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Development of an enhanced scoring system to predict ICU readmission or in-hospital death within 24 hours using routine patient data from two NHS Foundation Trusts

Por: Pimentel · M. A. F. · Johnson · A. · Darbyshire · J. L. · Tarassenko · L. · Clifton · D. A. · Walden · A. · Rechner · I. · Watkinson · P. J. · Young · J. D.
Rationale

Intensive care units (ICUs) admit the most severely ill patients. Once these patients are discharged from the ICU to a step-down ward, they continue to have their vital signs monitored by nursing staff, with Early Warning Score (EWS) systems being used to identify those at risk of deterioration.

Objectives

We report the development and validation of an enhanced continuous scoring system for predicting adverse events, which combines vital signs measured routinely on acute care wards (as used by most EWS systems) with a risk score of a future adverse event calculated on discharge from the ICU.

Design

A modified Delphi process identified candidate variables commonly available in electronic records as the basis for a ‘static’ score of the patient’s condition immediately after discharge from the ICU. L1-regularised logistic regression was used to estimate the in-hospital risk of future adverse event. We then constructed a model of physiological normality using vital sign data from the day of hospital discharge. This is combined with the static score and used continuously to quantify and update the patient’s risk of deterioration throughout their hospital stay.

Setting

Data from two National Health Service Foundation Trusts (UK) were used to develop and (externally) validate the model.

Participants

A total of 12 394 vital sign measurements were acquired from 273 patients after ICU discharge for the development set, and 4831 from 136 patients in the validation cohort.

Results

Outcome validation of our model yielded an area under the receiver operating characteristic curve of 0.724 for predicting ICU readmission or in-hospital death within 24 hours. It showed an improved performance with respect to other competitive risk scoring systems, including the National EWS (0.653).

Conclusions

We showed that a scoring system incorporating data from a patient’s stay in the ICU has better performance than commonly used EWS systems based on vital signs alone.

Trial registration number

ISRCTN32008295.

Solving poverty or tackling healthcare inequalities? Qualitative study exploring local interpretations of national policy on health inequalities under new NHS reforms in England

Por: Alderwick · H. · Hutchings · A. · Mays · N.
Objectives

Major reforms to the organisation of the National Health Service (NHS) in England established 42 integrated care systems (ICSs) to plan and coordinate local services. The changes are based on the idea that cross-sector collaboration is needed to improve health and reduce health inequalities—and similar policy changes are happening elsewhere in the UK and internationally. We explored local interpretations of national policy objectives on reducing health inequalities among senior leaders working in three ICSs.

Design

We carried out qualitative research based on semistructured interviews with NHS, public health, social care and other leaders in three ICSs in England.

Setting and participants

We selected three ICSs with varied characteristics all experiencing high levels of socioeconomic deprivation. We conducted 32 in-depth interviews with senior leaders of NHS, local government and other organisations involved in the ICS’s work on health inequalities. Our interviewees comprised 17 leaders from NHS organisations and 15 leaders from other sectors.

Results

Local interpretations of national policy objectives on health inequalities varied, and local leaders had contrasting—sometimes conflicting—perceptions of the boundaries of ICS action on reducing health inequalities. Translating national objectives into local priorities was often a challenge, and clarity from national policy-makers was frequently perceived as limited or lacking. Across the three ICSs, local leaders worried that objectives on tackling health inequalities were being crowded out by other short-term policy priorities, such as reducing pressures on NHS hospitals. The behaviour of national policy-makers appeared to undermine their stated priorities to reduce health inequalities.

Conclusions

Varied and vague interpretations of NHS policy on health inequalities are not new, but lack of clarity among local health leaders brings major risks—including interventions being poorly targeted or inadvertently widening inequalities. Greater conceptual clarity is likely needed to guide ICS action in future.

The efficacy of mindfulness‐based programs in reducing anxiety among nurses in hospital settings: A systematic review

Abstract

Background

The increasing pressure of their professional duties has led to a notable concern regarding the mounting anxiety levels among nurses. The ongoing discussion revolves around the efficacy of mindfulness as a means to alleviate anxiety in nurses.

Aim

This systematic review evaluated the effectiveness of mindfulness in reducing anxiety among nurses.

Methods

The evaluation followed the guidelines of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses. An extensive and comprehensive search was conducted across eight databases to identify studies that utilized randomized controlled trials (RCTs) and were published in English between 2011 and 2022. Independently, two reviewers assessed the validity of the randomized controlled trials using the Consolidated Standards of Reporting Trials criteria. Additionally, two authors independently employed the Risk of Bias in Non-Randomized Studies of Interventions (ROBINS-2) method to evaluate the potential bias in the RCTs.

Results

Eight randomized controlled trial studies that were deemed eligible were included in the current analysis. Based on the literature review, it was determined that mindfulness-based training can assist nurses in reducing their anxiety levels. Furthermore, the effectiveness of mindfulness-based programs in enhancing nurses' mindfulness and self-compassion has been firmly established.

Conclusions

Based on existing literature, mindfulness-based interventions have proven to be effective in reducing anxiety levels among nurses. However, in order to enhance the overall quality of research, it is necessary to implement more rigorous controlled designs that include randomization. Additionally, larger sample sizes with a diverse range of participants are needed to establish and validate the effectiveness of mindfulness-based programs in alleviating anxiety among nurses.

Linking Evidence to Action

Implementing mindfulness-based training in healthcare organizations can offer numerous benefits. One such advantage is that it can help nurses in reducing anxiety and enhancing their ability to handle the pressures associated with their profession.

Study Registration

PROSPERO Protocol registration ID: CRD42023475157.

Insights on spirituality and bereavement: A systematic review of qualitative studies

Abstract

Aim

To describe a synthesis of the experience related to the spirituality of those living a bereavement journey in primary qualitative studies.

Design

A systematic review of qualitative studies.

Data Source

A systematic review was carried out in March 2019 and was updated in January 2023. Searching was accomplished by an online database, such as CINAHL, MEDLINE, PsycINFO, MedicLatina, LILACS, SciELO and Academic Search Complete. The search strategy did not consider a timeline as an eligibility criterion. The quality of the studies was assessed, and a thematic synthesis was performed in this review.

Methods

A systematic review of qualitative studies was conducted according to Saini and Shlonsky's methodology.

Reporting Method

PRISMA checklist.

Results

The review included 33 articles. Most of the studies were phenomenological and focused on parents' and family experiences of bereavement. Seven significant categories emerged, which match unmet spiritual needs during the grieving process. Two major categories were identified regarding the role of spirituality in bereavement: Spirituality as a process and spirituality as an outcome.

Conclusion

In clinical practice, attention to spirituality and providing spiritual care is critical to guarantee a holistic approach for those experiencing bereavement.

Implications

The findings of our study could foster awareness that healthcare professionals should include the spiritual dimension in their clinical practice to provide holistic care to individuals, enhancing the healing process in bereavement.

No Patient or Public Contribution

This is a systematic review.

Energy drink consumption and sleep parameters in college and university students: a national cross-sectional study

Por: Kaldenbach · S. · Hysing · M. · Strand · T. A. · Sivertsen · B.
Objectives

To investigate the frequency of energy drink (ED) consumption, and the association between ED consumption and selected sleep characteristics and parameters in Norwegian college and university students. We also explored whether these associations varied based on sex.

Design

Cross-sectional.

Setting

Data were gathered from the SHOT2022 study (Students’ Health and Well-being Study), a national survey.

Participants

53 266 students, aged 18–35 years, enrolled in higher education in Norway (2022).

Main outcome measures

Estimated marginal means were computed from general linear models investigating the association between ED consumption and continuous sleep outcomes, while log-link binomial regression analysis was used for dichotomous sleep outcomes of sleep measures. All models were adjusted for age.

Results

Among the participants, 4.7% of men and 3.3% of women reported consuming ED daily. The frequency of ED consumption was inversely associated with sleep duration and sleep efficiency, while a direct association was observed with the frequency of ED consumption and sleep patterns such as sleep onset latency and wake after sleep onset across sexes. The strongest association was found between daily ED consumption and short sleep duration where men had a risk ratio (RR) of 2.07; 95% CI 1.77 to 2.42, and women had a RR of 1.87; 95% CI 1.64 to 2.14.

Conclusion

ED consumption was a strong determinant for negative sleep outcomes. Even small amounts of ED were associated with poorer sleep outcomes, which warrant more attention towards the consequences of consuming ED among college and university students.

Exploring older people's experiences of the interpersonal care relationship between nurses and patients during hospitalization in the pandemic period: A qualitative study

Abstract

Aim

This article presents the findings of a qualitative study focusing on the experiences of people aged over 70 years in the interpersonal nurse–patient care relationship in hospital settings during and after the COVID-19 pandemic. The aim was to analyse different aspects of this relationship, including nurses' behaviour and caring attitudes, the person-centred model of care, patients' involvement in their own care and communication in the hospital context.

Design

An exploratory qualitative study was conducted on the basis of an interpretative framework.

Methods

Six focus groups were conducted. A total of 34 participants were purposively recruited from three nursing homes in Spain, Italy and Portugal. Specific inclusion criteria were used to select participants.

Results

Five main categories were identified. Analysis revealed the importance of empathy and sensitivity in caring relationships, as well as the need for personalized and patient-centred care. The importance of effective communication and recognition of ageist behaviour by professionals was highlighted. In addition, independent of the pandemic, situational factors in the hospital environment were identified that influence the interpersonal care relationship.

Conclusions

The study highlights the need to promote a person-centred model of care that takes into account the specific preferences and needs of older people. This is achieved by identifying elements of the interpersonal nurse–patient relationship. In addition to highlighting the disparity of opinion regarding an active or passive role in self-care and decision making, the importance of addressing ageism and improving communication is emphasized.

What problem did the study address?

The importance of the patient–nurse relationship in hospital care has been highlighted in previous studies. Critical elements of the patient care experience have been identified as empathy and effective communication. Ageism in healthcare has been recognized as a potential barrier to patient-centred care.

What were the key findings?

The main findings highlight the importance of empathy and personalized care, emphasize the importance of effective communication and address ageist behaviours in the nurse–patient relationship.

Where and who will the research impact?

By highlighting the need for person-centred care and improved communication strategies, particularly in the context of caring for older patients during and after the COVID-19 pandemic, this research will have an impact on healthcare professionals, policy makers and carers.

Reporting Method

The COREQ guideline was used.

Patient or public contribution

This study adopted a collaborative approach to ensure that patient perspectives were integrated into the research process. We organized regular focus groups. Patients were actively involved in shaping the research questions, refining the study design and interpreting the emerging findings. Their valuable input helped us to understand the nuances of their experience and to prioritize the aspects that were critical to their well-being. In addition, their insights guided the development of practical recommendations aimed at improving the interpersonal care relationship between nurses and patients in hospital settings, ensuring that their voices were heard and reflected in the proposed interventions. This patient-centred approach fostered a sense of empowerment among the participants. It reinforced the notion that their experiences and opinions are integral to shaping healthcare practice.

Longitudinal study of changes observed in quality of life, psychological state cognition and pulmonary and functional capacity after COVID‐19 infection: A six‐ to seven‐month prospective cohort

Abstract

Aims

To investigate the health-related quality of life (HRQoL), symptoms, psychological and cognitive state and pulmonary and physical function of nonhospitalised COVID-19 patients at long-term, and to identify factors to predict a poor HRQoL in this follow-up.

Background

Studies have focused on persistent symptoms of hospitalised COVID-19 patients in the medium term. Thus, long-term studies of nonhospitalised patients are urgently required.

Design

A longitudinal cohort study.

Methods

In 102 nonhospitalised COVID-19 patients, we collected symptoms at 3 months (baseline) and at 6–7 months (follow-up) from diagnosis (dyspnoea, fatigue/muscle weakness and chest/joint pain), HRQoL, psychological state, cognitive function, pulmonary and physical function. This study adhered to the STROBE statement.

Results

HRQoL was impaired in almost 60% of the sample and remained impaired 6–7 months. At 3 months, more than 60% had impaired physical function (fatigue/muscle weakness and reduced leg and inspiratory muscle strength). About 40%–56% of the sample showed an altered psychological state (post-traumatic stress disorder (PTSD), anxiety/depression), cognitive function impairment and dyspnoea. At 6–7-months, only a slight improvement in dyspnoea and physical and cognitive function was observed, with a very high proportion of the sample (29%–55%) remained impaired. Impaired HRQoL at 6–7 months was predicted with 82.4% accuracy (86.7% sensitivity and 83.3% specificity) by the presence at 3 months of muscle fatigue/muscle weakness (OR = 5.7 (1.8–18.1)), PTSD (OR = 6.0 (1.7–20.7)) and impaired HRQoL (OR = 11.7 (3.7–36.8)).

Conclusion

A high proportion of nonhospitalised patients with COVID-19 experience an impaired HRQoL, cognitive and psychological function at long-term. HRQoL, PTSD and dyspnoea at 3 months can identify the majority of patients with COVID-19 who will have impaired quality of life at long-term.

Relevance to clinical practice

Treatments aimed at improving psychological state and reducing the fatigue/muscle weakness of post-COVID-19 patients could be necessary to prevent the patients’ HRQoL from being impaired at 6–7 months after their reported recovery.

Indices for measurement of sustainable diets: A scoping review

by Rosa Sá de Oliveira Neta, Severina Carla Vieira Cunha Lima, Lorena Lima do Nascimento, Camila Valdejane Silva de Souza, Clélia de Oliveira Lyra, Dirce Maria Lobo Marchioni, Angelo Giuseppe Roncalli da Costa Oliveira

Introduction

The current food system is associated with negative impacts on health, food insecurity and environmental harm. Sustainable diets have attracted increasing interest and novel proposals with a global scope have emerged. This scoping review aims to give an overview of the analysis of all the available evidence related to the sustainable diet indices that have been developed based on the EAT-Lancet Commission.

Methods

Searches were conducted in the PubMed, Embase, Web of Science, Scopus and Science Direct databases. This review was conducted following the PRISMA-ScR guidelines. The target population were studies addressed the use of an index or metric for assessing sustainable diets based on the EAT-Lancet Commission Summary Report were included. PCC acronym was used in the design of the study to describe eligibility criteria: P (Population)—Indexes; C (Concept)—Sustainable diets; C (Context)—Knowledge on the structure and applicability of measurement indices of sustainable diets based on EAT-Lancet recommendations available in the literature. Study eligibility criteria were restricted to papers published in English, from January 2019 through October 2022, with no population restriction.

Results

A total of 1,458 papers were retrieved, 14 of which were included in the review. Seven measures of sustainable diets were identified as follow: EAT-Lancet diet score (ELD-I), New EAT-Lancet diet score (EAT), Planetary Health Diet Index (PHDI), Sustainable Diet Index (SDI), Sustainable-HEalthy-Diet (SHED), novel Nutrient-Based EAT index (NB-EAT) and World Index for Sustainability and Health (WISH). Most studies were conducted in developed countries, where greater adherence to this type of diet was found. Estimated greenhouse gas emissions was the most reported indicator of sustainability, followed by diet quality and the benefits of sustainable diets with regards to health outcomes.

Discussion

We identified barriers that hinder progress towards sustainable diets, including the difficulty of comparing different indices and the tendency to neglect social aspects and the lack of common definitions and metrics. Despite being challenge, we highlight the importance of using indices that assess sustainable diets that harmonize various indicators, as recommended by the EAT-Lancet Commission, in order to promote positive changes towards a more sustainable future.

Cuidados en la Cataluña rural de postguerra. José Quílez, practicante de Almenar

Este trabajo pretende dar a conocer el testimonio del comadrón y practicante José Quílez, que desarrolló su ejercicio profesional en el pueblo de Almenar, con el fin de dar a conocer como se desarrollaba la prestación profesional de cuidados en la Cataluña rural de postguerra. Se desarrolla un estudio cualitativo de investigación histórica que utiliza la entrevista biográfica como recurso enmarcado en el paradigma fenomenológico, utilizando fuentes orales directas que se han triangulado con fuentes escritas propias del entrevistado, bibliográficas, así como documentación del archivo del Colegio Oficial de Enfermeras y Enfermeros de Lleida. Del testimonio destaca un carácter noble forjado por las miserias propias de la España de postguerra, que conllevaron a su emigración por motivos laborales a Cataluña, donde tuvo ocasión de desarrollar un proyecto familiar sólido, así como un fuerte compromiso profesional en la prestación de cuidados, que se manifiesta en el rigor en la aplicación de los protocolos de la época, así como los principios básicos de la ética y privacidad con la que atendía a los pacientes. En este trabajo se refleja el ejercicio profesional sanitario de un funcionario de la administración local en ámbito rural.

COVID-19’s impact on worker stress in human service organizations: The mediating role of inclusion

by Magdalena Calderón-Orellana, Andrés Aparicio, Nicolás López–Huenante

Human service organizations faced extraordinary challenges due to COVID-19. Despite the increasing interest and research in this new scenario, there has been limited discussion about the impact of COVID-19 on workers, the challenges they faced, and the resulting stress. This study aimed to analyze the impact of COVID-19 on work-related stress and the mediating role of inclusion among workers in human service organizations in Chile during the pandemic. The research design was quantitative and involved a sample of 173 workers from civil society organizations who were contacted during the pandemic. The study confirmed that individuals most affected by the pandemic experienced higher levels of work-related stress, and that inclusion played a negative mediating role in this relationship. This article highlights the importance of relationships, decision-making processes, and access to information in reducing stress in post-COVID scenarios for organizations that traditionally handle crises.

Cohort profile: evaluation of immune response and household transmission of SARS-CoV-2 in Costa Rica: the RESPIRA study

Por: Loria · V. · Aparicio · A. · Hildesheim · A. · Cortes · B. · Barrientos · G. · Retana · D. · Sun · K. · Ocampo · R. · Prevots · D. R. · Zuniga · M. · Waterboer · T. · Wong-McClure · R. · Morera · M. · Butt · J. · Binder · M. · Abdelnour · A. · Calderon · A. · Gail · M. H. · Pfeiffer · R. M.
Purpose

The RESPIRA cohort aims to describe the nature, magnitude, time course and efficacy of the immune response to SARS-CoV-2 infection and vaccination, population prevalence, and household transmission of COVID-19.

Participants

From November 2020, we selected age-stratified random samples of COVID-19 cases from Costa Rica confirmed by PCR. For each case, two population-based controls, matched on age, sex and census tract were recruited, supplemented with hospitalised cases and household contacts. Participants were interviewed and blood and saliva collected for antibodies and PCR tests. Participants will be followed for 2 years to assess antibody response and infection incidence.

Findings to date

Recruitment included 3860 individuals: 1150 COVID-19 cases, 1999 population controls and 719 household contacts from 304 index cases. The age and regional distribution of cases was as planned, including four age strata, 30% rural and 70% urban. The control cohort had similar sex, age and regional distribution as the cases according to the study design. Among the 1999 controls recruited, 6.8% reported at enrolment having had COVID-19 and an additional 12.5% had antibodies against SARS-CoV-2. Compliance with visits and specimens has been close to 70% during the first 18 months of follow-up. During the study, national vaccination was implemented and nearly 90% of our cohort participants were vaccinated during follow-up.

Future plans

RESPIRA will enable multiple analyses, including population prevalence of infection, clinical, behavioural, immunological and genetic risk factors for SARS-CoV-2 acquisition and severity, and determinants of household transmission. We are conducting retrospective and prospective assessment of antibody levels, their determinants and their protective efficacy after infection and vaccination, the impact of long-COVID and a series of ancillary studies. Follow-up continues with bimonthly saliva collection for PCR testing and biannual blood collection for immune response analyses. Follow-up will be completed in early 2024.

Trial registration number

NCT04537338.

Rapid detection of <i>Mycobacterium tuberculosis</i> using recombinase polymerase amplification: A pilot study

by Michael Sciaudone, Renzo Carpena, Maritza Calderón, Patricia Sheen, Mirko Zimic, Jorge Coronel, Robert H. Gilman, Natalie M. Bowman

Tuberculosis remains one of the leading causes of death worldwide, especially in low- and middle-income countries. Tuberculosis treatment and control efforts are hindered by the difficulty in making the diagnosis, as currently available diagnostic tests are too slow, too expensive, or not sufficiently sensitive. Recombinase polymerase amplification (RPA) is a novel technique that allows for the amplification of DNA rapidly, at constant temperature, and with minimal expense. We calculated and compared the limit of detection, sensitivity, and specificity of two RPA-based assays for the diagnosis of pulmonary tuberculosis, using two sets of published primers. We also calculated and compared the assays’ limits of detection and compared their performance using two different DNA extraction methods prior to amplification (a commercially available DNA extraction kit vs. the chelex method). The RPA-lateral flow assay had a limit of detection of 5 fg/μL of DNA, a sensitivity of 53.2%, and a specificity of 93.3%, while the real time-RPA assay had a limit of detection of 25 fg/μL of DNA, a sensitivity of 85.1%, and a specificity of 93.3%. There was no difference in assay performance when DNA extraction was carried out using the commercial kit vs. the chelex method. The real-time RPA assay has adequate sensitivity and specificity for the diagnosis of pulmonary tuberculosis and could be a viable diagnostic tool in resource-limited settings, but the lateral flow assay did not perform as well, perhaps due to the fact we used stored sputum specimens from a biorepository. More work is needed to optimize the RPA-lateral flow assay, to get a more accurate estimate of its specificity and sensitivity using prospectively collected specimens, and to develop both assays into point-of-care tests that can be easily deployed in the field.

Characterising the gut microbiome of stranded harbour seals (<i>Phoca vitulina</i>) in rehabilitation

by Ana Rubio-Garcia, Aldert L. Zomer, Ruoshui Guo, John W. A. Rossen, Jan H. van Zeijl, Jaap A. Wagenaar, Roosmarijn E. C. Luiken

Animal rehabilitation centres provide a unique opportunity to study the microbiome of wild animals because subjects will be handled for their treatment and can therefore be sampled longitudinally. However, rehabilitation may have unintended consequences on the animals’ microbiome because of a less varied and suboptimal diet, possible medical treatment and exposure to a different environment and human handlers. Our study describes the gut microbiome of two large seal cohorts, 50 pups (0–30 days old at arrival) and 23 weaners (more than 60 days old at arrival) of stranded harbour seals admitted for rehabilitation at the Sealcentre Pieterburen in the Netherlands, and the effect of rehabilitation on it. Faecal samples were collected from all seals at arrival, two times during rehabilitation and before release. Only seals that did not receive antimicrobial treatment were included in the study. The average time in rehabilitation was 95 days for the pups and 63 days for the weaners. We observed that during rehabilitation, there was an increase in the relative abundance of some of the Campylobacterota spp and Actinobacteriota spp. The alpha diversity of the pups’ microbiome increased significantly during their rehabilitation (p-value

Longitudinal outcome monitoring in patients with chronic gastroduodenal symptoms investigated using the Gastric Alimetry system: study protocol

Por: Varghese · C. · Dachs · N. · Schamberg · G. · McCool · K. · Law · M. · Xu · W. · Calder · S. · Foong · D. · Ho · V. · Daker · C. · Andrews · C. N. · Gharibans · A. A. · O'Grady · G.
Introduction

The Gastric Alimetry platform offers a multimodal assessment of gastric function through body surface gastric mapping (BSGM) and concurrent symptom-tracking via a validated App. We aim to perform a longitudinal cohort study to examine the impact of Gastric Alimetry, and changes in clinical management on patient symptoms, quality of life and psychological health.

Methods and analysis

This is a prospective multicentre longitudinal observational cohort study of participants with chronic gastroduodenal symptoms. Consecutive participants undergoing Gastric Alimetry will be invited to participate. Quality of life will be assessed via EuroQol-5D and the Patient Assessment of Upper Gastrointestinal Disorders-Quality of Life score. Gastrointestinal symptoms will be assessed via the Patient Assessment of Upper Gastrointestinal Symptom Severity index, and the Gastroparesis Cardinal Symptom Index. Psychometrics will be assessed, including anxiety via the General Anxiety Disorder-7, perceived stress using the Perceived Stress Scale 4, and depression via the Patient Health Questionnaire 9. Clinical parameters including diagnoses, investigations and treatments (medication and procedures) will also be captured. Assessments will be made the week after the BSGM test, at 30 days, 90 days, 180 days and 360 days thereafter. The primary outcome is feasibility of longitudinal follow-up of a cohort that have undergone Gastric Alimetry testing; from which patients’ continuum of care can be characterised. Secondary outcomes include changes in patient-reported symptoms, quality of life and psychometrics (anxiety, stress and depression). Inferential causal analyses will be performed at the within patient level to explore causal associations between treatment changes and clinical outcomes. The impact of Gastric Alimetry on clinical management will also be captured.

Ethics and dissemination

The protocol has been approved in Aotearoa New Zealand by the Auckland Health Research Ethics Committee. Results will be submitted for conference presentation and peer-reviewed publication.

Blood cell differential count discretisation modelling to predict survival in adults reporting to the emergency room: a retrospective cohort study

Por: Fumagalli · R. M. · Chiarelli · M. · Cazzaniga · M. · Bonato · C. · D'Angelo · L. · Cavalieri D'Oro · L. · Cerino · M. · Terragni · S. · Lainu · E. · Lorini · C. · Scarazzati · C. · Tazzari · S. E. · Porro · F. · Alde · S. · Burati · M. · Brambilla · W. · Nattino · S. · Locatelli · M. · Va
Objectives

To assess the survival predictivity of baseline blood cell differential count (BCDC), discretised according to two different methods, in adults visiting an emergency room (ER) for illness or trauma over 1 year.

Design

Retrospective cohort study of hospital records.

Setting

Tertiary care public hospital in northern Italy.

Participants

11 052 patients aged >18 years, consecutively admitted to the ER in 1 year, and for whom BCDC collection was indicated by ER medical staff at first presentation.

Primary outcome

Survival was the referral outcome for explorative model development. Automated BCDC analysis at baseline assessed haemoglobin, mean cell volume (MCV), red cell distribution width (RDW), platelet distribution width (PDW), platelet haematocrit (PCT), absolute red blood cells, white blood cells, neutrophils, lymphocytes, monocytes, eosinophils, basophils and platelets. Discretisation cut-offs were defined by benchmark and tailored methods. Benchmark cut-offs were stated based on laboratory reference values (Clinical and Laboratory Standards Institute). Tailored cut-offs for linear, sigmoid-shaped and U-shaped distributed variables were discretised by maximally selected rank statistics and by optimal-equal HR, respectively. Explanatory variables (age, gender, ER admission during SARS-CoV2 surges and in-hospital admission) were analysed using Cox multivariable regression. Receiver operating curves were drawn by summing the Cox-significant variables for each method.

Results

Of 11 052 patients (median age 67 years, IQR 51–81, 48% female), 59% (n=6489) were discharged and 41% (n=4563) were admitted to the hospital. After a 306-day median follow-up (IQR 208–417 days), 9455 (86%) patients were alive and 1597 (14%) deceased. Increased HRs were associated with age >73 years (HR=4.6, 95% CI=4.0 to 5.2), in-hospital admission (HR=2.2, 95% CI=1.9 to 2.4), ER admission during SARS-CoV2 surges (Wave I: HR=1.7, 95% CI=1.5 to 1.9; Wave II: HR=1.2, 95% CI=1.0 to 1.3). Gender, haemoglobin, MCV, RDW, PDW, neutrophils, lymphocytes and eosinophil counts were significant overall. Benchmark-BCDC model included basophils and platelet count (area under the ROC (AUROC) 0.74). Tailored-BCDC model included monocyte counts and PCT (AUROC 0.79).

Conclusions

Baseline discretised BCDC provides meaningful insight regarding ER patients’ survival.

The CLoCk study: A retrospective exploration of loneliness in children and young people during the COVID-19 pandemic, in England

by Kelsey McOwat, Snehal M. Pinto Pereira, Manjula D. Nugawela, Shamez N. Ladhani, Fiona Newlands, Terence Stephenson, Ruth Simmons, Malcolm G. Semple, Terry Segal, Marta Buszewicz, Isobel Heyman, Trudie Chalder, Tamsin Ford, Emma Dalrymple, Consortium , Roz Shafran

Background

During the COVID-19 pandemic children and young people (CYP) were socially restricted during a stage of life crucial to development, potentially putting an already vulnerable population at higher risk of loneliness, social isolation, and poorer wellbeing. The objectives of this study are to conduct an exploratory analysis into loneliness before and during the pandemic, and determine which self-reported factors are associated with loneliness.

Methods and findings

Participants from The Children with Long COVID (CLoCk) national study were invited to take part via an online survey, with a total of 31,017 participants taking part, 31,016 of which reported on their experience of loneliness. Participants retrospectively answered questions on demographics, lifestyle, physical health and mental health and loneliness before the pandemic and at the time of answering the survey. Before the pandemic 6.5% (2,006/31,016) of participants reported experiencing loneliness “Often/Always” and at the time of survey completion 17.4% (5,395/31,016) reported feeling lonelier. There was an association between meeting the research definition of long COVID and loneliness [3.49 OR, 95%CI 3.28–3.72]. CYP who reported feeling lonelier at the time of the survey than before the pandemic were assigned female at birth, older CYP, those from Black/African/Caribbean/Black British or other ethnicity groups, those that had 3–4 siblings and lived in more deprived areas.

Conclusions

We demonstrate associations between multiple factors and experiences of loneliness during the pandemic. There is a need for a multi-faceted integrated approach when developing interventions targeted at loneliness. It is important to follow up the CYP involved at regular intervals to investigate the progression of their experience of loneliness over time.

Promoting REproductive Planning And REadiness in Diabetes (PREPARED) Study protocol: a clinic-randomised controlled trial testing a technology-based strategy to promote preconception care for women with type 2 diabetes

Por: Bailey · S. C. · Pack · A. P. · Wismer · G. · Calderon · N. · Velazquez · E. · Batio · S. · Ekong · A. · Eggleston · A. · Wallia · A. · Wolf · M. S. · Schauer · J. M. · Tenfelde · S. · Liebovitz · D. M. · Grobman · W. A.
Introduction

Women with type 2 diabetes (T2DM) are more likely to experience adverse reproductive outcomes, yet preconception care can significantly reduce these risks. For women with T2DM, preconception care includes reproductive planning and patient education on: (1) the importance of achieving glycaemic control before pregnancy, (2) using effective contraception until pregnancy is desired, (3) discontinuing teratogenic medications if pregnancy could occur, (4) taking folic acid, and (5) managing cardiovascular and other risks. Despite its importance, few women with T2DM receive recommended preconception care.

Methods and analysis

We are conducting a two-arm, clinic-randomised trial at 51 primary care practices in Chicago, Illinois to evaluate a technology-based strategy to ‘hardwire’ preconception care for women of reproductive age with T2DM (the PREPARED (Promoting REproductive Planning And REadiness in Diabetes) strategy) versus usual care. PREPARED leverages electronic health record (EHR) technology before and during primary care visits to: (1) promote medication safety, (2) prompt preconception counselling and reproductive planning, and (3) deliver patient-friendly educational tools to reinforce counselling. Post-visit, text messaging is used to: (4) encourage healthy lifestyle behaviours. English and Spanish-speaking women, aged 18–44 years, with T2DM will be enrolled (N=840; n=420 per arm) and will receive either PREPARED or usual care based on their clinic’s assignment. Data will be collected from patient interviews and the EHR. Outcomes include haemoglobin A1c (primary), reproductive knowledge and self-management behaviours. We will use generalised linear mixed-effects models (GLMMs) to evaluate the impact of PREPARED on these outcomes. GLMMs will include a fixed effect for treatment assignment (PREPARED vs usual care) and random clinic effects.

Ethics and dissemination

This study was approved by the Northwestern University Institutional Review Board (STU00214604). Study results will be published in journals with summaries shared online and with participants upon request.

Trial registration number

ClinicalTrials.gov Registry (NCT04976881).

Repercusiones de la pandemia por el nuevo coronavirus para la salud de los profesionales de enfermería

Objetivo: Analizar las repercusiones de la pandemia por el nuevo coronavirus en la salud de los profesionales de enfermería. Método: Investigación cuantitativa, descriptiva, realizada en un hospital universitario de Salvador, Bahía, Brasil, entre septiembre y octubre de 2020. La recolección de datos se realizó a través de un cuestionario electrónico estructurado, que fue respondido por 209 profesionales de enfermería de la institución. El proyecto fue aprobado por un Comité de Ética en Investigación (nº CAAE 36841720.0.0000.0049). Resultados: La mayoría de los profesionales relató insomnio o dormir menos de lo necesario (62,67%); mostró aumento del deseo de comer (46,89%) o pérdida del apetito (16,75%); tuvo pérdidas en actividades de ocio (97,6%); relataron una disminución en la práctica de actividad física (91,87%); mostró alteraciones en el estado de ánimo (83,75%); reportó algún grado de ansiedad (89,95%); y tenía diagnóstico de covid-19 (28,23%). Conclusión: Los resultados indican las repercusiones que trajo la pandemia para la salud física y mental de los profesionales de enfermería.

Experiencia en la atención al paciente con Covid-19: de las reacciones a lo nuevo a la atención sensible

Objetivo principal: Aprehender las experiencias de los profesionales de enfermería en el cuidado de pacientes con covid-19. Metodología: Investigación cualitativa realizada con 17 profesionales de enfermería en un hospital universitario de Salvador, Bahía, Brasil. La información fue recolectada a través de entrevistas semiestructuradas y analizada con el apoyo del software IRAMUTEQ. Resultados principales: La experiencia de las prácticas fue descrita como difícil, aterradora, complicada, causando miedo, aprensión y estrés. Surgió el énfasis en las medidas de autoprotección y como medio para superar el aislamiento, los profesionales utilizaron estrategias para favorecer la aproximación y la comunicación entre los pacientes y el equipo, evidenciando así un cuidado sensible a las necesidades del otro. Conclusión principal: Las reacciones indican que los profesionales desarrollaron estados emocionales negativos; adaptaron el servicio; y el fortalecimiento del autocuidado mediante la exposición al riesgo de contaminación y utilizaron estrategias de atención permeadas por la sensibilidad.

Facilidades y dificultades de los técnicos de enfermería para realización del electrocardiograma después del entrenamiento en servi-cio

Objetivo: describir las facilidades y dificultades de los técnicos de enfermería para realización del electrocardiograma (ECG) después del entrenamiento en servicio. Métodos: investigación cualitativa, realizada en una unidad cardiovascular de un Hospital Universitario de Salvador - Bahía, Brasil, con 10 técnicos de enfermería. Resultados: el análisis permitió identificar tres categorías: formación como facilitador de la práctica asistencial; uso adecuado de ECG en la rutina de servicio después del entrenamiento; escasez de recursos materiales necesarios para realizar el ECG. Los resultados mostraron que además de los beneficios para los usuarios del servicio, el curso de ECG también puede ofrecer al profesional algunas ventajas, como un mayor conocimiento y un aprendizaje favorecido. Conclusión: las facilidades fueron descritas como ampliación del conocimiento y favoreciendo el aprendizaje de las técnicas correctas para la realización del procedimento, conduciendo a una disminución de errores y el uso adecuado del dispositivo. Las dificultades estaban relacionadas con la escasez de materiales y las precarias condiciones de algunos dispositivos.

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