Heuristic evaluation is a usability testing method aiming to improve the user interface design. Traditionally, a panel of experts in usability and human factor issues evaluate and judge the compliance of computer software according to recognized usability principles, the heuristics. In this paper, we investigate clinicians' attitudes towards learning and performing a heuristic evaluation and present the procedure of educating the healthcare staff and their accomplishment of the evaluation. 18 clinicians were recruited for a 2-hours education and filled in a post-education questionnaire regarding their opinions of the evaluation method when applied by clinicians. Six of the clinicians participated later in a heuristic evaluation of a web-based virtual health record,Their time spent for evaluation and analysis of results was approximately four hours each. Opinions from the six "clinical evaluators" were gathered in an post-evaluation form and compared to the post-education questionnaire. The results of 18 clinicians indicate that there is an interest in learning and participating in such evaluations. Our interpretation is that it is feasible to educate healthcare staff to perform rapid usability inspections to locate usability defects and additionally emphasize the domain specific problems residing in health information systems.
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J Exp Psychol Learn Mem Cogn
December 2024
Seeburg Castle University, Faculty of Management.
Contingency assessment is a major module of adaptive cognition and a prominent topic of ecological rationality. Virtually all influential theories assume that contingency estimates between Y and X are inferred from subjective conditional probabilities of focal Y levels given different X levels, p ( Y focal | X different levels ) . Yet, conditional probabilities are cognitively demanding, as Yfocal must be assessed separately for all levels of Xdifferent level.
View Article and Find Full Text PDFJ Med Internet Res
January 2025
Virginia Commonwealth University, Richmond, VA, United States.
Health care is undergoing a "revolution," where patients are becoming consumers and armed with apps, consumer review scores, and, in some countries, high out-of-pocket costs. Although economic analyses and health technology assessment (HTA) have come a long way in their evaluation of the clinical, economic, ethical, legal, and societal perspectives that may be impacted by new technologies and procedures, these approaches do not reflect underlying patient preferences that may be important in the assessment of "value" in the current value-based health care transition. The major challenges that come with the transformation to a value-based health care system lead to questions such as "How are economic analyses, often the basis for policy and reimbursement decisions, going to switch from a societal to an individual perspective?" and "How do we then assess (economic) value, considering individual preference heterogeneity, as well as varying heuristics and decision rules?" These challenges, related to including the individual perspective in cost-effectiveness analysis (CEA), have been widely debated.
View Article and Find Full Text PDFNat Commun
January 2025
Chair for Bioinformatics, Institute for Computer Science, Friedrich Schiller University Jena, Jena, Germany.
Small molecule machine learning aims to predict chemical, biochemical, or biological properties from molecular structures, with applications such as toxicity prediction, ligand binding, and pharmacokinetics. A recent trend is developing end-to-end models that avoid explicit domain knowledge. These models assume no coverage bias in training and evaluation data, meaning the data are representative of the true distribution.
View Article and Find Full Text PDFPhys Life Rev
January 2025
Institute of Intelligent Systems and Robotics, CNRS, Sorbonne University, Paris, France.
The pursuit of artificial consciousness requires conceptual clarity to navigate its theoretical and empirical challenges. This paper introduces a composite, multilevel, and multidimensional model of consciousness as a heuristic framework to guide research in this field. Consciousness is treated as a complex phenomenon, with distinct constituents and dimensions that can be operationalized for study and for evaluating their replication.
View Article and Find Full Text PDFInt J Med Inform
December 2024
Department of Health Science and Technology, Aalborg University, Selma Lagerløfs Vej 249, 9260 Gistrup, Denmark; Data Science, Novo Nordisk A/S, Søborg, Denmark. Electronic address:
Background And Aim: The progressive nature of type 2 diabetes often, in time, necessitates basal insulin therapy to achieve glycemic targets. However, despite standardized titration algorithms, many people remain poorly controlled after initiating insulin therapy, leading to suboptimal glycemic control and complications. Both healthcare professionals and people with type 2 diabetes have expressed the need for novel tools to aid in this process.
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