Selected Peer-Reviewed Journal Papers
2024​
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Zhao, X., Sun, Y., Liu, W., & Wong, C.-W. (forthcoming). Tailoring generative AI chatbots for multiethnic communities in disaster preparedness communication: Extending the CASA Paradigm. Journal of Computer-Mediated Communication. https://doi.org/10.1093/jcmc/zmae022 [Journal Preprint]
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Zhao, X., Ma, Z., & Ma, R. (2024). Analyzing narrative contagion through user storytelling in social media conversations: An AI-powered computational approach. New Media & Society. https://doi.org/10.1177/14614448241285445
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Liu, W., Zhao, X., Zhan, M., & Hernandez, S. (2024). Streaming disasters on TikTok: Examining social mediated crisis communication, public engagement, and emotional responses during the 2023 Maui Wildfire. Public Relations Review, 50(5), 1-11. https://doi.org/10.1016/j.pubrev.2024.102512
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Zhao, X., Shaw, J., & Ma, Z. (2024). How individuals cope with anger- and sadness- induced narrative health misinformation: Roles of transportation and correction. Online Media and Global Communication. Advanced online publication. https://doi.org/10.1515/omgc-2024-0021
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Zhao, X., Cheng, Y., Lee, J., & Shaw, J. (2024). Situating deep learning in a relating management approach: Examining the dynamics and outcomes of contingent organization-public relationships (COPRs) in crisis. Public Relations Review, 50(2). https://doi.org/10.1016/j.pubrev.2024.102437
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You, L., Zhao, X., & Xu, S. (2024). How political ideology affects the communication of organizational relations: A social network approach. Public Relations Review, 50(2). https://doi.org/10.1016/j.pubrev.2024.102451
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Xu, S., Zhao, X., & Chen, J. (2024). A temporal approach to online discussion during disasters: Applying SIR infectious disease model to predict topic growth and examining effects of temporal distance. Public Relations Review, 50(2). https://doi.org/10.1016/j.pubrev.2024.102430
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Ma, Z., Lu, Y., & Zhao, X. (2024). Impact of emotional awareness on responses to vaccine-related narrative misinformation. Journal of Broadcasting & Electronic Media. https://doi.org/10.1080/08838151.2024.2337866
2023
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Zhao, X., & Liu, W. (2023). Examining the dynamics of interpersonal communication network for disaster coping among a multiethnic community.Communication Monograph. https://doi.org/10.1080/03637751.2023.2290681
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Ma, R. & Zhao, X. (2023). How gay and bisexual men respond to mpox messages through risk- versus identity-based mechanisms: An integrated model. Communication Monograph. https://doi.org/10.1080/03637751.2023.2289491
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Zhao, X., & Wong, C.-W. (2023). Automated measures of sentiment via transformer- and lexicon-based sentiment analysis (TLSA). Journal of Computational Social Science. [Journal Preprint]
https://doi.org/10.1007/s42001-023-00233-8
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Ma, Z., Ma, R., Zhao, X., & Wang, X. (2023). Stories that engage the audience: An investigation of popular breast cancer narratives on social media. Telematics & Informatics, 85. https://doi.org/10.1016/j.tele.2023.102048
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Zhao, X. & Tsang, S. J. (2023). How people process different types of health misinformation: Roles of content falsity and evidence type. Health Communication. Advanced online publication. https://doi.org/10.1080/10410236.2023.2184452
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Zhan, M. & Zhao, X. (2023). Fostering organization-public relationships through organizational openness and engagement: A meta-analysis. Journal of Public Relations Research, 35(2), 86-112. https://doi.org/10.1080/1062726X.2022.2160335
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Rohde, J. A., Saffer, A. J, & Zhao, X. (2023). Health discussion network characteristics among a sample of people with inflammatory bowel disease. Chronic Illness. Advanced online publication. https://doi.org/10.1177/17423953231164794
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Zhan, M., Zhao, X., & Ma, L. (2023). Interplay of message features and source: Predicting twitter users’ engagement behaviors following a terrorist attack. Communication Research Report, 40(1), 51-64. https://doi.org/10.1080/08824096.2023.2171380​
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2022​​​
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Zhao, X., Ma, Z., Xu, S., & Austin, L. (2022). How information repertoire affects vaccine hesitancy: Processes of information verification and cognitive elaboration. Health Communication [Impact Factor: 3.501]. https://doi.org/10.1080/10410236.2022.2154017
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Zhao, X., Wang, X., Ma, Z., & Ma, R. (2022). Primacy effect of emotions in social stories: User engagement behaviors with breast cancer narratives on Facebook. Computers in Human Behavior [Impact Factor: 8.957]. https://doi.org/10.1016/j.chb.2022.107405
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Liu, W., & Zhao, X. (2022). How communication ecology impacts disaster coping in multiethnic communities: The roles of disaster communication network size, heterogeneity, and localness. Mass Communication & Society [Impact Factor: 3.256]. https://doi.org/10.1080/15205436.2022.2129390​
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Zhao, X., Xu, S. & Austin, L. (2022). Medium and source convergence in crisis information acquisition: Patterns, antecedents, and outcomes. New Media & Society [Impact Factor: 8.061]. https://journals.sagepub.com/doi/10.1177/14614448221088866
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Zhao, X., Tsang, S. J., & Xu, S. (2022). Motivated responsibility attribution in a pandemic: Roles of political orientation, perceived severity, and construal level. International Journal of Communication, 16, 2260-2282. https://ijoc.org/index.php/ijoc/article/view/17832
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Zhao, X. & Wang, X. (2022). Dynamics of networked framing: Automated frame analysis of government media and the public on Weibo with pandemic big data. Journalism & Mass Communication Quarterly [Impact Factor: 4.128]. https://doi.org/10.1177/10776990211072508
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Zhao, X. (2022). A multilevel perspective to social media influentials’ frame building across crises. Social Science Computer Review [Impact Factor: 4.587]. https://doi.org/10.1177/08944393211073746
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Zhao, X. & Chen, Y. R. (2022). How brand-stakeholder dialogue drives brand-hosted community engagement on social media: A mixed-methods approach. Computers in Human Behavior [Impact Factor: 8.957], 131. https://doi.org/10.1016/j.chb.2022.107208
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2021
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Tsang, S. J., Zhao, X., & Chen, Y. R. (2021). Assessing mechanisms underlying the sharing of official versus nonofficial information during a pandemic. International Journal of Environmental Research and Public Health, 18(24). https://doi.org/10.3390/ijerph182413298 [Impact Factor: 3.390]
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Zhao, X. & Tsang, S. J. (2021). Self-protection by fact-checking: How information seeking and verifying affect preventive behaviors in the pandemic. Journal of Contingency and Crisis Management. https://doi.org/10.1111/1468-5973.12372 [Impact Factor: 4.391]
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Zhao, X. & Oh, H. J. (2021). What fosters interorganizational frame convergence: Examining a semantic network during the opioid crisis. Public Relations Review, 47(3). https://doi.org/10.1016/j.pubrev.2021.102042 [Impact Factor: 3.488]
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Zhan, M., & Zhao, X. (2021). How publics react to issues with risk implications: Extending a relational perspective of issues management. Journal of Contingency and Crisis Management. https://doi.org/10.1111/1468-5973.12359 [Impact Factor: 4.391]
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Chen, Y.* & Zhao, X.* (* equal authors) (2021). Digital dialogue in online brand communities: Examining the social network outcomes of brands’ dialogue with Facebook users. Telematics & Informatics. https://doi.org/10.1016/j.tele.2020.101507 [Impact Factor: 9.14]
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2020
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Zhao, X., & Fink, E. L. (2020). Proattitudinal versus counterattitudinal messages: Message discrepancy, reactance, and the boomerang effect. Communication Monographs, advanced online publication. https://doi.org/10.1080/03637751.2020.1813317 [Impact Factor: 8.667]
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Zhao, X., Zhan, M., & Ma, L. (2020). How publics react to situational and renewing organizational responses across crises: Examining SCCT and DOR in social-mediated crises. Public Relations Review, 46(4), advanced online publication. https://doi.org/10.1016/j.pubrev.2020.101944 [Impact Factor: 3.488]
2019
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Zhao, X., Zhan, M., & Liu, B. F. (2019). Understanding motivated publics during disasters: Examining message functions, frames, and styles of social media influentials and followers. Journal of Contingency and Crisis Management, 27, 387-399. doi:10.1111/1468-5973.12279
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Zhao, X., & Zhan, M. (2019). Appealing to the heart: How social media communication characteristics affect audiences’ message favorability during Manchester terrorist attack. International Journal of Communication, 13, 3826–3847.
2018
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Zhao, X., Zhan, M., & Liu, B. F. (2018). Disentangling social media influence in crises: Testing a four-factor model of social media influence with large data. Public Relations Review, 44, 549-561. doi: 10.1016/j.pubrev.2018.08.002
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Zhao, X., Zhan, M., & Jie, C. (2018). Examining multiplicity and dynamics of publics' crisis narratives with large-scale Twitter data. Public Relations Review, 44, 619-632. doi:10.1016/j.pubrev.2018.07.004
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Zhao, X., Yang, B., & Wong, C.-W. (2018). Analyzing trend for immigrants’ e-health engagement from 2008 to 2013. Health Communication, 16, 1-11. doi:10.1080/10410236.2018.1475999
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Yang, B., & Zhao, X. (2018). TV, social media, and college students’ binge drinking intentions: Moderated mediation models. Journal of Health Communication, 1, 61-71. doi:10.1080/10810730.2017.1411995
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Zhao, X., Zhan, M., & Wong, C.-W. (2018). Segmenting and understanding publics in a social media information sharing network: An interactional and dynamic approach. International Journal of Strategic Communication, 12, 25-45. doi:10.1080/1553118X.2017.1379013​​
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Open-source Code/Software​​​
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Zhao, X., Sun, Y., Liu, W., & Wong, C.-W. (forthcoming). Generative AI Chatbot for Disaster Preparedness Communication. Chatbot source code and user instructions available at: https://bitbucket.org/leecwwong/ai_chatbot/
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Zhao, X. (2024). Chain-of-thought-based AI chatbot for healthcare image generation. Source code available at: https://github.com/everyl12/streamlit_chatbot_CoT
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Zhao, X., Wong, C.-W. (2023). Automated Measures of Sentiment via Transformer- and Lexicon-Based Sentiment Analysis (TLSA). Source code available at: https://bitbucket.org/leecwwong/tlsa_webservice_public/ Software available at: http://tlsa-service.ddns.net:5000/ [TLSA has been visited for 6885 times and executed 119 times as of Jan. 1st, 2024.]
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Zhao, X. (2022). Crisis emotion classification with a fine-tuned RoBERTa. Source code available at https://huggingface.co/everyl12/crisis_emotion_roberta [Total downloads: 342]
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Zhao, X. (2022). Crisis sentiment classification with a fine-tuned RoBERTa. Source code available at https://huggingface.co/everyl12/crisis_sentiment_roberta [Total downloads: 588]
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Book Chapter
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Zhao, X. (2022). Toward more valid and transparent research: A methodological review of social media and crisis communication. Social Media and Crisis Communication (2nd Ed.). Taylor & Francis.
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Selected Refereed Conference Publications​
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Zhao, X., Sun, Y., Liu, W., & Wong, C.-W. (2024). Tailoring generative AI chatbots for multiethnic communities in disaster preparedness communication: Extending the CASA paradigm. Paper presented at AEJMC 2024 Conference (SHER Division). [slides]
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Zhao, X., & Wong, C.-W. (2024). TikTok engagement traces over time and health risky behaviors: Combining data linkage and computational methods. Paper presented at AEJMC 2024 Conference (Comm Theory and Methodology Division). [slides]
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Ma, R. & Zhao, X. (2023). How gay and bisexual men respond to mpox messages through risk- versus identity-based mechanisms: An integrated model. Paper presented at the annual conference of National Communication Association (Top Paper Award, Health Communication Division), National Harbor, MD.
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Zhao, X., & Wong, C.-W. (2023). Transformer- and Lexicon-based Sentiment Analysis as a Web Service. Paper presented at the 73rd Annual Conference of International Communication Association (Computational Methods Division). [video]
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Zhao, X., Ma, Z., Xu, S., & Austin, L. (2022). How information repertoire affects vaccine hesitancy: Processes of information verification and cognitive elaboration. Paper presented at the 72nd Annual Conference of International Communication Association (Information Systems Division). [video]
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Zhao, X., Wang, X., Ma, Z., & Ma, R. (2022). Sequence of emotions in social stories: Examining user engagement with breast cancer narratives on Facebook. Paper presented at the 72nd Annual Conference of International Communication Association (Health Communication Division). [video]
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Zhao, X., Xu, S., & Austin, L. (2022). Medium and source convergence in crisis information acquisition: Patterns, antecedents, and outcomes. Paper presented at the 72nd Annual Conference of International Communication Association (Mass Communication Division). [video]
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Zhao, X., & Chen, Y. R. (2021). Mechanisms of digital dialogue in driving online brand community engagement. Paper presented at the 107th Annual Conference of National Communication Association (Public Relations Division), Seattle, WA. [video]​
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Wu, J., Wong, C.-W., Zhao, X., & Liu, X. (2021). Toward effective automated content analysis via crowdsourcing. Paper presented to the IEEE International Conference on Multimedia and Expo (ICME). https://arxiv.org/abs/2101.04615 [slides] [video]
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Zhao, X., Tsang, S. J., & Xu, S. (2021). Motivated responsibility attribution in pandemic: An integrated framework of antecedents, processes and outcomes. Paper presented at the 71st Annual Conference of International Communication Association (Public Relations Division), Virtual Conference (COVID-19). [video]
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Zhao, X. (2021). Examining social media influentials’ frame building across crisis clusters: A multilevel perspective. Paper presented at the 71st Annual Conference of International Communication Association (Public Relations Division), Virtual Conference (COVID-19). [video]
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Zhan, M., & Zhao, X. (2020, May). Organizational openness, public engagement, and organization-public relationships: A meta-analysis. Paper presented at 70th Annual Conference of International Communication Association (Top Faculty Papers, Public Relations Division), Australia.
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Zhao, X., & Fink, E. L. (2018, May). Two routes to the boomerang effect: Proattitudinal versus counterattitudinal messages. Paper presented at the 68th Annual Conference of International Communication Association (Top Faculty Papers, Information System Division), Prague.
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Zhao, X., Zhan, M., & Wong, C.-W. (2017, May). Evolving publics, evolving messages: Analyzing publics’ information sharing network in a social-mediated crisis. Paper presented at the 67th Annual Conference of International Communication Association (Top Student Papers, Public Relations Division), San Diego, CA.