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Oh J, Jin E, Zhuo S. How Perceived Humor Motivates and Demotivates Information Processing of TikTok Videos: The Moderating Role of TikTok Gratifications. HEALTH COMMUNICATION 2025; 40:1169-1180. [PMID: 39114962 DOI: 10.1080/10410236.2024.2389353] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2025]
Abstract
TikTok has been an innovative platform for distributing health messages with its wide appeal to younger audiences. The current study examines how the perceived humor of TikTok videos that promote COVID-19 vaccination influences persuasion through cognitive and affective mechanisms. In a survey study (N = 186), perceived humor was a positive predictor of source liking and happiness but was also associated with message discounting. Both source liking and happiness indirectly encouraged pro-vaccination attitudes by motivating message elaboration. In contrast, message discounting reduced elaboration, which discouraged pro-vaccination attitudes. Especially, those who watch TikTok for information gratification counterargued more as perceived humor increased.
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Affiliation(s)
- Jeeyun Oh
- Stan Richards School of Advertising & Public Relations, Moody College of Communication, The University of Texas at Austin
| | - Eunjoo Jin
- Jack J. Valenti School of Communication, University of Houston
| | - Shuer Zhuo
- Stan Richards School of Advertising & Public Relations, Moody College of Communication, The University of Texas at Austin
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Yu J, Zhao Y. Health messages that engage audiences after the COVID-19 pandemic: content analysis of Chinese posts on social media. Front Public Health 2025; 13:1533390. [PMID: 40171439 PMCID: PMC11958945 DOI: 10.3389/fpubh.2025.1533390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2024] [Accepted: 02/24/2025] [Indexed: 04/03/2025] Open
Abstract
Background After China lifted strict COVID-19 control measures, the winter of 2023 saw widespread outbreaks of emerging infectious diseases, including various strains of influenza, mycoplasma pneumonia, and COVID-19. These diseases have heightened the risk of repeated infections and severe illness, making health communication strategies increasingly important for health promotion. While most studies focus on message dissemination by authorities and experts, the role of patient-generated content, shared by individuals with firsthand health experiences, remains underexplored. Methods In this context, social media platforms like Xiaohongshu provide a new avenue for users to share personal health experiences, which have become an important aspect of health communication. This study aims to explore how health communicators can use different communication strategies to effectively engage audiences after the pandemic. By conducting a content analysis of 1,824 posts related to emerging infectious diseases on Xiaohongshu after the COVID-19 pandemic, we examine the relationship between health message strategies and audience engagement. Results The results reveal that, in terms of message content, textual strategies such as information-focused language and source credibility cues positively impact audience engagement. In contrast, rich visual content negatively affects engagement. Regarding message style, strategies that include affective, interactive, and cohesive cues in text, as well as the use of warm colors in visuals, positively predict audience engagement. Conclusion This study develops an integrated framework for health communicators to effectively use social media to share personal health experiences and engage audiences in collective responses to health crises.
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Affiliation(s)
- Jing Yu
- School of Communication, East China Normal University, Shanghai, China
| | - Yitong Zhao
- School of Politics and International Relations, East China Normal University, Shanghai, China
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Liang H, Jia L, Meng Y. Impacts of government social media on public engagement in low-carbon practices focusing on Japan. ENVIRONMENTAL RESEARCH 2024; 263:120019. [PMID: 39284489 DOI: 10.1016/j.envres.2024.120019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 08/18/2024] [Accepted: 09/14/2024] [Indexed: 09/21/2024]
Abstract
This study investigates the role of Government Social Media (GSM) in enhancing public engagement with Low-Carbon Practices (LCP) in Japan. Motivated by the need to foster sustainable development and mitigate climate change impacts, this research utilizes negative binomial regression model analyzing 1022 posts from nine Japanese government social media accounts. Our findings reveal that increased media richness negatively correlates with engagement, suggesting that content depth over visual appeal is more effective for LCP-related communication. Surprisingly, the dialogic loop reduces engagement, indicating complex public reactions to governmental initiatives. Content themes related to governmental actions and LCP information significantly enhance engagement, while emotional valence shows minimal impact. The study introduces 'social media capital' as a moderating factor, which mitigates the negative effects of dialogic loops and media richness on engagement, and influences the impact of content themes. These insights provide a foundation for future research and guide the development of effective public engagement strategies in environmental policy. The study highlights the need for nuanced GSM strategies that prioritize information quality and relevance to increase public participation in low-carbon initiatives.
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Affiliation(s)
- Hanzhong Liang
- Kirin Central Research Institute, Kirin Holdings Company, Ltd, 26-1, Muraoka-Higashi 2, Fujisawa-shi, Kanagawa, 251-8555, Japan
| | - Lei Jia
- Institute of Agricultural Science and Technology Information, Shanghai Academy of Agricultural Sciences, Shanghai, 201403, China.
| | - Yuan Meng
- Nakatsugawa Works, Mitsubishi Electric Corporation, 1-3 Komanba-cho, Nakatsugawa-shi, Gifu, 508-8666, Japan
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Lungu DA, Røislien J, Smeets I, Wiig S, Brønnick KK. Individual Characteristics in the Comprehension of Pandemic Video Communication: Randomized Controlled Between-Subjects Design. J Med Internet Res 2024; 26:e48882. [PMID: 39631064 DOI: 10.2196/48882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 03/08/2024] [Accepted: 09/27/2024] [Indexed: 12/07/2024] Open
Abstract
BACKGROUND Video played an important role in health communication throughout the COVID-19 pandemic. It was used to communicate pandemic information to the public, with a variety of formats, presenters, and topics. Evidence regarding the effectiveness of video features is available, while how individual characteristics of recipients influence communication comprehension is still limited. OBJECTIVE This study aimed to test 6 individual characteristics and assess their effect on the comprehension of pandemic video communication. METHODS Short health communication videos were presented to a large sample of subjects, receiving questionnaire responses from 1194 participants. Individual characteristics consisted of age, sex, living area, education level, income level, and belief in science. Communication comprehension consisted of both perceived and objective comprehension. The data were analyzed by multiple linear regression. RESULTS Age had a negative effect on both perceived and objective comprehension-age was negatively associated with comprehension. There were sex differences, with higher perceived comprehension and lower objective comprehension among female than male individuals. Living in an urban or a rural area had no significant effect (all P>.05). The level of education and income had a positive effect on both subjective and objective comprehension. Finally, the belief in science had a positive effect on perceived comprehension (P<.001) but did not have a statistically significant effect on objective comprehension (P=.87). CONCLUSIONS The main differences between those who think they understand pandemic communication and those who comprehend it better are sex (female individuals have a higher perception of having comprehended, while male individuals have higher levels of objective comprehension) and belief in science (higher belief in science leads to higher perceived comprehension, while it does not have any impact on objectively understanding the message conveyed).
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Affiliation(s)
- Daniel Adrian Lungu
- SHARE - Centre for Resilience in Healthcare, Department of Quality and Health Technology, Faculty of Health Sciences, University of Stavanger, Stavanger, Norway
| | - Jo Røislien
- SHARE - Centre for Resilience in Healthcare, Department of Quality and Health Technology, Faculty of Health Sciences, University of Stavanger, Stavanger, Norway
| | - Ionica Smeets
- Science Communication and Society, Institute of Biology, Leiden University, Leiden, Netherlands
| | - Siri Wiig
- SHARE - Centre for Resilience in Healthcare, Department of Quality and Health Technology, Faculty of Health Sciences, University of Stavanger, Stavanger, Norway
| | - Kolbjørn Kallesten Brønnick
- SHARE - Centre for Resilience in Healthcare, Department of Quality and Health Technology, Faculty of Health Sciences, University of Stavanger, Stavanger, Norway
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Cai QY, Tang J, Meng SZ, Sun Y, Lan X, Liu TH. Quality assessment of videos on social media platforms related to gestational diabetes mellitus in China: A cross-section study. Heliyon 2024; 10:e29020. [PMID: 38617917 PMCID: PMC11015130 DOI: 10.1016/j.heliyon.2024.e29020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2023] [Revised: 03/25/2024] [Accepted: 03/28/2024] [Indexed: 04/16/2024] Open
Abstract
Purpose This study aimed to systematically evaluate the quality of content and information in videos related to gestational diabetes mellitus on Chinese social media platforms. Methods The videos on various platforms, TikTok, Bilibili, and Weibo, were searched with the keyword "gestational diabetes mellitus" in Chinese, and the first 50 videos with a comprehensive ranking on each platform were included for subsequent analysis. Characteristic information of video was collected, such as their duration, number of days online, number of likes, comments, and number of shares. DISCREN, JAMA (The Journal of the American Medical Association) Benchmark Criteria, and GQS (Global Quality Scores) were used to assess the quality of all videos. Finally, the correlation analysis was performed among video features, video sources, DISCERN scores, and JAMA scores. Results Ultimately, 135 videos were included in this study. The mean DISCERN total score was 31.84 ± 7.85, the mean JAMA score was 2.33 ± 0.72, and the mean GQS was 2.00 ± 0.40. Most of the videos (52.6%) were uploaded by independent medical professionals, and videos uploaded by professionals had the shortest duration and time online (P < 0.001). The source of the video was associated with numbers of "likes", "comments", and "shares" for JAMA scores (P < 0.001), but there was no correlation with DISCERN scores. Generally, videos on TikTok with the shortest duration received the most numbers of "likes", "comments", and "shares", but the overall quality of videos on Weibo was higher. Conclusion Although the majority of the videos were uploaded by independent medical professionals, the overall quality appeared to be poor. Therefore, more efforts and actions should be taken to improve the quality of videos related to gestational diabetes mellitus.
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Affiliation(s)
- Qin-Yu Cai
- The Joint International Research Laboratory of Reproduction and Development, Chongqing Medical University, Chongqing, 400016, China
- Department of Bioinformatics, The School of Basic Medicine, Chongqing Medical University, No.1 Yixueyuan Rd, Yuzhong District, Chongqing, 400016, China
| | - Jing Tang
- The Joint International Research Laboratory of Reproduction and Development, Chongqing Medical University, Chongqing, 400016, China
- Department of Obstetrics and Gynecology, Women and Children's Hospital of Chongqing Medical University, Chongqing, 400037, China
| | - Si-Zhe Meng
- The Joint International Research Laboratory of Reproduction and Development, Chongqing Medical University, Chongqing, 400016, China
- Department of Bioinformatics, The School of Basic Medicine, Chongqing Medical University, No.1 Yixueyuan Rd, Yuzhong District, Chongqing, 400016, China
| | - Yi Sun
- The Joint International Research Laboratory of Reproduction and Development, Chongqing Medical University, Chongqing, 400016, China
- Department of Bioinformatics, The School of Basic Medicine, Chongqing Medical University, No.1 Yixueyuan Rd, Yuzhong District, Chongqing, 400016, China
| | - Xia Lan
- Department of Obstetrics and Gynecology, Women and Children's Hospital of Chongqing Medical University, Chongqing, 400037, China
| | - Tai-Hang Liu
- The Joint International Research Laboratory of Reproduction and Development, Chongqing Medical University, Chongqing, 400016, China
- Department of Bioinformatics, The School of Basic Medicine, Chongqing Medical University, No.1 Yixueyuan Rd, Yuzhong District, Chongqing, 400016, China
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Bai G, Fu K, Fu W, Liu G. Quality of Internet Videos Related to Pediatric Urology in Mainland China: A Cross-Sectional Study. Front Public Health 2022; 10:924748. [PMID: 35784238 PMCID: PMC9240759 DOI: 10.3389/fpubh.2022.924748] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 05/23/2022] [Indexed: 11/16/2022] Open
Abstract
Background Pediatric urological diseases pose serious threats to children's physical and mental health. The COVID-19 pandemic has resulted in poor pediatric outcomes for cryptorchidism, hypospadias, and testicular torsion. Presently, many people tend to seek health information via social media platforms. This study aims to quantitatively assess the quality of videos as an information source for pediatric urology in mainland China. Methods In this cross-sectional study, a search was performed on social media platforms (Tiktok, Bilibili, and Weibo) with the search terms “cryptorchidism”, “hypospadias”, and “testicular torsion”. The first 30 results with any search term listed by relevance were selected in each platform. Video features (duration, number of likes, comments, and shares) and video sources were collected. Each video included in the study was assessed using DISCERN, Journal of the American Medical Association (JAMA) Benchmark Criteria, and Hexagonal Radar Schema. A correlation analysis was performed considering video features, video source, DISCERN scores and JAMA scores. Results A total of 152 videos were included and analyzed. The majority of videos were from physicians (65.8%). According to the DISCERN classification, most videos were rated as “very poor” (48.0%) and “poor” (36.8%). The mean DISCERN and JAMA scores were 36.56 and 2.68, respectively. The duration of videos uploaded by physicians was the shortest (P < 0.001). The video source had no relevance to numbers of “likes”, “comments”, “shares”, DISCERN scores, and JAMA scores (all P-values > 0.05). Other than video duration (P < 0.001), there was no statistically significant difference between groups for any of the recorded or calculated video data (all P values > 0.05). Hexagonal Radar Charts showed the severe imbalance and deficiency of video information. In general, Tiktok videos with the shortest duration received the most numbers of “likes”, “comments”, and “shares”, whereas the overall quality of videos on Weibo was relatively high. Conclusions Despite most of the videos on social media platforms being uploaded by medical authors, the overall quality was poor. The misleading, inaccurate and incomplete information may pose a health risk to the viewers, especially during the COVID-19 pandemic. Much effort needs to be undertaken to improve the quality of health-related videos regarding pediatric urology.
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Affiliation(s)
- Gaochen Bai
- Guangzhou Institute of Pediatrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
- Department of Pediatric Urology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Kai Fu
- Guangzhou Institute of Pediatrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
- Department of Pediatric Urology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Wen Fu
- Guangzhou Institute of Pediatrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
- Department of Pediatric Urology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
- *Correspondence: Wen Fu
| | - Guochang Liu
- Guangzhou Institute of Pediatrics, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
- Department of Pediatric Urology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
- Guochang Liu
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iQiYi Video as a Source of Information on COVID-19 Vaccine: Content Analysis. Disaster Med Public Health Prep 2022; 17:e146. [PMID: 35241207 PMCID: PMC9021588 DOI: 10.1017/dmp.2022.57] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVE This study aims to assess the contents of COVID-19 vaccine related videos available on iQiYi, which is a popular video website in mainland China. METHODS The phrases ""(COVID-19 vaccine) and ""(the abbreviation of "" according to Chinese habits), were searched separately on iQiYi on July 1, 2021. The 200 most popular videos of each search were screened. Video content and characteristics were identified, extracted and independently rated against Global Quality Scale (GQS), Health on the Net Foundation Code of Conduct (HONCode) and DISCERN principle by the 2 authors. RESULTS A total of 90 videos, with a total of 1165596 views, 14498 likes, and 1450 forwards as well as 95 comments at the time of data collection were included in the study. The channels, sources, topics, and formats of the videos were diversified. The majority of videos received high scores on GQS and all the videos partly adhere to HONCode and DISCERN principle. CONCLUSIONS Overall quality of information on iQiYi regarding COVID-19 vaccines remains good. However, existing evaluation tools cannot reflect the complexity of video websites. New and more effective tools or standards should be developed to help people understand the modern landscape of health communication better.
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