相关实验视频

Updated: Jul 11, 2025

Electroencephalographic, Heart Rate, and Galvanic Skin Response Assessment for an Advertising Perception Study: Application to Antismoking Public Service Announcements

Electroencephalographic, Heart Rate, and Galvanic Skin Response Assessment for an Advertising Perception Study: Application to Antismoking Public Service Announcements

Published on: August 28, 2017

支持戒烟的对话式人工智能干预措施:系统性审查和元分析

Hollie Bendotti^1,2,3, Sheleigh Lawler^3,4, Gary C K Chan^3,5

¹Faculty of Medicine, Thoracic Research Centre, The University of Queensland, Chermside, Queensland, Australia.

|November 6, 2023

概括

交谈式人工智能 (AI) 工具在帮助成年人戒烟方面表现有前途. 与对照组相比,这些人工智能干预显著增加了戒烟率,尽管需要进一步的研究.

科学领域:

数字健康数字健康
医疗保健中的人工智能
公共卫生干预公共卫生干预

背景情况:

交谈式人工智能 (AI),包括聊天机器人和对话系统,是戒烟的新兴工具.
人工智能干预有可能提供个性化的支持,并加强用户参与戒烟计划.

研究的目的:

确定对话性人工智能干预对成年吸烟者的戒烟结果的影响.
为了比较人工智能干预,与或没有标准戒烟支持,与没有干预,安慰剂,或活跃的比较器.

主要方法:

在六个数据库中进行了全面的文献搜索,截至2022年6月.
包括的研究是自2005年以来发表的随机对照试验 (RCT),重点关注持续的禁烟 (≥6个月).
对两位独立作者提取的数据进行了随机效应元分析,包括偏差风险评估.

主要成果:

有58,796名参与者的5个RCT符合纳入标准,利用各种AI干预措施,如应用程序和社交媒体中的聊天机器人或基于互联网的化身.
对三项研究的分析显示,接受人工智能增强干预的参与者更有可能实现6个月的戒烟 (RR=1.29,95% CI [1.13, 1.46]).
在所有包括的研究中,对随访的高损失和整体偏差的高风险被注意到.

结论:

有限但有希望的证据表明,对话式人工智能干预措施对戒烟有效.
虽然所有包括的研究都显示出好处,但高异质性需要谨慎解释结果.
按照标准化报告准则进行的进一步精心设计的RCT对于这个快速发展的领域至关重要.

关键词:

数字健康数字健康人工智能的人工智能是人工智能.行为变化行为变化吸烟是为了吸烟.系统性审查是系统的审查.

更多相关视频

Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community

Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community

Published on: May 31, 2019

Impact Assessment of Repeated Exposure of Organotypic 3D Bronchial and Nasal Tissue Culture Models to Whole Cigarette Smoke

Impact Assessment of Repeated Exposure of Organotypic 3D Bronchial and Nasal Tissue Culture Models to Whole Cigarette Smoke

Published on: February 12, 2015

相关概念视频

Statistical Methods for Analyzing Epidemiological Data

Statistical Methods for Analyzing Epidemiological Data

Epidemiological data primarily involves information on specific populations' occurrence, distribution, and determinants of health and diseases. This data is crucial for understanding disease patterns and impacts, aiding public health decision-making and disease prevention strategies. The analysis of epidemiological data employs various statistical methods to interpret health-related data effectively. Here are some commonly used methods:

Operant Conditioning Intervention

Operant Conditioning Intervention

Operant conditioning serves as a foundational principle in therapeutic interventions aimed at modifying maladaptive behaviors. Central to this approach is the notion that behaviors, both adaptive and maladaptive, are learned through reinforcement. By analyzing the environmental factors that reinforce problematic behaviors, clinicians can design interventions to weaken these reinforcements and replace maladaptive behaviors with healthier alternatives.
In operant conditioning, behaviors that are...

CNS Depressants: Alcohol and Nicotine

CNS Depressants: Alcohol and Nicotine

Ethanol, a clear colorless alcohol, has been consumed by humans for millennia, but its effects on the body are far from benign. At lower doses, it induces decreased inhibitions and loquaciousness, leading to its social appeal. However, it can cause severe consequences at higher doses, such as coma and respiratory depression, due to its zero-order elimination kinetics. Chronic ethanol abuse wreaks havoc on multiple organ systems, particularly the CNS and the liver. Abrupt cessation of ethanol...