This paper is in the following e-collection/theme issue:

Quality/Credibility of eHealth Information and Trust Issues (604) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1798) New Methods (1034) Information Quality in Digital Media (377) Machine Learning (1762) Vaccination and Immunization in the Digital Age (405)

Published on in Vol 21, No 11 (2019): November

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/14007, first published .
Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surveillance Study

Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surveillance Study

Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surveillance Study

Authors of this article:

Zubair Shah1, 2 Author Orcid Image ;   Didi Surian1 Author Orcid Image ;   Amalie Dyda1 Author Orcid Image ;   Enrico Coiera1 Author Orcid Image ;   Kenneth D Mandl3, 4 Author Orcid Image ;   Adam G Dunn1, 4 Author Orcid Image
Article Authors Cited by (40) Tweetations (51) Metrics
All Time | Last Month | Last Six Months | Last Year
Sven Awege Sven Awege @SVENNIECO

Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surveillanc… https://t.co/UbzzJiBBBG

5:04 PM · Nov 04, 2019

0
1
JMIR Publications JMIR Publications @jmirpub

New in JMIR: Automatically Appraising the Credibility of #Vaccine-Related #Web Pages Shared on #SocialMedia #hcsm… https://t.co/Drd7c9ARRE

5:10 PM · Nov 04, 2019

1
0
fredbarney fredbarney @yabbadabbadoo99

Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surveillanc… https://t.co/ghoZFWMoNQ

5:59 PM · Nov 04, 2019

0
0
Adam Dunn Adam Dunn @adamgdunn

A new one from us where we automatically apply a credibility appraisal tool to 143,003 webpages about vaccination a… https://t.co/PYz6IWAcy8

9:13 PM · Nov 04, 2019

27
16
Enrico Coiera MB BS PhD Enrico Coiera MB BS PhD @EnricoCoiera

[New paper] Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter… https://t.co/xnpx68xmYp

10:57 PM · Nov 04, 2019

10
7
Raymond Francis Sarmiento, MD Raymond Francis Sarmiento, MD @rfrsarmiento

RT @EnricoCoiera: [New paper] Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surve…

11:10 PM · Nov 04, 2019

10
7
Ken Mandl Ken Mandl @mandl

RT @EnricoCoiera: [New paper] Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surve…

1:43 AM · Nov 05, 2019

10
7
Mathew Ling Mathew Ling @lingtax

RT @adamgdunn: A new one from us where we automatically apply a credibility appraisal tool to 143,003 webpages about vaccination and look a…

2:12 AM · Nov 05, 2019

27
16
Australian Institute of Health Innovation 5NewPhDs Australian Institute of Health Innovation 5NewPhDs @AIHI_MQ

RT @EnricoCoiera: [New paper] Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surve…

4:09 AM · Nov 05, 2019

10
7
Dr. Noel Brewer Dr. Noel Brewer @noelTbrewer

12% of vax websites shared on Twitter are low credibility. They generated 1.6 billion (!) potential exposures. https://t.co/8OX50X6GKA

4:29 AM · Nov 05, 2019

14
5
Liz "The Mask Goes Over Your Nose AND Mouth" Ditz Liz "The Mask Goes Over Your Nose AND Mouth" Ditz @lizditz

RT @noelTbrewer: 12% of vax websites shared on Twitter are low credibility. They generated 1.6 billion (!) potential exposures. https://t.c…

4:32 AM · Nov 05, 2019

14
5
Liz "The Mask Goes Over Your Nose AND Mouth" Ditz Liz "The Mask Goes Over Your Nose AND Mouth" Ditz @lizditz

RT @adamgdunn: A new one from us where we automatically apply a credibility appraisal tool to 143,003 webpages about vaccination and look a…

4:32 AM · Nov 05, 2019

27
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Mor Naaman Mor Naaman @informor

RT @noelTbrewer: 12% of vax websites shared on Twitter are low credibility. They generated 1.6 billion (!) potential exposures. https://t.c…

4:38 AM · Nov 05, 2019

14
5
James//science-enthusiast James//science-enthusiast @JamesDieckhoff

RT @noelTbrewer: 12% of vax websites shared on Twitter are low credibility. They generated 1.6 billion (!) potential exposures. https://t.c…

4:48 AM · Nov 05, 2019

14
5
Day Machado Day Machado @dayftmachado

RT @adamgdunn: A new one from us where we automatically apply a credibility appraisal tool to 143,003 webpages about vaccination and look a…

5:50 AM · Nov 05, 2019

27
16
(((Dorit Reiss))) (((Dorit Reiss))) @doritmi

RT @adamgdunn: A new one from us where we automatically apply a credibility appraisal tool to 143,003 webpages about vaccination and look a…

6:10 AM · Nov 05, 2019

27
16
TruthSeeker TruthSeeker @VeritasEver

RT @adamgdunn: A new one from us where we automatically apply a credibility appraisal tool to 143,003 webpages about vaccination and look a…

6:17 AM · Nov 05, 2019

27
16
HAS-veille HAS-veille @HAS_veille

Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surveillanc… https://t.co/DPopWNsCPp

8:01 AM · Nov 05, 2019

1
1
ℍ???????????????????? ???????????? ℍ???????????????????? ???????????? @HossaiGul

RT @adamgdunn: A new one from us where we automatically apply a credibility appraisal tool to 143,003 webpages about vaccination and look a…

8:25 AM · Nov 05, 2019

27
16
Brenton Sanderson Brenton Sanderson @Doc_Brenton

RT @adamgdunn: A new one from us where we automatically apply a credibility appraisal tool to 143,003 webpages about vaccination and look a…

8:53 AM · Nov 05, 2019

27
16
amalie dyda amalie dyda @amaliedyda

RT @adamgdunn: A new one from us where we automatically apply a credibility appraisal tool to 143,003 webpages about vaccination and look a…

10:21 AM · Nov 05, 2019

27
16
CHIP Informatics CHIP Informatics @Bos_CHIP

RT @EnricoCoiera: [New paper] Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surve…

12:37 PM · Nov 05, 2019

10
7
Angela Leis Angela Leis @angelaleism

RT @SVENNIECO: Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surveillance Study h…

3:22 PM · Nov 05, 2019

0
1
PhilippeSayous PhilippeSayous @PhilippeSayous

RT @HAS_veille: Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surveillance Study…

6:21 PM · Nov 05, 2019

1
1
Dr Holly Seale Dr Holly Seale @hollyseale

RT @adamgdunn: A new one from us where we automatically apply a credibility appraisal tool to 143,003 webpages about vaccination and look a…

6:46 PM · Nov 05, 2019

27
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Dr. Todd Wolynn Dr. Todd Wolynn @DrToddWo

RT @noelTbrewer: 12% of vax websites shared on Twitter are low credibility. They generated 1.6 billion (!) potential exposures. https://t.c…

9:28 PM · Nov 05, 2019

14
5
Philip Massey Philip Massey @profmassey

RT @adamgdunn: A new one from us where we automatically apply a credibility appraisal tool to 143,003 webpages about vaccination and look a…

9:30 PM · Nov 05, 2019

27
16
Dr Centaine Snoswell Dr Centaine Snoswell @CSnoswell

RT @EnricoCoiera: [New paper] Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surve…

10:08 PM · Nov 05, 2019

10
7
Yvonne Zurynski Yvonne Zurynski @YvonneZurynski

RT @adamgdunn: A new one from us where we automatically apply a credibility appraisal tool to 143,003 webpages about vaccination and look a…

10:34 PM · Nov 05, 2019

27
16
Alberto Tozzi Alberto Tozzi @Dottor_T

RT @EnricoCoiera: [New paper] Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surve…

10:56 PM · Nov 05, 2019

10
7
Institute for Evidence-Based Healthcare Institute for Evidence-Based Healthcare @Institute4EBH

RT @EnricoCoiera: [New paper] Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surve…

11:31 PM · Nov 05, 2019

10
7
SPHCM Immunisation SPHCM Immunisation @PHCM9050

RT @adamgdunn: A new one from us where we automatically apply a credibility appraisal tool to 143,003 webpages about vaccination and look a…

1:04 AM · Nov 06, 2019

27
16
Mary Heston Mary Heston @maryheston

Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surveillanc… https://t.co/kY2ss7WeOL

2:23 AM · Nov 06, 2019

0
0
Brett Chrest Brett Chrest @Chrest_brett

RT @adamgdunn: A new one from us where we automatically apply a credibility appraisal tool to 143,003 webpages about vaccination and look a…

4:17 AM · Nov 06, 2019

27
16
Brett Chrest Brett Chrest @Chrest_brett

RT @noelTbrewer: 12% of vax websites shared on Twitter are low credibility. They generated 1.6 billion (!) potential exposures. https://t.c…

4:17 AM · Nov 06, 2019

14
5
Michael Joseph Michael Joseph @Nutradvance

RT @adamgdunn: A new one from us where we automatically apply a credibility appraisal tool to 143,003 webpages about vaccination and look a…

8:32 PM · Nov 06, 2019

27
16
Jason Colditz Jason Colditz @ColditzJB

RT @adamgdunn: A new one from us where we automatically apply a credibility appraisal tool to 143,003 webpages about vaccination and look a…

7:23 PM · Nov 07, 2019

27
16
Pitt Behavioral Health, Media, & Tech Pitt Behavioral Health, Media, & Tech @PittHealthTech

RT @adamgdunn: A new one from us where we automatically apply a credibility appraisal tool to 143,003 webpages about vaccination and look a…

3:50 PM · Nov 08, 2019

27
16
Pitt Behavioral Health, Media, & Tech Pitt Behavioral Health, Media, & Tech @PittHealthTech

New research in @jmirpub aimed to estimate the proportion of #vaccine-related #Twitter posts linked to Web pages of… https://t.co/cm8s3PciYJ

3:52 PM · Nov 08, 2019

3
1
Muin J. Khoury Muin J. Khoury @MuinJKhoury

An automatic appraisal of the credibility of vaccine-related information shared on social media: A @Twitter based s… https://t.co/Cm0qQrc8jN

2:06 PM · Nov 09, 2019

2
6
Laust Mortensen Laust Mortensen @udansk

RT @MuinJKhoury: An automatic appraisal of the credibility of vaccine-related information shared on social media: A @Twitter based surveill…

2:14 PM · Nov 09, 2019

2
6
JMIR Publications JMIR Publications @jmirpub

RT @MuinJKhoury: An automatic appraisal of the credibility of vaccine-related information shared on social media: A @Twitter based surveill…

7:41 PM · Nov 09, 2019

2
6
JMIR Publications JMIR Publications @jmirpub

RT @MTH_Pitt: New research in @jmirpub aimed to estimate the proportion of #vaccine-related #Twitter posts linked to Web pages of low credi…

7:46 PM · Nov 09, 2019

3
1
Christine Kennedy RN PhD PNP FAAN ✍???? Christine Kennedy RN PhD PNP FAAN ✍???? @doctorcmkva

Look see @jesskeimmalpass & @Emma_McKim related to our earlier #twitter and other sources of info @UVASON . I am st… https://t.co/bWOkw9PGHu

8:09 PM · Nov 09, 2019

3
0
Ken Mandl Ken Mandl @mandl

RT @MuinJKhoury: An automatic appraisal of the credibility of vaccine-related information shared on social media: A @Twitter based surveill…

12:00 AM · Nov 10, 2019

2
6
Raymond Francis Sarmiento, MD Raymond Francis Sarmiento, MD @rfrsarmiento

RT @MuinJKhoury: An automatic appraisal of the credibility of vaccine-related information shared on social media: A @Twitter based surveill…

11:36 AM · Nov 10, 2019

2
6
CHIP Informatics CHIP Informatics @Bos_CHIP

RT @MuinJKhoury: An automatic appraisal of the credibility of vaccine-related information shared on social media: A @Twitter based surveill…

3:06 PM · Nov 10, 2019

2
6
ScienceOpen ScienceOpen @Science_Open

Estimating the proportion of vaccine-related Tweets linked to low credibility Web pages: ‘Automatically Appraising… https://t.co/TVoV1fjgTj

8:44 AM · Dec 19, 2019

2
0
Brett Chrest Brett Chrest @Chrest_brett

@drbrignall There is a lot on the spread of misinformation, from trends to figuring why it happens. A lot of it is… https://t.co/cQT8tLq7Us

5:27 AM · Apr 24, 2020

1
0
Brett Chrest Brett Chrest @Chrest_brett

@cadiulus @DoctorTro This one to start with: https://t.co/QfeAtJocP7 ????And this one was super fascinating:… https://t.co/EYysVaOjLo

5:30 AM · May 27, 2020

0
0
Mary Mary @bcastbloggers

Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surveillanc… https://t.co/1LXZMstQXL

8:52 PM · Jun 26, 2020

0
0
Brett Chrest Brett Chrest @Chrest_brett

@ggkuhnle @kevinnbass @synapse101 Sir, respectfully, researchers do social media content analyses all the damn time… https://t.co/8LhhuWipZq

1:43 PM · Oct 09, 2020

0
0
Data Mining Updates Data Mining Updates @mining_papers

Automatically applying a credibility appraisal tool to track vaccination-related communications shared on social media. (arXiv:1903.07219v1 [https://t.co/PsMaaDOVDr]) https://t.co/R0sGoygoJ6

1:11 AM · Mar 19, 2019

0
0
Enrico Coiera Enrico Coiera @EnricoCoiera

[new preprint] Automatically applying a credibility appraisal tool to track vaccination-related communications shared on social media https://t.co/Pju4hMqV55

1:32 AM · Mar 19, 2019

2
2
Ruth Norris Ruth Norris @ruthlady

RT @EnricoCoiera: [new preprint] Automatically applying a credibility appraisal tool to track vaccination-related communications shared on…

1:48 AM · Mar 19, 2019

2
2
Health System Sustainability Partnership Centre Health System Sustainability Partnership Centre @PCHSS_AIHI

Important new research: "The results suggest that an automatic credibility appraisal tool can be used to find populations at higher risk of exposure to misinformation or applied proactively to add friction to the sharing of low credibility vaccination information." #vaccines https://t.co/yhEklmasZo

2:55 AM · Mar 19, 2019

0
0
Roy Lee Roy Lee @SRoyLee

Automatically applying a credibility appraisal tool to track vaccination-related communications shared on soc - https://t.co/EzxPp13enE

6:26 AM · Mar 19, 2019

0
0
Software Engineering Software Engineering @ComputerPapers

Automatically applying a credibility appraisal tool to track vaccination-related communications shared on social media. https://t.co/hDfIr6w2d5

10:00 AM · Mar 19, 2019

2
0
Raymond Francis Sarmiento, MD Raymond Francis Sarmiento, MD @rfrsarmiento

RT @EnricoCoiera: [new preprint] Automatically applying a credibility appraisal tool to track vaccination-related communications shared on…

10:42 AM · Mar 20, 2019

2
2