Bach X Tran, Hai T Phan, Quang N Nguyen, Olagoke A Ewedairo, Giang T Vu, Giang H Ha, Thao P Nguyen, Carl A Latkin, Cyrus S H Ho, Roger C M Ho
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引用次数: 4
摘要
暴露前预防(PrEP)已被证明是预防人类免疫缺陷病毒(HIV)感染的有效方法;然而,服务的实现仍然具有挑战性。这项全球文献计量分析旨在描述通过PrEP预防HIV研究的当前趋势,揭示潜在的知识差距,并为未来的研究提出建议。通过Web of Science从1990年到2017年进行了文献计量分析。探索性因子分析也用于从摘要内容中寻找研究领域。利用主题建模算法潜狄利克雷分配进行文本挖掘,确定文本文档之间的关系。共检索到4852篇有关HIV PrEP研究的论文。论文数量及其影响显著增加。预防性传播、改善现有使用者以及男男性行为者、孕妇和儿童的卫生保健服务的可及性和质量,是与PrEP最相关的研究领域。我们发现,关于性工作者、PrEP的潜在副作用和对PrEP使用者的误判的研究存在数据缺口。尽管关于艾滋病毒预防措施的研究有所增长,但在世界范围内扩大实施预防措施和充分发挥这种干预措施的潜力方面存在障碍。有必要开展国际研究合作,调查PrEP的潜在安全问题,并制定战略,消除对PrEP使用者的社会误判。解决这些知识差距可能有助于未来制定有效的全球预防准备实施战略。
Pre-exposure Prophylaxis in HIV Research: A Latent Dirichlet Allocation Analysis (GAPRESEARCH).
Pre-exposure prophylaxis (PrEP) has been shown to be an effective approach to prevent human immunodeficiency virus (HIV) infections; however, implementation of the service remains challenging. This global bibliometric analysis aims to describe the current trends in HIV research prevention through PrEP to reveal the potential gaps of knowledge and to put forward recommendations for future research. A bibliometric analysis was conducted through Web of Science from 1990 to 2017. Exploratory factor analysis was also employed to find research domains emerging from the abstracts' contents. Latent Dirichlet allocation, which is a topic modeling algorithm, was utilized to perform text mining and determine relationships among text documents. A total of 4852 papers regarding HIV PrEP research were retrieved. The number of papers and their impact has significantly increased. Preventing sexual transmissions, improving access, and quality of health-care services for current users, as well as men who have sex with men, pregnant women and children, were the research domains most related to PrEP. We found a data gap in research regarding sex workers, potential side effects of PrEP, and misjudgment toward PrEP users. Despite the growth in research about HIV PrEP, there exist barriers to scaling up the implementation of PrEP worldwide and for such intervention to reach its fWull potential. International research collaboration efforts to investigate the potential safety concerns of PrEP and develop strategies to eliminate social misjudgment against PrEP users are warranted. Addressing these knowledge gaps might facilitate the development of effective global implementation strategies for PrEP in the future.
期刊介绍:
AIDS Reviews publishes papers reporting original scientific, clinical, epidemiologic and social research which contribute to the overall knowledge of the field of the acquired immunodeficiency syndrome and human retrovirology. Currently, the Journal publishes review articles (usually by invitation, but spontaneous submitted articles will also be considered). Manuscripts submitted to AIDS Reviews will be accepted on the understanding that the authors have not submitted the paper to another journal or published the material elsewhere.