Chung Jae Eun, Mustapha Indra Z, Li Jiang, Gu Xinbin
Cathy Hughes School of Communications, Howard Univ, USA.
College of Dentistry, Howard Univ, USA.
Public Health Pract (Oxf). 2022 Feb 26;3:100239. doi: 10.1016/j.puhip.2022.100239. eCollection 2022 Jun.
Public understanding of human papillomavirus (HPV)-associated oropharyngeal cancer (OPC) is minimally understood. Therefore uncovering communication gaps between the public and healthcare professionals regarding this disease is vital. Social media provide an unobtrusive way to understand public perception about health issues.
Computer-assisted quantitative content analysis.
Tweets about HPV-associated OPC ( = 3,112) were collected for 40 weeks using the standard real-time streaming Application Programming Interface (API). The collection of tweets was not limited to one specific geographic location but worldwide. All tweets were entered into nVivo 12.0 to conduct computer-assisted quantitative content analysis. We used an inductive method to develop a coding scheme and examined the frequency of specific keywords, terms, and phrases in texts.
Findings show that (a) the majority of discourse on Twitter focused on risk factors and prevention with little information on diagnosis, treatment, and prognoses; (b) many tweets promoted HPV vaccination among boys and emphasized the risk of HPV-associated OPC among males; (c) the role of dental care professionals in the prevention and detection of OPC minimally appeared; (d) the public referred to OPC as oral cancer, head and neck cancer, or throat cancer; and (e) health organizations in New Zealand, Australia, and the United Kingdom led the discussion on HPV-associated OPC on Twitter.
The current study unravels the utility of social media data and data mining techniques in understanding public perception and understanding of HPC-associated OPC. The outcomes from the current study provide baseline knowledge of where communication gaps exist in terms of HPV-associated OPC, without which the planning of potential interventions and much-needed social media-based campaigns cannot be effectively undertaken.
公众对人乳头瘤病毒(HPV)相关口咽癌(OPC)的了解极少。因此,发现公众与医疗保健专业人员之间关于这种疾病的沟通差距至关重要。社交媒体提供了一种不引人注意的方式来了解公众对健康问题的看法。
计算机辅助定量内容分析。
使用标准实时流应用程序编程接口(API),在40周内收集了3112条关于HPV相关OPC的推文。推文收集不限于一个特定地理位置,而是全球范围。所有推文都输入到NVivo 12.0中进行计算机辅助定量内容分析。我们采用归纳法制定编码方案,并检查文本中特定关键词、术语和短语的出现频率。
研究结果表明:(a)Twitter上的大多数讨论集中在风险因素和预防方面,关于诊断、治疗和预后的信息很少;(b)许多推文提倡男孩接种HPV疫苗,并强调男性患HPV相关OPC的风险;(c)牙科保健专业人员在OPC预防和检测中的作用极少出现;(d)公众将OPC称为口腔癌、头颈癌或喉癌;(e)新西兰、澳大利亚和英国的卫生组织在Twitter上引领了关于HPV相关OPC的讨论。
本研究揭示了社交媒体数据和数据挖掘技术在理解公众对HPV相关OPC的认知和理解方面的作用。本研究结果提供了关于HPV相关OPC在哪些方面存在沟通差距的基线知识,没有这些知识,就无法有效地开展潜在干预措施的规划以及急需的基于社交媒体的宣传活动。