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Patient safety discourse in a pandemic: a Twitter hashtag analysis study on #PatientSafety
BACKGROUND: The digitalization of medicine is becoming a transformative force in modern healthcare systems. This study aims to investigate discussions regarding patient safety, as well as summarize perceived approaches to mitigating risks of adverse events expressed through the #PatientSafety Twitte...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10687459/ https://www.ncbi.nlm.nih.gov/pubmed/38035302 http://dx.doi.org/10.3389/fpubh.2023.1268730 |
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author | Litvinova, Olena Matin, Farhan Bin Matin, Maima Zima-Kulisiewicz, Bogumila Tomasik, Cyprian Siddiquea, Bodrun Naher Stoyanov, Jivko Atanasov, Atanas G. Willschke, Harald |
author_facet | Litvinova, Olena Matin, Farhan Bin Matin, Maima Zima-Kulisiewicz, Bogumila Tomasik, Cyprian Siddiquea, Bodrun Naher Stoyanov, Jivko Atanasov, Atanas G. Willschke, Harald |
author_sort | Litvinova, Olena |
collection | PubMed |
description | BACKGROUND: The digitalization of medicine is becoming a transformative force in modern healthcare systems. This study aims to investigate discussions regarding patient safety, as well as summarize perceived approaches to mitigating risks of adverse events expressed through the #PatientSafety Twitter hashtag during the COVID-19 pandemic. METHODS: This research is grounded in the analysis of data extracted from Twitter under the hashtag #PatientSafety between December 1, 2019 and February 1, 2023. Symplur Signals, which represents a tool offering a method to monitor tweets containing hashtags registered with the Symplur Healthcare Hashtag Project, was used for analyzing the tweets shared in the study period. For text analytics of the relevant data, we further used the word cloud generator MonkeyLearn, and VOSviewer. RESULTS: The analysis encompasses 358′809 tweets that were shared by 90′079 Twitter users, generating a total of 1′183’384′757 impressions. Physicians contributed to 18.65% of all tweets, followed by other healthcare professionals (14.31%), and health-focused individuals (10.91%). Geographically, more than a third of tweets (60.90%) were published in the United States. Canada and India followed in second and third positions, respectively. Blocks of trending terms of greater interest to the global Twitter community within the hashtag #PatientSafety were determined to be: “Patient,” “Practical doctors,” and “Health Care Safety Management.” The findings demonstrate the engagement of the Twitter community with COVID-19 and problems related to the training, experience of doctors and patients during a pandemic, communication, the vaccine safety and effectiveness, and potential use of off-label drugs. Noteworthy, in the field of pharmacovigilance, Twitter has the possibility of identifying adverse reactions associated with the use of drugs, including vaccines. The issue of medical errors has been also discussed by Twitter users using the hashtag #PatientSafety. CONCLUSION: It is clear that various stakeholders, including students, medical practitioners, health organizations, pharmaceutical companies, and regulatory bodies, leverage Twitter to rapidly exchange medical information, data on the disease symptoms, and the drug effects. Consequently, there is a need to further integrate Twitter-derived data into the operational routines of healthcare organizations. |
format | Online Article Text |
id | pubmed-10687459 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-106874592023-11-30 Patient safety discourse in a pandemic: a Twitter hashtag analysis study on #PatientSafety Litvinova, Olena Matin, Farhan Bin Matin, Maima Zima-Kulisiewicz, Bogumila Tomasik, Cyprian Siddiquea, Bodrun Naher Stoyanov, Jivko Atanasov, Atanas G. Willschke, Harald Front Public Health Public Health BACKGROUND: The digitalization of medicine is becoming a transformative force in modern healthcare systems. This study aims to investigate discussions regarding patient safety, as well as summarize perceived approaches to mitigating risks of adverse events expressed through the #PatientSafety Twitter hashtag during the COVID-19 pandemic. METHODS: This research is grounded in the analysis of data extracted from Twitter under the hashtag #PatientSafety between December 1, 2019 and February 1, 2023. Symplur Signals, which represents a tool offering a method to monitor tweets containing hashtags registered with the Symplur Healthcare Hashtag Project, was used for analyzing the tweets shared in the study period. For text analytics of the relevant data, we further used the word cloud generator MonkeyLearn, and VOSviewer. RESULTS: The analysis encompasses 358′809 tweets that were shared by 90′079 Twitter users, generating a total of 1′183’384′757 impressions. Physicians contributed to 18.65% of all tweets, followed by other healthcare professionals (14.31%), and health-focused individuals (10.91%). Geographically, more than a third of tweets (60.90%) were published in the United States. Canada and India followed in second and third positions, respectively. Blocks of trending terms of greater interest to the global Twitter community within the hashtag #PatientSafety were determined to be: “Patient,” “Practical doctors,” and “Health Care Safety Management.” The findings demonstrate the engagement of the Twitter community with COVID-19 and problems related to the training, experience of doctors and patients during a pandemic, communication, the vaccine safety and effectiveness, and potential use of off-label drugs. Noteworthy, in the field of pharmacovigilance, Twitter has the possibility of identifying adverse reactions associated with the use of drugs, including vaccines. The issue of medical errors has been also discussed by Twitter users using the hashtag #PatientSafety. CONCLUSION: It is clear that various stakeholders, including students, medical practitioners, health organizations, pharmaceutical companies, and regulatory bodies, leverage Twitter to rapidly exchange medical information, data on the disease symptoms, and the drug effects. Consequently, there is a need to further integrate Twitter-derived data into the operational routines of healthcare organizations. Frontiers Media S.A. 2023-11-16 /pmc/articles/PMC10687459/ /pubmed/38035302 http://dx.doi.org/10.3389/fpubh.2023.1268730 Text en Copyright © 2023 Litvinova, Matin, Matin, Zima-Kulisiewicz, Tomasik, Siddiquea, Stoyanov, Atanasov and Willschke. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Litvinova, Olena Matin, Farhan Bin Matin, Maima Zima-Kulisiewicz, Bogumila Tomasik, Cyprian Siddiquea, Bodrun Naher Stoyanov, Jivko Atanasov, Atanas G. Willschke, Harald Patient safety discourse in a pandemic: a Twitter hashtag analysis study on #PatientSafety |
title | Patient safety discourse in a pandemic: a Twitter hashtag analysis study on #PatientSafety |
title_full | Patient safety discourse in a pandemic: a Twitter hashtag analysis study on #PatientSafety |
title_fullStr | Patient safety discourse in a pandemic: a Twitter hashtag analysis study on #PatientSafety |
title_full_unstemmed | Patient safety discourse in a pandemic: a Twitter hashtag analysis study on #PatientSafety |
title_short | Patient safety discourse in a pandemic: a Twitter hashtag analysis study on #PatientSafety |
title_sort | patient safety discourse in a pandemic: a twitter hashtag analysis study on #patientsafety |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10687459/ https://www.ncbi.nlm.nih.gov/pubmed/38035302 http://dx.doi.org/10.3389/fpubh.2023.1268730 |
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