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Patient preferences for whole-body MRI or conventional staging pathways in lung and colorectal cancer: a discrete choice experiment
OBJECTIVES: To determine the importance placed by patients on attributes associated with whole-body MRI (WB-MRI) and standard cancer staging pathways and ascertain drivers of preference. METHODS: Patients recruited to two multi-centre diagnostic accuracy trials comparing WB-MRI with standard staging...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6554244/ https://www.ncbi.nlm.nih.gov/pubmed/30937589 http://dx.doi.org/10.1007/s00330-019-06153-4 |
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author | Miles, Anne Taylor, Stuart A. Evans, Ruth E. C. Halligan, Steve Beare, Sandy Bridgewater, John Goh, Vicky Janes, Sam Navani, Neil Oliver, Alf Morton, Alison Rockall, Andrea Clarke, Caroline S. Morris, Stephen |
author_facet | Miles, Anne Taylor, Stuart A. Evans, Ruth E. C. Halligan, Steve Beare, Sandy Bridgewater, John Goh, Vicky Janes, Sam Navani, Neil Oliver, Alf Morton, Alison Rockall, Andrea Clarke, Caroline S. Morris, Stephen |
author_sort | Miles, Anne |
collection | PubMed |
description | OBJECTIVES: To determine the importance placed by patients on attributes associated with whole-body MRI (WB-MRI) and standard cancer staging pathways and ascertain drivers of preference. METHODS: Patients recruited to two multi-centre diagnostic accuracy trials comparing WB-MRI with standard staging pathways in lung and colorectal cancer were invited to complete a discrete choice experiment (DCE), choosing between a series of alternate pathways in which 6 attributes (accuracy, time to diagnosis, scan duration, whole-body enclosure, radiation exposure, total scan number) were varied systematically. Data were analysed using a conditional logit regression model and marginal rates of substitution computed. The relative importance of each attribute and probabilities of choosing WB-MRI-based pathways were estimated. RESULTS: A total of 138 patients (mean age 65, 61% male, lung n = 72, colorectal n = 66) participated (May 2015 to September 2016). Lung cancer patients valued time to diagnosis most highly, followed by accuracy, radiation exposure, number of scans, and time in the scanner. Colorectal cancer patients valued accuracy most highly, followed by time to diagnosis, radiation exposure, and number of scans. Patients were willing to wait 0.29 (lung) and 0.45 (colorectal) weeks for a 1% increase in pathway accuracy. Patients preferred WB-MRI-based pathways (probability 0.64 [lung], 0.66 [colorectal]) if they were equivalent in accuracy, total scan number, and time to diagnosis compared with a standard staging pathway. CONCLUSIONS: Staging pathways based on first-line WB-MRI are preferred by the majority of patients if they at least match standard pathways for diagnostic accuracy, time to diagnosis, and total scan number. KEY POINTS: • WB-MRI staging pathways are preferred to standard pathways by the majority of patients provided they at least match standard staging pathways for accuracy, total scan number, and time to diagnosis. • For patients with lung cancer, time to diagnosis was the attribute valued most highly, followed by accuracy, radiation dose, number of additional scans, and time in a scanner. Preference for patients with colorectal cancer was similar. • Most (63%) patients were willing to trade attributes, such as faster diagnosis, for improvements in pathway accuracy and reduced radiation exposure. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00330-019-06153-4) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6554244 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-65542442019-06-21 Patient preferences for whole-body MRI or conventional staging pathways in lung and colorectal cancer: a discrete choice experiment Miles, Anne Taylor, Stuart A. Evans, Ruth E. C. Halligan, Steve Beare, Sandy Bridgewater, John Goh, Vicky Janes, Sam Navani, Neil Oliver, Alf Morton, Alison Rockall, Andrea Clarke, Caroline S. Morris, Stephen Eur Radiol Oncology OBJECTIVES: To determine the importance placed by patients on attributes associated with whole-body MRI (WB-MRI) and standard cancer staging pathways and ascertain drivers of preference. METHODS: Patients recruited to two multi-centre diagnostic accuracy trials comparing WB-MRI with standard staging pathways in lung and colorectal cancer were invited to complete a discrete choice experiment (DCE), choosing between a series of alternate pathways in which 6 attributes (accuracy, time to diagnosis, scan duration, whole-body enclosure, radiation exposure, total scan number) were varied systematically. Data were analysed using a conditional logit regression model and marginal rates of substitution computed. The relative importance of each attribute and probabilities of choosing WB-MRI-based pathways were estimated. RESULTS: A total of 138 patients (mean age 65, 61% male, lung n = 72, colorectal n = 66) participated (May 2015 to September 2016). Lung cancer patients valued time to diagnosis most highly, followed by accuracy, radiation exposure, number of scans, and time in the scanner. Colorectal cancer patients valued accuracy most highly, followed by time to diagnosis, radiation exposure, and number of scans. Patients were willing to wait 0.29 (lung) and 0.45 (colorectal) weeks for a 1% increase in pathway accuracy. Patients preferred WB-MRI-based pathways (probability 0.64 [lung], 0.66 [colorectal]) if they were equivalent in accuracy, total scan number, and time to diagnosis compared with a standard staging pathway. CONCLUSIONS: Staging pathways based on first-line WB-MRI are preferred by the majority of patients if they at least match standard pathways for diagnostic accuracy, time to diagnosis, and total scan number. KEY POINTS: • WB-MRI staging pathways are preferred to standard pathways by the majority of patients provided they at least match standard staging pathways for accuracy, total scan number, and time to diagnosis. • For patients with lung cancer, time to diagnosis was the attribute valued most highly, followed by accuracy, radiation dose, number of additional scans, and time in a scanner. Preference for patients with colorectal cancer was similar. • Most (63%) patients were willing to trade attributes, such as faster diagnosis, for improvements in pathway accuracy and reduced radiation exposure. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00330-019-06153-4) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2019-04-01 2019 /pmc/articles/PMC6554244/ /pubmed/30937589 http://dx.doi.org/10.1007/s00330-019-06153-4 Text en © The Author(s) 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Oncology Miles, Anne Taylor, Stuart A. Evans, Ruth E. C. Halligan, Steve Beare, Sandy Bridgewater, John Goh, Vicky Janes, Sam Navani, Neil Oliver, Alf Morton, Alison Rockall, Andrea Clarke, Caroline S. Morris, Stephen Patient preferences for whole-body MRI or conventional staging pathways in lung and colorectal cancer: a discrete choice experiment |
title | Patient preferences for whole-body MRI or conventional staging pathways in lung and colorectal cancer: a discrete choice experiment |
title_full | Patient preferences for whole-body MRI or conventional staging pathways in lung and colorectal cancer: a discrete choice experiment |
title_fullStr | Patient preferences for whole-body MRI or conventional staging pathways in lung and colorectal cancer: a discrete choice experiment |
title_full_unstemmed | Patient preferences for whole-body MRI or conventional staging pathways in lung and colorectal cancer: a discrete choice experiment |
title_short | Patient preferences for whole-body MRI or conventional staging pathways in lung and colorectal cancer: a discrete choice experiment |
title_sort | patient preferences for whole-body mri or conventional staging pathways in lung and colorectal cancer: a discrete choice experiment |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6554244/ https://www.ncbi.nlm.nih.gov/pubmed/30937589 http://dx.doi.org/10.1007/s00330-019-06153-4 |
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