利用文本挖掘技术解码热线信息:上海烟草控制改进方案。

IF 2.2 4区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Tobacco Induced Diseases Pub Date : 2024-06-17 eCollection Date: 2024-01-01 DOI:10.18332/tid/187864
Tong Zhao, Zi-An He, Jiaqi Shao, Aksara Regmi, Lili Shi, Yuyang Cai
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引用次数: 0

摘要

在中国,烟草消费仍然是导致可预防死亡的主要原因,上海尤其受到二手烟暴露问题的影响。本研究探讨了 12345 公共服务热线(上海的一项基层举措)在捕捉公众情绪和评估禁烟法规有效性方面的作用。我们的研究旨在准确、深入地了解控烟政策的实施和反馈情况:根据卫生热线 12320 接收到的控烟工单数据,找出控烟工作中的高频点和突出问题。研究结果将有助于政府执法部门改进控烟监测工作,明确改进控烟措施的方向。本研究采用文本挖掘技术,分析了2015年1月1日至2019年12月31日期间从热线收集到的78011份来电单数据集,所有来电单均与控烟有关。这种方法旨在揭示热线互动中反映出的关于吸烟及其监管的公众讨论中的普遍主题和情绪。我们的研究确定了市民最关注的热点和问题。此外,它还为执法机构提供了建议,以提高其能力,优化控烟监测的人力资源分配,降低执法成本,支持反吸烟运动,从而促进该地区更有效的控烟政策。
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Decoding hotline's information with text-mining: A protocol for improving tobacco control in Shanghai.

Tobacco consumption in China remains the primary cause of preventable mortality, with Shanghai being particularly affected by issues related to secondhand smoke exposure. This study explores the role of the public service hotline 12345, a grassroots initiative in Shanghai, in capturing public sentiment and assessing the effectiveness of anti-smoking regulations. Our research aims to accurately and deeply understand the implementation and feedback of smoking control policies: by identifying high-frequency points and prominent issues in smoking control work based on the smoking control work order data received by the health hotline 12320. The results of this study will assist government enforcement agencies in improving smoking monitoring and clarify the direction for improving smoking control measures. Text-mining techniques were employed to analyze a dataset comprising 78011 call sheets, all related to tobacco control and collected from the hotline between 1 January 2015 and 31 December 2019. This methodological approach aims to uncover prevalent themes and sentiments in the public discourse on smoking and its regulation, as reflected in the hotline interactions. Our study identified hotspots and the issues of greatest concern to citizens. Additionally, it provided recommendations to enforcement agencies to enhance their capabilities, optimize the allocation of human resources for smoking control monitoring, reduce enforcement costs and support for anti-smoking campaigns, thereby contributing to more effective tobacco control policies in the region.

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来源期刊
Tobacco Induced Diseases
Tobacco Induced Diseases SUBSTANCE ABUSE-PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
CiteScore
5.30
自引率
5.40%
发文量
95
审稿时长
12 weeks
期刊介绍: Tobacco Induced Diseases encompasses all aspects of research related to the prevention and control of tobacco use at a global level. Preventing diseases attributable to tobacco is only one aspect of the journal, whose overall scope is to provide a forum for the publication of research articles that can contribute to reducing the burden of tobacco induced diseases globally. To address this epidemic we believe that there must be an avenue for the publication of research/policy activities on tobacco control initiatives that may be very important at a regional and national level. This approach provides a very important "hands on" service to the tobacco control community at a global scale - as common problems have common solutions. Hence, we see ourselves as "connectors" within this global community. The journal hence encourages the submission of articles from all medical, biological and psychosocial disciplines, ranging from medical and dental clinicians, through health professionals to basic biomedical and clinical scientists.
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