Understanding the perceptions of Chinese women of the commercially available domestic and imported HPV vaccine: A semantic network analysis

Wang, Qi; Zhang, Wen; Cai, Hongning; Yuan, Cao

doi:10.1016/j.vaccine.2020.11.016

Cited by 15 publications

(20 citation statements)

References 30 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…As shown in Figure 2c, four studies applied a lexicon-based approach [18], [19], [25], [21], while seven used a ML-based approach [16], [20], [22], [26], [23], [15], [17]. Jiménez-Zafra used both approaches to measure public and physician opinions on drug therapies posted in user forums [24].…”

Section: ) Name Of Sentiment Analysis Methods Appliedmentioning

confidence: 99%

“…The studies were published between 2015 [15] and 2020 [16], [17] as shown in Figure 2a. In line with the location of corresponding authors, half of the studies (n=6/12) were written in the US [18], [19], [20], [21], [22], [23], one each in the UK [16], in Spain [24], Netherlands [25], Sweden [15], China [17], and Italy [26] (Figure 2b).…”

Section: B Summary Of Study Characteristics 1) Year Of Publication and Country Of Originmentioning

confidence: 99%

“…Four studies assessed and compared patient perceptions on treatments that they received for their indication [19], [21], [26], [15], four studies aimed to examine opinions on HPV vaccination available on social media [18], [16], [23], [17], and two studies were interested to learn about the patient experiences of orthodontic treatments via testimonials [25], [22]. Jiménez-Zafra sought to examine both patient and physician opinions on drug therapies expressed in user forums, and De Silva investigated the impact on influence from social media on the patient's treatment selection, experience, and recovery for prostate cancer [24], [20] (see Table I).…”

Section: ) Study Objectivesmentioning

confidence: 99%

“…The three data sources identified in the selected studies were Twitter [18], [16], [19], [22], [23], blogs and forums [24], [20], [21], [15], YouTube [25], Facebook [26], and posts on a website (Weibo.com) [17].…”

Section: Data Sourcesmentioning

confidence: 99%

“…As shown in Figure 2e, four studies focused on cancer treatments [15], [22], [19], [20], four centred on human papillomavirus (HPV) vaccines [18], [16], [23], [17] two were on orthodontics [25], [22], and infliximab for Crohn's disease [26]. Jiménez-Zafra examined how individuals expressed their opinion on drug treatments in medical forums [24].…”

Section: ) Health Technology(ies)mentioning

confidence: 99%

See 4 more Smart Citations

Case Studies on the Use of Sentiment Analysis to Assess the Effectiveness and Safety of Health Technologies: A Scoping Review

Polisena¹,

Andellini

Salerno

et al. 2021

IEEE Access

View full text Add to dashboard Cite

A health technology assessment (HTA) is commonly defined as a multidisciplinary approach used to evaluate medical, social, economic, and ethical issues related to the use of a health technology in a systematic, transparent, unbiased, robust manner. To help inform HTA recommendations, the surveillance of social media platforms can provide important insights to the clinical community and to decision makers on the effectiveness and safety of the use of health technologies on a patient. A scoping review of the published literature was performed to gain some insight on the accuracy and automation of sentiment analysis (SA) used to assess public opinion on the use of health technologies. A literature search of major databases was conducted. The main search concepts were SA, social media, and patient perspective. Among the 1,776 unique citations identified, 12 studies that described the use of SA methods to evaluate public opinion on or experiences with the use of health technologies as posted on social media platforms were included. The SA methods used were either lexicon-or machine learning-based. Two studies focused on medical devices, three examined HPV vaccination, and the remaining studies targeted drug therapies. Due to the limitations and inherent differences among SA tools, the outcomes of these applications should be considered exploratory. The results of our study can initiate discussions on how the automation of algorithms to interpret public opinion of health technologies should be further developed to optimize the use of data available on social media.

show abstract

Section: ) Name Of Sentiment Analysis Methods Appliedmentioning

confidence: 99%

Section: B Summary Of Study Characteristics 1) Year Of Publication and Country Of Originmentioning

confidence: 99%

Section: ) Study Objectivesmentioning

confidence: 99%

Section: Data Sourcesmentioning

confidence: 99%

Section: ) Health Technology(ies)mentioning

confidence: 99%

See 3 more Smart Citations

Case Studies on the Use of Sentiment Analysis to Assess the Effectiveness and Safety of Health Technologies: A Scoping Review

Polisena¹,

Andellini

Salerno

et al. 2021

IEEE Access

View full text Add to dashboard Cite

show abstract

Investigating Media Coverage and Public Perceptions of the HPV Vaccine in China – A Content Analysis of Weibo Posts

Whyke

Lopez-Mugica

2022

Sexuality & Culture

View full text Add to dashboard Cite

Human papillomavirus (HPV) is one of the most common sexually transmitted infections worldwide. The HPV vaccination has been widely advocated around the world since the vaccine is beneficial in avoiding diseases, including some sexually transmitted diseases, brought on by HPV infections. For most Chinese, the HPV vaccine is still a relatively new concept, having only been made available to the general public in 2016. Despite the vaccine’s increased prominence, there is still a lack of investigation about how the public is influencing the conversation about HPV vaccines and the public’s perception of this vaccine. With the theoretical construct of the Health Belief Model, this study conducts both quantitative and qualitative content analysis to investigate the existing media narratives around HPV vaccines in China and the changes in public opinion by looking at users’ contributions on Weibo, one of China’s most popular social networking sites. It was found that different groups of Weibo users had contributed to diverse narratives surrounding HPV vaccination. Though the public awareness of HPV vaccination had been improved along with increasingly active communication practices and enhanced public health services, public knowledge about HPV remains inadequate. Therefore, to facilitate the popularisation of HPV related knowledge, more effort should be invested in tailoring and disseminating messages that communicate responsive and comprehensive HPV related information.

show abstract

Stages of HPV Vaccine Hesitancy Among Guardians of Female Secondary School Students in China

Zheng

Liu

Zhang

et al. 2023

Journal of Adolescent Health

View full text Add to dashboard Cite

Understanding the perceptions of Chinese women of the commercially available domestic and imported HPV vaccine: A semantic network analysis

Cited by 15 publications

References 30 publications

Case Studies on the Use of Sentiment Analysis to Assess the Effectiveness and Safety of Health Technologies: A Scoping Review

Case Studies on the Use of Sentiment Analysis to Assess the Effectiveness and Safety of Health Technologies: A Scoping Review

Investigating Media Coverage and Public Perceptions of the HPV Vaccine in China – A Content Analysis of Weibo Posts

Stages of HPV Vaccine Hesitancy Among Guardians of Female Secondary School Students in China

Contact Info

Product

Resources

About