Care (Education) and Treatment Reviews (C(E)TRs) are intended to reduce unnecessary psychiatric hospital admission and length of stay for people with intellectual disability and autistic people. The use and impact of C(E)TRs have not been systematically evaluated since their introduction in England in 2015. The aims of this study are to describe the demographic and clinical profiles of people who receive a community C(E)TR and to investigate their effects on admission, length of hospital stay and clinical and functional change.
We will conduct a retrospective cohort study using de-identified data from electronic health records derived from two large National Health Service mental health providers in London, England, including one replication site. Data will be extracted using the Clinical Record Interactive Search (CRIS) tool for all people with recorded intellectual disability and/or autism who received mental healthcare from 2015. We will identify community C(E)TR events using keyword searches. Community C(E)TRs will be examined in two ways: (1) In a community cohort, we will capture data in the 6-month periods before and after a community C(E)TR and compare this to a matched control group and (2) In a hospital cohort, we will compare groups who did and did not receive a community C(E)TR prior to their admission. We will describe the socio-demographic and clinical profiles of each group and their health service use, and compare C(E)TR and no C(E)TR groups using t-tests (or a non-parametric equivalent). The primary outcomes are admission to a psychiatric hospital (community cohort) and length of psychiatric hospital admission and clinical change (hospital cohort). Admission to psychiatric hospital will be estimated using propensity score weighting and difference-in-differences methods. Cox’s proportional hazard model will be used for length of hospital admission and repeated-measures analysis of variance (ANOVA) will be used to assess clinical change.
Use of CRIS to examine de-identified clinical data for research purposes has overarching ethical approval. This study has been granted local approval by the South London and Maudsley CRIS Oversight Committee. Findings will be disseminated in an open-access peer-reviewed academic publication, at conference presentations, and to service users and carers in accessible formats.
Structural MRI of the brain is routinely performed on patients referred to memory clinics; however, resulting radiology reports, including volumetric assessments, are conventionally stored as unstructured free text. We sought to use natural language processing (NLP) to extract text relating to intracranial volumetric assessment from brain MRI text reports to enhance routine data availability for research purposes.
Electronic records from a large mental healthcare provider serving a geographic catchment of 1.3 million residents in four boroughs of south London, UK.
A corpus of 4007 de-identified brain MRI reports from patients referred to memory assessment services. An NLP algorithm was developed, using a span categorisation approach, to extract six binary (presence/absence) categories from the text reports: (i) global volume loss, (ii) hippocampal/medial temporal lobe volume loss and (iii) other lobar/regional volume loss. Distributions of these categories were evaluated.
The overall F1 score for the six categories was 0.89 (precision 0.92, recall 0.86), with the following precision/recall for each category: presence of global volume loss 0.95/0.95, absence of global volume loss 0.94/0.77, presence of regional volume loss 0.80/0.58, absence of regional volume loss 0.91/0.93, presence of hippocampal volume loss 0.90/0.88, and absence of hippocampal volume loss 0.94/0.92.
These results support the feasibility and accuracy of using NLP techniques to extract volumetric assessments from radiology reports, and the potential for automated generation of novel meta-data from dementia assessments in electronic health records.
The Episodic Disability Questionnaire (EDQ) was developed to measure the presence, severity and episodic nature of disability experienced among persons with chronic conditions. Our aim was to assess the sensibility, utility and implementation considerations of the EDQ among older adults with complex health needs.
Cross-sectional measurement study involving quantitative and qualitative methods of data collection.
We recruited community-dwelling older adults (65 years of age or older) living with complex health needs receiving care from a primary healthcare team in Toronto, Canada.
We administered the EDQ, sensibility questionnaire (assessing face and content validity, and ease of usage, with each item scored from 0 to 7 with greater scores indicating greater sensibility) and demographic questionnaire, followed by a semi-structured interview in the home or clinical setting. Using an interview guide, we asked participants about their perspectives on utility, format and implementation of the EDQ in clinical practice. We considered the EDQ sensible if the median score on the sensibility questionnaire was ≥5/7 for ≥80% of items and if none of the items had a median score of ≤3/7. We conducted a team-based directed content analysis of the interview transcripts.
The median age of the 11 participants in this study was 83 years of age. All participants reported living with two or more chronic health conditions, with osteoarthritis (n=5) and diabetes (n=4) most frequently reported. The EDQ met the criterion for sensibility as measured by the sensibility questionnaire. Interview data from participants (n=10) indicated that the EDQ represents the health-related challenges among this sample of older adults with complex health needs, captures the episodic nature of disability and was easy to use. Utility of the EDQ included providing clinicians with a holistic understanding of health challenges older adults face, aiding in intervention planning and measuring changes in disability over time. Six of the participants also expressed uncertainty as to how the EDQ specifically could be used by clinicians in their care. Considerations for implementation included mode of administration (paper or electronic) and the importance of communicating EDQ scores with older adults based on individual preferences.
The EDQ possesses sensibility and utility for use among this sample of older adults living with complex health needs in home or clinical care settings.
To assess the prevalence of SARS-CoV-2 antibodies in the residents of Kibera informal settlement in Nairobi, Kenya, before vaccination became widespread, and explore demographic and health-related risk factors for infection.
A cross-sectional study.
Kibera informal settlement, Nairobi, Kenya.
Residents of Kibera informal settlement between October 2019 and August 2021, age 1 year and above who reported no current symptoms of COVID-19.
Associations were determined between SARS-CoV-2 positive tests measured with one rapid test and two ELISAs and demographic and health-related factors, using Pearson’s 2 test. Crude OR and adjusted OR were calculated to quantify the strength of associations between variables and seropositive status.
A total of 438 participants were recruited. Most (79.2%) were age 18–50 years; females (64.2%) exceeded males. More than one-third (39.1%) were unemployed; only 7.4% were in formal, full-time employment. Less than one-quarter (22.1%) self-reported any underlying health conditions. Nearly two-thirds (64.2%) reported symptoms compatible with COVID-19 in the previous 16 months; only one (0.23%) had been hospitalised with a reported negative COVID-19 test. 370 (84.5%) participants tested positive in any of the three tests. There was no significant difference in SARS-CoV-2 seropositivity across age, sex, presence of underlying health conditions, on medication or those ever tested for SARS-CoV-2. Multiple logistic regression analysis showed that COVID-19 symptoms in the previous 16 months were the only significant independent predictor of seropositivity (p=0.0085).
High SARS-CoV-2 exposure with limited morbidity was found in the residents of Kibera informal settlement. The study confirms other reports of high SARS-CoV-2 exposure with limited morbidity in slum communities. Reasons cited include the high infectious disease burden on the African continent, demographic age structure and underreporting due to limited testing and lack of access to healthcare services; genetic factors may also play a role. These factors require further investigation.
by Amon Siveregi, Anne Horak, Chantal Stewart
IntroductionPolyhydramnios is associated with both maternal and fetal adverse outcomes. Idiopathic polyhydramnios, regardless of its severity category, was considered not to be associated with an increase in adverse outcomes. In contrast, when conditions such as congenital and chromosomal abnormalities or diabetes mellitus are detected, neonatal and maternal adverse outcomes can be up to five times higher. We thus aimed to document the outcomes of patients with mild, moderate and severe polyhydramnios according to whether an underlying cause was found and which management protocol was followed.
MethodologyWe conducted a retrospective cohort study of all patients with polyhydramnios on ultrasound examination at our secondary hospital between January 1, 2018 and December 31, 2020. Hospital folders were reviewed. We recorded demographic data, information on underlying causes, management and outcomes. We summarised categorical variables using count (percentage). We tested the association between categorical variables using the chi-square test. Statistical significance was set at p Results
A total of 136 patients with polyhydramnios (80 mild, 42 moderate, and 14 severe) were included. Most cases of polyhydramnios were idiopathic regardless of category [81.2% (65/80), 78% (32/42) and 78% (11/14) in the mild, moderate and severe groups, respectively]. The likelihood of occurrence of the composite adverse outcome, was higher with increasing severity of polyhydramnios, with 6.75%. 19.05%, and 35.71% in the mild, moderate and severe groups, respectively, having the composite adverse outcome (p = 0.01). Elective delivery before 40 weeks’ gestation for polyhydramnios in patients with idiopathic polyhydramnios was associated with a significant reduction in the occurrence of the composite adverse outcome compared to awaiting spontaneous labor (3.77% versus 15.79%, p = 0.036),.
ConclusionsAdverse outcomes were related to severity of the polyhydramnios and were significantly lower in the mild compared to the moderate and severe groups, with the rate of adverse outcome in the mild group comparable to that of the general population. Early delivery before 40 weeks gestation may be associated with benefit in moderate and severe groups of polyhydramnios.
Our study aimed to (1) validate the accuracy of nursing mobility documentation and (2) identify the most effective timings for behavioural mapping.
We monitored the mobility of 55 inpatients using behavioural mapping throughout a nursing day shift, comparing the observed mobility levels with the nursing charting in the electronic health record during the same period.
Our results showed a high level of agreement between nursing records and observed mobility, with improved accuracy observed particularly when documentation was at 12 PM or later. Behavioural mapping observations revealed that the most effective timeframe to observe the highest levels of patient mobility was between 10 AM AND 2 PM.
To truly understand patient mobility, comparing nursing charting with methods like behavioural mapping is beneficial. This comparison helps evaluate how well nursing records reflect actual patient mobility and offers insights into the best times for charting to capture peak mobility. While behavioural mapping is a valuable tool for auditing patient mobility, its high resource demands limit its regular use. Thus, determining the most effective times and durations for observations is key for practical implementation in hospital mobility audits.
Nurses are pivotal in ensuring patient mobility in hospitals, an essential element of quality care. Their role involves safely mobilizing patients and accurately charting their mobility levels during each shift. For nursing practice, this research underscores that nurse charting can accurately reflect patient mobility, and highlights that recording the patient's highest level of mobility later in the shift offers a more precise representation of their actual mobility.
Strobe.
No Patient or Public Contribution.
This scoping review aims to provide an overview of patients and caregivers perceptions of hospital-at-home (HaH) services.
HaH services provide patients with hospital-level care at home and are central to integrated healthcare systems. Despite favourable data from individual studies in the literature, in-depth analysis from patient and caregivers perspectives is lacking. This understanding is essential for the dissemination and scaling of HaH services.
The scoping review was performed using the PRISMA-ScR checklist and PAGER framework for the findings report and research recommendations.
Literature from PubMed, Web of Science, Ovid, CINAHL, Cochrane and Mednar databases were searched. Relevant studies published between 1st January 2005 and 31st December 2022 were identified. The conceptual model of the development of patient perceptions of quality was used for data extraction and tabulation.
The review included 24 articles. Expectation attributions were identified as needs, types of service, hospitalisation experiences, family care preferences, social-demographics and coping skills. From patient's and caregiver's perspectives, HaH was safe, effective and viewed positively. Perceived concerns/barriers and enablers/facilitators were associated with individual, caregiver and system factors, but demonstrated an overall satisfaction in the HaH service.
HaH provides an excellent service according to patients' and caregivers' perceptions. However, gaps in care were identified such as prioritising patient-centred care, along with improved multidisciplinary continuity of care and future studies should incorporate these into their research of HaH.
Patients' and caregivers' HaH needs should be embedded in the design, development and implementation of HaH services.
Not applicable for the study design of this scoping review.