital and 1-year follow-ups, and to identify areas for improvement in the care process across the broad spectrum of CS.

Ethics and dissemination

Ethical approval for this multicentre study was obtained from the local research ethics committees of all participating institutions. The study results will be disseminated to all participating institutions in the form of summary reports and presentations on completion of the analysis.

Three decades of clinical trials in Portuguese-speaking Africa: a comprehensive scoping review protocol

Por: Batista · J. P. B. · Teixeira · M. M. · Torre · C. d. M. · Sepodes · B. · Abecasis · A. · Mota-Filipe · H.
Introduction

Published clinical trials offer valuable insights into the clinical research landscape in Portuguese-speaking African countries (PSAC)—Angola, Cabo Verde, Guinea-Bissau, São Tomé and Príncipe and Mozambique. The objective of this comprehensive scoping review is to systematically map and analyse randomised clinical trials (RCTs) evaluating pharmacological interventions conducted in PSAC from 1995 to 2024, in order to identify research trends, targeted diseases, geographic distribution and evidence gaps to better understand the development and evolution of clinical trials in the region. This is the first comprehensive scoping review to examine the clinical trials landscape in PSAC.

Methods and analysis

This scoping review adheres to the Joanna Briggs Institute methodology for scoping reviews, which builds on the Arksey and O’Malley methodological framework (refined by Levac et al) and will follow the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews guidelines. A dual-search strategy will be used, consulting 4 electronic databases (MEDLINE, EMBASE, African Index Medicus, Cochrane Central Register of Clinical Trials) and 3 clinical trials registries platforms (Clinicaltrials.gov, International Clinical Trials Registry Platform, Pan African Clinical Trials Registry). Eligible studies will include RCTs conducted in at least one of the PSAC. Extracted data will include trial characteristics, targeted diseases, phases and designs, funding and ethical compliance. Risk of bias (RoB) will be assessed using the Cochrane RoB tool V.2.0 to evaluate the quality of the evidence included in the scoping review. Conclusions will be drawn upon the comparison between countries and their scope of clinical research, together with comparison with countries from other geographies, considering disease profiles.

Ethics and dissemination

Ethical approval is not required. Results will be disseminated through a peer-reviewed publication, conference presentation and in plain language in social media, both in Portuguese and in English.

PROSPERO registration number

This protocol is registered in the Open Science Framework https://osf.io/5nhc9.

Household factors influencing cockroach infestations and helminth parasites: Insights from a rural community in Guatemala

by Wendy C. Hernández-Mazariegos, Felipe I. Torres, Manuel Rodríguez, Christian M. Ibáñez, Luis E. Escobar, Federico J. Villatoro

Cockroaches are vectors of pathogens and parasites that pose public health risks, especially in developing countries with poor hygiene and inadequate infrastructure. This study aimed to identify the household factors associated with the occurrence of cockroaches and the helminth parasites they carry in a rural community. Data on household infrastructure, presence of domestic animals, and insect control methods were collected from 70 households in rural Guatemala. Cockroaches were captured using traps and manually. A Generalized Linear Mixed Model revealed that households with concrete roofs had 94% lower abundance of cockroaches than those with metal sheet roofs, while the presence of cats increased cockroach abundance by 2.6 times (p Moniliformis moniliformis, were identified, marking the first report of such parasites in household cockroaches in Guatemala. These results highlight the need for improved housing infrastructure and integrated pest management strategies to mitigate the risks associated with cockroach-borne parasites in vulnerable communities.

Association of influenza viral genetic information with severity markers in patients hospitalised with influenza: multicentre retrospective cohort study

Por: Myint · A. P. · Shirreff · G. · Baillie · V. · Bal · A. · Boutros · C. F. · Burtseva · E. · Coulibaly · D. · Danilenko · D. · Dbaibo · G. · Destras · G. · Dia · N. · Draganescu · A. C. · Giamberardino · H. I. G. · Komissarov · A. B. · Koul · P. A. · Laguna-Torres · V. A. · LeBlanc · J.
Objective

The objective of this study was to determine the association between viral subtype/clade and disease severity.

Design

Multicentre retrospective cohort study.

Setting

This study used data from the Global Influenza Hospital Surveillance Network (GIHSN). The dataset comprised hospitalised influenza patients with viral sequencing data across 14 countries, collected from August 2022 through October 2023.

Participants

A total of 761 hospitalised patients were enrolled during the study period, and 745 patients were included in the analysis. We excluded patients with missing data on explanatory or outcome variables, those infected with viral clades represented by fewer than 11 sequences, and those enrolled at study sites contributing fewer than 5 patients.

Outcome measures

Disease severity was defined by admission to intensive care unit (ICU), receipt of non-invasive oxygen supplementation, 3-variable definition (ICU, mechanical ventilation or death) or 4-variable definition (3-variable plus oxygen supplementation).

Outcomes were analysed in association with subtype or clade using the mixed-effects logistic regression models, adjusting for age group, sex, underlying medical conditions, influenza vaccination status, antiviral use, country income level and epidemic period, while study site was included as a random effect.

Results

745 patients were included: 263 A(H1N1)pdm09, 380 A(H3N2), 102 B/Victoria. A(H1N1)pdm09 infection was associated with increased odds of ICU admission (adjusted ORs (aORs) 2.5, 95% CI 1.1 to 5.8) compared with A(H3N2). 6B.1A.5a.2a.1 clade of A(H1N1)pdm09 was associated with increased severity compared with 6B.1A.5a.2a clade (aOR 3.0, 95% CI 1.0 to 9.5) and (aOR 5.4, 95% CI 1.6 to 18.3) for the 3-variable and 4-variable definitions respectively. Among A(H3N2), the (3C.2a1b.2a.)2b clade showed a trend toward increased severity using the 4-variable definition compared with the 2a.1b clade (aOR 2.9, 95% CI 0.8 to 10.0).

Conclusions

This analysis highlights the differential impact of influenza subtypes and clades on disease severity in hospitalised patients. Future research should investigate the role of specific viral mutations of these clades in modulating immune evasion or disease severity. These findings reinforce the GIHSN’s critical role in global surveillance. Ongoing genomic surveillance is crucial for understanding the clinical impact of emerging influenza variants and informing public health responses.

Clinical and social determinants of cardiovascular risk in a population with chronic noncommunicable diseases in Maicao, La Guajira, Colombia: 2024

by Paula Tatiana Angarita-Melo, Karen Panche-Castellanos, Víctor Zein Rizo-Tello, Ana Yibby Forero-Torres, Alexandra Porras-Ramírez

Aim

To determine the independent association and quantify the magnitude of influence of clinical and social determinants on the ten-year cardiovascular disease risk (estimated using the Framingham scale) in individuals diagnosed with arterial hypertension or type 2 diabetes mellitus in Maicao, La Guajira.

Methods

A cross-sectional analytical study was conducted among 273 adults enrolled in noncommunicable disease programs. Anthropometric, biochemical, and sociodemographic data were collected using standardized instruments. Multivariable logistic regression was used to identify and quantify factors associated with high cardiovascular disease risk (defined as 10% or greater Framingham score).

Results

The prevalence of high ten-year cardiovascular disease risk was 16.9%, being significantly higher in women (23.5%) compared to men (3.3%). The multivariable analysis quantified the influence of the determinants. Key clinical factors associated with the highest magnitude of risk were Type 2 Diabetes Mellitus (Adjusted Odds Ratio: 21.87) and High Blood Pressure (Adjusted Odds Ratio: 16.04). The independent effect of a social determinant, receiving a monthly salary, was also strongly associated with high risk (Adjusted Odds Ratio: 4.62). Conversely, being male and having normal High Density Lipoprotein cholesterol levels were identified as protective factors.

Conclusion

This study quantifies that, in addition to the strong influence of traditional clinical factors (T2DM and HBP), social determinants such as income-related work status exert a significant and independent effect on cardiovascular risk in this vulnerable population. The findings underscore the critical need for integrated public health strategies in Maicao, La Guajira, that not only target metabolic control but also effectively address structural social and gender inequalities to achieve a meaningful reduction in the cardiovascular disease burden.

Influence of Social Determinants of Health on Adherence to Lifestyle Modifications in Individuals With Prediabetes: A Mixed Methods Study

ABSTRACT

Aim

To explore the relationship between social determinants of health and adherence to lifestyle recommendations, and how these determinants can help explain contextual and interpersonal factors contributing to adherence among individuals with prediabetes.

Design

Explanatory sequential mixed methods study integrating a cross-sectional quantitative analysis with an ethnomethodological qualitative approach grounded in critical social paradigm.

Methods

The quantitative phase used data from the intervention arm (n = 86) of the PREDIPHONE trial, a randomised controlled study evaluating the effectiveness of a nurse-led telephone intervention for lifestyle changes in glycaemic control. Adherence was measured using a composite index, analysed as both a continuous and categorical variable. Correlation analysis examined adherence and age. Chi-square and ANOVA tests were used to analyse differences in participant characteristics across adherence quartiles. The qualitative phase included individual semi-structured interviews and a focus group with participants showing high or low adherence. Thematic content and discourse analysis were employed, ensuring validity through triangulation, reflexivity and discourse saturation.

Results

Employment status was identified as a significant factor, with unemployed or retired participants showing better adherence. Although no statistical differences in adherence were found by social class or gender, lower social class participants reported financial barriers to healthy eating and time constraints limiting physical activity (PA). Women reported facing greater challenges due to caregiving responsibilities, whereas men benefited from household support.

Conclusions

Employment status emerged as a determinant of time availability for self-care, alongside social class and gender in adherence to lifestyle modifications. Women, especially those from lower social classes, experienced heightened barriers to adherence, underscoring the need for tailored, gender-sensitive and equity-focused interventions.

Implications

Addressing social determinants is essential for effective lifestyle advice among individuals with prediabetes.

Impact

The study highlights the role of social class and gender in adherence.

Reporting Method

STROBE and COREQ guidelines.

Patient Contribution

Through interviews and focus group.

Barriers and facilitators to performing benign paroxysmal positional vertigo manoeuvres among primary care physicians in Barcelona: a qualitative study

Objective

To explore the barriers and facilitators in adherence to the guidelines in the management of benign paroxysmal positional vertigo from the perspective of primary care physicians.

Design

Qualitative study using focus groups.

Setting

L’Hospitalet del Llobregat (Barcelona), Spain.

Study design

Qualitative study using focus groups. Structured 90 min focus groups were conducted until data saturation was reached. Each session included a moderator and an observer from the research team. Sessions were transcribed and thematically analysed by three independent researchers.

Participants

Purposeful sampling was used to form four groups of 4–10 participants, selected by sex, age, years of experience and primary care team (PCT). Participants were recruited between January and February 2023.

Results

A total of 34 family physicians belonging to four PCTs participated in the study. The main barriers identified were a lack of time, negative initial experiences, a fear of harming patients (especially older adults), difficulty in nystagmus visualisation and challenges in managing patient expectations, as many preferred medication over physical manoeuvres. Facilitators included potential time savings from effective early management, the value of initial practical training with periodic refreshers, access to expert consultants for case discussions and the availability of digital tools, such as tutorials, videos and aids for nystagmus interpretation.

Conclusion

Health systems should invest in protected time for history-taking and physical examination, and in regular, updated training for primary care professionals. This could improve vertigo management and reduce unnecessary investigations and medications, ultimately benefiting both patients and the healthcare system.

Genitourinary syndrome of menopause induced by breast cancer treatments: a randomised clinical trial protocol comparing multimodal pelvic floor physiotherapy and fractional CO2 laser therapy (PILME study)

Introduction

Genitourinary syndrome of menopause (GSM) is a prevalent condition among breast cancer survivors, often exacerbated by oncological treatments. Hormonal therapies are typically contraindicated in this population, necessitating effective non-hormonal interventions.

Methods and analysis

This randomised controlled trial aims to compare the effectiveness and cost-effectiveness of multimodal pelvic floor physiotherapy—comprising pelvic floor muscle training, non-ablative radiofrequency, therapeutic pelvic health education and the use of vaginal moisturisers—versus fractional CO2 laser therapy combined with vaginal moisturisers in alleviating GSM symptoms in breast cancer survivors. Participants will be randomly assigned to one of the two intervention groups. Primary outcomes include measures of sexual function (assessed by the Female Sexual Function Index), subjective pelvic perineal pain intensity (measured with a 100 mm Visual Analogue Scale) and health-related quality of life (assessed by the Functional Assessment of Cancer Therapy-Breast), assessed at baseline, post-intervention and at 3, 6 and 12 months of follow-up. Statistical analyses will be conducted to evaluate the clinical efficacy and cost-effectiveness of the interventions.

Ethics and dissemination

The study protocol has been approved by the Ethics and Health Research Committee of the University of Alcalá (Reference: CEIP/2024/1/012). All participants will provide informed consent prior to inclusion in the study. Findings will be disseminated through peer-reviewed journals and conference presentations, and by engaging with patient associations and survivor groups through tailored materials.

Trial registration number

NCT06721936.

LIVERATION trial: a multicentre European randomised study on radiofrequency margin coagulation and its impact on oncological outcomes after liver surgery - study protocol

Por: Luque Villalobos · E. · Ielpo · B. · Aldrighetti · L. · Anselmo · A. · Beghdadi · N. · Berardi · G. · Briceno · F. · Ciria · R. · Dorcaratto · D. · Durczynski · A. · Ettorre · G. M. · Delvecchio · A. · Ferri · V. · Grat · M. · Garces-Albir · M. · Grochola · L. F. · Hogendorf · P. · Izzo
Introduction

Surgical margins are crucial in determining postoperative local recurrence (LR) in patients with colorectal liver metastasis (CRLM) and hepatocellular carcinoma (HCC). Achieving a margin greater than 1 cm can be challenging due to constraints related to remnant liver reserve, proximity to major vascular structures and tumour depth. We previously published findings from a retrospective study suggesting that additional margin coagulation (AMC) using radiofrequency may reduce LR, and this multicentre randomised clinical trial aims to further assess this hypothesis.

Methods and analysis

The LIVERATION trial is an international, multicentre, single-blind, randomised, parallel-group, controlled clinical trial involving 698 patients undergoing liver resection for CRLM or HCC. Participants will be randomly assigned in a 1:1 ratio to either AMC (study group) or conventional liver resection (control group) to assess oncological outcomes for both CRLM and HCC. The primary outcome is the incidence of LR. Secondary endpoints include overall survival, disease-free survival, cancer-specific survival, surgical complications and quality of life. Follow-ups occur at 30 days, 90 days, and 1, 2 and 3 years postoperatively.

Ethics and dissemination

The LIVERATION trial has been approved by the Ethics Committee at the sponsor site Hospital del Mar de Barcelona, CEIM-PSMAR (Comité de Ética de la Investigación con Medicamentos – Parc de Salut Mar), as well as by the Institutional Ethics Committees in all participating countries. The results of the main trial, along with each of the secondary endpoints, will be submitted for publication in a peer-reviewed journal. The study adheres to national and international guidelines, including the Declaration of Helsinki, and complies with regulations for studies involving biological samples under Law 14/2007 on Biomedical Research. A dissemination strategy has been developed to engage stakeholders and facilitate knowledge transfer to support the use of the findings of the study. LIVERATION is funded by the European Union under the Horizon Europe Framework Programme (Project Number: 101104360).

Trial registration number

NCT05492136.

Evaluating the impact of the Medicaid Balancing Incentive Programme on long-term care utilisation by living arrangement: a quasi-experimental study

Por: Lee · A.-R. · Yang · Y. · Rapp · T. · Torres · J.
Objectives

To evaluate the impact of the Medicaid Balancing Incentive Programme (BIP) on long-term services and supports utilisation among older adults, focusing on differences in living arrangements.

Design

Quasi-experimental study using a generalised difference-in-differences approach.

Setting

States that participated and completed BIP (treatment group: 18 states) and states that were eligible but did not participate (control group: 17 states).

Participants

Older Medicaid beneficiaries from the Health and Retirement Study (2006–2018) across states that participated in BIP and those that did not. A negative control analysis was conducted using non-Medicaid beneficiaries.

Outcomes

We examined the probability of long-term nursing home stays (over 100 days), professional home healthcare and three types of home care services for activities of daily living: paid professional caregiving, paid informal caregiving and unpaid informal caregiving. Analysis was stratified by living arrangement (living alone vs with others).

Results

BIP participation was associated with a 5 percentage point (pp) decrease in long-term nursing home stays among Medicaid beneficiaries living alone (average treatment effect on the treated, ATT=–0.06, 95% CI –0.10 to –0.02; p

Conclusions

BIP contributed to a reduction in institutionalisation for individuals living alone while increasing support for family caregivers in multiperson households. These findings highlight the importance of tailoring long-term care policies to the specific needs of populations based on their living arrangements.

Effectiveness and cost-effectiveness of an online school-based programme to reduce eating disorder risk factors in preadolescents (PRETA): protocol for a cluster-randomised controlled trial

Introduction

Eating disorders are complex mental health conditions characterised by pathological behaviours related to food intake, often accompanied by a chronic obsession with weight control. Their prevalence is increasing, with an earlier onset and greater severity among young people. Universal prevention, through multicomponent strategies that tackle modifiable risk factors, has emerged as a promising tool. This paper reports the study protocol designed to assess the effectiveness and cost-effectiveness of the PRETA (Prevención de los Trastornos de la Alimentación) programme in reducing the risk of eating disorders and related modifiable risk factors among preadolescents in the school setting.

Methods and analysis

The PRETA programme will be assessed by means of an open, community-based, multicentre, controlled trial using 1:1 matched-pairs cluster randomisation at the school level. Schools in Tenerife (Spain) will be assigned to the PRETA programme or a waitlist control group. Participants include 5th- or 6th-grade students (10–13 years old), their parents and teachers. The PRETA programme is a universal, school-based, multicomponent programme designed to reduce eating-disorder risk and modifiable risk factors. Its main component is an interactive online platform called e-PRETA, complemented by training sessions for families and teachers. e-PRETA includes nine 45-minute sessions addressing risk factors, such as dietary habits, beauty standards, media literacy, self-esteem, emotional regulation and social skills. A total of 1068 children from 12 schools will participate. The primary outcome will be the risk of developing eating disorders (Children’s Eating Attitudes Test-26 item version). Secondary outcome measures are body dissatisfaction (Adapted Contour Drawing Rating Scale), eating disorder traits (Eating Disorder Inventory-2), internalisation of appearance ideals (Sociocultural Attitudes Towards Appearance Questionnaire-4) and self-esteem (Rosenberg Self-Esteem Scale). Outcomes will be assessed at baseline and postintervention (3 months). Additional baseline covariates such as electronic device use, parental feeding attitudes, physical activity, sleep duration and screen time will also be collected. Programme effectiveness will be analysed using generalised mixed models. Cost-effectiveness will be assessed by comparing the incremental costs associated with the implementation of the PRETA programme with its estimated effectiveness.

Ethics and dissemination

Ethics approval has been obtained from the Ethics Committee for Research with Medicines at the University Hospital of the Canary Islands (CHUC_2021_78). Written informed consent will be obtained from the parents or legal guardians of all participants. Results will be disseminated through scientific publications and conferences.

Trial registration number

NCT06792981.

Dengue epidemic alert thresholds for surveillance and decision-making in Puerto Rico: development and prospective application of an early warning system using routine surveillance data

Por: Thayer · M. B. · Marzan-Rodriguez · M. · Torres Aponte · J. · Rivera · A. · Rodriguez · D. M. · Madewell · Z. J. · Rysava · K. · Paz-Bailey · G. · Adams · L. E. · Johansson · M. A.
Objectives

The Puerto Rico Department of Health (PRDH) seeks to identify dengue epidemics as early as possible with high specificity.

Design

Development and prospective application of an early warning system for dengue epidemics using routine historical surveillance data. A weekly intercept-only negative binomial regression model was fitted using historical probable and confirmed dengue data. A range of threshold definitions was explored using three model-estimated percentiles of weekly dengue case counts.

Setting

Dengue is endemic in Puerto Rico with irregular occurrence of large epidemics with substantial impact on health burden and health systems. Probable and confirmed dengue data are routinely collected from all hospitals and private clinics.

Participants

A total of 86 282 confirmed or probable dengue virus cases were reported from 1 January 1986 to 30 June 2024, with an annual mean of 2212 cases (median: 1533; range: 40–10 356).

Primary and secondary outcome measures

The model was fitted retrospectively to mimic real-time epidemic detection and assessed based on sensitivity and specificity of epidemic detection.

Results

The 75th percentile threshold aligned best with historical epidemic classifications, balancing false alarms and missed detections. This model provides a robust method for defining thresholds, accounting for skewed data, using all historical data and improving on traditional methods like endemic channels.

Conclusions

In March 2024, PRDH declared a public health emergency due to an early, out-of-season surge in cases that exceeded the epidemic alert threshold developed in this study. This real-time application highlights the value of these thresholds to support dengue epidemic detection and public health response. Integrating thresholds with other tools and strategies can enhance epidemic preparedness and management.

Mapping behavioural interventions to reduce sugar-sweetened beverage (SSB) consumption among US adults: a scoping review protocol

Por: Cruz · J. · Palma · H. · Marshall · C. D. · Castellon-Lopez · Y. · Datta · G. D. · Torres · V.
Introduction

Sugar-sweetened beverages (SSBs) are sugary drinks such as sodas, fruit drinks and sweetened teas and are the leading source of added sugars in the American diet. SSBs are also linked to chronic diseases like type 2 diabetes, cardiovascular disease and certain cancers. Despite their well-known health risks, SSB consumption remains high in the United States of America (USA), with 63% of adults consuming them daily, often exceeding the recommended limit of 50 g of added sugar per day. Though efforts to reduce SSB intake through educational programmes, policy initiatives and taxes exist, further research is needed to assess the effectiveness of interventions to reduce SSB consumption in the USA. Understanding the role of behavioural interventions in lowering SSB consumption among adults is critical to address public health strategies.

Methods and analysis

The proposed scoping review will be conducted in accordance with the Joanna Briggs Institute methodological framework for scoping reviews. An advanced search will be conducted in three electronic databases: PubMed, PsycINFO and Scopus. The reference lists of included studies will also be reviewed to identify additional relevant literature. All identified citations will be compiled in EndNote, and duplicate citations will be eliminated. Identification of studies will occur through the three-step search process: (1) initial screening of studies according to inclusion criteria, (2) eligibility determined through full-text assessment and (3) inclusion of qualified studies meeting the criteria. To be included, studies must report on an existing behavioural intervention to reduce SSB consumption. All studies will undergo screening by two independent reviewers. Any disagreements that arise will be resolved through discussion or with an additional reviewer. A data extraction tool has been developed to extract relevant data from all eligible studies. The extracted data will be presented in a diagrammatic form, alongside a narrative summary, in line with Preferred Reporting Items for Systematic Reviews and Meta-Analysis: extension for Scoping Reviews reporting guidelines.

Ethics and dissemination

Ethics approval was not sought as all data will be collected from published literature. We will present our findings at relevant conferences and submit manuscripts for publication in peer-reviewed journals.

Technostress among healthcare professionals in Spain: a cross-sectional survey on the impact of digital health tools

Por: Ficapal-Cusi · P. · Torrent-Sellens · J. · Yuguero · O.
Objectives

To assess the prevalence of technostress among healthcare professionals (physicians and nurses) in Catalonia, Spain, and examine its association with sociodemographic characteristics and the contextual use of digital health tools.

Design

Cross-sectional survey.

Setting

Healthcare institutions in Catalonia, including hospitals, primary care centres and social healthcare facilities.

Participants

A convenience sample of 587 healthcare professionals (423 physicians and 164 nurses) who responded to an anonymous online questionnaire.

Primary and secondary outcome measures

The primary outcome was the level of technostress, assessed using the Technostress Creators Scale. Secondary outcomes included associations between technostress and sociodemographic factors, workplace context and the characteristics of digital technology usage.

Results

Technostress levels were moderate overall (mean=2.93±0.60; observed range=1.00–4.78; theoretical range=1–5), with no significant differences between physicians and nurses. However, older professionals experienced significantly higher technostress. Key stressors included techno-overload and techno-uncertainty. Familiarity with digital health tools and voluntary usage was associated with lower technostress. Technical difficulties and lack of perceived usability increased stress levels.

Conclusions

Technostress is prevalent among healthcare professionals and particularly affects older staff. As digital health tools become essential in clinical practice, targeted strategies including training and technical support are needed to mitigate stress and promote well-being among healthcare workers.

Protocol for development of a checklist and guideline for transparent reporting of cluster analyses (TRoCA)

Por: Lisik · D. · Shah · S. A. · Basna · R. · Dinh · T. · Browne · R. P. · Andrews · J. L. · Wallace · M. · Ezugwu · A. · Marusic · A. · Tran · D. · Torres-Sospedra · J. · Dam · H.-C. · Fournier-Viger · P. · Hennig · C. · Timmerman · M. · Warrens · M. J. · Ceulemans · E. · Nwaru · B. I. · Herna
Introduction

Cluster analysis, a machine learning-based and data-driven technique for identifying groups in data, has demonstrated its potential in a wide range of contexts. However, critical appraisal and reproducibility are often limited by insufficient reporting, ultimately hampering the interpretation and trust of key stakeholders. The present paper describes the protocol that will guide the development of a reporting guideline and checklist for studies incorporating cluster analyses—Transparent Reporting of Cluster Analyses.

Methods and analysis

Following the recommended steps for developing reporting guidelines outlined by the Enhancing the QUAlity and Transparency Of health Research Network, the work will be divided into six stages. Stage 1: literature review to guide development of initial checklist. Stage 2: drafting of the initial checklist. Stage 3: internal revision of checklist. Stage 4: Delphi study in a global sample of researchers from varying fields (n=) to derive consensus regarding items in the checklist and piloting of the checklist. Stage 5: consensus meeting to consolidate checklist. Stage 6: production of statement paper and explanation and elaboration paper. Stage 7: dissemination via journals, conferences, social media and a dedicated web platform.

Ethics and dissemination

Due to local regulations, the planned study is exempt from the requirement of ethical review. The findings will be disseminated through peer-reviewed publications. The checklist with explanations will also be made available freely on a dedicated web platform (troca-statement.org) and in a repository.

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