FreshRSS

🔒
❌ Acerca de FreshRSS
Hay nuevos artículos disponibles. Pincha para refrescar la página.
AnteayerTus fuentes RSS

Dementia and Mild Cognitive Impairment in Prison (DECISION) care pathway and training package: protocol for a realist-informed mixed-methods feasibility study

Por: Forsyth · K. · Buck · D. · Stalker · K. · Allgar · V. · Shaw · J. · Cowley-Sharp · R. · Hunter · R. · Lennox · C. · ONeill · A. · Robinson · C. · Ware · S. · Robinson · L.
Introduction

Recent research indicates that around 8% of older people living in prison have signs or symptoms of dementia or mild cognitive impairment (MCI), yet the care they receive is not equivalent to care in the community and this means their needs may not be met. We co-developed an intervention specifically for older people living in prison with dementia/MCI (Dementia and Mild Cognitive Impairment in prison care pathway and training package–DECISION). To date, this has not been implemented or evaluated. This paper presents our protocol for a study to assess the feasibility and acceptability of DECISION.

Methods

This is a non-randomised, realist-informed mixed-methods feasibility study with integrated process evaluation, which will take place in two prisons in England. The intervention was codeveloped with experts with lived experience. Participants will include older people living in prison, staff working in prison and peer supporters. We will assess the feasibility and acceptability of the intervention (eg, numbers eligible; rates of recruitment and retention), and the evaluation design (eg, completion rates of standardised outcome measures). Methods will include semistructured, realist-informed interviews; an audit to assess implementation fidelity; focused ethnography; training questionnaires; and collection of resource use data. We will refine the DECISION programme theory using realist-informed methods to examine and refine how contexts and mechanisms interact to produce the intervention’s outcomes.

Ethics and dissemination

This study received a favourable ethical opinion from the Wales REC 3 Research Ethics Committee in January 2025 (reference number 24/WA/0323). HMPPS National Research Committee approval was also granted in January 2025 (reference number 2024-1451). Findings will be disseminated through a range of avenues, including stakeholder engagement events, open-access papers, conference presentations, evidence briefings for commissioners, providers and practitioners, and newsletters for service users.

Strategies for Achieving Precision in Surgical Nursing Care—A Discursive Paper of a Project to Strengthen Person‐Centred Care, Teamwork and Professional Development

ABSTRACT

Aim

To provide an overview of a project aimed at enhancing person-centred surgical care through teamwork and professional development.

Design

A discursive paper with the purpose of describing and discussing the project activities to strengthen person-centred care, teamwork and professional development.

Methods

This project aimed to strengthen evidence-based surgical nursing care within a Surgery Department. The overarching goal was to foster an attractive and sustainable work environment for nursing professionals while simultaneously enhancing the quality of person-centred care, thereby improving patient outcomes and safety. Ultimately, the project aimed to position the department as a leading example of excellence in surgical nursing care, where evidence-based practice and person-centred values form the foundation of everyday work.

Results

The activities were guided by previous nursing evidence and aligned with Magnet Hospital standards. Continuous quality improvement efforts and team dialogue were central to achieving the goals. Leadership was provided by experienced nurses and researchers. The structured activities improved patient safety and care quality.

Conclusions

The project was successful as it enhanced precision in surgical nursing care by implementing structured activities focused on person-centred care, patient safety and professional development. These efforts led to improved quality of care and patient outcomes, demonstrating the effectiveness of evidence-based practices.

Impact and Implications for the Profession

A project with similar activities to those described in this paper can ensure that surgical patients receive high precision nursing care and serve as an example of promoting person-centred surgical nursing.

Reporting Method

None.

Patient or Public Contribution

None.

Polyp prophylactic properties of polyacetylenes from carrots in patients with previous polypectomy--Px7 The study protocol of a multicentre binational randomised controlled trial

Por: Agache · A. · Deding · U. · Kaalby · L. · Kobaek-Larsen · M. · Al-Najami · I. · Ostergaard Hansen · L. · Stryhn · C. · Wilde · D. · Forsberg · A. · Backman · A.-S. · Bates · T. · de Lange · T. · Martling · A. · Baatrup · G.
Introduction

A large bowel cancer chemoprevention potential has been demonstrated by the consumption of carrots, which represent the major dietary source of polyacetylenes. Their interaction with cancer cells and enzyme systems of animals and humans has been systematically investigated over the last 15 years and has now been characterised as anti-inflammatory compounds with antineoplastic effect. Our objective is to investigate whether selected carrot species with a high content of the polyacetylenes falcarinol (FaOH) and falcarindiol (FaDOH) prevent neoplastic transformation and growth in humans, without side effects.

Methods and analysis

We will conduct a multicentre prospective binational (Denmark and Sweden) randomised controlled trial, with the aim to test the clinical effects of adjuvant treatment with carrot juice in patients who had an excision of high-risk colon adenomas. Patients from six centres will be randomised to receive either anti-inflammatory juice made of carrots high in FaOH and FaDOH or placebo. We will compare the proportion of participants with recurrent adenoma and mean size of them, found in the 1-year follow-up colonoscopy between the two randomised groups.

Ethics and dissemination

Informed written consent will be obtained from all participants before randomisation. The study was approved by the regional ethics committee in Denmark (ref. S-20230072) and Sweden (ref. 2024-04732-01). After completion of the trial, we plan to publish two articles in high-impact journals: one article on primary and secondary outcomes, respectively.

Trial registration number

NCT06335420.

In the shadow of Graves disease: a qualitative interview study of patients experiences conducted at a secondary referral centre in Sweden

Por: Lindo · A. · Alsen · S. · Fors · A. · Filipsson Nyström · H.
Objective

Graves’ disease (GD) is the most common form of hyperthyroidism in Sweden with an incidence of 21/100 000 individuals, the majority of whom are women of working age. GD can be overwhelming for the affected patient. A way to improve health outcomes is to better understand patients’ experiences of their illness. We therefore aimed to explore patients’ experiences of GD during the initial phase of the disease.

Design

A qualitative study based on semistructured interviews was conducted and analysed using qualitative content analysis, following Graneheim and Lundman’s description of the method.

Setting

The study was carried out within specialised care at the secondary level in a Swedish healthcare context.

Participants

15 patients (12 women and 3 men; aged 29–74 years) within the first 3 months after GD diagnosis were included in the study.

Results

Being affected by GD means facing a range of new and often incomprehensible symptoms contributing to an experience of change in one’s personality. In contact with healthcare, they experienced challenges such as an overwhelming amount of information, a lack of energy, and feelings of being a burden. These factors were described as having a negative impact on daily life, well-being, and psychological and psychosocial functioning. The participants highlighted the need to be listened to, to receive tailored information, to have continuous contact, and to have fatigue and other symptoms more thoroughly addressed.

Conclusion

The findings indicate that symptoms have a significant impact on patients with GD, influencing their care experience, information processing, decision-making abilities, and daily functioning. The application of person-centred care can be one way to support patients with GD, as it facilitates a collaborative approach and enhances the comprehension of each patient’s needs and resources. By acknowledging the patient’s experiences, situation, and expectations, as well as the comprehensive impact of the disease, and by modifying support strategies, patient well-being and health outcomes may be significantly improved.

What are the exercise barriers, facilitators and preferences of community-dwelling older adults with heart failure with preserved ejection fraction? A qualitative best fit framework analysis

Por: Forsyth · F. · Hartley · P. · Mant · J. · Rowbotham · S. · Sharpley · J. · Wood · A. · Deaton · C.
Objectives

To establish, through patient and public involvement (PPI) events, the exercise barriers, facilitators and preferences of people with heart failure with preserved ejection fraction (HFpEF).

Design

Qualitative ‘best fit’ framework analysis was used to analyse field notes and transcripts collected during three patient and public involvement meetings and three workshops. The best fit framework was based on the COM-B model of behaviour change, which has identified that Capability, Opportunity and Motivation components are essential for Behaviour change. The Consolidated criteria for Reporting Qualitative research checklist was used to structure the report.

Setting and participants: Community dwelling older adults with HFpEF.

Results

24 people with HFpEF (n=16 female, 66%), 2 spouses and 2 people with chronic conditions participated in the PPI meetings and workshops. Multiple exercise-related capability (negative symptoms, functional ability, resilience and self-efficacy and knowledge and skill); opportunity (appealing components, optimal conditions, adequate support); and motivation factors (well-being, physical gains, goal achievement, sense of enjoyment) were identified as essential to facilitating change in exercise behaviours in people with HFpEF.

Conclusions

This study provides insight into capability, opportunity and motivation conditions that people with HFpEF feel are necessary to enable them to engage in exercise-related behaviour change. This work extends previous post hoc work by moving beyond identification of broad influencers that may enable or impede exercise intervention engagement, to identify intervention conditions necessary to affect change.

Perceived Capability, Opportunity and Motivation to Deliver Fundamental Nursing Care: A Cross‐Sectional Survey in Neurological Settings

ABSTRACT

Background

Delivering nursing care to patients' fundamental needs in neurological settings is challenging due to complex needs such as long-term care, physical disability and cognitive or communicative impairment.

Aim

To examine how registered nurses and nurse assistants perceive their capability, opportunity and motivation to deliver fundamental nursing care and use this insight to inform implementation strategies based on the Fundamentals of Care framework.

Design

Cross-sectional survey.

Methods

The questionnaire, grounded in the Capability–Opportunity–Motivation (COM-B) model and the Fundamentals of Care framework, was distributed to all nursing staff (n = 404) in four neurological departments at a university hospital in Denmark. Level of agreement was calculated as the proportion of responses in the top two Likert categories (‘to some extent agree’ and ‘completely agree’) and categorised as low (< 60%), medium (60%–85%) or high (> 85%). Quantitative results were analysed descriptively and inferentially; open-text answers were examined using deductive content analysis.

Results

The response rate was 63%. Agreement was high for capability (90.6%), motivation (89.2%) and addressing physical needs (85.2%), while opportunity (75.3%) and relational care (69.1%) were lower. The relational domain scored notably high for taking time to listen (95.8%) and low for evaluating the nurse–patient relationship (43.5%). Nurse assistants showed significantly higher agreement in the physical care domain than registered nurses. Variation across departments highlighted higher agreement in spinal cord injury and neurology compared to anaesthesia, pain, respiratory and traumatic brain injury units.

Conclusion

Nursing staff show strong internal drive and perceived competence—particularly in physical care—but face structural barriers in relational nursing and continuity. Implementation strategies should leverage high motivation, strengthen leadership engagement, ensure resource allocation and systematically integrate relational care into practice.

Patient or Public Contribution

No patient or public contribution.

Trial Registration

Danish Data Protection Agency (P20231246)

Qualitative investigation of the experiences of older people living with persistent pain and frailty and their decision to seek support: findings from the POPPY-Q study

Por: Harrison · N. · Mossabir · R. · Forster · A. · Kime · N. · Williams · A. C. d. C. · Brown · L.
Objectives

Persistent pain is common among older people living with frailty and can impact on their daily living, mobility, social interactions and sleep. However, healthcare support to mitigate impact is lacking in this population. The Pain in Older People with Frailty (POPPY) study is a multiphase, mixed-methods study that addresses how pain management services for older people with frailty should be organised and delivered.

Design

For this phase (POPPY-Q), we used qualitative methods: semi-structured interviews with a grounded theory approach to analysis.

Setting and participants

Community-dwelling older people (≥75 years) with persistent pain and frailty were invited to participate in two qualitative interviews (in-person/remotely) 10 weeks apart. Interviews took place in varied geographical locations across England between July 2022 and August 2023 and explored experiences of living with pain and access to and engagement with services and healthcare professionals (HCPs) and support and treatments received for pain.

Results

Twenty-six people (77–91 years) with pain and frailty (from mild to severe) consented and were interviewed; 24 completed a second interview. Three interviews included a spouse/family member. Themes were general health and well-being; pain and its impact; acceptance of living with pain; support-seeking decisions; experience of accessing support; and perception/experience of pain support and treatment. This paper focuses on pain acceptance and support-seeking; other themes are used contextually, and accessing support was rare. Many participants were stoical about pain; some prioritised other health conditions; some preferred self-management; some were resigned and had lost hope of effective treatment; some expressed concern about burdening healthcare resources.

Conclusions

HCPs should be aware of the stances of older people with frailty about seeking support for pain and should be proactive, asking about pain. Longer appointments for complex cases may allow general practitioners to address pain, offer reassurance, provide information or referral or arrange a follow-up consultation focused on pain management.

Economic evaluation of a person-centred care intervention with a digital platform and structured telephone support for people with chronic heart failure and/or chronic obstructive pulmonary disease: results from a randomised controlled trial in Sweden

Por: Harvey · B. P. · Barenfeld · E. · Fors · A. · Ekman · I. · Swedberg · K. · Gyllensten · H.
Objectives

The aim of the study was to evaluate the healthcare costs and effects of a remote person-centred care (PCC) add-on intervention compared with usual care for people with chronic heart failure (CHF) and/or chronic obstructive pulmonary Disease (COPD) from a societal perspective.

Design

A cost-effectiveness analysis (CEA) based on the results from a randomised controlled trial.

Setting

The study was conducted from August 2017 until June 2021 within nine primary care centres across Western Sweden.

Participants

Participants in the study had a diagnosis of COPD (J43.0, J44.0–J44.9) and/or CHF (I50.0–I50.9).

224 patients were randomly allocated to the study groups. After two withdrawals, the final intention-to-treat analysis included 110 participants in the intervention group and 112 in the control group.

Interventions

Both the intervention and control group received usual care through their primary care centres. In addition, the intervention group participated in a remote PCC add-on intervention consisting of a digital platform and structured telephone support.

Primary outcome

Incremental cost-effectiveness ratio using direct healthcare costs, productivity loss and prescription drug costs, compared with health effects measured using the EuroQoL questionnaire (EQ-5D-3L) over a 2-year time horizon.

Results

The intervention group had lower healthcare utilisation in inpatient care, specialised outpatient care and reduced productivity loss. The CEA showed incremental effects of 0.0469 quality-adjusted life years and incremental costs of SEK –68 533 (Swedish crowns). The PCC alternative was both more effective and resulted in lower healthcare costs compared with usual care, that is, PCC was dominant.

Conclusions

The results of this CEA demonstrated that a remote PCC add-on intervention for people with COPD and/or CHF had lower healthcare costs and higher health-related quality of life compared with usual care.

Trial registration number

NCT03183817 ClinicalTrials.gov.

Patient and healthcare professional engagement and time use within a randomised controlled trial: investigating intervention costs associated with remote person-centred care in Sweden

Por: Barenfeld · E. · Ekman · I. · Cederberg · M. · Fors · A. · Ali · L. · Gyllensten · H.
Objectives

To describe the usage patterns of patients and healthcare professionals (HCPs) using a person-centred telehealth and e-health intervention.

Design

An exploratory, descriptive, observational study embedded in the "Person-centred care at a distance (PROTECT)" randomised controlled trial (ClinicalTrials.gov: NCT03183817) as part of a process evaluation. Data on intervention use and time spent on the intervention were collected. Descriptive statistics were calculated.

Setting

Participants were recruited from nine public primary healthcare facilities located in various areas of Gothenburg, Sweden.

Participants

110 patients participating in the intervention group in the PROTECT trial were included. Participants were diagnosed with chronic heart failure (CHF, n=42), chronic obstructive pulmonary disease (COPD, n=56) or both (n=12). They were 33–93 years old (mean 71 years).

Primary and secondary outcome measures

A secondary outcome report on resource use.

Intervention

The 6-month-long intervention was performed as an add-on to standard care and comprised person-centred telephone support and access to a digital platform. Per-protocol use included co-creation of a health plan via the telephone and use of the digital platform at least once. Forms of use were tailored to the preferences and needs of the patients.

Results

Most intervention activities took place in the first 3 months of the intervention. Most patients used a combination of phone and digital support, spending most of their time using the digital platform. Overall, patients and HCPs spent 6 and 2.5 hours/patient using the intervention, respectively. Of this time, 1.5 hours involved synchronous communication through phone calls, with health-plan calls averaging 77 min.

Conclusions

The intervention usage patterns of patients and HCPs differed. Despite HCPs being accessible when required, patients dedicated most of their time to self-care practices. Based on time distribution data, 15 full-time HCPs could potentially co-create, document and follow-up on health plans for 10 000 patients under study conditions.

Trial registration number

ClinicalTrials.gov: NCT03183817.

New regimens of benznidazole for the treatment of chronic Chagas disease in adult participants in indeterminate form or with mild cardiac progression (NuestroBen study): protocol for a phase III randomised, multicentre non-inferiority clinical trial

Por: Marques · T. · Forsyth · C. · Barreira · F. · Lombas · C. · Blum de Oliveira · B. · Laserna · M. · Molina · I. · Bangher · M. d. C. · Javier Fernandez · R. · Lloveras · S. · Fernandez · M. L. · Scapellato · P. · Patterson · P. · Garcia · W. · Ortiz · L. · Schijman · A. · Moreira · O. C.
Introduction

Chagas disease (CD) is one of the most neglected diseases in the world. In Latin America, CD is endemic in 21 countries, with an estimated 70 million people at risk of infection. Current treatments are limited to two nitroheterocyclic compounds: nifurtimox and benznidazole (BZN). Each has significant limitations, including long duration and safety concerns. However, data from recently completed studies suggest that reduced-duration regimens may be equally effective while enhancing safety.

Methods and analysis

NuestroBen is a phase III, randomised, multicentre clinical trial designed to assess whether shorter (2- and 4-week) regimens of BZN are non-inferior to the standard 8-week treatment. A total of 540 adult participants with no evidence of organ damage (the indeterminate form) or with mild cardiac progression (mild electrocardiographic alterations and without systolic dysfunction or symptoms), all in the chronic phase of CD, will be recruited at six study sites in Argentina and two study sites in Bolivia. Participants will be randomised to receive one of the two shortened regimens of BZN (300 mg per day for 2 or 4 weeks) or standard treatment (300 mg per day for 8 weeks). The primary endpoint is sustained elimination of parasitaemia from the end of treatment through 12 months of follow-up. Secondary endpoints will assess sustained clearance of parasitaemia at 1, 4, 6 and 8 months of follow-up from the end of treatment, drug tolerability and adherence to treatment. NuestroBen will also evaluate whether two shortened regimens of BZN improve drug tolerability and treatment adherence compared with the current standard treatment while maintaining efficacy in participants with the indeterminate form of CD or with mild cardiac involvement.

Ethics and dissemination

In Argentina, this study was approved by Fundación de Estudios Farmacológicos y Medicamentos ‘Luis M. Zieher’ for its conduct at the Instituto de Cardiología de Corrientes ‘Juana Francisca Cabral’ (reference: NuestroBen-2020/2021) and the Instituto Nacional de Parasitología ‘Dr. Mario Fatala Chaben’ (reference: NuestroBen-2020/2021) by Comité Institucional de Ética de Investigación en Salud for the Centro de Chagas y Patología Regional de Santiago del Estero (reference: NuestroBen-2020-088/2021), by Comité de Ética en Investigación for the Hospital de Infecciosas F.J. Muñiz (reference: NuestroBen-2020–4037) and the Hospital General de Agudos D.F. Santojanni (reference: NuestroBen-2020–4039) and by Comité de Bioética for the Fundación Huésped (reference: NuestroBen-2020/2021). In Bolivia, it was approved by Comité de Ética en Investigación en Salud from the Universidad Autónoma Juan Misael Saracho (reference: NuestroBen-2020/2025). All participants are asked to provide written informed consent to participate. Recruitment processes started in July 2023, and as of 15 June 2025, 140 participants have been recruited. Findings will be shared with Argentinian and Bolivian public health officials and with the Chagas and tropical medicine communities via international conferences. Findings will also be published in medical journals.

Trial registration number

NCT04897516.

Development of methods to identify digitally excluded older people, and tailoring of interventions to meet their digital needs: a protocol for a mixed-methods study (the INCLUDE study)

Por: Brundle · C. · Johansson · J. F. · Best · K. · Clegg · A. · Forster · A. · Atkinson · T. · Foster · M. · Humphrey · S. · Iliff · A. · Inglis · J. · Walker · C. · Graham · L.
Introduction

Digital inclusion (which includes skills, accessibility and connectivity to the internet and digital devices) is a ‘super social determinant of health’ because it affects many aspects of life that influence health. Older people are especially vulnerable to digital exclusion. Existing digital inclusion interventions are commonly offered opportunistically to people who come into contact with services, or in specific locations. The lack of systematic identification of need unintentionally excludes older people who may be most in need of support, and that support is not addressing their needs.

Methods and analysis

This multi-method project includes six workstreams: (1) A survey of people aged 65+ to ask about digital use and engagement. Survey data will be used to develop a model that predicts digital exclusion from data available in primary care records. (2) Testing, via a further survey, the external validity of the model to identify those who are digitally excluded. (3) Interviews with community service providers to identify, understand and define the components of existing digital inclusion services for older people. Concurrently, a rapid review of the literature will identify evidence for interventions aimed at supporting digitally excluded adults aged 65+. (4) Interviews with people aged 65+ representing a range of digital use will explore factors from the COM-B model that influence digital behaviours—their capability (C), opportunity (O) and motivation (M) relating to digital engagement. Analysis outputs will identify the intersectional nature of barriers or facilitators to digital inclusion. (5) Co-production workshops with older people and community service providers will identify key components of interventions that are required to address digital exclusion. Components will be mapped against existing interventions, and the ‘best fit’ intervention(s) refined. An implementation plan will be developed in parallel. (6) Feasibility testing of the refined intervention(s) to assess acceptability and obtain feedback on content and delivery mechanisms.

Ethics and dissemination

This study was approved by the Yorkshire & The Humber - Bradford Leeds Research Ethics Committee on 23 October 2023 (ref. 23/YH/0234). Findings will be disseminated in academic journals and shared at webinars, seminars, conferences and events arranged by organisations operating across the digital inclusion and older people fields.

Trial registration

https://www.isrctn.com/ISRCTN18306736

Developing an Intervention to Improve Sexual Health Assessment and Care in Men With Inflammatory Bowel Disease

ABSTRACT

Aim

To co-produce a prototype intervention to help nurses improve the assessment and care of the sexual health needs of men with inflammatory bowel disease.

Background

Inflammatory bowel disease can have a significant impact on the sexual health and well-being of men, but has largely been neglected in research and clinical guidelines. Men with the disease report that sexual health is not discussed during consultations, while healthcare practitioners describe a lack of confidence to initiate sexual health assessments. At present, no evidence-based tool exists to support nurses in detecting, assessing, and providing care for the sexual health of men with the disease.

Design

A mixed-methods study shaped by phase 1 of the Medical Research Council's framework for the development of complex interventions.

Methods

(1) Cross-sectional surveys of (i) men with inflammatory bowel disease, (ii) nurses, and (iii) inflammatory bowel disease services to determine the current state of sexual health provision across the UK National Health Service. (2) Semi-structured interviews with men and the partners of men with IBD and asynchronous focus groups with health professionals to explore appropriate and acceptable ways to provide sexual healthcare. (3) Three consecutive co-production workshops inclusive of men with the disease, healthcare professionals, and stakeholders to formulate a prototype intervention.

Implications for the Profession and/or Patient Care

This study will create an evidence-based prototype intervention that will provide nurses with the knowledge and skills required to effectively assess the sexual health needs of men with inflammatory bowel disease and provide appropriate, patient-centred care.

Patient Contribution

The study design was supported by a patient group. The study delivery will be supported by a patient co-investigator and stakeholder group inclusive of men with lived experience of the disease.

Reporting Method

This report adheres to the SPIRIT 2013 checklist for standard protocol items for clinical trials.

Trial Registration

clinicaltrials.gov ID: NCT06562751

Understanding tuberculosis among people with tuberculosis through an educational film: a qualitative study

Por: Economou Lundeberg · E. · Biermann · O. · Kuhlin · J. · Kulane · A. · Annerstedt · K. S. · Davies Forsman · L.
Introduction

Treatment of the two billion people with tuberculosis (TB) infection worldwide is crucial to prevent progression to TB disease and thereby prevent further transmission. However, TB is associated with fear and stigma, and knowledge gaps about TB disease are widespread, complicating adherence to treatment. As increasing knowledge about TB can reduce stigma and increase adherence to treatment, we developed an educational film about TB infection and disease. After showing the film to people with TB, our qualitative study aimed to evaluate the film and to explore perceptions, fears and possible knowledge gaps.

Method

We conducted a qualitative study, with in-depth interviews (n=13), at two Infectious Disease Outpatient Departments in Sweden. Included research participants were adults with TB infection or TB disease. After informed consent, the participants watched the film, available in Swedish, English, Somali and Tigrinya. Subsequently, in-depth interviews, using a topic guide, were conducted, transcribed, and a reflexive thematic analysis was performed.

Results

All participants considered the film to be a valuable addition to the written and oral information they had previously received. Identified themes included the perception of TB infection being a deadly, non-curable disease, and many feared being contagious. However, the film challenged these fears and increased the understanding of TB infection being treatable and non-infectious. Another theme revealed that TB-related stigma was experienced in encounters with healthcare professionals in Sweden.

Conclusion

Our educational film was perceived to increase understanding about TB symptoms, transmission and treatment. Implementing the film in Infectious Disease Departments across Sweden may contribute to decreasing stigma and enhancing awareness of the importance of treatment adherence, an outcome that warrants further investigation post-implementation.

A Systematic Review of Features Forecasting Patient Arrival Numbers

imageAdequate nurse staffing is crucial for quality healthcare, necessitating accurate predictions of patient arrival rates. These forecasts can be determined using supervised machine learning methods. Optimization of machine learning methods is largely about minimizing the prediction error. Existing models primarily utilize data such as historical patient visits, seasonal trends, holidays, and calendars. However, it is unclear what other features reduce the prediction error. Our systematic literature review identifies studies that use supervised machine learning to predict patient arrival numbers using nontemporal features, which are features not based on time or dates. We scrutinized 26 284 studies, eventually focusing on 27 relevant ones. These studies highlight three main feature groups: weather data, internet search and usage data, and data on (social) interaction of groups. Internet data and social interaction data appear particularly promising, with some studies reporting reduced errors by up to 33%. Although weather data are frequently used, its utility is less clear. Other potential data sources, including smartphone and social media data, remain largely unexplored. One reason for this might be potential data privacy challenges. In summary, although patient arrival prediction has become more important in recent years, there are still many questions and opportunities for future research on the features used in this area.
❌