Determinants of information diffusion in online communication on vaccination: The benefits of visual displays. Issue 43 (15th October 2021)
- Record Type:
- Journal Article
- Title:
- Determinants of information diffusion in online communication on vaccination: The benefits of visual displays. Issue 43 (15th October 2021)
- Main Title:
- Determinants of information diffusion in online communication on vaccination: The benefits of visual displays
- Authors:
- Giese, Helge
Neth, Hansjörg
Gaissmaier, Wolfgang - Abstract:
- Highlights: Vaccine information by CDC is trusted and most likely shared. Scientific vaccine information is not readily shared online as it is hard to grasp. Icon arrays facilitate understanding and sharing of this scientific information. Abstract: Objective: Social media are an increasingly important source of information on the benefits and risks of vaccinations, but the high prevalence of misinformation provides challenges for informed vaccination decisions. It is therefore important to understand which messages are likely to diffuse online and why, and how relevant aspects—such as scientific facts on vaccination effectiveness—can be made more comprehensible and more likely to be shared. In two studies, we (i) explore which characteristics of messages on flu vaccination facilitate their diffusion in online communication, and (ii) whether visual displays (i.e., icon arrays) facilitate the comprehension and diffusion of scientific effectiveness information. Methods: In Study 1, 208 participants each rated a random sample of 15 out of 63 messages on comprehensibility, trustworthiness, persuasiveness, familiarity, informativeness, valence, and arousal, and then reported which information they would share with subsequent study participants. In Study 2 ( N = 758), we employed the same rating procedure for a selected set of 9 messages and experimentally manipulated how scientific effectiveness information was displayed. Results: Study 1 illustrated that scientific effectivenessHighlights: Vaccine information by CDC is trusted and most likely shared. Scientific vaccine information is not readily shared online as it is hard to grasp. Icon arrays facilitate understanding and sharing of this scientific information. Abstract: Objective: Social media are an increasingly important source of information on the benefits and risks of vaccinations, but the high prevalence of misinformation provides challenges for informed vaccination decisions. It is therefore important to understand which messages are likely to diffuse online and why, and how relevant aspects—such as scientific facts on vaccination effectiveness—can be made more comprehensible and more likely to be shared. In two studies, we (i) explore which characteristics of messages on flu vaccination facilitate their diffusion in online communication, and (ii) whether visual displays (i.e., icon arrays) facilitate the comprehension and diffusion of scientific effectiveness information. Methods: In Study 1, 208 participants each rated a random sample of 15 out of 63 messages on comprehensibility, trustworthiness, persuasiveness, familiarity, informativeness, valence, and arousal, and then reported which information they would share with subsequent study participants. In Study 2 ( N = 758), we employed the same rating procedure for a selected set of 9 messages and experimentally manipulated how scientific effectiveness information was displayed. Results: Study 1 illustrated that scientific effectiveness information was difficult to understand and thus did not diffuse well. Study 2 demonstrated that visual displays improved the understanding of this information, which could, in turn, increase its social impact. Conclusions: The comprehensibility of scientific information is an important prerequisite for its diffusion. Visual displays can facilitate informed vaccination decisions by rendering important information on vaccination effectiveness more transparent and increasing the willingness to share this information. … (more)
- Is Part Of:
- Vaccine. Volume 39:Issue 43(2021)
- Journal:
- Vaccine
- Issue:
- Volume 39:Issue 43(2021)
- Issue Display:
- Volume 39, Issue 43 (2021)
- Year:
- 2021
- Volume:
- 39
- Issue:
- 43
- Issue Sort Value:
- 2021-0039-0043-0000
- Page Start:
- 6407
- Page End:
- 6413
- Publication Date:
- 2021-10-15
- Subjects:
- Vaccination -- Informed medical decisions -- Icon arrays -- Risk literacy -- Echo chambers -- Vaccine hesitancy
Vaccines -- Periodicals
615.372 - Journal URLs:
- http://www.sciencedirect.com/science/journal/0264410X ↗
http://www.clinicalkey.com/dura/browse/journalIssue/0264410X ↗
http://www.clinicalkey.com.au/dura/browse/journalIssue/0264410X ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.vaccine.2021.09.016 ↗
- Languages:
- English
- ISSNs:
- 0264-410X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 9138.628000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 19356.xml