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Judgement analysis of case severity and future risk of disability regarding chronic low back pain by general practitioners in Ireland

Chronic low back pain is a major healthcare burden that has wide ranging effects on the individual, their family, society and the workplace. However, appropriate management and treatment is often difficult, as a majority of cases are non-specific in terms of underlying pathology. As a result, there...

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Autores principales: Dwyer, Christopher P., MacNeela, Pádraig, Durand, Hannah, Gibbons, Andrea, Reynolds, Bronagh, Doherty, Edel, Conneely, Sinéad, Slattery, Brian W., Murphy, Andrew W., McGuire, Brian E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5868792/
https://www.ncbi.nlm.nih.gov/pubmed/29579072
http://dx.doi.org/10.1371/journal.pone.0194387
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author Dwyer, Christopher P.
MacNeela, Pádraig
Durand, Hannah
Gibbons, Andrea
Reynolds, Bronagh
Doherty, Edel
Conneely, Sinéad
Slattery, Brian W.
Murphy, Andrew W.
McGuire, Brian E.
author_facet Dwyer, Christopher P.
MacNeela, Pádraig
Durand, Hannah
Gibbons, Andrea
Reynolds, Bronagh
Doherty, Edel
Conneely, Sinéad
Slattery, Brian W.
Murphy, Andrew W.
McGuire, Brian E.
author_sort Dwyer, Christopher P.
collection PubMed
description Chronic low back pain is a major healthcare burden that has wide ranging effects on the individual, their family, society and the workplace. However, appropriate management and treatment is often difficult, as a majority of cases are non-specific in terms of underlying pathology. As a result, there are extensive differences in both individual patient preferences for treatment and treatment decisions amongst general practitioners. The current study examined the clinical judgements of GPs in Ireland, regarding fictional patients’ case severity and future risk of disability, through judgement analysis. Judgement analysis (JA) is an idiographic regression modelling technique that has been utilised in extant healthcare research for the purpose of allocating weighting to judgement criteria, or cues, observed by professionals in their clinical decision-making. The primary aim of the study was to model two critical information utilisation tasks performed by GPs with regard to CLBP–in combining information cues to form a judgement about current case severity and a judgement about the same patient’s risk of future disability. It was hypothesised that the judgement weighting would differ across the two judgements and that judgements regarding future risk of disability would be less consistent among GPs than judgements about case severity. Results from the regression-based judgement analysis and subsequent follow-up statistical analysis provided support for both study hypotheses. Study findings are discussed in light of theory and research on judgement, clinical decision-making and chronic low back pain.
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spelling pubmed-58687922018-04-06 Judgement analysis of case severity and future risk of disability regarding chronic low back pain by general practitioners in Ireland Dwyer, Christopher P. MacNeela, Pádraig Durand, Hannah Gibbons, Andrea Reynolds, Bronagh Doherty, Edel Conneely, Sinéad Slattery, Brian W. Murphy, Andrew W. McGuire, Brian E. PLoS One Research Article Chronic low back pain is a major healthcare burden that has wide ranging effects on the individual, their family, society and the workplace. However, appropriate management and treatment is often difficult, as a majority of cases are non-specific in terms of underlying pathology. As a result, there are extensive differences in both individual patient preferences for treatment and treatment decisions amongst general practitioners. The current study examined the clinical judgements of GPs in Ireland, regarding fictional patients’ case severity and future risk of disability, through judgement analysis. Judgement analysis (JA) is an idiographic regression modelling technique that has been utilised in extant healthcare research for the purpose of allocating weighting to judgement criteria, or cues, observed by professionals in their clinical decision-making. The primary aim of the study was to model two critical information utilisation tasks performed by GPs with regard to CLBP–in combining information cues to form a judgement about current case severity and a judgement about the same patient’s risk of future disability. It was hypothesised that the judgement weighting would differ across the two judgements and that judgements regarding future risk of disability would be less consistent among GPs than judgements about case severity. Results from the regression-based judgement analysis and subsequent follow-up statistical analysis provided support for both study hypotheses. Study findings are discussed in light of theory and research on judgement, clinical decision-making and chronic low back pain. Public Library of Science 2018-03-26 /pmc/articles/PMC5868792/ /pubmed/29579072 http://dx.doi.org/10.1371/journal.pone.0194387 Text en © 2018 Dwyer et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Dwyer, Christopher P.
MacNeela, Pádraig
Durand, Hannah
Gibbons, Andrea
Reynolds, Bronagh
Doherty, Edel
Conneely, Sinéad
Slattery, Brian W.
Murphy, Andrew W.
McGuire, Brian E.
Judgement analysis of case severity and future risk of disability regarding chronic low back pain by general practitioners in Ireland
title Judgement analysis of case severity and future risk of disability regarding chronic low back pain by general practitioners in Ireland
title_full Judgement analysis of case severity and future risk of disability regarding chronic low back pain by general practitioners in Ireland
title_fullStr Judgement analysis of case severity and future risk of disability regarding chronic low back pain by general practitioners in Ireland
title_full_unstemmed Judgement analysis of case severity and future risk of disability regarding chronic low back pain by general practitioners in Ireland
title_short Judgement analysis of case severity and future risk of disability regarding chronic low back pain by general practitioners in Ireland
title_sort judgement analysis of case severity and future risk of disability regarding chronic low back pain by general practitioners in ireland
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5868792/
https://www.ncbi.nlm.nih.gov/pubmed/29579072
http://dx.doi.org/10.1371/journal.pone.0194387
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