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This paper, the 6th in a series about the level of access afforded to students who use educational interpreters, examines the intelligibility of messages produced by Conceptually Accurate Signed English (CASE) transliterators. Eight highly skilled receivers of CASE evaluated the intelligibility of messages that varied in accuracy and lag time. Results of intelligibility tests showed that (1) overall intelligibility (40%) was considerably lower than average accuracy (58%), (2) accuracy played a smaller role than expected in intelligibility, and (3) the relationship between accuracy and intelligibility likelihood was roughly sigmoidal in shape, with intelligibility likelihood falling fastest as accuracy drops below 65%. Mouthing was the primary factor in intelligibility of all words in the message, explaining 24% of the variance; accuracy accounted for another 6%. The roles were reversed for key words (accuracy accounted for 15% of variance; mouthing explained 6%). Lag time had no contribution after accounting for accuracy and mouthing, but utterances with lag times between 0.5 and 1.5 s were most likely to exceed 70% intelligibility. Future work should investigate sources of transliterator variability (e.g., speechreadability, presentation rate) and other communication options (e.g., American Sign Language) in order to ensure accessibility for all students who use educational interpreters.
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http://dx.doi.org/10.1093/jdsade/enaf054 | DOI Listing |
Environ Epidemiol
October 2025
School of Tropical Medicine and Global Health, Nagasaki University, Nagasaki, Japan.
Background: Seasonal variation in mortality results from a combination of environmental, biological, and social factors, with ambient temperature recognized as a key contributor. However, comprehensive assessments disentangling temperature effects from other seasonal influences across a broad range of mortality causes remain limited. This study aimed to quantify and compare the mortality burden attributable to ambient temperature and broader seasonal variation across major causes of death in Spain.
View Article and Find Full Text PDFCureus
August 2025
Division of International Health, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, JPN.
Introduction Rotavirus is the principal pathogen responsible for acute gastroenteritis and severe diarrhea in children worldwide and remains a significant public health threat. However, studies on the association between rotavirus gastroenteritis epidemics and meteorological factors in Japan are still scarce. In this study, we aimed to quantify the short-term effects of meteorological factors on the incidence of rotavirus gastroenteritis in Japan using advanced time-series modeling approaches.
View Article and Find Full Text PDFNPJ Antimicrob Resist
September 2025
Department of Systems Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA.
Studying how antibacterials operate at subinhibitory concentrations reveals how they impede normal growth. While previous works demonstrated drugs can impact multiple aspects of growth, such as prolonging the doubling time or reducing the maximal bacterial load, a systematic understanding of this phenomenon is lacking. It remains unknown if common principles dictate how drugs interfere with growth.
View Article and Find Full Text PDFJ Med Internet Res
September 2025
Artificial Intelligence and Mathematical Modeling Lab, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.
Background: The H5N1 avian influenza A virus represents a serious threat to both animal and human health, with the potential to escalate into a global pandemic. Effective monitoring of social media during H5N1 avian influenza outbreaks could potentially offer critical insights to guide public health strategies. Social media platforms like Reddit, with their diverse and region-specific communities, provide a rich source of data that can reveal collective attitudes, concerns, and behavioral trends in real time.
View Article and Find Full Text PDFOverview: We analysed Australian Immunisation Register (AIR) data, predominantly for National Immunisation Program funded vaccines, as at 2 April 2023 for children, adolescents and adults, focusing on the calendar year 2022 and on trends from previous years. This report aims to provide comprehensive analysis and interpretation of vaccination coverage data to inform immunisation policy and programs.
Children: Fully vaccinated coverage in Australian children in 2022 was 0.