{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T03:38:01Z","timestamp":1780544281698,"version":"3.54.1"},"reference-count":23,"publisher":"SAGE Publications","issue":"4","license":[{"start":{"date-parts":[[2023,2,3]],"date-time":"2023-02-03T00:00:00Z","timestamp":1675382400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Journal of Information Science"],"published-print":{"date-parts":[[2025,8]]},"abstract":"<jats:p>Topic mining and sentiment polarity analysis together can adequately represent the topics and attitudes of users. The goal of this article is to use Reddit\u2019s location-based subreddits to look at country-level differences in attitudes towards COVID-19 vaccine passports. We used sentiment analysis and latent topic modelling on textual data obtained from 18 Reddit communities concentrating on COVID-19 vaccine passports from 1 January 2021 to 28 February 2022 to study COVID-19 vaccine passports\u2013related discussion on Reddit. To discover changes in sentiment and latent topics, 11,168 comments were aggregated and examined by month. The number of comments on postings from country-specific subreddits was positively proportional to the number of new COVID-19 cases reported each day. The more subjective expressions and positive\/negative interpretations occurred after July 2021. Communities indicated more positive sentiment than negative sentiment towards vaccine passports\u2013related topics, according to polarity analysis. Topic modelling found that community members were concerned about a variety of concerns related to their socioeconomic status. Throughout the topic modelling, keywords suggesting people\u2019s privacy concerns and acceptance of various COVID-19 control methods were found. The use of public opinion and topic modelling to analyse vaccine passports could help with important global health informatics concerns associated with their socioeconomic status.<\/jats:p>","DOI":"10.1177\/01655515221148356","type":"journal-article","created":{"date-parts":[[2023,2,3]],"date-time":"2023-02-03T05:16:51Z","timestamp":1675401411000},"page":"831-842","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":10,"title":["Comparing COVID-19 vaccine passports attitudes across countries by analysing Reddit comments"],"prefix":"10.1177","volume":"51","author":[{"given":"Muhammet M\u00fccahit Enes","family":"Yurtsever","sequence":"first","affiliation":[{"name":"Department of Information Systems Engineering, Kocaeli University, Turkey"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Muhammad","family":"Shiraz","sequence":"additional","affiliation":[{"name":"Department of Information Systems Engineering, Kocaeli University, Turkey"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ekin","family":"Ekinci","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, Sakarya University of Applied Sciences, Turkey"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9488-908X","authenticated-orcid":false,"given":"S\u00fcleyman","family":"Eken","sequence":"additional","affiliation":[{"name":"Department of Information Systems Engineering, Kocaeli University, Turkey"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2023,2,3]]},"reference":[{"key":"e_1_3_3_2_2","doi-asserted-by":"publisher","DOI":"10.1136\/bmjgh-2021-006956"},{"key":"e_1_3_3_3_2","doi-asserted-by":"publisher","DOI":"10.1002\/mde.3546"},{"key":"e_1_3_3_4_2","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMp2104289"},{"key":"e_1_3_3_5_2","doi-asserted-by":"publisher","DOI":"10.1017\/err.2021.35"},{"key":"e_1_3_3_6_2","first-page":"8800","article-title":"COVID-19 vaccine passport for a safe resumption of travel","volume":"18","author":"Pavli A","year":"2021","unstructured":"Pavli A, Maltezou HC. 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