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Clinical and cost-effectiveness of individualised (early) patient-directed rehabilitation versus standard rehabilitation after surgical repair of the rotator cuff of the shoulder: protocol for a multicentre, randomised controlled trial with integrated Qui

Por: Mazuquin · B. · Moffatt · M. · Realpe · A. · Sherman · R. · Ireland · K. · Connan · Z. · Tildsley · J. · Manca · A. · Gc · V. S. · Foster · N. E. · Rees · J. · Drew · S. · Bateman · M. · Fakis · A. · Farnsworth · M. · Littlewood · C.
Introduction

Despite the high number of operations and surgical advancement, rehabilitation after rotator cuff repair has not progressed for over 20 years. The traditional cautious approach might be contributing to suboptimal outcomes. Our aim is to assess whether individualised (early) patient-directed rehabilitation results in less shoulder pain and disability at 12 weeks after surgical repair of full-thickness tears of the rotator cuff compared with current standard (delayed) rehabilitation.

Methods and analysis

The rehabilitation after rotator cuff repair (RaCeR 2) study is a pragmatic multicentre, open-label, randomised controlled trial with internal pilot phase. It has a parallel group design with 1:1 allocation ratio, full health economic evaluation and quintet recruitment intervention. Adults awaiting arthroscopic surgical repair of a full-thickness tear are eligible to participate. On completion of surgery, 638 participants will be randomised. The intervention (individualised early patient-directed rehabilitation) includes advice to the patient to remove their sling as soon as they feel able, gradually begin using their arm as they feel able and a specific exercise programme. Sling removal and movement is progressed by the patient over time according to agreed goals and within their own pain and tolerance. The comparator (standard rehabilitation) includes advice to the patient to wear the sling for at least 4 weeks and only to remove while eating, washing, dressing or performing specific exercises. Progression is according to specific timeframes rather than as the patient feels able. The primary outcome measure is the Shoulder Pain and Disability Index total score at 12-week postrandomisation. The trial timeline is 56 months in total, from September 2022.

Trial registration number

ISRCTN11499185.

Silhouette showcards confirm altered obesity-associated body image perception in international cohort study of African-origin populations

Por: Choo-Kang · C. · Reese · T. O. · Micklesfield · L. K. · Bovet · P. · Bedu-Addo · K. · Forrester · T. · Gilbert · J. A. · Goedecke · J. H. · Plange-Rhule · J. · Lambert · E. V. · Layden · B. T. · Rae · D. E. · Viswanathan · B. · Luke · A. · Dugas · L.
Objectives

Given the increasing prevalence of obesity and need for effective interventions, there is a growing interest in understanding how an individual’s body image can inform obesity prevention and management. This study’s objective was to examine the use of silhouette showcards to measure body size perception compared with measured body mass index, and assess body size dissatisfaction, in three different African-origin populations spanning the epidemiological transition. An ancillary objective was to investigate associations between body size perception and dissatisfaction with diabetes and hypertension.

Setting

Research visits were completed in local research clinics in respective countries.

Participants

Seven hundred and fifty-one African-origin participants from the USA and the Republic of Seychelles (both high-income countries), and Ghana (low/middle-income country).

Primary and secondary outcome measures

Silhouette showcards were used to measure perceived body size and body size dissatisfaction. Objectively measured body size was measured using a scale and stadiometer. Diabetes was defined as fasting blood glucose ≥126 mg/dL and hypertension was defined as ≥130 mm Hg/80 mm Hg.

Results

Most women and men from the USA and Seychelles had ‘Perceived minus Actual weight status Discrepancy’ scores less than 0, meaning they underestimated their actual body size. Similarly, most overweight or obese men and women also underestimated their body size, while normal weight men and women were accurately able to estimate their body size. Finally, participants with diabetes were able to accurately estimate their body size and similarly desired a smaller body size.

Conclusions

This study highlights that overweight and obese women and men from countries spanning the epidemiological transition were unable to accurately perceive their actual body size. Understanding people’s perception of their body size is critical to implementing successful obesity prevention programmes across the epidemiological transition.

Improving prediction of cervical cancer using KNN imputer and multi-model ensemble learning

by Turki Aljrees

Cervical cancer is a leading cause of women’s mortality, emphasizing the need for early diagnosis and effective treatment. In line with the imperative of early intervention, the automated identification of cervical cancer has emerged as a promising avenue, leveraging machine learning techniques to enhance both the speed and accuracy of diagnosis. However, an inherent challenge in the development of these automated systems is the presence of missing values in the datasets commonly used for cervical cancer detection. Missing data can significantly impact the performance of machine learning models, potentially leading to inaccurate or unreliable results. This study addresses a critical challenge in automated cervical cancer identification—handling missing data in datasets. The study present a novel approach that combines three machine learning models into a stacked ensemble voting classifier, complemented by the use of a KNN Imputer to manage missing values. The proposed model achieves remarkable results with an accuracy of 0.9941, precision of 0.98, recall of 0.96, and an F1 score of 0.97. This study examines three distinct scenarios: one involving the deletion of missing values, another utilizing KNN imputation, and a third employing PCA for imputing missing values. This research has significant implications for the medical field, offering medical experts a powerful tool for more accurate cervical cancer therapy and enhancing the overall effectiveness of testing procedures. By addressing missing data challenges and achieving high accuracy, this work represents a valuable contribution to cervical cancer detection, ultimately aiming to reduce the impact of this disease on women’s health and healthcare systems.

A cancer personalised activity and lifestyle tool (CAN‐PAL): A codesign study with patients and healthcare professionals

Abstract

Aims

To codesign a cancer personalised activity and lifestyle tool (CAN-PAL) based on an existing tool. To help cancer care workers support people affected by cancer to plan and integrate physical activity into lifestyles.

Design

Mixed-methods codesign study.

Methods

Phase 1: Focus groups with people affected by cancer (n = 10) or interviews (n = 2) to discuss suitable physical activities and adaptation of the existing tool. Data were recorded, transcribed and analysed thematically. Themes informed the design of the prototype CAN-PAL and user guide. Phase 2: Healthcare professionals considered the potential use of the CAN-PAL prototype and completed an online survey including the system usability scale and free text responses.

Results

Phase 1: Identified suitable physical activities and four themes were identified including: Capability, benefits, barriers and resources which informed the prototype CAN-PAL and user guide. Phase 2: The user survey was completed by 12 healthcare professionals. Median (range) system usability scale was 80 (50–95) (best score 100), scores >68 indicate good or better usability. Themes from the free text comments included strengths, amendments, considerations and limitations. Results were used to finalise CAN-PAL and the user guide.

Conclusion

The codesigned CAN-PAL tool had good usability. Further work is needed to evaluate the impact of CAN-PAL on activity levels and behaviour in people affected by cancer.

Relevance to Clinical Practice

People affected by cancer need support to undertake physical activity. The purpose of CAN-PAL is to assist cancer care workers to support people affected by cancer to plan and integrate physical activity into lifestyles.

Patient or Public Contribution

Public partners considered the findings from Phase 1 and 2 and informed the design of the prototype, final CAN-PAL and user guide and coauthored the paper.

Reporting Method

The study adhered to relevant EQUATOR guidelines; the study was reported according to the COREQ checklist.

Determinants of implementing deprescribing for older adults in English care homes: a qualitative interview study

Por: Warmoth · K. · Rees · J. · Day · J. · Cockcroft · E. · Aylward · A. · Pollock · L. · Coxon · G. · Craig · T. · Walton · B. · Stein · K.
Objectives

To explore the factors that may help or hinder deprescribing practice for older people within care homes.

Design

Qualitative semistructured interviews using framework analysis informed by the Consolidated Framework for Implementation Research (CFIR).

Setting

Participants were recruited from two care home provider organisations (a smaller independently owned organisation and a large organisation) in England.

Participants

A sample of 23 care home staff, 8 residents, 4 family members and 1 general practitioner were associated with 15 care homes.

Results

Participants discussed their experiences and perceptions of implementing deprescribing within care homes. Major themes of (1) deprescribing as a complex process and (2) internal and external contextual factors influencing deprescribing practice (such as beliefs, abilities and relationships) were interrelated and spanned several CFIR constructs and domains. The quality of local relationships with and support from healthcare professionals were considered more crucial factors than the type of care home management structure.

Conclusions

Several influencing social and contextual factors need to be considered for implementing deprescribing for older adults in care homes. Additional training, tools, support and opportunities need to be made available to care home staff, so they can feel confident and able to question or raise concerns about medicines with prescribers. Further work is warranted to design and adopt a deprescribing approach which addresses these determinants to ensure successful implementation.

Access to therapy for child sexual abuse survivors: Preliminary dialogue of barriers and facilitators between caregivers

by Jonathan Jin, Huda Al-Shamali, Lorraine Smith-MacDonald, Matthew Reeson, Wanda Polzin, Yifeng Wei, Hannah Pazderka, Peter H. Silverstone, Andrew J. Greenshaw

Background

Difficulties in access to therapy were highlighted by COVID-19 measures restricting in-person gatherings. Additional challenges arise when focusing on caregivers of child sexual abuse (CSA) survivors in particular, which are a population that has been historically difficult to engage with due to issues of stigma and confidentiality.

Objectives

To present preliminary qualitative results from caregivers of CSA survivors.

Methods

This study was conducted with caregivers of CSA survivors. Two hybrid webinar/focus groups were conducted using a video conferencing platform in fall of 2021 with two groups of stakeholders (11 caregivers and 5 moderators/clinical staff at Little Warriors, an intensive episodic treatment facility). Sessions were recorded, transcribed, and thematically-analyzed using standard qualitative methodology.

Results

A total of 11 caregivers contributed to the data. Themes include: (1) Challenges of starting and maintaining treatment (i.e., emotional impact of intake day, challenges of enrolling), (2) Therapeutic benefits of specialized treatment (i.e., feeling safe and supported and the importance of trauma-informed care), and (3) Barriers and facilitators of treatment (i.e., avenues to scale-up and self-care).

Conclusion

The importance of a strong therapeutic alliance was highlighted by both caregivers/clinical staff and further support is needed for families post-treatment. The present hybrid webinar/focus group also achieved engagement goals in a population that is typically difficult to reach. Overall, the response rate (12%) was equivalent to reported registrant attendance rates for general business to consumer webinars and the recommended focus group size. This preliminary approach warrants replication in other populations outside our clinical context.

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