Tweet Topics and Sentiments Relating to COVID-19 Vaccination Among Australian Twitter Users: Machine Learning AnalysisOriginal Paper Published on 2021-05-192022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, SARS, [키워드] addition administration Analysis analyzed Care collected correlation Coverage COVID-19 COVID-19 vaccination COVID-19 vaccines effective English expressed Health identify Immunity infection control infodemic infodemiology infoveillance large sample latent Dirichlet allocation machine learning measure media Misconception natural language processing Novel coronavirus objective performed positive Positive emotion progression public sentiments public topics reflected Relating Result risk severity of COVID-19 social listening social media supported threat Topic Twitter vaccination [DOI] 10.2196/26953 PMC 바로가기 [Article Type] Original Paper
Deciphering the laws of social network-transcendent COVID-19 misinformation dynamics and implications for combating misinformation phenomenaArticle Published on 2021-05-172022-10-29 Journal: Scientific Reports [Category] COVID-19, [키워드] Analysis Applied mathematics central node combating Complex networks COVID-19 deep learning determine Evolution Health impacted implication Implications infodemic information Log-normal distribution mechanism media network analysis predict risk similarity Spread suppress Topology transfer triggered [DOI] 10.1038/s41598-021-89202-7 PMC 바로가기 [Article Type] Article
Using a Secure, Continually Updating, Web Source Processing Pipeline to Support the Real-Time Data Synthesis and Analysis of Scientific Literature: Development and Validation StudyOriginal Paper Published on 2021-05-062022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, SARS, [키워드] addition alleviate Analysis approach article automated benefit build clinician COVID-19 COVID-19 pandemic critical analysis critical appraisal curated data Data science data synthesis database Decision making development Evidence heterogeneous Imperial College London implementation infodemic information Infrastructure labeling literature methodology misinformation Notation object objective Pipeline platform processing provide real time Research response Result solution Source structured data synthesis Support synthesis systematic review triggered unique validation Volume Web web crawl data [DOI] 10.2196/25714 PMC 바로가기 [Article Type] Original Paper
The Evolution in Anxiety and Depression with the Progression of the Pandemic in Adult Populations from Eight Countries and Four ContinentsArticle Published on 2021-05-012022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, SARS, [키워드] adjusted odds ratio age Anxiety Belgium build Canada caused conducted continent continuum contributed contributing to country COVID-19 outbreak depressive disorder eight England Evolution examined exceeded Factor Factors GAD global pandemic Health healthcare Hong Kong increase in independent indicated infodemic Intervention Logistic regression mental health New pandemic phase Population progression proportion Protective Psychological psychological disorders Psychosocial impact Psychosocial impacts public health measure rising sense of coherence Switzerland The United States Variation were assessed [DOI] 10.3390/ijerph18094845 PMC 바로가기 [Article Type] Article
Patterns of Media Use, Strength of Belief in COVID-19 Conspiracy Theories, and the Prevention of COVID-19 From March to July 2020 in the United States: Survey StudyOriginal Paper Published on 2021-04-272022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, MERS, SARS, [키워드] 95% CI analyzed asked belief broadcast news media change changes in conducted conservative media conspiracy beliefs COVID-19 COVID-19 pandemic COVID-19 vaccines decrease demographic characteristics effort greater growth had no increase in independent Infection infodemic information Intention mask wearing media misinformation National objective pandemic pattern platform predicted Prevent prevention prevention of COVID-19 print news media Probability public health authorities reductions in reported reporters Result social media social media platform Spread strength study period subsequent survey the disease the United State The United States United States vaccinate vaccination vaccination intention vaccination intentions Vaccine [DOI] 10.2196/25215 PMC 바로가기 [Article Type] Original Paper
“Ask a Doctor About Coronavirus”: How Physicians on Social Media Can Provide Valid Health Information During a PandemicArticle Published on 2021-04-202023-06-13 Journal: Journal of Medical Internet Research [Category] MERS, [키워드] coronavirus COVID-19 digital health literacy Ehealth literacy Facebook framework health information health literacy Health promotion infodemic infodemiology mental health misinformation pandemic patient-physician relationship public health social media Trust web-based community [DOI] 10.2196/24586 PMC 바로가기
“Thought I’d Share First” and Other Conspiracy Theory Tweets from the COVID-19 Infodemic: Exploratory StudyOriginal Paper Published on 2021-04-142022-10-31 Journal: JMIR Public Health and Surveillance [Category] COVID-19, MERS, [키워드] 5G active learning Analysis approach Classifier Combination communication connection conspiracy Conspiracy theories coronavirus corpus COVID-19 COVID-19 outbreak creating Critical data set defined downstream events Evolution expression feature filtered health communication identify impacts infodemic infodemiology machine learning media Metrics misinformation objective Other pandemic proportion public health public health messaging Random forest random forest classification Result social media Spread supervised learning theory Topic Twitter unsupervised learning Vaccine Vaccine hesitancy widespread [DOI] 10.2196/26527 PMC 바로가기 [Article Type] Original Paper
Assessment of Studies Evaluating Spinal Manipulative Therapy and Infectious Disease and Immune System Outcomes A Systematic Review척추 수기 치료 및 감염성 질환 및 면역 체계 결과를 평가하는 연구의 평가 체계적인 검토Research Published on 2021-04-132022-09-10 Journal: JAMA Network Open [Category] MERS, SARS, 바이오마커, 임상, [키워드] article assessment association Asymptomatic back pain Biomarker Biomarkers changes in chiropractic clinical evidence Clinical studies clinical study clinical trial clinical trials Cohort studies cohort study conducted contributed control groups Controlled controlled trials COVID-19 pandemic effective Effectiveness Efficacy Endocrine Evaluating Evidence experiment finding Health Organization Health Organization) identify immune immune function immune system immunological Importance IMPROVE improvement Improvements inception index indicated Infectious disease Infectious diseases infodemic information investigated Laboratory lack limitation literature low back pain lymphocyte manipulative marker Nursing objective outcome outcomes participant Participants Patient physiological Point Preliminary data Premature RCT referred to Relevance review screened selected short term spinal Spread Support synthesis System systematic review therapy venipuncture World Health Organization [DOI] 10.1001/jamanetworkopen.2021.5493 PMC 바로가기 [Article Type] Research
Knowledge, Attitudes, and Practices Related to COVID-19 Among Malawi Adults: A Community-Based Survey말라위 성인의 COVID-19 관련 지식, 태도 및 관행: 커뮤니티 기반 설문조사Article Published on 2021-04-132022-09-10 Journal: International Journal of Environmental Research an [Category] MERS, SARS, 치료기술, [키워드] challenge Chi-square chi-square test conducted correlation country COVID-19 Data analysis Data collection determine determined by economic status Factor Formal Health Health Education health system infodemic information information management involved KAP knowledge lack Linear regression LMIC Malawi management measure Measures money Participants Practice questionnaire radio resource situation survey vulnerable population was used were used [DOI] 10.3390/ijerph18084090 PMC 바로가기 [Article Type] Article
Echo Chamber Effect in Rumor Rebuttal Discussions About COVID-19 in China: Social Media Content and Network Analysis StudyOriginal Paper Published on 2021-03-252022-10-30 Journal: Journal of Medical Internet Research [Category] Coronavirus, SARS, [키워드] accompanied Analysis analyzed Attitude chamber Characteristics Chinese Community Consensus content COVID-19 dimensions disease dissemination distribution early stage ECHO echo chamber effect Effect Effectiveness evaluate examined expression heterogeneity indicated infodemic infodemiology information infoveillance Interaction interactions mechanism media network network analysis objective platform programming public health Research response Result rumor rumor rebuttal seeking significantly more statistical analysis tested Topic Weibo [DOI] 10.2196/27009 PMC 바로가기 [Article Type] Original Paper