Facebook and Twitter vaccine sentiment in response to measles outbreaks
Social media posts regarding measles vaccination were classified as pro-vaccination, expressing vaccine hesitancy, uncertain, or irrelevant. Spearman correlations with Centers for Disease Control and Prevention-reported measles cases and differenced smoothed cumulative case counts over this period were reported (using time series bootstrap confidence intervals). A total of 58,078 Facebook posts and 82,993 tweets were identified from 4 January 2009 to 27 August 2016. Pro-vaccination posts were correlated with the US weekly reported cases (Facebook: Spearman correlation 0.22 (95% confidence interval: 0.09 to 0.34), Twitter: 0.21 (95% confidence interval: 0.06 to 0.34)). Vaccine-hesitant posts, however, were uncorrelated with measles cases in the United States (Facebook: 0.01 (95% confidence interval: -0.13 to 0.14), Twitter: 0.0011 (95% confidence interval: -0.12 to 0.12)). These findings may result from more consistent social media engagement by individuals expressing vaccine hesitancy, contrasted with media- or event-driven episodic interest on the part of individuals favoring current policy.
| Medienart: |
E-Artikel |
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| Erscheinungsjahr: |
2019 |
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| Erschienen: |
2019 |
| Enthalten in: |
Zur Gesamtaufnahme - volume:25 |
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| Enthalten in: |
Health informatics journal - 25(2019), 3 vom: 01. Sept., Seite 1116-1132 |
| Sprache: |
Englisch |
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| Beteiligte Personen: |
Deiner, Michael S [VerfasserIn] |
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| Links: |
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| Themen: |
Journal Article |
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| Anmerkungen: |
Date Completed 16.07.2020 Date Revised 01.09.2020 published: Print-Electronic Citation Status MEDLINE |
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| doi: |
10.1177/1460458217740723 |
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| funding: |
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| Förderinstitution / Projekttitel: |
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| PPN (Katalog-ID): |
NLM278145752 |
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| 245 | 1 | 0 | |a Facebook and Twitter vaccine sentiment in response to measles outbreaks |
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| 500 | |a Date Revised 01.09.2020 | ||
| 500 | |a published: Print-Electronic | ||
| 500 | |a Citation Status MEDLINE | ||
| 520 | |a Social media posts regarding measles vaccination were classified as pro-vaccination, expressing vaccine hesitancy, uncertain, or irrelevant. Spearman correlations with Centers for Disease Control and Prevention-reported measles cases and differenced smoothed cumulative case counts over this period were reported (using time series bootstrap confidence intervals). A total of 58,078 Facebook posts and 82,993 tweets were identified from 4 January 2009 to 27 August 2016. Pro-vaccination posts were correlated with the US weekly reported cases (Facebook: Spearman correlation 0.22 (95% confidence interval: 0.09 to 0.34), Twitter: 0.21 (95% confidence interval: 0.06 to 0.34)). Vaccine-hesitant posts, however, were uncorrelated with measles cases in the United States (Facebook: 0.01 (95% confidence interval: -0.13 to 0.14), Twitter: 0.0011 (95% confidence interval: -0.12 to 0.12)). These findings may result from more consistent social media engagement by individuals expressing vaccine hesitancy, contrasted with media- or event-driven episodic interest on the part of individuals favoring current policy | ||
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| 700 | 1 | |a Kim, Jessica |e verfasserin |4 aut | |
| 700 | 1 | |a Niemeyer, Katherine |e verfasserin |4 aut | |
| 700 | 1 | |a Ramirez, David |e verfasserin |4 aut | |
| 700 | 1 | |a Ackley, Sarah F |e verfasserin |4 aut | |
| 700 | 1 | |a Liu, Fengchen |e verfasserin |4 aut | |
| 700 | 1 | |a Lietman, Thomas M |e verfasserin |4 aut | |
| 700 | 1 | |a Porco, Travis C |e verfasserin |4 aut | |
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