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一种用于帮助家长提高初中女生人乳头瘤病毒疫苗接种率的疫苗聊天机器人干预措施:一项整群随机试验。

A vaccine chatbot intervention for parents to improve HPV vaccination uptake among middle school girls: a cluster randomized trial.

作者信息

Hou Zhiyuan, Wu Zhengdong, Qu Zhiqiang, Gong Liubing, Peng Hui, Jit Mark, Larson Heidi J, Wu Joseph T, Lin Leesa

机构信息

School of Public Health, Fudan University, Shanghai, China.

National Health Commission Key Laboratory of Health Technology Assessment, Fudan University, Shanghai, China.

出版信息

Nat Med. 2025 Apr 7. doi: 10.1038/s41591-025-03618-6.

Abstract

Conversational artificial intelligence, in the form of chatbots powered by large language models, offers a new approach to facilitating human-like interactions, yet its efficacy in enhancing vaccination uptake remains under-investigated. This study assesses the effectiveness of a vaccine chatbot in improving human papillomavirus (HPV) vaccination among female middle school students aged 12-15 years across diverse socioeconomic settings in China, where HPV vaccination is primarily paid out-of-pocket. A school-based cluster randomized trial was conducted from 18 January to 31 May 2024. The study included 2,671 parents from 180 middle school classes stratified by socioeconomic setting, school and grade level in Shanghai megacity, and urban and rural regions of Anhui Province. Participants were randomly assigned to either the intervention group (90 classes, 1,294 parents), which engaged with the chatbot for two weeks, or the control group (90 classes, 1,377 parents), which received usual care. The primary outcome was the receipt or scheduled appointment of the HPV vaccine for participants' daughters. In intention-to-treat analyses, 7.1% of the intervention group met this outcome versus 1.8% of the control group (P < 0.001) over a two-week intervention period. In addition, there was a statistically significant increase in HPV vaccination-specific consultations with health professionals (49.1% versus 17.6%, P < 0.001), along with enhanced vaccine literacy (P < 0.001) and rumor discernment (P < 0.001) among participants using the chatbot. These findings indicate that the chatbot effectively increased vaccination and improved parental vaccine literacy, although further research is necessary to scale and sustain these gains. Clinical trial registration: NCT06227689 .

摘要

以由大语言模型驱动的聊天机器人形式存在的对话式人工智能,提供了一种促进类人交互的新方法,但其在提高疫苗接种率方面的功效仍未得到充分研究。本研究评估了一款疫苗聊天机器人在中国不同社会经济背景下,对12至15岁女中学生人乳头瘤病毒(HPV)疫苗接种的有效性,在中国HPV疫苗主要是自费接种。于2024年1月18日至5月31日进行了一项基于学校的整群随机试验。该研究纳入了来自180个中学班级的2671名家长,这些班级按社会经济背景、学校和年级水平在上海大都市以及安徽省的城乡地区进行了分层。参与者被随机分配到干预组(90个班级,1294名家长),与聊天机器人互动两周,或对照组(90个班级,1377名家长),接受常规护理。主要结局是参与者女儿接种HPV疫苗或预约接种。在意向性分析中,在为期两周的干预期内,干预组有7.1%的人达到这一结局,而对照组为1.8%(P<0.001)。此外,与卫生专业人员进行的HPV疫苗接种特定咨询有统计学显著增加(49.1%对17.6%,P<0.001),使用聊天机器人的参与者的疫苗知识(P<0.001)和谣言辨别能力(P<0.001)也有所提高。这些发现表明,聊天机器人有效地提高了疫苗接种率并改善了家长的疫苗知识,尽管需要进一步研究以扩大并维持这些成果。临床试验注册号:NCT06227689 。

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