To describe and critique a systematic multidisciplinary approach to user engagement, and selection and evaluation of sensor technologies for development of a sensor-based Digital Toolkit for assessment of movement in children with cerebral palsy (CP). A sequential process was employed comprising three steps: Step 1: define user requirements, by identifying domains of interest; Step 2: map domains of interest to potential sensor technologies; and Step 3: evaluate and select appropriate sensors to be incorporated into the Digital Toolkit. The process employed a combination of principles from frameworks based in either healthcare or technology design. A broad range of domains were ranked as important by clinicians, patients and families, and industry users. These directly informed the device selection and evaluation process that resulted in three sensor-based technologies being agreed for inclusion in the Digital Toolkit, for use in a future research study. This report demonstrates a systematic approach to user engagement and device selection and evaluation during the development of a sensor-based solution to a healthcare problem. It also provides a narrative on the benefits of employing a multidisciplinary approach throughout the process. This work uses previous frameworks for evaluating sensor technologies and expands on the methods used for user engagement.
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http://dx.doi.org/10.3389/fdgth.2021.692112 | DOI Listing |
Health Psychol Behav Med
January 2025
Department of Psychology, Northumbria University, Newcastle upon Tyne, UK.
Background: Sunburn and intermittent sun exposure elevate melanoma skin cancer risk. Sun protection behaviours, including limiting sun exposure, seeking shade, wearing protective gear, and using sunscreen, help mitigate excessive sun exposure. Smartphone apps present a promising platform to enhance these behaviours.
View Article and Find Full Text PDFScientificWorldJournal
January 2025
Department of Computer Science and Information Technology, Siksha 'O' Anusandhan Deemed to be University, Bhubaneswar, India.
In today's data-intensive atmosphere, performance evaluation in the banking industry depends on timely and accurate insights, leading to better decision making and operational efficiency. Traditional methods for assessing bank performance often need to be improved to handle the volume, velocity, and variety of data generated in real time. This study proposes an event-driven approach for performance evaluation in banking alongside a Hadoop-based architecture.
View Article and Find Full Text PDFDementia (London)
January 2025
Centre for Ageing Research and Translation, Faculty of Health, University of Canberra, Bruce, ACT, Australia.
Reminiscence is a meaningful activity for people with dementia, but research implementing digital reminiscence tools into environments with older people is not well developed. This project sought to understand the effectiveness of a digital reminiscence tool in aiding person-centred dementia care with people attending a day respite centre and a group residential home, in metropolitan eastern Australia. This study used semi-structured interviews and ethnographic observations using a qualitative reflexive thematic analysis with seventeen participants including people with dementia ( = 8), their loved ones ( = 5) and staff = 4) Themes identified were: 1.
View Article and Find Full Text PDFJ Environ Manage
January 2025
Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, NY, USA.
Background: Air pollution is a major public health threat globally. Health studies, regulatory actions, and policy evaluations typically rely on air pollutant concentrations from single exposure models, assuming accurate estimations and ignoring related uncertainty. We developed a modeling framework, bneR, to apply the Bayesian Nonparametric Ensemble (BNE) prediction model that combines existing exposure models as inputs to provide air pollution estimates and their spatio-temporal uncertainty.
View Article and Find Full Text PDFJ Neural Eng
January 2025
Department of Psychology, Julius-Maximilians-Universitat Wurzburg, Marcusstrasse 9-11, 97070 Würzburg, Germany, Würzburg, 97070, GERMANY.
Objective: Brain-computer interfaces (BCIs) can support non-muscular communication and device control for severely paralyzed people. However, efforts that directly involve potential or actual end-users and address their individual needs are scarce, demonstrating a translational gap. An online BCI forum supported by the BCI Society could initiate and sustainably strengthen interactions between BCI researchers and end-users to bridge this gap.
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