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Physiotherapy Feb 2024Work-related burnout is a significant concern amongst healthcare professionals, including physiotherapists. It can negatively impact on both staff well-being and the... (Review)
Review
BACKGROUND
Work-related burnout is a significant concern amongst healthcare professionals, including physiotherapists. It can negatively impact on both staff well-being and the quality of care delivered to patients.
OBJECTIVES
To estimate the prevalence of burnout among physiotherapists.
DATA SOURCES
PubMed, CINAHL, Web of Science, Embase, Scopus and PsycINFO, from inception to February 1st, 2022.
STUDY SELECTION OR ELIGIBILITY CRITERIA
Studies reporting burnout prevalence among physiotherapists.
DATA EXTRACTION AND DATA SYNTHESIS
Prevalence of burnout. Sub-analyses were performed grouping studies based on countries where surveys were conducted, classified as developed or developing countries. The risk of bias was assessed using a modified version of the Newcastle-Ottawa Scale.
RESULTS
32 studies were included in the systematic review and 31 in the meta-analysis, enrolling a total of 5984 physiotherapists from 17 countries. Pooled prevalence (95% confidence interval) of burnout was 8% (4-15). Prevalence figures for Maslach Burnout Inventory dimensions were: (i) emotional exhaustion, 27% (21-34) (ii) depersonalization, 23% (15-32) (iii) low personal accomplishment, 25% (15-40). Both overall and single components prevalence was higher, although not significantly, in studies from developing than in developed countries.
LIMITATIONS
Tools used to assess burnout and cut-off scores chosen to identify the burnout prevalence differed across studies.
CONCLUSION AND IMPLICATIONS OF KEY FINDINGS
Prevalence of burnout reported by physiotherapists appears high worldwide, in particular in developing countries, and compares with that reported by nurses and physicians. Substantial heterogeneity in the prevalence of burnout, in its definition and assessment methods across studies, and limited quality of most studies precludes drawing definitive conclusions.
SYSTEMATIC REVIEW REGISTRATION NUMBER
PROSPERO CRD42022307876 CONTRIBUTION OF THE PAPER.
PubMed: 38943718
DOI: 10.1016/j.physio.2024.01.007 -
Journal of the Korean Association of... Jun 2024Dentoalveolar (DA) trauma, which can involve tooth, alveolar bone, and surrounding soft tissues, is a significant dentofacial emergency. In emergency settings,...
Dentoalveolar (DA) trauma, which can involve tooth, alveolar bone, and surrounding soft tissues, is a significant dentofacial emergency. In emergency settings, physicians might lack comprehensive knowledge of timely procedures, causing delays for specialist referral. This systematic review assesses the literature on isolated DA fractures, emphasizing intervention timing and splinting techniques and duration in both children and adults. This systematic review adhered to PRISMA guidelines and involved a thorough search across PubMed, Google Scholar, Semantic Scholar, and the Cochrane Library from January 1980 to December 2022. Inclusion and exclusion criteria guided study selection, with data extraction and analysis centered on demographics, etiology, injury site, diagnostics, treatment timelines, and outcomes in pediatric (2-12 years) and adult (>12 years) populations. This review analyzed 26 studies, categorized by age into pediatrics (2-12 years) and adults (>12 years). Falls were a common etiology, primarily affecting the anterior maxilla. Immediate management involved replantation, repositioning, and splinting within 24 hours (pediatric) or 48 hours (adult). Composite resin-bonded splints were common. Endodontic treatment was done within a timeframe of 3 days to 12 weeks for children and 2-12 weeks for adults. Tailored management based on patient age, tooth development stage, time elapsed, and resource availability is essential.
PubMed: 38940648
DOI: 10.5125/jkaoms.2024.50.3.123 -
Annals of the Academy of Medicine,... Mar 2024Automated machine learning (autoML) removes technical and technological barriers to building artificial intelligence models. We aimed to summarise the clinical... (Review)
Review
INTRODUCTION
Automated machine learning (autoML) removes technical and technological barriers to building artificial intelligence models. We aimed to summarise the clinical applications of autoML, assess the capabilities of utilised platforms, evaluate the quality of the evidence trialling autoML, and gauge the performance of autoML platforms relative to conventionally developed models, as well as each other.
METHOD
This review adhered to a prospectively registered protocol (PROSPERO identifier CRD42022344427). The Cochrane Library, Embase, MEDLINE and Scopus were searched from inception to 11 July 2022. Two researchers screened abstracts and full texts, extracted data and conducted quality assessment. Disagreement was resolved through discussion and if required, arbitration by a third researcher.
RESULTS
There were 26 distinct autoML platforms featured in 82 studies. Brain and lung disease were the most common fields of study of 22 specialties. AutoML exhibited variable performance: area under the receiver operator characteristic curve (AUCROC) 0.35-1.00, F1-score 0.16-0.99, area under the precision-recall curve (AUPRC) 0.51-1.00. AutoML exhibited the highest AUCROC in 75.6% trials; the highest F1-score in 42.3% trials; and the highest AUPRC in 83.3% trials. In autoML platform comparisons, AutoPrognosis and Amazon Rekognition performed strongest with unstructured and structured data, respectively. Quality of reporting was poor, with a median DECIDE-AI score of 14 of 27.
CONCLUSION
A myriad of autoML platforms have been applied in a variety of clinical contexts. The performance of autoML compares well to bespoke computational and clinical benchmarks. Further work is required to improve the quality of validation studies. AutoML may facilitate a transition to data-centric development, and integration with large language models may enable AI to build itself to fulfil user-defined goals.
Topics: Humans; Machine Learning; Lung Diseases; ROC Curve; Brain Diseases; Area Under Curve
PubMed: 38920245
DOI: 10.47102/annals-acadmedsg.2023113 -
BMC Pregnancy and Childbirth Jun 2024This review aimed to provide healthcare professionals with a scientific summary of best available research evidence on factors influencing respectful perinatal care. The... (Review)
Review
BACKGROUND
This review aimed to provide healthcare professionals with a scientific summary of best available research evidence on factors influencing respectful perinatal care. The review question was 'What were the perceptions of midwives and doctors on factors that influence respectful perinatal care?'
METHODS
A detailed search was done on electronic databases: EBSCOhost: Medline, OAlster, Scopus, SciELO, Science Direct, PubMed, Psych INFO, and SocINDEX. The databases were searched for available literature using a predetermined search strategy. Reference lists of included studies were analysed to identify studies missing from databases. The phenomenon of interest was factors influencing maternity care practices according to midwives and doctors. Pre-determined inclusion and exclusion criteria were used during selection of potential studies. In total, 13 studies were included in the data analysis and synthesis. Three themes were identified and a total of nine sub-themes.
RESULTS
Studies conducted in various settings were included in the study. Various factors influencing respectful perinatal care were identified. During data synthesis three themes emerged namely healthcare institution, healthcare professional and women-related factors. Alongside the themes were sub-themes human resources, medical supplies, norms and practices, physical infrastructure, healthcare professional competencies and attributes, women's knowledge, and preferences. The three factors influence the provision of respectful perinatal care; addressing them might improve the provision of this care.
CONCLUSION
Addressing factors that influence respectful perinatal care is vital towards the prevention of compromised patient care during the perinatal period as these factors have the potential to accelerate or hinder provision of respectful care.
Topics: Humans; Perinatal Care; Female; Pregnancy; Attitude of Health Personnel; Developing Countries; Respect; Midwifery; Health Personnel; Physicians
PubMed: 38914945
DOI: 10.1186/s12884-024-06625-6 -
Ophthalmology and Therapy Jun 2024We conducted a systematic review of research in artificial intelligence (AI) for retinal fundus photographic images. We highlighted the use of various AI algorithms,... (Review)
Review
We conducted a systematic review of research in artificial intelligence (AI) for retinal fundus photographic images. We highlighted the use of various AI algorithms, including deep learning (DL) models, for application in ophthalmic and non-ophthalmic (i.e., systemic) disorders. We found that the use of AI algorithms for the interpretation of retinal images, compared to clinical data and physician experts, represents an innovative solution with demonstrated superior accuracy in identifying many ophthalmic (e.g., diabetic retinopathy (DR), age-related macular degeneration (AMD), optic nerve disorders), and non-ophthalmic disorders (e.g., dementia, cardiovascular disease). There has been a significant amount of clinical and imaging data for this research, leading to the potential incorporation of AI and DL for automated analysis. AI has the potential to transform healthcare by improving accuracy, speed, and workflow, lowering cost, increasing access, reducing mistakes, and transforming healthcare worker education and training.
PubMed: 38913289
DOI: 10.1007/s40123-024-00981-4 -
Current Status and Role of Artificial Intelligence in Anorectal Diseases and Pelvic Floor Disorders.JSLS : Journal of the Society of... 2024Anorectal diseases and pelvic floor disorders are prevalent among the general population. Patients may present with overlapping symptoms, delaying diagnosis, and... (Review)
Review
BACKGROUND
Anorectal diseases and pelvic floor disorders are prevalent among the general population. Patients may present with overlapping symptoms, delaying diagnosis, and lowering quality of life. Treating physicians encounter numerous challenges attributed to the complex nature of pelvic anatomy, limitations of diagnostic techniques, and lack of available resources. This article is an overview of the current state of artificial intelligence (AI) in tackling the difficulties of managing benign anorectal disorders and pelvic floor disorders.
METHODS
A systematic literature review was performed according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. We searched the PubMed database to identify all potentially relevant studies published from January 2000 to August 2023. Search queries were built using the following terms: AI, machine learning, deep learning, benign anorectal disease, pelvic floor disorder, fecal incontinence, obstructive defecation, anal fistula, rectal prolapse, and anorectal manometry. Malignant anorectal articles and abstracts were excluded. Data from selected articles were analyzed.
RESULTS
139 articles were found, 15 of which met our inclusion and exclusion criteria. The most common AI module was convolutional neural network. researchers were able to develop AI modules to optimize imaging studies for pelvis, fistula, and abscess anatomy, facilitated anorectal manometry interpretation, and improved high-definition anoscope use. None of the modules were validated in an external cohort.
CONCLUSION
There is potential for AI to enhance the management of pelvic floor and benign anorectal diseases. Ongoing research necessitates the use of multidisciplinary approaches and collaboration between physicians and AI programmers to tackle pressing challenges.
Topics: Humans; Pelvic Floor Disorders; Artificial Intelligence; Rectal Diseases; Anus Diseases; Manometry; Fecal Incontinence
PubMed: 38910957
DOI: 10.4293/JSLS.2024.00007 -
American Journal of Obstetrics and... Jun 2024To evaluate the association between cannabis use during pregnancy and the risk for long-term neuropsychiatric pathology in the offspring. (Review)
Review
OBJECTIVE
To evaluate the association between cannabis use during pregnancy and the risk for long-term neuropsychiatric pathology in the offspring.
DATA SOURCES
MEDLINE, EMBASE, and Cochrane library databases were systematically searched until January 22, 2024, with no language or date restrictions.
STUDY ELIGIBILITY CRITERIA
Studies were eligible for inclusion if they reported quantitative data on any long-term neuropsychiatric outcome in offspring whose mothers used cannabis during pregnancy for medical or recreational use, by any route and at any trimester, in comparison to offspring of women who abstained from cannabis use during pregnancy. All observational study designs were included in the analysis.
STUDY APPRAISAL AND SYNTHESIS METHODS
A systematic review and meta-analysis were performed according to the PRISMA and MOOSE guidelines. The data was extracted independently by two reviewers. The following offspring outcomes were of interest: attention-deficit/ hyperactivity disorder (ADHD), autism spectrum disorder (ASD), depression, anxiety, psychotic disorders, as well as cannabis and other substance use. Odds ratios (OR) and 95% confidence intervals (CI) were pooled for each neuropsychiatric outcome in the offspring of women exposed to cannabis during pregnancy compared with non-exposed. Data were pooled using random-effects models.
RESULTS
Eighteen eligible observational studies were included in the systematic review, and seventeen were included in the final quantitative analysis, representing 534,445 participants. After adjusting for confounders, the pooled OR for ADHD was 1.13 (95% CI 1.01-1.26); for ASD, the pooled OR was 1.04 (95% CI 0.74-1.46); for psychotic symptoms, the pooled OR was 1.29 (95% CI 0.97-1.72); for anxiety, the pooled OR was 1.34 (95% CI 0.79-2.29); for depression, the pooled OR was 0.72 (95% CI 0.11-4.57); and for offspring's cannabis use the pooled OR was 1.20 (95% CI 1.01-1.42).
CONCLUSIONS
Prenatal cannabis exposure is not associated with an increased risk of ASD, psychotic symptoms, anxiety, or depression in offspring. However, it may slightly elevate the risk of ADHD and predispose offspring to cannabis consumption. Despite these findings, caution is warranted regarding cannabis use during pregnancy. Further research is imperative, especially given the increasing potency of cannabis in recent years.
PubMed: 38908654
DOI: 10.1016/j.ajog.2024.06.014 -
American Journal of Preventive Medicine Jun 2024As patients become increasingly involved in healthcare decision-making, it is important to examine the drivers behind patient choice of doctor (PCOD); the initial... (Review)
Review
INTRODUCTION
As patients become increasingly involved in healthcare decision-making, it is important to examine the drivers behind patient choice of doctor (PCOD); the initial decision can have lasting impacts on patients' trust in providers and outcomes. However, limited studies have explored PCOD relative to socioeconomic status (SES) or health disparity. This review identified similar preferences and varied decision criteria in PCOD across SES groups.
METHODS
PubMed, PsycINFO, Web of Science, and relevant cross-references were searched for articles published between January 2007-September 2022. Papers were screened using Covidence. Included studies examined PCOD by income and/or educational levels. Analysis was performed in 2022-2023.
RESULTS
From 4,449 search results, 29 articles were selected (16 countries, 14 medical specialties, total of 32,651 participants). Higher-SES individuals ranked physician characteristics (e.g., qualifications, empathy) or performance more important than cost or convenience. Lower-SES individuals often had to prioritize logistical factors (e.g., insurance coverage, distance) due to resource constraints and gaps in knowledge or awareness about options. Despite differing healthcare systems, such divergence in PCOD were relatively consistent across countries. Some patients, especially females and disadvantaged groups, favored gender-concordant physicians for intimate medical matters (e.g., gynecologist); this partiality was not limited to conservative cultures. Few researchers investigated the outcomes of PCOD and indicated that lower-SES populations inadvertently chose, experienced, or perceived lower quality care.
DISCUSSION
Patients' decision criteria varied by SES, even under national systems intended for universal access, indicating the impacts of social determinants and structural inequities. Health education supporting patient decision-making and research on how SES affects PCOD and outcomes could help reduce health disparity.
PubMed: 38906427
DOI: 10.1016/j.amepre.2024.06.012 -
Danish Medical Journal Jun 2024In orthopaedics, anterior cruciate ligament (ACL) reconstructions are among the most common surgical interventions. Two methods are preferably used: autografts from the... (Meta-Analysis)
Meta-Analysis
INTRODUCTION
In orthopaedics, anterior cruciate ligament (ACL) reconstructions are among the most common surgical interventions. Two methods are preferably used: autografts from the hamstring tendon (HT) or patella tendon (PT). The purpose of this meta-analysis was to compare these two methods when returning to sports.
METHODS
Eleven studies were included based on a literature search conducted in PubMed. The primary outcome was return to preinjury sport level in athletes. Post-operative results such as the Lysholm score, the International Knee Documentation Committee (IKDC) subjective score, the Tegner Activity Score and KT-1000 arthrometry and autograft re-rupture rates were analysed as secondary outcomes.
RESULTS
The analysis showed no significant difference in return to preinjury sports level at a two-year follow-up between patients operated with hamstring or patella autograft. Considering the secondary outcomes, no significant differences were recorded in Lysholm score, IKDC score or re-rupture rate. The Tegner Activity Scale demonstrated a significantly higher activity level in the PT group than in the HT group (OR 0.79, p = 0.003). At the two-year follow-up, the KT-1000 arthrometer analysis also showed a significant difference in laxity, which was higher for the HT autografts (OR -0.31, p = 0.02).
CONCLUSION
This study showed no significant differences between hamstring and patella autografts. Even so, the choice of method when operated for ACL rupture remains crucial for the individual and should be a weighted decision made jointly by the patient and the physician.
Topics: Humans; Return to Sport; Anterior Cruciate Ligament Reconstruction; Hamstring Tendons; Patellar Ligament; Anterior Cruciate Ligament Injuries; Autografts; Transplantation, Autologous; Treatment Outcome
PubMed: 38903025
DOI: 10.61409/A09230599 -
The British Journal of General Practice... Jun 2024Suicide is a major public health issue and is the leading cause of death of men under the age of 50 in the UK. Patients are more likely to visit their GP in the month...
BACKGROUND
Suicide is a major public health issue and is the leading cause of death of men under the age of 50 in the UK. Patients are more likely to visit their GP in the month leading up to a suicide attempt, thus highlighting the key role GPs play in suicide prevention.
AIM
The aim of this systematic scoping review was to explore the current qualitative research on GPs' perspectives of suicide prevention in primary care.
METHOD
This review was reported in accordance with PRISMA-ScR guidance. A three-step search strategy was used. Articles at full-text review were assessed for their inclusion in the study against predetermined eligibility criteria (English language, qualitative in nature, and a focus on GPs' perspectives of suicide prevention). Data was extracted using a standardised form and a narrative approach was used to describe the main themes elicited from the studies.
RESULTS
There were 2210 articles screened. Twelve studies from seven countries were included at full text review. The majority of studies used semi-structured interviews (=9) and transcripts were analysed using variations of thematic analysis. Four main themes were elicited from the included studies: challenges to managing suicidal behaviour, fragmented relationships with mental health services, personal attitudes of GPs regarding suicidal behaviour, and identified needs to improve suicide prevention in primary care.
CONCLUSION
The challenges experienced by GPs when managing suicidal behaviour are well documented. More work is needed to explore what approaches GPs find effective in managing suicidal behaviour, especially in younger patients.
Topics: Humans; Suicide Prevention; Attitude of Health Personnel; General Practitioners; Qualitative Research; Primary Health Care; Mental Health Services; Suicide
PubMed: 38902057
DOI: 10.3399/bjgp24X737433