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Desensitization to Fear-Inducing COVID-19 Health News on Twitter: Observational Study

BACKGROUND: As of May 9, 2021, the United States had 32.7 million confirmed cases of COVID-19 (20.7% of confirmed cases worldwide) and 580,000 deaths (17.7% of deaths worldwide). Early on in the pandemic, widespread social, financial, and mental insecurities led to extreme and irrational coping beha...

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Autores principales: Stevens, Hannah R, Oh, Yoo Jung, Taylor, Laramie D
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8330886/
https://www.ncbi.nlm.nih.gov/pubmed/34447923
http://dx.doi.org/10.2196/26876
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author Stevens, Hannah R
Oh, Yoo Jung
Taylor, Laramie D
author_facet Stevens, Hannah R
Oh, Yoo Jung
Taylor, Laramie D
author_sort Stevens, Hannah R
collection PubMed
description BACKGROUND: As of May 9, 2021, the United States had 32.7 million confirmed cases of COVID-19 (20.7% of confirmed cases worldwide) and 580,000 deaths (17.7% of deaths worldwide). Early on in the pandemic, widespread social, financial, and mental insecurities led to extreme and irrational coping behaviors, such as panic buying. However, despite the consistent spread of COVID-19 transmission, the public began to violate public safety measures as the pandemic got worse. OBJECTIVE: In this work, we examine the effect of fear-inducing news articles on people’s expression of anxiety on Twitter. Additionally, we investigate desensitization to fear-inducing health news over time, despite the steadily rising COVID-19 death toll. METHODS: This study examined the anxiety levels in news articles (n=1465) and corresponding user tweets containing “COVID,” “COVID-19,” “pandemic,” and “coronavirus” over 11 months, then correlated that information with the death toll of COVID-19 in the United States. RESULTS: Overall, tweets that shared links to anxious articles were more likely to be anxious (odds ratio [OR] 2.65, 95% CI 1.58-4.43, P<.001). These odds decreased (OR 0.41, 95% CI 0.2-0.83, P=.01) when the death toll reached the third quartile and fourth quartile (OR 0.42, 95% CI 0.21-0.85, P=.01). However, user tweet anxiety rose rapidly with articles when the death toll was low and then decreased in the third quartile of deaths (OR 0.61, 95% CI 0.37-1.01, P=.06). As predicted, in addition to the increasing death toll being matched by a lower level of article anxiety, the extent to which article anxiety elicited user tweet anxiety decreased when the death count reached the second quartile. CONCLUSIONS: The level of anxiety in users’ tweets increased sharply in response to article anxiety early on in the COVID-19 pandemic, but as the casualty count climbed, news articles seemingly lost their ability to elicit anxiety among readers. Desensitization offers an explanation for why the increased threat is not eliciting widespread behavioral compliance with guidance from public health officials. This work investigated how individuals' emotional reactions to news of the COVID-19 pandemic manifest as the death toll increases. Findings suggest individuals became desensitized to the increased COVID-19 threat and their emotional responses were blunted over time.
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spelling pubmed-83308862021-08-20 Desensitization to Fear-Inducing COVID-19 Health News on Twitter: Observational Study Stevens, Hannah R Oh, Yoo Jung Taylor, Laramie D JMIR Infodemiology Original Paper BACKGROUND: As of May 9, 2021, the United States had 32.7 million confirmed cases of COVID-19 (20.7% of confirmed cases worldwide) and 580,000 deaths (17.7% of deaths worldwide). Early on in the pandemic, widespread social, financial, and mental insecurities led to extreme and irrational coping behaviors, such as panic buying. However, despite the consistent spread of COVID-19 transmission, the public began to violate public safety measures as the pandemic got worse. OBJECTIVE: In this work, we examine the effect of fear-inducing news articles on people’s expression of anxiety on Twitter. Additionally, we investigate desensitization to fear-inducing health news over time, despite the steadily rising COVID-19 death toll. METHODS: This study examined the anxiety levels in news articles (n=1465) and corresponding user tweets containing “COVID,” “COVID-19,” “pandemic,” and “coronavirus” over 11 months, then correlated that information with the death toll of COVID-19 in the United States. RESULTS: Overall, tweets that shared links to anxious articles were more likely to be anxious (odds ratio [OR] 2.65, 95% CI 1.58-4.43, P<.001). These odds decreased (OR 0.41, 95% CI 0.2-0.83, P=.01) when the death toll reached the third quartile and fourth quartile (OR 0.42, 95% CI 0.21-0.85, P=.01). However, user tweet anxiety rose rapidly with articles when the death toll was low and then decreased in the third quartile of deaths (OR 0.61, 95% CI 0.37-1.01, P=.06). As predicted, in addition to the increasing death toll being matched by a lower level of article anxiety, the extent to which article anxiety elicited user tweet anxiety decreased when the death count reached the second quartile. CONCLUSIONS: The level of anxiety in users’ tweets increased sharply in response to article anxiety early on in the COVID-19 pandemic, but as the casualty count climbed, news articles seemingly lost their ability to elicit anxiety among readers. Desensitization offers an explanation for why the increased threat is not eliciting widespread behavioral compliance with guidance from public health officials. This work investigated how individuals' emotional reactions to news of the COVID-19 pandemic manifest as the death toll increases. Findings suggest individuals became desensitized to the increased COVID-19 threat and their emotional responses were blunted over time. JMIR Publications 2021-07-16 /pmc/articles/PMC8330886/ /pubmed/34447923 http://dx.doi.org/10.2196/26876 Text en ©Hannah R Stevens, Yoo Jung Oh, Laramie D Taylor. Originally published in JMIR Infodemiology (https://infodemiology.jmir.org), 16.07.2021. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Infodemiology, is properly cited. The complete bibliographic information, a link to the original publication on https://infodemiology.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Original Paper
Stevens, Hannah R
Oh, Yoo Jung
Taylor, Laramie D
Desensitization to Fear-Inducing COVID-19 Health News on Twitter: Observational Study
title Desensitization to Fear-Inducing COVID-19 Health News on Twitter: Observational Study
title_full Desensitization to Fear-Inducing COVID-19 Health News on Twitter: Observational Study
title_fullStr Desensitization to Fear-Inducing COVID-19 Health News on Twitter: Observational Study
title_full_unstemmed Desensitization to Fear-Inducing COVID-19 Health News on Twitter: Observational Study
title_short Desensitization to Fear-Inducing COVID-19 Health News on Twitter: Observational Study
title_sort desensitization to fear-inducing covid-19 health news on twitter: observational study
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8330886/
https://www.ncbi.nlm.nih.gov/pubmed/34447923
http://dx.doi.org/10.2196/26876
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