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Tackling algorithmic bias and promoting transparency in health datasets: the STANDING Together consensus recommendations.
Lancet Digit Health
January 2025
University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK; National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, Birmingham, UK; Centre for Patient Reported Outcomes Research, School of Health Sciences, College of Medical and Dental Sciences, Birmingham, UK; University of Birmingham, Birmingham, UK. Electronic address:
Article Synopsis
- There is a significant risk of reinforcing existing health inequalities in AI health technologies due to biases, primarily stemming from the datasets used.
- The STANDING Together recommendations focus on transparency in health datasets and proactive evaluation of their impacts on different population groups, informed by a comprehensive research process with over 350 global contributors.
- The 29 recommendations are divided into guidance for documenting health datasets and strategies for using them, aiming to identify and reduce algorithmic biases while promoting awareness of the inherent limitations in all datasets.
A qualitative reflexive thematic analysis of innovation and regulation in hearing health care.
BMC Med
September 2024
Centre for Patient Reported Outcome Research, Department of Applied Health Sciences, University of Birmingham, Birmingham, UK.
Background: The hearing health sector is an example of a health sector that is experiencing a period of rapid innovation driven by digital technologies. These innovations will impact the types of interventions and services available to support the communication of deaf and hard-of-hearing individuals. This study explored the perceptions of informed participants on the topic of innovation and regulation within hearing healthcare in Australia and the United Kingdom (UK).
View Article and Find Full Text PDFTackling unmanaged oropharyngeal dysphagia in primary care: a behavioural science realist review of interventions.
BMJ Open
August 2024
School of Healthcare, University of Leicester College of Life Sciences, Leicester, UK
Introduction: Oropharyngeal dysphagia (OD) is difficulty manipulating a food bolus from the mouth to the throat. Up to 70% of older adults develop OD; however, it is unmanaged in primary care, leading to avoidable hospitalisation.
Objective: This behavioural science realist review aimed to develop programme theories to describe how interventions facilitate primary care healthcare professionals (HCPs) to proactively manage OD.
Needs & networks: understanding the role and impact of social networks on HIV (self-)testing among GBMSM and trans people in England and Wales.
BMC Public Health
July 2024
Institute for Global Health, University College London, Royal Free Hospital, Rowland Hill Street, NW3 2PF, London, UK.
Article Synopsis
- This study looks at how HIV self-testing can help gay, bisexual men, and trans people based on their social connections.
- It analyzed interviews from 2015 to 2020 to see what support these individuals need for HIV testing.
- Four groups were identified based on their needs and support: those needing help, those wanting privacy, those with support, and those confident in managing risks on their own.
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