Commentary on: Higgins O, Short BL, Chalup SK, et al. Artificial intelligence (AI) and machine learning (ML) based decision support systems in mental health: an integrative review. Int J Ment Health Nurs 2023 [Epub ahead of print 6 Feb 2023]. doi: 10.1111/inm.13114.
The introduction of artificial intelligence (AI)-based decision support systems (DSS) in mental healthcare is at a very early stage. For DSS to be relevant and cost-effective, clinicians must participate at all stages of development, from project specification to evaluation.
This integrative review
Commentary on: Alahmad B, Khraishah H, Royé D, Vicedo-Cabrera AM, Guo Y, Papatheodorou SI, Achilleos S, Acquaotta F, Armstrong B, Bell ML, Pan SC, de Sousa Zanotti Stagliorio Coelho M, Colistro V, Dang TN, Van Dung D, De' Donato FK, Entezari A, Guo YL, Hashizume M, Honda Y, Indermitte E, Íñiguez C, Jaakkola JJK, Kim H, Lavigne E, Lee W, Li S, Madureira J, Mayvaneh F, Orru H, Overcenco A, Ragettli MS, Ryti NRI, Saldiva PHN, Scovronick N, Seposo X, Sera F, Silva SP, Stafoggia M, Tobias A, Garshick E, Bernstein AS, Zanobetti A, Schwartz J, Gasparrini A, Koutrakis P. Associations Between Extreme Temperatures and Cardiovascular Cause-Specific Mortality: Results From 27 Countries. Circulation. 2023 Jan 3;147(1):35-46. doi: 10.1161/CIRCULATIONAHA.122.061832. Epub 2022 Dec 12.
Nurses need to be aware that extreme temperatures—whether hot or cold—increase the likelihood of death from cardiovascular causes. More...
Researchers often refer to the type of ‘reasoning’ that they have used to support their analysis and reach conclusions within their study. For example, Krick and colleagues completed a study that supported the development of an outcome framework for measuring the effectiveness of digital nursing technologies.
This article will explore inductive and deductive reasoning and their place in nursing research. We will also explore a third approach to reasoning—abductive reasoning—which is arguably less well-known than induction and deduction, but just as prevalent and important in nursing practice and nursing research.
Induction, or inductive reasoning, involves the identification of cues and the collection of data to develop general...
Commentary on: Bansal N, Karlsen S, Sashidharan SP, Cohen R, Chew-Graham CA, Malpass A. Understanding ethnic inequalities in mental healthcare in the UK: A meta-ethnography. PLoS Med. 2022 Dec 13;1912:e1004139. doi: 10.1371/journal.pmed.1004139.
Mental health service providers need to listen to the voices of ethnic minorities to offer services that align with their needs and experiences and reduce mental health disparities. Research should evaluate the effectiveness of alternative approaches to, and co-production of, biomedical mental healthcare for specific ethnic minority groups.
Mental health disparities are well documented in the UK, despite free access to healthcare. Individuals from minoritised ethnic groups are more likely than white British individuals to: suffer from undiagnosed and untreated mental illness; access healthcare via crisis pathways (and less likely to access via primary care); and receive a diagnosis of severe mental illness. This is costly...