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Proposals on Kaplan–Meier plots in medical research and a survey of stakeholder views: KMunicate

OBJECTIVES: To examine reactions to the proposed improvements to standard Kaplan–Meier plots, the standard way to present time-to-event data, and to understand which (if any) facilitated better depiction of (1) the state of patients over time, and (2) uncertainty over time in the estimates of surviv...

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Autores principales: Morris, Tim P, Jarvis, Christopher I, Cragg, William, Phillips, Patrick P J, Choodari-Oskooei, Babak, Sydes, Matthew R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6773317/
https://www.ncbi.nlm.nih.gov/pubmed/31575572
http://dx.doi.org/10.1136/bmjopen-2019-030215
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author Morris, Tim P
Jarvis, Christopher I
Cragg, William
Phillips, Patrick P J
Choodari-Oskooei, Babak
Sydes, Matthew R
author_facet Morris, Tim P
Jarvis, Christopher I
Cragg, William
Phillips, Patrick P J
Choodari-Oskooei, Babak
Sydes, Matthew R
author_sort Morris, Tim P
collection PubMed
description OBJECTIVES: To examine reactions to the proposed improvements to standard Kaplan–Meier plots, the standard way to present time-to-event data, and to understand which (if any) facilitated better depiction of (1) the state of patients over time, and (2) uncertainty over time in the estimates of survival. DESIGN: A survey of stakeholders’ opinions on the proposals. SETTING: A web-based survey, open to international participation, for those with an interest in visualisation of time-to-event data. PARTICIPANTS: 1174 people participated in the survey over a 6-week period. Participation was global (although primarily Europe and North America) and represented a wide range of researchers (primarily statisticians and clinicians). MAIN OUTCOME MEASURES: Two outcome measures were of principal importance: (1) participants’ opinions of each proposal compared with a ‘standard’ Kaplan–Meier plot; and (2) participants’ overall ranking of the proposals (including the standard). RESULTS: Most proposals were more popular than the standard Kaplan–Meier plot. The most popular proposals in the two categories, respectively, were an extended table beneath the plot depicting the numbers at risk, censored and having experienced an event at periodic timepoints, and CIs around each Kaplan–Meier curve. CONCLUSIONS: This study produced a high response number, reflecting the importance of graphics for time-to-event data. Those producing and publishing Kaplan–Meier plots—both authors and journals—should, as a starting point, consider using the combination of the two favoured proposals.
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spelling pubmed-67733172019-10-21 Proposals on Kaplan–Meier plots in medical research and a survey of stakeholder views: KMunicate Morris, Tim P Jarvis, Christopher I Cragg, William Phillips, Patrick P J Choodari-Oskooei, Babak Sydes, Matthew R BMJ Open Research Methods OBJECTIVES: To examine reactions to the proposed improvements to standard Kaplan–Meier plots, the standard way to present time-to-event data, and to understand which (if any) facilitated better depiction of (1) the state of patients over time, and (2) uncertainty over time in the estimates of survival. DESIGN: A survey of stakeholders’ opinions on the proposals. SETTING: A web-based survey, open to international participation, for those with an interest in visualisation of time-to-event data. PARTICIPANTS: 1174 people participated in the survey over a 6-week period. Participation was global (although primarily Europe and North America) and represented a wide range of researchers (primarily statisticians and clinicians). MAIN OUTCOME MEASURES: Two outcome measures were of principal importance: (1) participants’ opinions of each proposal compared with a ‘standard’ Kaplan–Meier plot; and (2) participants’ overall ranking of the proposals (including the standard). RESULTS: Most proposals were more popular than the standard Kaplan–Meier plot. The most popular proposals in the two categories, respectively, were an extended table beneath the plot depicting the numbers at risk, censored and having experienced an event at periodic timepoints, and CIs around each Kaplan–Meier curve. CONCLUSIONS: This study produced a high response number, reflecting the importance of graphics for time-to-event data. Those producing and publishing Kaplan–Meier plots—both authors and journals—should, as a starting point, consider using the combination of the two favoured proposals. BMJ Publishing Group 2019-09-30 /pmc/articles/PMC6773317/ /pubmed/31575572 http://dx.doi.org/10.1136/bmjopen-2019-030215 Text en © Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY. Published by BMJ. This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/.
spellingShingle Research Methods
Morris, Tim P
Jarvis, Christopher I
Cragg, William
Phillips, Patrick P J
Choodari-Oskooei, Babak
Sydes, Matthew R
Proposals on Kaplan–Meier plots in medical research and a survey of stakeholder views: KMunicate
title Proposals on Kaplan–Meier plots in medical research and a survey of stakeholder views: KMunicate
title_full Proposals on Kaplan–Meier plots in medical research and a survey of stakeholder views: KMunicate
title_fullStr Proposals on Kaplan–Meier plots in medical research and a survey of stakeholder views: KMunicate
title_full_unstemmed Proposals on Kaplan–Meier plots in medical research and a survey of stakeholder views: KMunicate
title_short Proposals on Kaplan–Meier plots in medical research and a survey of stakeholder views: KMunicate
title_sort proposals on kaplan–meier plots in medical research and a survey of stakeholder views: kmunicate
topic Research Methods
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6773317/
https://www.ncbi.nlm.nih.gov/pubmed/31575572
http://dx.doi.org/10.1136/bmjopen-2019-030215
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