Danielle Yee, Sabrina Khan, Caterina Zagona-Prizio, Nicole Maynard, Rasika Reddy, Samiya Khan, Manan Mehta, April W Armstrong
{"title":"社交媒体中银屑病患者对严重急性呼吸系统综合征冠状病毒2型疫苗的公众认知:内容、情绪和参与度分析","authors":"Danielle Yee, Sabrina Khan, Caterina Zagona-Prizio, Nicole Maynard, Rasika Reddy, Samiya Khan, Manan Mehta, April W Armstrong","doi":"10.1177/24755303221110095","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Psoriasis patients may seek information about the SARS-CoV-2 vaccine and their disease from social media platforms. Analyses of social media interactions may help guide dermatologists' educational efforts during this pandemic.</p><p><strong>Objectives: </strong>This study analyzes social media interactions among patients with psoriasis and psoriatic arthritis regarding the SARS-CoV-2 vaccine to determine the misinformation circulating and the apprehension to receiving the vaccine.</p><p><strong>Methods: </strong>Publicly accessible Facebook and Reddit groups regarding psoriasis and psoriatic arthritis were identified. Posts uploaded between March 1, 2021 and July 31, 2021 which contained information about the SARS-CoV-2 vaccine were extracted. First-order themes, sub-themes, sentiment scores and engagement scores were assigned to each post.</p><p><strong>Results: </strong>345 posts within the first-order theme of <i>vaccination decision</i> and 1379 posts within the first-order theme of <i>vaccine reaction</i> were analyzed. Within <i>vaccination decision</i>, common sub-themes for refusing the vaccine include <i>fear of psoriasis flare up, vaccine is experimental, vaccine is unnecessary, vaccine is dangerous</i>, and <i>concern for reaction/vaccine efficacy while on psoriasis medications</i>. 41.4% of posts contained positive sentiment; whereas, 38.3% contained negative sentiment. Within <i>vaccine reaction</i>, common sub-themes identified were <i>no change to psoriasis, skin/joint flare up, skin flare up attributed specifically to stopping psoriasis medications, skin/joint improvement,</i> and <i>skin flare up but vaccine was worth it</i>. 77.8% of posts contained positive sentiment; whereas, 6.2% contained negative sentiment.</p><p><strong>Conclusions: </strong>Our study identified common SARS-CoV-2 vaccine concerns within the psoriasis community which should be used to guide educational efforts.</p>","PeriodicalId":36656,"journal":{"name":"Journal of Psoriasis and Psoriatic Arthritis","volume":"7 1","pages":"164-173"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9207593/pdf/","citationCount":"0","resultStr":"{\"title\":\"Public Perception of SARS-CoV-2 Vaccines Among Psoriasis Patients in Social Media: Content, Sentiment, and Engagement Analysis.\",\"authors\":\"Danielle Yee, Sabrina Khan, Caterina Zagona-Prizio, Nicole Maynard, Rasika Reddy, Samiya Khan, Manan Mehta, April W Armstrong\",\"doi\":\"10.1177/24755303221110095\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Psoriasis patients may seek information about the SARS-CoV-2 vaccine and their disease from social media platforms. Analyses of social media interactions may help guide dermatologists' educational efforts during this pandemic.</p><p><strong>Objectives: </strong>This study analyzes social media interactions among patients with psoriasis and psoriatic arthritis regarding the SARS-CoV-2 vaccine to determine the misinformation circulating and the apprehension to receiving the vaccine.</p><p><strong>Methods: </strong>Publicly accessible Facebook and Reddit groups regarding psoriasis and psoriatic arthritis were identified. Posts uploaded between March 1, 2021 and July 31, 2021 which contained information about the SARS-CoV-2 vaccine were extracted. First-order themes, sub-themes, sentiment scores and engagement scores were assigned to each post.</p><p><strong>Results: </strong>345 posts within the first-order theme of <i>vaccination decision</i> and 1379 posts within the first-order theme of <i>vaccine reaction</i> were analyzed. Within <i>vaccination decision</i>, common sub-themes for refusing the vaccine include <i>fear of psoriasis flare up, vaccine is experimental, vaccine is unnecessary, vaccine is dangerous</i>, and <i>concern for reaction/vaccine efficacy while on psoriasis medications</i>. 41.4% of posts contained positive sentiment; whereas, 38.3% contained negative sentiment. Within <i>vaccine reaction</i>, common sub-themes identified were <i>no change to psoriasis, skin/joint flare up, skin flare up attributed specifically to stopping psoriasis medications, skin/joint improvement,</i> and <i>skin flare up but vaccine was worth it</i>. 77.8% of posts contained positive sentiment; whereas, 6.2% contained negative sentiment.</p><p><strong>Conclusions: </strong>Our study identified common SARS-CoV-2 vaccine concerns within the psoriasis community which should be used to guide educational efforts.</p>\",\"PeriodicalId\":36656,\"journal\":{\"name\":\"Journal of Psoriasis and Psoriatic Arthritis\",\"volume\":\"7 1\",\"pages\":\"164-173\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9207593/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Psoriasis and Psoriatic Arthritis\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1177/24755303221110095\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Psoriasis and Psoriatic Arthritis","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/24755303221110095","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Medicine","Score":null,"Total":0}
Public Perception of SARS-CoV-2 Vaccines Among Psoriasis Patients in Social Media: Content, Sentiment, and Engagement Analysis.
Background: Psoriasis patients may seek information about the SARS-CoV-2 vaccine and their disease from social media platforms. Analyses of social media interactions may help guide dermatologists' educational efforts during this pandemic.
Objectives: This study analyzes social media interactions among patients with psoriasis and psoriatic arthritis regarding the SARS-CoV-2 vaccine to determine the misinformation circulating and the apprehension to receiving the vaccine.
Methods: Publicly accessible Facebook and Reddit groups regarding psoriasis and psoriatic arthritis were identified. Posts uploaded between March 1, 2021 and July 31, 2021 which contained information about the SARS-CoV-2 vaccine were extracted. First-order themes, sub-themes, sentiment scores and engagement scores were assigned to each post.
Results: 345 posts within the first-order theme of vaccination decision and 1379 posts within the first-order theme of vaccine reaction were analyzed. Within vaccination decision, common sub-themes for refusing the vaccine include fear of psoriasis flare up, vaccine is experimental, vaccine is unnecessary, vaccine is dangerous, and concern for reaction/vaccine efficacy while on psoriasis medications. 41.4% of posts contained positive sentiment; whereas, 38.3% contained negative sentiment. Within vaccine reaction, common sub-themes identified were no change to psoriasis, skin/joint flare up, skin flare up attributed specifically to stopping psoriasis medications, skin/joint improvement, and skin flare up but vaccine was worth it. 77.8% of posts contained positive sentiment; whereas, 6.2% contained negative sentiment.
Conclusions: Our study identified common SARS-CoV-2 vaccine concerns within the psoriasis community which should be used to guide educational efforts.