平衡效率和参与度:在RECOVER倡议中,用于研究交流的AI辅助内容
Zoe Lewczak1, Praveen Mudumbi2, Janelle Linton3
1Harvard Medical School.
Research square
|October 3, 2025
概括
人工智能 (AI) 工具可以通过提高内容参与度和可读性来增强健康沟通. 虽然人工智能加速了内容创作,但人类监督仍然对公共卫生信息的准确性和清晰性至关重要.
科学领域:
- 卫生沟通健康沟通
- 科学中的人工智能.
背景情况:
- 人工智能工具越来越多地用于简化健康和科学领域的内容创建和推广.
- 有效的沟通对于公共卫生倡议至关重要,比如NIH资助的RECOVER计划.
研究的目的:
- 调查人工智能辅助研究摘要对用户参与度的影响.
- 评估RECOVER计划网站的AI增强内容的效率和可读性.
主要方法:
- 分析谷歌Analytics的4个数据,比较人类生成和人工智能辅助的内容周期.
- 测量用户参与度指标 (页面浏览量,活跃用户,参与时间).
- 评估人工智能生成的摘要审查时间和可读性 (Flesch-Kincaid等级).
主要成果:
- 人工智能辅助内容的平均参与时间增加了4.37秒 (P = .0461).
- 人类对人工智能草案的审查平均有19.88个变化,表明需要改进.
- 可读性得到改善,弗莱什-金凯德等级水平从12.28降至11.56.
结论:
- 人工智能工具可以加速创建可访问和引人入胜的健康传播内容.
- 人工智能为公众参与提供了潜在的努力和成本节省.
- 人类监督对于确保人工智能生成的健康信息的准确性,清晰性和可访问性至关重要.
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