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Introduction Call bell within reach of patients is an important part of quality care and standard in the National Inpatient Falls Audit. Initial data collection showed 56% of patients had call bell in reach indicating potential for improvement Understanding the problem: Discussion with stakeholders included: Healthcare support worker, nurses & doctors of all grades, physio, and occupational therapist. Aim We aimed to improve call bell reach-ability from 56% to 95% or more for patients on the ward. Method Data were collected from 2 bays (Total 10 beds) on the ward three times a week for 2 weeks after implementation of each change assuming it should roughly reflect the whole ward. Balancing measure Inpatient falls on the ward (weekly data for the ward). Changes 1st Change: Stickers in medical notes as a reminder 2nd Change: Teaching session to staff nurses 3rd Change: A short video posted in a closed social group of ward 4th Change: Make a component in the safety huddle & reminder in daily nursing handover. Results After the 4th PDSA cycle, the call bell in reach was 93.88% which was sustained improvement. Inpatient fall did not show any specific correlation with call bell reach-ability and specific fall data for those 10 beds was not available separately Learning: • Teaching is effective but it may not be able to involve all the staff especially when staffing is not consistent. Despite attending the teaching, implementation of gained knowledge from the teaching session may not sustain. • Social media can be used to improve patient care provided that it's closed media & no patient confidentiality is hampered but again may not be a solution. • Reminding the staff of the importance was our most effective change, possibly because of its proximity to patient care immediately being delivered afterward. [ABSTRACT FROM AUTHOR]

Background: Hospital Frailty Risk Score (HFRS) has recently been used to predict adverse health outcomes including length of stay (LOS) in hospital. LOS is an important indicator for patient quality of care, the measurement of hospital performance, efficiency and costs. Tools to predict LOS may enable earlier interventions in those identified at higher risk of a long stay. Previous work focused on patients over 75 years of age, but we explore the relationship between HFRS and LOS for all adults., Methods: This is a retrospective cohort study using data from a large acute hospital during the period from 01/01/2010 to 30/06/2018. The study included patients aged 16 years and older. We calculated HFRS for patients who had been previously admitted to the hospital within the previous 2 years. The study developed Logistic Regression models (crude and adjusted) for nine prediction periods of LOS to assess association between (LOS and HFRS) and (LOS and Charlson Comorbidity Index-CCI), using odds ratios, and AUROC to assess model performance., Results: An increase in HFRS is associated with prolonged LOS. HFRS alone or combined with CCI were more important predictor of long LOS in most of periods to predict LOS. However, crude HFRS was superior to the models where HFRS was combined with any other variable for LOS in excess of 21 days, which had AUROCs ranging from 0·867 to 0·890. Regarding eight age groups, crude HFRS remained the first or second most effective predictor of long LOS. HFRS alone or combined with CCI was superior to other models for patients older than 44 years for all periods of LOS; whereas for patients younger than 44 years it was superior for all LOS except 45, 60, and 90 days., Conclusion: This study has demonstrated the utility of HFRS to predict hospital LOS in patients across all ages., Competing Interests: The authors have declared that no competing interests exist., (Copyright: © 2025 Kutrani et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)

Identifying patients' social needs is a first critical step to address social determinants of health (SDoH)-the conditions in which people live, learn, work, and play that affect health. Addressing SDoH can improve health outcomes, population health, and health equity. Emerging SDoH reporting requirements call for health systems to implement efficient ways to identify and act on patients' social needs. Automatic extraction of SDoH from clinical notes within the electronic health record through natural language processing offers a promising approach. However, such automated SDoH systems could have unintended consequences for patients, related to stigma, privacy, confidentiality, and mistrust. Using Floridi et al's "AI4People" framework, we describe ethical considerations for system design and implementation that call attention to patient autonomy, beneficence, nonmaleficence, justice, and explicability. Based on our engagement of clinical and community champions in health equity work at University of Washington Medicine, we offer recommendations for integrating patient voices and needs into automated SDoH systems., (© The Author(s) 2023. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For permissions, please email: journals.permissions@oup.com.)

Introduction: Substantial gaps remain in our understanding of stroke in Africa as well as in stroke care, practice and policy on the continent. The effective organization of preventative, therapeutic and rehabilitative stroke services continue to be challenging in many African countries., Methodology: In this article we define the nature, function and benefits of effective multidisciplinary team (MDT) working. The experiences and perspectives of members of the MDT were collated by focus group discussions as well as individual and country specific contributions., Results: The experiences and perspectives of multidisciplinary team members from the United Kingdom and Ghana implementing these practices at the first stroke unit in Korle Bu Teaching Hospital, Accra, with a transparent discussion of successes and challenges faced throughout development of the service, is presented. MDT working has improved outcomes for patients and families who use the services, including encouraging better shared treatment planning and compliance. More stroke rehabilitation services are provided than previously, including greater self-management education and better secondary prevention care., Conclusion: It is hoped that this article will provide an inspirational model for others working to provide stroke care in low-resource settings in Africa and worldwide., Competing Interests: The Authors declare that no competing interest exists., (Copyright © 2022 by West African Journal of Medicine.)