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人工智能辅助决策提高法国弱势女性宫颈癌筛查参与率的效果:一项整群随机对照试验方案(AppDate-You)

Effectiveness of Artificial Intelligence-Assisted Decision-making to Improve Vulnerable Women's Participation in Cervical Cancer Screening in France: Protocol for a Cluster Randomized Controlled Trial (AppDate-You).

作者信息

Selmouni Farida, Guy Marine, Muwonge Richard, Nassiri Abdelhak, Lucas Eric, Basu Partha, Sauvaget Catherine

机构信息

Early Detection, Prevention & Infections Branch, International Agency for Research on Cancer, Lyon, France.

Regional Cancer Screening Coordinating Centre of Occitanie, Carcassonne, France.

出版信息

JMIR Res Protoc. 2022 Aug 2;11(8):e39288. doi: 10.2196/39288.

Abstract

BACKGROUND

The French organized population-based cervical cancer screening (CCS) program transitioned from a cytology-based to a human papillomavirus (HPV)-based screening strategy in August 2020. HPV testing is offered every 5 years, starting at the age of 30 years. In the new program, women are invited to undergo an HPV test at a gynecologist's, primary care physician's, or midwife's office, a private clinic or health center, family planning center, or hospital. HPV self-sampling (HPVss) was also made available as an additional approach. However, French studies reported that less than 20% of noncompliant women performed vaginal self-sampling when a kit was sent to their home. Women with lower income and educational levels participate less in CCS. Lack of information about the disease and the benefits of CCS were reported as one of the major barriers among noncompliant women. This barrier could be addressed by overcoming disparities in HPV- and cervical cancer-related knowledge and perceptions about CCS.

OBJECTIVE

This study aimed to assess the effectiveness of a chatbot-based decision aid to improve women's participation in the HPVss detection-based CCS care pathway.

METHODS

AppDate-You is a 2-arm cluster randomized controlled trial (cRCT) nested within the French organized CCS program. Eligible women are those aged 30-65 years who have not been screened for CC for more than 4 years and live in the disadvantaged clusters in the Occitanie Region, France. In total, 32 clusters will be allocated to the intervention and control arms, 16 in each arm (approximately 4000 women). Eligible women living in randomly selected disadvantaged clusters will be identified using the Regional Cancer Screening Coordinating Centre of Occitanie (CRCDC-OC) database. Women in the experimental group will receive screening reminder letters and HPVss kits, combined with access to a chatbot-based decision aid tailored to women with lower education attainment. Women in the control group will receive the reminder letters and HPVss kits (standard of care). The CRCDC-OC database will be used to check trial progress and assess the intervention's impact. The trial has 2 primary outcomes: (1) the proportion of screening participation within 12 months among women recalled for CCS and (2) the proportion of HPVss-positive women who are "well-managed" as stipulated in the French guidelines.

RESULTS

To date, the AppDate-You study group is preparing and developing the chatbot-based decision aid (intervention). The cRCT will be conducted once the decision aid has been completed and validated. Recruitment of women is expected to begin in January 2023.

CONCLUSIONS

This study is the first to evaluate the impact of a chatbot-based decision aid to promote the CCS program and increase its performance. The study results will inform policy makers and health professionals as well as the research community.

TRIAL REGISTRATION

ClinicalTrials.gov NCT05286034; https://clinicaltrials.gov/ct2/show/NCT05286034.

INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): PRR1-10.2196/39288.

摘要

背景

法国有组织的基于人群的宫颈癌筛查(CCS)计划于2020年8月从基于细胞学的筛查策略转变为基于人乳头瘤病毒(HPV)的筛查策略。HPV检测每5年进行一次,从30岁开始。在新计划中,女性被邀请在妇科医生、初级保健医生或助产士办公室、私人诊所或健康中心、计划生育中心或医院接受HPV检测。HPV自我采样(HPVss)也作为一种额外的方法提供。然而,法国的研究报告称,当试剂盒被送到家中时,不到20%的不依从女性进行了阴道自我采样。收入和教育水平较低的女性参与CCS的程度较低。据报告,对疾病和CCS益处缺乏了解是不依从女性中的主要障碍之一。可以通过克服HPV和宫颈癌相关知识以及对CCS的认知方面的差异来解决这一障碍。

目的

本研究旨在评估基于聊天机器人的决策辅助工具对提高女性参与基于HPVss检测的CCS护理途径的有效性。

方法

AppDate-You是一项嵌套在法国有组织的CCS计划中的双臂整群随机对照试验(cRCT)。符合条件的女性是年龄在30 - 65岁之间、超过4年未接受过宫颈癌筛查且居住在法国奥克西塔尼地区弱势群组的女性。总共32个群组将被分配到干预组和对照组,每组16个(约4000名女性)。将使用奥克西塔尼地区癌症筛查协调中心(CRCDC-OC)数据库识别居住在随机选择的弱势群组中的符合条件的女性。实验组的女性将收到筛查提醒信和HPVss试剂盒,并可使用为受教育程度较低的女性量身定制的基于聊天机器人的决策辅助工具。对照组的女性将收到提醒信和HPVss试剂盒(护理标准)。CRCDC-OC数据库将用于检查试验进展并评估干预的影响。该试验有两个主要结果:(1)被召回进行CCS筛查的女性在12个月内的筛查参与比例;(2)HPVss检测呈阳性且符合法国指南规定的“管理良好”的女性比例。

结果

迄今为止,AppDate-You研究小组正在准备和开发基于聊天机器人的决策辅助工具(干预措施)。一旦决策辅助工具完成并经过验证,将进行cRCT。预计女性招募将于2023年1月开始。

结论

本研究首次评估了基于聊天机器人的决策辅助工具对促进CCS计划并提高其绩效的影响。研究结果将为政策制定者、卫生专业人员以及研究界提供信息。

试验注册

ClinicalTrials.gov NCT05286034;https://clinicaltrials.gov/ct2/show/NCT05286034。

国际注册报告识别码(IRRID):PRR1-10.2196/39288。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/127a/9382552/e5bf0fd6d17c/resprot_v11i8e39288_fig1.jpg

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