ArticleJournal of microbiology & biology education2023
Students Need More than Content Knowledge To Counter Vaccine Hesitancy.
Article in Journal of microbiology & biology education, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
2 citing papers in PubMed, 7 citations in OpenAlex.
- Integration of modules on evidence-based vaccine communication strategies in disciplinary microbiology courses: two case studies.Journal of microbiology & biology education · 2026Article
- Students' perceptions of social issues in biology courses.Journal of microbiology & biology education · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
To better prepare undergraduate students as informed citizens, they need skills to evaluate and interpret scientific data that are relevant to real world scenarios. Socioscientific issues are typically complicated or debatable issues that require individuals to evaluate their background knowledge and make decisions with respect to social and cultural contexts. Incorporation of socioscientific issues into a course allows students opportunities to demonstrate their argumentation skills. In this study, we investigated the relationship between students' biological content knowledge and their argumentation skills. We evaluated students' content knowledge of primary research articles on mRNA vaccine development and clinical trials. There was no correlation of content knowledge and students' argumentation skills to counter vaccine hesitancy. While most students demonstrated understanding of the primary research articles, almost half the students did not include specific biological knowledge in their arguments, indicating they had difficulty in applying their knowledge to the real world. These results suggest there is a need to provide students with additional opportunities to practice and develop their argumentation skills with respect to socioscientific issues.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.