Objective: Although clinical decision support systems (CDSS) have many benefits for clinical practice, they also have several barriers to their acceptance by professionals. Our objective in this study was to design and validate The palliative care (PC) CDSS through a user-centred method, considering the predictions of the artificial intelligence (AI) core, usability and user experience (UX).
Methods: We performed two rounds of individual evaluation sessions with potential users. Each session included a model evaluation, a task test and a usability and UX assessment.
Results: The machine learning (ML) predictive models outperformed the participants in the three predictive tasks. System Usability Scale (SUS) reported 62.7 ± 14.1 and 65 ± 26.2 on a 100-point rating scale for both rounds, respectively, while User Experience Questionnaire - Short Version (UEQ-S) scores were 1.42 and 1.5 on the -3 to 3 scale.
Conclusions: The think-aloud method and including the UX dimension helped us to identify most of the workflow implementation issues. The system has good UX hedonic qualities; participants were interested in the tool and responded positively to it. Performance regarding usability was modest but acceptable.
Download full-text PDF |
Source |
|---|---|
| http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9837281 | PMC |
| http://dx.doi.org/10.1177/20552076221150735 | DOI Listing |
Publication Analysis
Top Keywords
Similar Publications
An Automated Clinical Laboratory Decision Support System for Test Utilization, Medical Necessity Verification and Payment Processing.
Interact J Med Res
January 2025
University of California, San Francisco, Department of Laboratory Medicine, San Francisco, US.
Physicians could improve the efficiency of the healthcare system if a reliable resource were available to aid them in better understanding, selecting, and interpreting the diagnostic laboratory tests. It has been well established and widely recognized that (a) laboratory testing provides 70-85% of the objective data that physicians use in diagnosis and treatment of their patients, (b) orders for laboratory tests in the U.S.
View Article and Find Full Text PDFThe role of genetic sequencing in the diagnostic work-up for chronic immune thrombocytopenia.
Blood Adv
January 2025
Centre for Haematology, Department of Immunology and Inflammation, Imperial College London, London, United Kingdom, London, United Kingdom.
Immune Thrombocytopenia (ITP) is a heterogenous autoimmune disorder diagnosed by excluding other conditions. Misdiagnosis of primary ITP occurs in patients with inherited thrombocytopenia and primary immunodeficiency syndromes. This study investigates whether genetic testing for inherited thrombocytopenia or primary immunodeficiency can enhance diagnostic accuracy in ITP, and guide treatment strategies.
View Article and Find Full Text PDFProgram Director and Nephrology Fellow Perception of Home Hemodialysis Education in the United States.
Kidney360
November 2024
Nephrology Service, Department of Medicine, Walter Reed National Military Medical Center, Bethesda, MD.
Background: Public policy focuses on increasing the prevalence of home dialysis. Home hemodialysis (HHD) education and comfort with the procedure are significant barriers to increasing prevalence. This study examines nephrology fellowship didactic curriculum, training program infrastructure and barriers identified by both program directors and trainees.
View Article and Find Full Text PDFPrehospital Interventions to Reduce Discomfort From Spinal Immobilization in Adult Trauma Patients: A Scoping Review.
J Trauma Nurs
January 2025
Author Affiliations: Department of Community Medicine, Information and Health Decision Sciences, University of Porto, Porto, Portugal (Dr Mota); Health School, Polytechnic Institute of Viseu, Viseu, Portugal (Drs Mota, Santos, and Cunha); Health Sciences Research Unit: Nursing (UICISA: E), Coimbra, Portugal (Drs Mota and Cunha); CINTESIS@RISE - Center for Health Technology and Services Research, University of Porto, Porto, Portugal (Drs Mota and Santos); Academic Clinical Centre of Beiras, Covilhã, Portugal (Drs Mota and Cunha); Abel Salazar Institute of Biomedical Sciences, University of Porto, Porto, Portugal (Drs Melo and Santos); Portugal Centre for Evidence-Based Practice: A Joanna Briggs Institute Centre of Excellence, Coimbra, Portugal (Dr Santos); Hospital São Teotónio, Tondela Viseu Hospital Centre, Viseu, Portugal (Dr Abrantes); Santa Casa da Misericórdia de Seia, Seia, Portugal (Dr Monteiro); and Nursing School of Porto, Porto, Portugal (Dr Santos).
Background: Spinal immobilization, a widely used trauma prehospital intervention, is known to cause discomfort, yet little is known about interventions to reduce this discomfort.
Objective: This scoping review aims to evaluate prehospital interventions to reduce discomfort from spinal immobilization in adult trauma patients.
Method: This scoping review assessed prehospital pharmacological and nonpharmacological interventions to address discomfort from spinal immobilization in adult trauma patients.
Wearable devices may aid the recognition of fluctuation-related pain in Parkinson's disease-An exploratory, cross-sectional analysis of two prospective observational studies.
PLoS One
January 2025
Institute of Psychiatry, Psychology & Neuroscience at King's College London, London, United Kingdom.
Fluctuation-related pain (FRP) affects more than one third of people with Parkinson's disease (PwP, PD) and has a harmful effect on health-related quality of life (HRQoL), but often remains under-reported by patients and neglected by clinicians. The National Institute for Health and Care Excellence (NICE) recommends The Parkinson KinetiGraphTM (the PKGTM) for remote monitoring of motor symptoms. We investigated potential links between the PKGTM-obtained parameters and clinical rating scores for FRP in PwP in an exploratory, cross-sectional analysis of two prospective studies: "The Non-motor International Longitudinal, Real-Life Study in PD-NILS" and "An observational-based registry of baseline PKG™ in PD-PKGReg".
View Article and Find Full Text PDFWant AI Summaries of new PubMed Abstracts delivered to your In-box?
Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!