Through in-depth interviews, this qualitative study explored the perceptions of seven teachers of students who are d/Deaf and hard of hearing (D/HH) regarding inclusive and interpreted education. The findings revealed central themes of concern including inadequate support in inclusive placements, communication modality mismatches, and insufficient quality of interpreted education. The teachers' experiences underscore the need for more comprehensive educational support systems and the development of robust support mechanisms to effectively navigate the challenges of inclusive placements for students who are D/HH. Specifically, further attention must be given to improving the qualifications, training, support, and supervision of educational interpreters facilitating education in inclusive settings. These findings have implications for multiple stakeholders, including policymakers, educators, and supportive personnel involved in shaping inclusive education practices to ensure equitable access and the creation of supportive spaces where all students can thrive.
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http://dx.doi.org/10.1353/aad.2024.a937173 | DOI Listing |
Int J Circumpolar Health
December 2025
Pediatric Medicine Children's Hospital of Eastern Ontario, Associate Professor of Pediatrics, University of Ottawa, Ottawa, ON, Canada.
We aimed to characterise the medical and social complexities experienced by Inuit children and their families from Nunavut who were cared for at a general paediatrics clinic at an urban tertiary-level hospital located in Eastern Ontario. A retrospective chart review of this cohort was completed between 2016 and 2019. Two independent reviewers extracted data from charts.
View Article and Find Full Text PDFHealth Serv Res
January 2025
Brookdale Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
Objective: To examine the extent of segregation between hospitals for Medicare beneficiaries by race, ethnicity, and dual-eligible status over time.
Data Sources And Study Setting: We used Medicare inpatient hospital provider data for fee-for-service (FFS) beneficiaries, and the Dartmouth Atlas of Health Care from 2013 to 2021 nationwide, for hospital referral regions (HRRs), and for and hospital service areas (HSAs).
Study Design: We conducted time trend analysis with dissimilarity indices (DIs) for Black (DI-Black), Hispanic (DI-Hispanic), non-White (including Black, Hispanic, and other non-White) (DI-non-White), and dual-eligible (DI-Dual) beneficiaries.
Sensors (Basel)
January 2025
School of Mathematics, Physics and Computing, University of Southern Queensland, Springfield, QLD 4300, Australia.
Objective: In this paper, we explore the correlation between performance reporting and the development of inclusive AI solutions for biomedical problems. Our study examines the critical aspects of bias and noise in the context of medical decision support, aiming to provide actionable solutions. Contributions: A key contribution of our work is the recognition that measurement processes introduce noise and bias arising from human data interpretation and selection.
View Article and Find Full Text PDFSensors (Basel)
December 2024
Instituto de Inovação Tecnológica-IIT, Universidade de Pernambuco-UPE R. Min. Mario Andreaza, s/n-Várzea, Recife 50950-050, PE, Brazil.
Integrating Machine Learning (ML) in industrial settings has become a cornerstone of Industry 4.0, aiming to enhance production system reliability and efficiency through Real-Time Fault Detection and Diagnosis (RT-FDD). This paper conducts a comprehensive literature review of ML-based RT-FDD.
View Article and Find Full Text PDFFoods
December 2024
Institute of Bioengineering, Research Center of Biotechnology of the Russian Academy of Sciences, 119071 Moscow, Russia.
In winemaking, malolactic fermentation (MLF), which converts L-malic acid to L-lactic acid, is often applied after the alcoholic fermentation stage to improve the sensory properties of the wine and its microbiological stability. MLF is usually performed by lactic acid bacteria, which, however, are sensitive to the conditions of alcoholic fermentation. Therefore, the development of wine yeast strains capable of both alcoholic fermentation and MLF is an important task.
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