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Drug-related stigma among people who inject drugs – development and validation of the drug use stigma scale (DUSS)

by Robin A. Pollini, Catherine E. Paquette, Brandon Irvin, Jennifer L. Syvertsen, Christa L. Lilly

Drug use is a highly stigmatized behavior, and drug-related stigma is a key driver of behavioral risk, lower health care utilization, and associated adverse health outcomes among people who inject drugs (PWID). While instruments exist for measuring drug-related stigma, their applicability to community-based PWID across multiple stigma types (enacted, anticipated, internalized) and settings (health care, society, family) is limited, as most were developed using treatment-based samples and all were developed in urban populations. This study sought to develop a Drug Use Stigma Scale (DUSS) that addresses these limitations. We developed an initial list of 39 items based on literature review and qualitative interviews (N = 27) and three focus groups (N = 28) with PWID recruited from syringe services programs and via peer referral in two predominantly rural West Virginia counties. The scale items were administered in a survey to 336 PWID recruited from the same two counties divided into development and validation samples. Responses to the 39-item scale went through a multidimensional refinement process, including examination of internal consistency, Confirmatory Factor Analysis (CFA), and a three-factor CFA based on stigma setting. Next, a set of final measurement CFAs were conducted. Finally, the resulting scale was examined for criterion-related concurrent validation. The final DUSS consisted of 16 items with excellent fit statistics for the development sample: SRMR: 0.03, RMSEA: 0.09, GFI: 0.92, CFI: 0.96, NFI: 0.94. Fit attenuated but remained satisfactory for the validation sample. DUSS scores were significantly associated with increased odds of not seeking healthcare when needed (OR: 1.47, p = 0.001; OR: 1.61, p 

Anti-inflammatory activity of <i>Acanthospermum australe</i>: Insights from network pharmacology, chemical analysis, and <i>in vitro</i> assays

by Andrea Salinas, Christa Burgos, Aaron Rodríguez-Ramos, Alberto Burgos-Edwards, Nelson Alvarenga, Pablo H. Sotelo, Patricia Langjahr

Inflammation plays a crucial role in homeostasis and defense responses; however, exaggerated and chronic inflammation contribute to the development and worsening of various diseases. Acanthospermum australe (Loefl.) Kuntze (A. australe) is a medicinal plant traditionally used to alleviate inflammation. However, the anti-inflammatory activity of this plant has not yet been explored. This study aimed to evaluate the immunomodulatory activity of this species using network pharmacology, UPLC-ESI-MS/MS analysis, and in vitro assays. Network pharmacology analysis revealed the involvement of immune system processes, and among the main targets of A. australe related to inflammation were innate immune responses, toll-like receptors (TLRs), and T cell receptor signaling pathways. A methanolic extract was prepared and analyzed using UPLC-ESI-MS/MS, and 15 compounds were detected. Additionally, the potential targets of A. australe predicted by network pharmacology analysis were validated in vitro using monocytic THP-1 cells and splenocytes. The RT-qPCR analysis indicated that A. australe significantly inhibited the production of pro-inflammatory cytokines IL-1β, IL-6, and TNF-α, as well as chemokine CCL-2, in lipopolysaccharide (LPS)-stimulated cells. Finally, the extract significantly decreased concanavalin A (ConA)-induced T cell proliferation. Overall, our study provides evidence for the anti-inflammatory effects of this species and highlights its mechanisms of action.

Knowledge, attitudes, and barriers to HIV testing among youth in Kumba, Cameroon: A cross-sectional qualitative community-based focus group study

by Frederick Nchang Cho, Marie Clarie Fien Ndim, Diane Zinkeng Tongwa, Christabel Afor Tatah, Franklin Ngwesse Ngome, Eugine Mbuh Nyanjoh, Andrew N Tassang

Background

Human Immunodeficiency Virus (HIV) remains a major public health concern in sub-Saharan Africa. In Cameroon, young people are disproportionately affected but underrepresented in HIV testing statistics.

Objective

To explore knowledge, attitudes, and behaviours related to HIV testing among youth in Kumba, Cameroon, and to identify barriers to inform community-based interventions.

Methods

A cross-sectional qualitative study was conducted using nine focus group discussions (FGDs) with 75 youth (52 females and 23 males) aged 18 - 35 years across four quarters in the Kumba II municipality. Participants were purposively sampled to reflect diverse educational and occupational backgrounds. Data were thematically analysed using Braun and Clarke’s framework with NVivo Version 14.

Results

Participants demonstrated high awareness of HIV testing services (90.7%) and transmission via sexual contact (96.0%), though knowledge gaps remained regarding non-sexual transmission and testing procedures. While 93.3% had previously undergone HIV testing, 57.3% reported stigma and 46.7% raised confidentiality concerns as ongoing barriers. Female participants feared being labelled as promiscuous, while males cited social norms that discourage help-seeking. Most participants supported school-based or youth-centred community testing, emphasising the need for privacy and youth-friendly environments. Key motivators for testing included the desire to know one’s status (82.7%), symptom appearance (28.0%), and unprotected sex (17.3%).

Conclusions

Despite strong awareness and high testing uptake, stigma and confidentiality concerns persist among youth in Kumba. To enhance HIV testing rates, community-based strategies should prioritise mobile clinics, peer outreach, and confidential youth-centred services. Strengthening education about HIV transmission and demystifying the testing process may further reduce barriers.

Using a Socio‐Technical Strategy to Identify the Use and Implications of Generative Artificial Intelligence Tools on Nursing Education and Practice

ABSTRACT

Aim

Use a socio-technical strategy to identify the use and implications of generative artificial intelligence (GenAI) tools on nursing education and practice.

Design

Descriptive qualitative study.

Method

Online interviews with 32 nursing students, faculty and practitioners between February and April 2024. Data were analysed using the Framework Method.

Results

Theme 1 described participants' use of eight GenAI tools across seven use cases. Theme 2 describes the implications of using GenAI tools on nursing education. The subthemes include (2.1) facing a new pedagogical reality, (2.2) negative sentiments on using GenAI tools in nursing education and (2.3) opportunities to improve nursing education with GenAI tools. Theme 3 describes the implications of using GenAI tools on nursing practice. Subthemes include (3.1) embedding in patient care, (3.2) nursing workflow integration and (3.3) organisational support. Theme 4 describes GenAI capacity-building. Subthemes include (4.1) to develop an AI-ready workforce, (4.2) to promote responsible and ethical use and (4.3) to advance the nursing profession.

Conclusion

Although GenAI tools initially disrupted nursing education, it is only a matter of time before they disrupt nursing practice. Nurses across education and practice settings should be trained in the responsible and ethical use of GenAI tools to mitigate risks and maximise benefits.

Implications for the Profession and/or Patient Care

GenAI tools will profoundly impact how nurses of today and tomorrow learn and practice the profession. It is crucial for nurses to actively participate in shaping this technology to minimise risks and maximise benefits to the nursing profession and patient care.

Impact

This study revealed the socio-technical intricacies of using GenAI tools in nursing education and practice. We also present wicked problems that nurses will face when using GenAI tools.

Reporting Method

COREQ.

Patient or Public Contribution

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

Public health assistance for people with haemophilia in Brazil (PATCH study): a cross-sectional study protocol

Por: Roberti · M. d. R. F. · Gea · Y. R. e. A. · Marinho · I. A. · Inacio · P. P. · Camelo · R. M. · de Castro · T. F. · Batista · S. R. R.
Introduction

Haemophilia is a rare inherited bleeding disorder with complex support and costly treatment. Comprehensive care for people with haemophilia (PwH) must take place in structured and continuously evaluated treatment centres. The aim of the Public Assistance for People with Haemophilia in Brazil Project (PATCH Project) is to assess the infrastructure, human resources and healthcare delivery processes of Brazilian Blood Centres (BC) involved in the provision of haemophilia care.

Methods and analysis

This is a nationwide cross-sectional study involving 98 BC across Brazil’s 26 states and the Federal District, focusing on the care provided to PwH. A self-administered structured questionnaire was prepared, based on national and international recommendations for management, treatment and outcomes assessment in PwH. The criteria of the World Federation of Haemophilia and the European Association for Haemophilia and Allied Disorders will be used to define standards of quality.

Ethics and dissemination

Ethical approval for this study was granted by the Human Research Ethics Committee of the Federal University of Goiás, the coordinating centre (protocol CAAE 53863221.8.0000.5078), and subsequently by all participating institutions. Written informed consent is obtained from all participants prior to enrolment. Study findings will be disseminated through publication in peer-reviewed journals and presentation at international scientific conferences. Research data will be managed in accordance with ethical and legal standards and will be made available on reasonable request to support future investigations.

Protocol registration

Not applicable

A Systematic Review of Instruments to Measure Nurses' Well‐Being in the Work Environment

ABSTRACT

Aims

To identify instruments for measuring nurses' well-being at work, evaluate their dimensions, validity, reliability, and determine the most comprehensive of all.

Design

Systematic literature review of measurement properties.

Data Sources

Science Direct, PubMed, ProQuest, EBSCO, Scopus, Sage, and Google Scholar for all periods.

Review Methods

Quantitative research articles that provide information on psychometric testing of instruments for measuring nurses' well-being were analyzed, excluding non-scientific, and non-English sources. The Consensus-based Standards for The Selection of Health Measurement Instrument (COSMIN) was used to identify the risk of bias. Terwee quality criteria were used to assess the quality of the measurement properties. The synthesis process was performed using the Grading of Recommendations Assessment, Development, and Evaluation (GRADE). This study was registered in PROSPERO (CRD42024532860).

Results

A total of 22 articles, covering 17 instruments developed based on different theories and concepts were identified. The number of items ranges from 5–69, with 1–8 dimensions, where the interpersonal relationship is the most widely used dimension. Only a few instruments assess nurses' well-being in particular units. Validity and reliability were tested through various methods, but none met all COSMIN criteria. GRADE analysis revealed that over half of the instruments had low-quality assessment results.

Conclusion

Instruments varied in structure, including the number of items, scales, and dimensions. The low-quality assessment results of most instruments highlight the need for better instrument development and validation, especially for nurses in specific units by considering their respective work culture and climate.

Impact

This study emphasizes the need to develop an instrument to measure nurses' well-being in certain units specifically according to the COSMIN guidelines to improve its validity and reliability. The results of such measurements can help management formulate effective intervention strategies and serve as a basis for further research.

Patient or Public Contribution

No patient or public contribution.

Usability evaluation of the “Teen ‘n Fit” mobile health application: A formative study among Indonesian adolescent girls

by Dwi Sisca Kumala Putri, Kencana Sari, Nur Handayani Utami, Nazarina Nazarina, Tiara Amelia, Nadira Yuthie Salwa, Ning Sulistiyowati, Adindra Vickar Ega, Muhammad Azzumar, Rika Rachmawati, Salimar, Mieska Despitasari, Donny Kristanto Mulyantoro

Background

Mobile Health (mHealth) Applications offer a promising approach to promote the adoption of healthy nutrition and behavior among adolescent girls. A tailored mobile app, Teen ‘n Fit, was developed to support adolescent girls in Indonesia to assess their nutritional status, physical activity, and eating behavior; as a nutrition education media; and as a reminder of iron folic acid consumption. However, it is essential to measure the app’s usability prior to the release.

Objective

This study aimed to measure the usability of a mobile application designed to promote nutrition and healthy behavior of adolescent girls by modifying the mHealth App Usability Questionnaire (MAUQ).

Methods

A cross-sectional usability study was conducted on 64 adolescent girls aged 15–18 from a public high school in Depok, Indonesia. Participants completed app-based tasks and filled out a post-task usability questionnaire. The usability questionnaire was adapted from a validated MAUQ for a standalone mHealth app. The exploratory factor analysis was conducted to determine the items constituting each component in the modified MAUQ. Mann-Whitney analysis was employed to analyze the difference in usability score means based on participants’ characteristics.

Results

The modified MAUQ demonstrated strong reliability (Cronbach’s alpha = 0.945). The app achieves a strong usability score, 6.0 ± 0.8 out of 7, with 79.7 percent of participants reporting no prior mHealth experience. The score among participants who occasionally used mHealth applications was higher (p = 0.046) than those who had never made prior use.

Conclusion

The findings indicate strong usability potential of Teen ‘n Fit as a digital health promotion tool for adolescent girls; however, future efforts in conducting effectiveness tests and maintaining user engagement are needed.

Implementation strategy for an antibiotic stewardship bundle to promote optimal treatment choices in neonates with suspected early-onset sepsis (Protect-Neo): a study protocol for a multicentre, prospective interrupted time series and before-after study

Por: van Veen · L. E. J. · Tramper-Stranders · G. A. · Achten · N. B. · Plötz · F. B. · van Rossum · A. M. C. · Ista · E.
Background

Several antibiotic stewardship interventions have been proven effective and safe for reducing the high number of antibiotic prescriptions in late preterm and term neonates at risk of early-onset sepsis (EOS). For successful translation of EOS interventions to clinical practice, implementation strategies should be employed targeting stakeholders. The primary aim of this study is to assess the impact of implementing an antibiotic stewardship bundle, including the EOS calculator, procalcitonin-guided therapy and intravenous-to-oral switch therapy on antibiotic exposure for EOS in Dutch secondary hospitals. Secondary aims are to examine additional clinical outcomes and implementation outcomes.

Methods and analysis

We will conduct a multicentre, prospective implementation study with interrupted time series and before-after analyses at the paediatric or specialised neonatal departments of 11 Dutch secondary hospitals and their surrounding neonatal care networks. A multimodal implementation strategy, designed using Implementation Mapping, is employed to facilitate implementation. The study population is twofold: (1) neonates born at 34 weeks of gestation or later with suspected EOS that will receive intervention-related care and (2) paediatricians, paediatric residents, neonatal nurses, maternity nurses and parents who are the focus of the implementation strategies. The primary outcome is days of antibiotic therapy per 1000 live-born neonates, which will be evaluated using interrupted time series analysis as well as before-after comparison. Secondary clinical outcomes will be assessed by comparing clinical data from the 12 months pre-implementation and post implementation. Implementation outcomes are adoption, fidelity, feasibility and acceptability of the interventions and fidelity and appropriateness of the implementation strategies. Implementation outcomes will be assessed using both qualitative and quantitative methods, including surveys, individual interviews and focus group interviews. A mixed-methods approach will be used to integrate clinical and implementation outcomes.

Ethics and dissemination

The Medical Ethics Committee United (MEC-U) declared (reference: W24.132) that this study does not fall under the Dutch Medical Research Involving Human Subjects Act (WMO). Subsequently, ethical approval was granted by the Scientific Committee of the Franciscus Hospital (T110). The scientific committees of all participating sites adopted this decision and granted permission for local conduct of the study. As electronic health record data are sampled retrospectively and anonymously, a waiver of consent was given to collect these data. Informed consent will be obtained from participants completing surveys or taking part in interviews and focus group discussions. The findings will be disseminated through journal publications and conference presentations. Furthermore, practice and policy recommendations will be collaboratively developed with partner organisations.

Trial registration number

NCT06845332.

Identification of natural Zika virus peptides presented on the surface of paediatric brain tumour cells by HLA class I

by Matt Sherwood, Ben Nicholas, Alistair Bailey, Thiago Giove Mitsugi, Carolini Kaid, Oswaldo K. Okamoto, Paul Skipp, Rob M. Ewing

Despite decades of research, survival from brain cancer has scarcely improved and is drastically lower than that of other cancers. Novel therapies, such as immunotherapy, hold great promise for treating brain tumours and are desperately needed. Zika virus (ZIKV) infects and kills aggressive cancer cells with stem-like properties (CSCs) from both paediatric and adult brain tumours. Whilst T cell recruitment into ZIKV-infected brain tumours is becoming well documented, the specific mechanisms through which they are activated are poorly understood. We address this by employing a combined global proteome and immunopeptidome mass spectrometry approach to describe, for the first time, human leukocyte antigen (HLA) presentation of ZIKV peptides on the surface of infected brain tumour cells. We first show that antigen processing and presentation by HLA class I (HLA-I) is the top enriched immune response pathway in the global proteome of aggressive paediatric USP7-ATRT brain tumour cells following ZIKV infection. We identify USP7-ATRT cells as a desirable immunopeptidome model as they express the globally common HLA-A allotype (A*02:01). We predict the majority of our 19 identified ZIKV peptides to strongly bind and be presented by HLA-A*02:01. We observe a trend between immunopeptide presentation and cellular ZIKV protein abundance, with nearly half of the peptides arising from the most abundant viral protein; non-structural protein 3 (NS3). We show the ZIKV NS3 helicase domain to be a particularly rich source of peptides. Finally, we verify that the 19 ZIKV peptides identified here are not predicted to mimic peptides of the human proteome. The ZIKV peptides we identify here are novel targets for immunotherapy, and our findings provide potential insight into the efficacious cytotoxic T cell response that oncolytic ZIKV virotherapy can induce against brain tumours.

Impact of touch interventions on brain activity in moderately preterm infants: study protocol for a pilot randomised controlled trial

Por: Manzotti · A. · Cerritelli · F. · Lombardi · E. · Tansini · L. · Pisanu · D. · Di Leo · D. · Vergani · E. · Righini · A. · Arrigoni · F. · Fanos · V. · Rescigno · M. · Veggiotti · P. · Lista · G. · Gazzolo · D.
Introduction

Improving the quality of life for preterm children is a global health priority, given their vulnerability to neurocognitive impairments and adverse health consequences. Lack of posthospital care further exacerbates these risks, necessitating effective interventions during the neonatal period. This protocol for a pilot study aims to investigate the effects of touch interventions, including physiotherapy and osteopathic manipulative treatment, on brain activity in moderately preterm infants using brain functional MRI (fMRI), computerised EEG and metabolomics.

Methods and analysis

A 3-arm randomised sham-controlled trial will be conducted with 15 infants per experimental group. The study will include stable preterm infants born between 32.0 and 33.6 weeks of gestational age who do not require any intensive care treatments.

The study aims to assess the impact of touch interventions on brain activity and metabolic sequelae. Using fMRI will primarily examine the pre-post changes between groups in blood oxygenation level dependent levels among different brain areas, specifically the anterior insula and the medial prefrontal cortex. Secondarily, we will explore the preterm brain’s neural effects on EEG slow delta wave band. Metabolomics will provide data on the effects among the three groups on metabolic changes associated with touch interventions.

Ethics and dissemination

Ethical approval has been obtained from the Ethics Committee of the local health agency in Milan (CET 449-2024). Understanding the effects of touch interventions on brain activity in moderately preterm infants, without needs of intensive care, can contribute to improving their clinical outcomes and promoting their growth, development and social behaviour. Findings from this pilot study will pave the way for future research, enabling the development of evidence-based interventions to enhance preterm infants’ well-being and long-term outcomes.

Trial registration number

NCT05853991.

Barriers and facilitators for reducing low‐value home‐based nursing care: A qualitative exploratory study among homecare professionals

Abstract

Aim

To explore barriers and facilitators for reducing low-value home-based nursing care.

Design

Qualitative exploratory study.

Method

Seven focus group interviews and two individual interviews were conducted with homecare professionals, managers and quality improvement staff members within seven homecare organizations. Data were deductively analysed using the Tailored Implementation for Chronic Diseases checklist.

Results

Barriers perceived by homecare professionals included lack of knowledge and skills, such as using care aids, interactions between healthcare professionals and general practitioners creating expectations among clients. Facilitators perceived included reflecting on provided care together with colleagues, clearly communicating agreements and expectations towards clients. Additionally, clients' and relatives' behaviour could potentially hinder reduction. In contrast, clients' motivation to be independent and involving relatives can promote reduction. Lastly, non-reimbursement and additional costs of care aids were perceived as barriers. Support from organization and management for the reduction of care was considered as facilitator.

Conclusion

Understanding barriers and facilitators experienced by homecare professionals in reducing low-value home-based nursing care is crucial. Enhancing knowledge and skills, fostering cross-professional collaboration, involving relatives and motivating clients' self-care can facilitate reduction of low-value home-based nursing care.

Implications for profession and patient care: De-implementing low-value home-based nursing care offers opportunities for more appropriate care and inclusion of clients on waitlists.

Impact

Addressing barriers with tailored strategies can successfully de-implement low-value home-based nursing care.

Reporting Method

The Consolidated Criteria for Reporting Qualitative Research checklist was used.

No patient or public contribution.

Pain in social context: a systematic review protocol

Introduction

Pain is an experience that is socially conditioned, like all human experiences. The scientific study of pain from a biopsychosocial perspective involves considering its complexity and multidimensionality. This means accounting for the anatomical and physiological elements of pain, as well as the psychological, social and cultural elements of pain. Despite the increasing acknowledgement of the biopsychosocial model, pain research still lacks standardised criteria for evaluating its social dimension. Moreover, the integration of social variables into empirical studies remains limited and fragmented. The aim of this review protocol is to analyse whether and how pain studies account for the social dimension, understood as the cultural, relational and contextual factors that shape the perception and experience of pain.

Methods and analysis

A systematic review will be conducted by consulting five international databases: PubMed, Web of Science Core Collection, Scielo Citation Index, Scopus and CINAHL Complete. The review will include empirical or theoretical studies on pain that consider its social dimension, are written in Spanish or English, are applied to human beings and align with the review’s objectives. The studies will then be exported to the Zotero bibliographic manager for further processing. The selection of studies will be carried out in two phases. The initial stage of the review process will involve a title and abstract analysis of the identified studies, followed by a full-text review. Data will be extracted using a bespoke tool created for this research. The quality of the studies will be assessed using a tool developed by our research group. Data synthesis will be carried out through descriptive and narrative analyses.

Ethics and dissemination

This systematic review protocol did not require ethical approval; however, the project in which it is framed has been approved by the CSIC Ethics Committee (271/2023). These findings will be disseminated by publication in high-impact, peer-reviewed journals and by presentation at relevant scientific conferences and academic congresses. The results will provide an overview of the integration of the social dimension of pain into the scientific literature, thereby contributing to the advancement of the field and informing future research, interventions and public policy.

PROSPERO registration number

CRD42024601863.

Nurses' Self‐Reported Practices and Prescribers' Expectations in Intravenous Fluid Therapy for Hospitalised Patients: A Survey Study and Clinical Documentation Review

ABSTRACT

Aims

To assess self-reported practices and knowledge of nurses and prescribers (i.e., physicians and nurse practitioners) on intravenous fluid therapy, and to evaluate how this is documented through a clinical documentation review.

Design

Multicentre cross-sectional study, between April 2022 and July 2022, across 13 wards from four Dutch hospitals.

Methods

A survey study was conducted to assess self-reported practices related to intravenous fluid therapy. A 12-item questionnaire evaluated knowledge. To gain insights into documentation practices, a retrospective chart review was performed. Data analysis involved descriptive statistics, with group differences analysed using the chi-squared test or Fisher's exact test, as appropriate.

Results

Three hundred and four healthcare professionals completed the questionnaire (92% nurses). The majority of prescribers (n = 20/25; 80%) expected that nurses would start, stop or change intravenous fluid therapy. Overall, the median number of correct answers to knowledge questions was eight (IQR 7–9, range 0–12); four participants (1%) answered all knowledge questions correctly. Knowledge about the composition of sodium chloride 0.9% solution was limited. Analysis of patient charts revealed that 54% (196/362) received intravenous fluids, most commonly 0.9% sodium chloride infusion (168/195; 86%), although the indication was described in 3% (6/196). Thirty-one percent (61/196) of patients received intravenous fluids to keep the vein open (< 30 mL/h).

Conclusion

The study identified shared responsibility, a knowledge gap, and limited documentation concerning intravenous fluids. Prescribers expect nurses to adjust intravenous fluids without consulting a prescriber, which aligns with what nurses do, although they are not legally authorised. Given the limited documentation of the indication for intravenous fluids, it is plausible that several patients received intravenous fluids unnecessarily.

Implications

The perceived shared responsibility presents an opportunity to develop a protocol engaging both prescribers and nurses, aiming to guide more targeted infusion therapy.

Impact

Reducing unnecessary infusions to keep-the-vein-open can help eliminate low-value care.

Reporting Method

CROSS guideline.

Patient or Public Contribution

No patient or public contribution.

Prediction of treatment outcome in patients receiving internet-delivered cognitive behavioural therapy for depressive and anxiety symptoms: a machine learning analysis of data from a healthcare-embedded longitudinal study

Por: Roemmel · N. · Bahmane · S. · Hadjistavropoulos · H. D. · Nugent · M. · Lieb · R. · Meinlschmidt · G.
Background

Digital therapeutics (DTx) show promise in bridging mental healthcare gaps. However, treatment selection often relies on availability and trial-and-error, prolonging suffering and increasing costs. Personalised prediction models could help identify individuals benefiting most from specific DTx.

Objective

The aim of this secondary analysis was to establish a machine learning-based prediction model for positive treatment outcomes in patients with depressive or anxiety symptoms after 8 weeks of internet-delivered cognitive behavioural therapy (iCBT).

Methods

We analysed a large real-world dataset of patients from the online therapy unit iCBT programme in Saskatchewan, Canada (2013–2021). Clinically significant changes in depressive symptoms or anxiety were measured using the Patient Health Questionnaire-9 (PHQ-9) and the Generalised Anxiety Disorder-7 (GAD-7). We trained six prediction models using sociodemographic and mental health-related factors at baseline, compared model performances and calculated Shapley values for feature importance.

Findings

Data from 4175 patients using 34 features for prediction, identified by least absolute shrinkage and selection operator regression, showed the Gradient Boosted Model (gbm) and logistic regression (log) performed best, with balanced accuracies of 0.76, 95% CI (0.70 to 0.83) and 0.70, 95% CI (0.63 to 0.77). Shapley values indicated GAD-7 scores at baseline as the most important predictor of clinically significant improvement, along with mental health history and sociodemographic variables.

Conclusions

The gbm and log models achieved comparable accuracy in predicting clinically significant improvement after iCBT, supporting the use of simpler, interpretable methods in clinical practice.

Clinical implications

These findings could help improve mental health treatment selection, iCBT assignment, enhance effectiveness and optimise treatment for patients.

Trial registration number

NCT05758285.

História da institucionalização do cuidado de enfermagem em psiquiatria em uma cidade do nordeste do Brasil

A assistência psiquiátrica brasileira começou nas Santas Casas de Misericórdia até o surgimento dos hospitais psiquiátricos. Os objetivos deste estudo foram identificar vestígios do cuidado de enfermagem em psiquiatria nas primeiras instituições criadas no estado do Piauí, região Nordeste do Brasil e analisar suas relações com a institucionalização deste grupo na primeira metade do
século XX. Trata-se de um estudo qualitativo, histórico social, com dados publicados na mídia jornalística, coletados em arquivos públicos brasileiros. A análise, sob o referencial teórico foucaultiano, seguiu a metodologia de triangulação das fontes e interpretação de dados. Resultados: duas instituições iniciaram a assistência psiquiátrica no estado: o Asylo de Alienados, instituição pública criada em 1907, e o Sanatório Meduna, instituição privada inaugurada em 1954. Apesar do intervalo de 47 anos entre tais instituições, ambas instituíram o modelo manicomial, cuja prática assistencial incluía longos períodos de internação e tratamento disciplinar. Tal modelo abriu o mercado de trabalho para a enfermagem em psiquiatria, que se constituiu inicialmente de pessoas sem preparo formal, devido a inexistência de cursos de enfermagem no estado. Conclusão: o cuidado de enfermagem em psiquiatria foi institucionalizado no
Piauí/Brasil de acordo com a psiquiatria tradicional e a ausência de um saber próprio da enfermagem a colocou em condições de submissão ao poder médico, com poucos avanços na primeira metade do século XX.

Experiences of F@ce 2.0: a person-centred intervention for home-based rehabilitation after stroke supported by digital technology -- a qualitative study

Por: Söderhielm · K. · Tistad · M. · Ytterberg · C. · Guidetti · S.

Digital interventions may be a way of increasing access to rehabilitation after stroke, but there is limited knowledge on how they are perceived by stroke survivors. F@ce 2.0 is a home-based person-centred intervention for stroke rehabilitation that focuses on daily activities and participation in everyday life. The intervention spans over 8 weeks and uses Short-Message-Services (SMSs) to support goal achievement.

Objectives

The aim of this study was to explore and describe experiences of rehabilitation with F@ce 2.0 from the perspective of people with stroke.

Design

Qualitative inquiry was based on individual interviews at two time points, post-intervention and 6 months post-inclusion. Data were analysed using reflexive thematic analysis.

Setting

Home-based stroke rehabilitation in Sweden.

Participants

Twelve stroke survivors with mild to moderate stroke.

Results

Three themes and seven sub-themes were constructed. The main themes were ‘Setting personally relevant goals requires a trusting relationship’,‘ SMSs as a tool for person-centred rehabilitation’ and ‘Collaboration with the team is essential for resuming daily activities after stroke’.

Conclusion

Supporting goal achievement through SMS messages may increase motivation and awareness in stroke rehabilitation. The results, however, illustrate the importance of personal meetings in rehabilitation, both for setting relevant goals and for identifying goal achievement strategies.

Trial registration number

ClinicalTrials.gov NCT04351178; https://clinicaltrials.gov/study/NCT04351178.

Interventions in the Sexuality of Men With Stomas: A Scoping Review

ABSTRACT

Aims

To map interventions in the sexuality of men with stomas.

Design

Scoping review, following JBI and PRISMA-ScR guidelines to report results.

Methods

Databases consulted were PubMed, via National Library of Medicine, Latin American and Caribbean Health Sciences Literature, Web of Science, Scopus, Embase, Scientific Electronic Library Online, Brazilian Electronic Library of Thesis and Dissertations, CAPES Catalogue of Thesis and Dissertations and Open Access Scientific Repository of Portugal. Texts were read by independent reviewers, with no time or language restrictions.

Results

The final sample included 10 studies. Data were synthesised and grouped for its similarity to approach models, preoperative orientations, self-care promotion, collecting pouch hygiene and safety, sexual health discussion and education, construction of bonds and sexual function evaluation.

Conclusion

Interventions in the sexuality of men with stomas included adherence to models for approaching sexuality, focusing on the permission and coparticipation of the patient, open conversations on the topic, self-care promotion, collecting pouch hygiene and safety, encouragement to the creation of bonds, sexual function evaluation in pre- and postoperative periods and individual and/or collective sexual health education.

Implications for the Profession and/or Patient Care

This study contributes to the sexuality of men with stomas. It identified recommendations to approach and conduct the topic at hand, addressing the rehabilitation process since the surgery to place the stoma is considered.

Impact (Addressing)

This study addressed scientific literature on the sexuality of men with stomas. Most were from Europe and results demonstrated a gap in knowledge. This research will impact the stoma therapy research, affecting teams involved in the care to men with stomas, encouraging reflections on the sexuality of these patients.

Reporting Method

This study complies with the PRISMA-ScR.

Patient or Public Contribution

There was no patient or public contribution.

Protocol Registration

The protocol of this scoping review was registered in the Open Science Framework, registered under DOI 10.17605/OSF.IO/X9DSC. It can be accessed through the following link: https://osf.io/x9dsc/?view_only=a9c62ef6c11f44499f7b2bfe1fe379f9.

Camino recorrido desde el momento de la sospecha hasta la mastectomía

Introducción: El cáncer de mama es un problema de salud pública mundial. En Colombia este cáncer aporta 7,000 casos nuevos anuales. Objetivo: Develar las vivencias de mujeres con cáncer de mama mastectomizadas sin cirugía reconstructiva, desde la identificación del signo de alerta en el seno hasta el postquirúrgico de la mastectomía. Materiales y Métodos: Investigación cualitativa, diseño fenomenológico interpretativo; muestra 14 mujeres, mayores de edad, sin déficit cognitivo, mastectomizadas por cáncer de mama, sin cirugía reconstructiva. El tamaño de muestra se definió por saturación de datos. La información se obtuvo a través de entrevistas en profundidad. Resultados: Participaron 14 mujeres, se identificaron dos temas: Encuentro con la alteración, Cirugía de mama: Entre la pérdida y el renacimiento. Conclusión: La incertidumbre y la esperanza fueron compañeras de camino desde que surgió la posibilidad de tener cáncer de mama. La decisión de vencer la enfermedad, de no dejarse derrotar, fueron elementos trascendentales en el proceso.

A Scoping Review of Studies Using Artificial Intelligence Identifying Optimal Practice Patterns for Inpatients With Type 2 Diabetes That Lead to Positive Healthcare Outcomes

imageThe objective of this scoping review was to survey the literature on the use of AI/ML applications in analyzing inpatient EHR data to identify bundles of care (groupings of interventions). If evidence suggested AI/ML models could determine bundles, the review aimed to explore whether implementing these interventions as bundles reduced practice pattern variance and positively impacted patient care outcomes for inpatients with T2DM. Six databases were searched for articles published from January 1, 2000, to January 1, 2024. Nine studies met criteria and were summarized by aims, outcome measures, clinical or practice implications, AI/ML model types, study variables, and AI/ML model outcomes. A variety of AI/ML models were used. Multiple data sources were leveraged to train the models, resulting in varying impacts on practice patterns and outcomes. Studies included aims across 4 thematic areas to address: therapeutic patterns of care, analysis of treatment pathways and their constraints, dashboard development for clinical decision support, and medication optimization and prescription pattern mining. Multiple disparate data sources (i.e., prescription payment data) were leveraged outside of those traditionally available within EHR databases. Notably missing was the use of holistic multidisciplinary data (i.e., nursing and ancillary) to train AI/ML models. AI/ML can assist in identifying the appropriateness of specific interventions to manage diabetic care and support adherence to efficacious treatment pathways if the appropriate data are incorporated into AI/ML design. Additional data sources beyond the EHR are needed to provide more complete data to develop AI/ML models that effectively discern meaningful clinical patterns. Further study is needed to better address nursing care using AI/ML to support effective inpatient diabetes management.

Nurses' experiences of competence in lifestyle counselling with adult patients in healthcare settings: A qualitative systematic literature review

Abstract

Aims and Objectives

To identify and synthesise nurses' experiences of competence in lifestyle counselling with adult patients in healthcare settings.

Background

Modifiable lifestyle risk behaviours contribute to an increased prevalence of chronic diseases worldwide. Lifestyle counselling is part of nurses' role which enables them to make a significant contribution to patients' long-term health in various healthcare contexts, but requires particular competence.

Design

Qualitative systematic literature review and meta-aggregation.

Method

The review was guided by Joanna Briggs Institute's methodology for conducting synthesis of qualitative studies. PRISMA-checklist guided the review process. Relevant original studies were search from databases (CINAHL, PubMed, Scopus, Medic and Psych Articles, Ebscho Open Dissertations and Web of Science). After researcher consensus was reached and quality of the studies evaluated, 20 studies were subjected to meta-aggregation.

Results

From 20 studies meeting the inclusion criteria, 75 findings were extracted and categorised into 13 groups based on their meaning, resulting in the identification of 5 synthesised findings for competence description: Supporting healthy lifestyle adherence, creating interactive and patient-centred counselling situations, acquiring competence through clinical experience and continuous self-improvement, collaborating with other professionals and patients, planning lifestyle counselling and managing work across various stages of the patient's disease care path.

Conclusion

The review provides an evidence base that can be used to support nurses' competence in lifestyle counselling when working with adult patients in healthcare settings. Lifestyle counselling competence is a complex and rather abstract phenomenon. The review identified, analysed and synthesised the evidence derived from nurses' experience which shows that lifestyle counselling competence is a multidimensional entity which relates to many other competencies within nurses' work.

Implications for the Profession

Recognising the competencies of nurses in lifestyle counselling for adult patients can stimulate nurses' motivation. The acquisition of these competencies can have a positive impact on patients' lives and their health.

Patient or Public Contribution

No Patient or Public Contribution.

Impact

The research may enhance nurses' competence in lifestyle counselling, leading to improved health outcomes, better adherence to recommendations and overall well-being. It may also drive the development of interventions, improving healthcare delivery in lifestyle counselling.

Reporting Method

The review was undertaken and reported using the PRISMA guidelines.

Protocol Registration

Blinded for the review.

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