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Tweets about hospital quality: a mixed methods study

BACKGROUND: Twitter is increasingly being used by patients to comment on their experience of healthcare. This may provide information for understanding the quality of healthcare providers and improving services. OBJECTIVE: To examine whether tweets sent to hospitals in the English National Health Se...

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Autores principales: Greaves, Felix, Laverty, Antony A, Cano, Daniel Ramirez, Moilanen, Karo, Pulman, Stephen, Darzi, Ara, Millett, Christopher
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4174012/
https://www.ncbi.nlm.nih.gov/pubmed/24748372
http://dx.doi.org/10.1136/bmjqs-2014-002875
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author Greaves, Felix
Laverty, Antony A
Cano, Daniel Ramirez
Moilanen, Karo
Pulman, Stephen
Darzi, Ara
Millett, Christopher
author_facet Greaves, Felix
Laverty, Antony A
Cano, Daniel Ramirez
Moilanen, Karo
Pulman, Stephen
Darzi, Ara
Millett, Christopher
author_sort Greaves, Felix
collection PubMed
description BACKGROUND: Twitter is increasingly being used by patients to comment on their experience of healthcare. This may provide information for understanding the quality of healthcare providers and improving services. OBJECTIVE: To examine whether tweets sent to hospitals in the English National Health Service contain information about quality of care. To compare sentiment on Twitter about hospitals with established survey measures of patient experience and standardised mortality rates. DESIGN: A mixed methods study including a quantitative analysis of all 198 499 tweets sent to English hospitals over a year and a qualitative directed content analysis of 1000 random tweets. Twitter sentiment and conventional quality metrics were compared using Spearman's rank correlation coefficient. KEY RESULTS: 11% of tweets to hospitals contained information about care quality, with the most frequent topic being patient experience (8%). Comments on effectiveness or safety of care were present, but less common (3%). 77% of tweets about care quality were positive in tone. Other topics mentioned in tweets included messages of support to patients, fundraising activity, self-promotion and dissemination of health information. No associations were observed between Twitter sentiment and conventional quality metrics. CONCLUSIONS: Only a small proportion of tweets directed at hospitals discuss quality of care and there was no clear relationship between Twitter sentiment and other measures of quality, potentially limiting Twitter as a medium for quality monitoring. However, tweets did contain information useful to target quality improvement activity. Recent enthusiasm by policy makers to use social media as a quality monitoring and improvement tool needs to be carefully considered and subjected to formal evaluation.
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spelling pubmed-41740122014-10-02 Tweets about hospital quality: a mixed methods study Greaves, Felix Laverty, Antony A Cano, Daniel Ramirez Moilanen, Karo Pulman, Stephen Darzi, Ara Millett, Christopher BMJ Qual Saf Original Research BACKGROUND: Twitter is increasingly being used by patients to comment on their experience of healthcare. This may provide information for understanding the quality of healthcare providers and improving services. OBJECTIVE: To examine whether tweets sent to hospitals in the English National Health Service contain information about quality of care. To compare sentiment on Twitter about hospitals with established survey measures of patient experience and standardised mortality rates. DESIGN: A mixed methods study including a quantitative analysis of all 198 499 tweets sent to English hospitals over a year and a qualitative directed content analysis of 1000 random tweets. Twitter sentiment and conventional quality metrics were compared using Spearman's rank correlation coefficient. KEY RESULTS: 11% of tweets to hospitals contained information about care quality, with the most frequent topic being patient experience (8%). Comments on effectiveness or safety of care were present, but less common (3%). 77% of tweets about care quality were positive in tone. Other topics mentioned in tweets included messages of support to patients, fundraising activity, self-promotion and dissemination of health information. No associations were observed between Twitter sentiment and conventional quality metrics. CONCLUSIONS: Only a small proportion of tweets directed at hospitals discuss quality of care and there was no clear relationship between Twitter sentiment and other measures of quality, potentially limiting Twitter as a medium for quality monitoring. However, tweets did contain information useful to target quality improvement activity. Recent enthusiasm by policy makers to use social media as a quality monitoring and improvement tool needs to be carefully considered and subjected to formal evaluation. BMJ Publishing Group 2014-10 2014-04-19 /pmc/articles/PMC4174012/ /pubmed/24748372 http://dx.doi.org/10.1136/bmjqs-2014-002875 Text en Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://group.bmj.com/group/rights-licensing/permissions This is an Open Access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 3.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/3.0/
spellingShingle Original Research
Greaves, Felix
Laverty, Antony A
Cano, Daniel Ramirez
Moilanen, Karo
Pulman, Stephen
Darzi, Ara
Millett, Christopher
Tweets about hospital quality: a mixed methods study
title Tweets about hospital quality: a mixed methods study
title_full Tweets about hospital quality: a mixed methods study
title_fullStr Tweets about hospital quality: a mixed methods study
title_full_unstemmed Tweets about hospital quality: a mixed methods study
title_short Tweets about hospital quality: a mixed methods study
title_sort tweets about hospital quality: a mixed methods study
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4174012/
https://www.ncbi.nlm.nih.gov/pubmed/24748372
http://dx.doi.org/10.1136/bmjqs-2014-002875
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