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Objective: The Sydney Health Literacy Lab (SHeLL) Editor is an online text-editing tool that provides real-time assessment and feedback on written health information (assesses grade reading score, complex language, passive voice). This study aimed to explore how the design could be further enhanced to help health information providers interpret and act on automated feedback.
Methods: The prototype was iteratively refined across four rounds of user-testing with health services staff ( = 20). Participants took part in online interviews and a brief follow-up survey using validated usability scales (System Usability Scale, Technology Acceptance Model). After each round, Yardley's (2021) optimisation criteria guided which changes would be implemented.
Results: Participants rated the Editor as having adequate usability (M = 82.8 out of 100, SD = 13.5). Most modifications sought to reduce information overload (e.g. simplifying instructions for new users) or make feedback motivating and actionable (e.g. using frequent incremental feedback to highlight changes to the text altered assessment scores).
Conclusion: terative user-testing was critical to balancing academic values and the practical needs of the Editor's target users. The final version emphasises actionable real-time feedback and not just assessment.
Innovation: The Editor is a new tool that will help health information providers apply health literacy principles to written text.
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http://dx.doi.org/10.1016/j.pecinn.2023.100162 | DOI Listing |
J Nurs Scholarsh
September 2025
Bern University of Applied Sciences, Department of Health Professions, Bern, Switzerland.
Introduction: The climate crisis impacts global health and is exacerbated by the healthcare sector's emissions. Nurses, as the largest professional group, are key to promoting climate-resilient, low-carbon health systems. Integrating climate change and sustainable development into nursing education is crucial, yet gaps remain in understanding their representation in curricula and practice.
View Article and Find Full Text PDFInt J Obstet Anesth
August 2025
Department of Liver Transplant Anaesthesia, Institute of Liver and Biliary Sciences, New Delhi, India.
Background: Epidural analgesia is the gold standard for labor pain relief, yet performing patient education remains challenging due to time constraints, language barriers, and variable health literacy. Traditional educational approaches often fail to ensure adequate patient understanding. Artificial intelligence (AI) interactive avatars offer a novel solution for delivering standardized, empathetic, and accessible patient education.
View Article and Find Full Text PDFJ Public Health (Oxf)
September 2025
Alte University, International School of Medicine, 2 University St, Tbilisi, Georgia, 0177.
Background: Parental vaccine hesitancy (VH) remains a public health concern in Georgia, where misinformation and distrust continue to hinder routine childhood immunization. VH is shaped by psychological, sociocultural, and informational factors, including trust in science, public authorities, and religious institutions. This study examined whether trust-related variables were stronger predictors of VH than traditional sociodemographic characteristics.
View Article and Find Full Text PDFPatient Educ Couns
August 2025
Department of Medical Nursing, Faculty of Nursing, Chiang Mai University, Chiang Mai, Thailand. Electronic address:
Objective: To evaluate the efficacy of an individual and family health literacy enhancement program for older adults with hypertension and Type 2 diabetes.
Methods: A total of 140 community participants were randomly assigned to either the individual and family health literacy enhancement program group (n = 70) or the usual care group (n = 70). Outcomes were measured at baseline, at 2-month follow-up (self-management), and at 3-month follow-up (treatment burden, symptom burden).
Am J Health Promot
September 2025
Faculty of Health, Southern Cross University, Coffs Harbour, NSW, Australia.
ObjectiveThis scoping review aimed to synthesise research on the relationships between health literacy and adherence to physical activity guidelines in adults.Data SourceA search of MEDLINE, ProQuest, Scopus, CINAHL, Web of Science (Core Collection), PubMed, and PsycINFO was conducted using keywords. Observational and intervention studies written in English were reviewed.
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