Published on in Vol 23, No 9 (2021): September
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/30854, first published
.
Journals
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- Chen Y, Lin Y, Chang Y, Chou W, Yen C. Differences in Sources of Information, Risk Perception, and Cognitive Appraisals between People with Various Latent Classes of Motivation to Get Vaccinated against COVID-19 and Previous Seasonal Influenza Vaccination: Facebook Survey Study with Latent Profile Analysis in Taiwan. Vaccines 2021;9(10):1203 View
- Alhuzali H, Zhang T, Ananiadou S. Emotions and Topics Expressed on Twitter During the COVID-19 Pandemic in the United Kingdom: Comparative Geolocation and Text Mining Analysis. Journal of Medical Internet Research 2022;24(10):e40323 View
- Hsu J, Tsai R. Increased Online Aggression During COVID-19 Lockdowns: Two-Stage Study of Deep Text Mining and Difference-in-Differences Analysis. Journal of Medical Internet Research 2022;24(8):e38776 View
- Liu L, Tu Y, Zhou X. How local outbreak of COVID-19 affect the risk of internet public opinion: A Chinese social media case study. Technology in Society 2022;71:102113 View
- Song C, Yin H, Shi X, Xie M, Yang S, Zhou J, Wang X, Tang Z, Yang Y, Pan J. Spatiotemporal disparities in regional public risk perception of COVID-19 using Bayesian Spatiotemporally Varying Coefficients (STVC) series models across Chinese cities. International Journal of Disaster Risk Reduction 2022;77:103078 View
- Zhu J, Weng F, Zhuang M, Lu X, Tan X, Lin S, Zhang R. Revealing Public Opinion towards the COVID-19 Vaccine with Weibo Data in China: BertFDA-Based Model. International Journal of Environmental Research and Public Health 2022;19(20):13248 View
- Kim M, Noh Y, Yamada A, Hong S. Comparison of the Erectile Dysfunction Drugs Sildenafil and Tadalafil Using Patient Medication Reviews: Topic Modeling Study. JMIR Medical Informatics 2022;10(2):e32689 View
- Gao Z, Wang S, Gu J, Gu C, Liu R. A community-level study on COVID-19 transmission and policy interventions in Wuhan, China. Cities 2022;127:103745 View
- Alhazmi H. Arabic Twitter Conversation Dataset about the COVID-19 Vaccine. Data 2022;7(11):152 View
- Zhou Y, Li R, Shen L. Targeting COVID-19 vaccine-hesitancy in college students: An audience-centered approach. Journal of American College Health 2023:1 View
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- Wang S, Zhang M, Huang X, Hu T, Li Z, Sun Q, Liu Y. Urban-regional disparities in mental health signals in Australia during the COVID-19 pandemic: a study via Twitter data and machine learning models. Cambridge Journal of Regions, Economy and Society 2022;15(3):663 View
- Ljajić A, Prodanović N, Medvecki D, Bašaragin B, Mitrović J. Uncovering the Reasons Behind COVID-19 Vaccine Hesitancy in Serbia: Sentiment-Based Topic Modeling. Journal of Medical Internet Research 2022;24(11):e42261 View
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- Wang S, Huang X, Hu T, Zhang M, Li Z, Ning H, Corcoran J, Khan A, Liu Y, Zhang J, Li X. The times, they are a-changin’: tracking shifts in mental health signals from early phase to later phase of the COVID-19 pandemic in Australia. BMJ Global Health 2022;7(1):e007081 View
- Mir A, Sevukan R. Sentiment analysis of Indian Tweets about Covid-19 vaccines. Journal of Information Science 2024;50(5):1308 View
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- Trevino J, Malik S, Schmidt M. Integrating Google Trends Search Engine Query Data Into Adult Emergency Department Volume Forecasting: Infodemiology Study. JMIR Infodemiology 2022;2(1):e32386 View
- Jang D, Lee B. When Machine Learning Meets Social Science: A Comparative Study of Ordinary Least Square, Stochastic Gradient Descent, and Support Vector Regression for Exploring the Determinants of Behavioral Intentions to Tuberculosis Screening. Asian Communication Research 2022;19(3):101 View
- Huang X, Wang S, Zhang M, Hu T, Hohl A, She B, Gong X, Li J, Liu X, Gruebner O, Liu R, Li X, Liu Z, Ye X, Li Z. Social media mining under the COVID-19 context: Progress, challenges, and opportunities. International Journal of Applied Earth Observation and Geoinformation 2022;113:102967 View
- Zang S, Zhang X, Xing Y, Chen J, Lin L, Hou Z. Applications of Social Media and Digital Technologies in COVID-19 Vaccination: Scoping Review. Journal of Medical Internet Research 2023;25:e40057 View
- Chen Y, Li Y, Wang Z, Quintero A, Yang C, Ji W. Rapid Perception of Public Opinion in Emergency Events through Social Media. Natural Hazards Review 2022;23(2) View
- Jusup M, Holme P, Kanazawa K, Takayasu M, Romić I, Wang Z, Geček S, Lipić T, Podobnik B, Wang L, Luo W, Klanjšček T, Fan J, Boccaletti S, Perc M. Social physics. Physics Reports 2022;948:1 View
- FUKUDA S, NANBA H, SHOJI H. An Analysis of People’s Emotional Change Toward Vaccines and Its Factors in the Corona Disaster. Journal of Japan Society for Fuzzy Theory and Intelligent Informatics 2022;34(3):592 View
- Jing F, Li Z, Qiao S, Zhang J, Olatosi B, Li X. Using geospatial social media data for infectious disease studies: a systematic review. International Journal of Digital Earth 2023;16(1):130 View
- Sauvayre R, Vernier J, Chauvière C. An Analysis of French-Language Tweets About COVID-19 Vaccines: Supervised Learning Approach. JMIR Medical Informatics 2022;10(5):e37831 View
- Cascini F, Pantovic A, Al-Ajlouni Y, Failla G, Puleo V, Melnyk A, Lontano A, Ricciardi W. Social media and attitudes towards a COVID-19 vaccination: A systematic review of the literature. eClinicalMedicine 2022;48:101454 View
- Yin F, Crooks A, Yin L. Information propagation on cyber, relational and physical spaces about covid-19 vaccine: Using social media and splatial framework. Computers, Environment and Urban Systems 2022;98:101887 View
- Tian B, Meng B, Wang J, Zhi G, Qi Z, Chen S, Liu J. Spatio-Temporal Patterns of Fitness Behavior in Beijing Based on Social Media Data. Sustainability 2022;14(7):4106 View
- Chen Q, Crooks A. Analyzing the vaccination debate in social media data Pre- and Post-COVID-19 pandemic. International Journal of Applied Earth Observation and Geoinformation 2022;110:102783 View
- Agrawal A, Kuriakose P. Implications of a Twitter data-centred methodology for assessing commuters’ perceptions of the Delhi metro in India. Computational Urban Science 2022;2(1) View
- Zhou Y, Li R, Shen L. Psychological profiles of COVID vaccine-hesitant individuals and implications for vaccine message design strategies. Vaccine: X 2023;13:100279 View
- Kwon S, Park A. Examining thematic and emotional differences across Twitter, Reddit, and YouTube: The case of COVID-19 vaccine side effects. Computers in Human Behavior 2023;144:107734 View
- Catelli R, Pelosi S, Comito C, Pizzuti C, Esposito M. Lexicon-based sentiment analysis to detect opinions and attitude towards COVID-19 vaccines on Twitter in Italy. Computers in Biology and Medicine 2023;158:106876 View
- Prada E, Langbecker A, Catalan-Matamoros D. Public discourse and debate about vaccines in the midst of the covid-19 pandemic: A qualitative content analysis of Twitter. Vaccine 2023;41(20):3196 View
- Li T, Zeng Z, Sun S, Sun J, Li Q. Constructing a multi-layer heterogeneous networks model to explore the public opinion evolution pattern of key users in public health emergencies. Journal of Information Science 2023 View
- Mitchell S, Beanlands J. “The mask is not for you” : A framing analysis of pro- and anti-mask sentiment on Twitter. Health & New Media Research 2022;6(1):3 View
- Su M, Cheng D, Xu Y, Weng F. An improved BERT method for the evolution of network public opinion of major infectious diseases: Case Study of COVID-19. Expert Systems with Applications 2023;233:120938 View
- Kumar V, Bhattacharyya S. Nonlinear effect of sentiments and opinion sharing on vaccination decision in face of an outbreak: A multiplex network approach. Chaos, Solitons & Fractals 2023;175:114014 View
- Hohl A, Choi M, Medina R, Wan N, Wen M. COVID-19: adverse population sentiment and place-based associations with socioeconomic and demographic factors. Spatial Information Research 2024;32(1):73 View
- Rathke B, Yu H, Huang H. What Remains Now That the Fear Has Passed? Developmental Trajectory Analysis of COVID-19 Pandemic for Co-occurrences of Twitter, Google Trends, and Public Health Data. Disaster Medicine and Public Health Preparedness 2023;17 View
- Kahraman E, Demirel S, Gündüz U. COVID-19 vaccines in twitter ecosystem: Analyzing perceptions and attitudes by sentiment and text analysis method. Journal of Public Health 2023 View
- Thakur N. Sentiment Analysis and Text Analysis of the Public Discourse on Twitter about COVID-19 and MPox. Big Data and Cognitive Computing 2023;7(2):116 View
- Tang M, Heung Y, Fellman B, Bruera E. Frequency of vaccine hesitancy among patients with advanced cancer. Palliative and Supportive Care 2023:1 View
- Lin L, Lin C, Kuan C, Chiou H. Potential Determinants Contributing to COVID-19 Vaccine Acceptance and Hesitancy in Taiwan: Rapid Qualitative Mixed Methods Study. JMIR Formative Research 2023;7:e41364 View
- Wamba S, Guthrie C, Queiroz M, Twinomurinzi H. Digital Technologies and COVID-19 Vaccine Acceptance. Journal of Global Information Management 2023;31(1):1 View
- Faizah , Lin B. Visualizing Change and Correlation of Topics With LDA and Agglomerative Clustering on COVID-19 Vaccine Tweets. IEEE Access 2023;11:51647 View
- Küçük D, Arıcı N. Deep Learning-Based Sentiment and Stance Analysis of Tweets About Vaccination. International Journal on Semantic Web and Information Systems 2023;19(1):1 View
- Baker M, Utku A. Unraveling user perceptions and biases: A comparative study of ML and DL models for exploring twitter sentiments towards ChatGPT. Journal of Engineering Research 2023 View
- Lu M, Ali M, Zhang W, Kumar N. Mediation analysis of public emotions in response to policy implementation performance during crises: the case of COVID-19 management policies in the UK. Public Management Review 2024;26(8):2499 View
- Luo W, Liu Q, Zhou Y, Ran Y, Liu Z, Hou W, Pei S, Lai S. Spatiotemporal variations of “triple-demic” outbreaks of respiratory infections in the United States in the post-COVID-19 era. BMC Public Health 2023;23(1) View
- Hosseinian K, Davis S, Agustines D, Woo B. Letter to the Editor: Perspectives and experiences of COVID-19 vaccination in people with autoimmune and inflammatory rheumatic disease. Patient Education and Counseling 2023:108122 View
- Foroutan E, Hu T, Zhang F, Yu H. Assessing heat vulnerability in Philadelphia using geographically weighted principal component analysis (GWPCA): A geospatial big data-driven approach. International Journal of Applied Earth Observation and Geoinformation 2024;127:103653 View
- Huang X, Wang S, Yang D, Hu T, Chen M, Zhang M, Zhang G, Biljecki F, Lu T, Zou L, Wu C, Park Y, Li X, Liu Y, Fan H, Mitchell J, Li Z, Hohl A. Crowdsourcing Geospatial Data for Earth and Human Observations: A Review. Journal of Remote Sensing 2024;4 View
- Yin S, Chen S, Ge Y. Dynamic Associations Between Centers for Disease Control and Prevention Social Media Contents and Epidemic Measures During COVID-19: Infoveillance Study. JMIR Infodemiology 2024;4:e49756 View
- Guo F, Liu Z, Lu Q, Ji S, Zhang C. Public Opinion About COVID-19 on a Microblog Platform in China: Topic Modeling and Multidimensional Sentiment Analysis of Social Media. Journal of Medical Internet Research 2024;26:e47508 View
- Gyftopoulos S, Drosatos G, Fico G, Pecchia L, Kaldoudi E. Analysis of Pharmaceutical Companies’ Social Media Activity during the COVID-19 Pandemic and Its Impact on the Public. Behavioral Sciences 2024;14(2):128 View
- Liu Q, Son H, Lee W. The game of lies by stock investors in social media: a study based on city lockdowns in China. Financial Innovation 2024;10(1) View
- Singh P, Lamsal R, Singh M, Shishodia B, Sitaula C, Chand S. GeoCovaxTweets: A global analysis of COVID-19 vaccines and vaccination discourse on social media. Journal of Intelligent & Fuzzy Systems 2024:1 View
- Pan C, Wu Y, Wang S, Wang J, Chapman M, Zhang L, Li S. Pandemic fatigue? Insights from geotagged tweets on the spatiotemporal evolution of mental health in Canadian cities during COVID-19. Cities 2024;151:105100 View
- Wu D, Shead H, Ren Y, Raynor P, Tao Y, Villanueva H, Hung P, Li X, Brookshire R, Eichelberger K, Guille C, Litwin A, Olatosi B. Uncovering the Complexity of Perinatal Polysubstance Use Disclosure Patterns on X: Mixed Methods Study. Journal of Medical Internet Research 2024;26:e53171 View
- Chinyanga E, Britwum K, Gustafson C, Bernard J. Did COVID-19 influence fruit and vegetable consumption? Explaining and comparing pandemic peak and post-peak periods. Appetite 2024;201:107574 View
- Liu C, Tian Y, Shi Y, Huang Z, Shao Y. An analysis of public topics and sentiments based on social media during the COVID-19 Omicron Variant outbreak in Shanghai 2022. Computational Urban Science 2024;4(1) View
- Du Y, Cheng H, Liu Q, Tan S. The delayed and combinatorial response of online public opinion to the real world: An inquiry into news texts during the COVID-19 era. Humanities and Social Sciences Communications 2024;11(1) View
- Paradise Vit A, Magid A. Differences in Fear and Negativity Levels Between Formal and Informal Health-Related Websites: Analysis of Sentiments and Emotions. Journal of Medical Internet Research 2024;26:e55151 View
- Anino C, Sanga P, Laar A. Usage of social media and Covid 19 vaccine hesitancy among medical students in Kericho County. PLOS Global Public Health 2024;4(8):e0003529 View
- Cross F, Esqueda A, Ku C, Hunt R, Lucio J, Williams C, Bailey S, Williamson S, Marsh E, Resnicow K. “Life as We Knew It”: Continued Challenges in Getting Up-to-Date COVID-19 Vaccinations Amongst Black and Latinx Michigan Residents. Journal of Racial and Ethnic Health Disparities 2024 View
- AbuRaed A, Prikryl E, Carenini G, Janjua N. Long COVID Discourse in Canada, the US, and Europe: Analysis Using Topic Modeling and Sentiment Analysis on Twitter Data (Preprint). Journal of Medical Internet Research 2024 View
Books/Policy Documents
- Kapoteli E, Chouliara V, Koukaras P, Tjortjis C. Artificial Intelligence and Machine Learning for Healthcare. View
- Siewert S, Kieslich K, Braun M, Dabrock P. Synthetic Biology and the Question of Public Participation. View
- Hu T, Huang X, Wang S. Actionable Science of Global Environment Change. View
- Chen I, Chen Y, Tsai D. Ethical Innovation for Global Health. View
- Okeya-Olayinka A. Public Health Communication Challenges to Minority and Indigenous Communities. View