数据驱动分析量化子宫肌瘤患者的信息寻求行为

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2022-12-19 eCollection Date: 2024-01-01 DOI:10.1080/20476965.2022.2150570
Saleigh Q Derico, Karen Hicklin, Lauren B Davis, Kim C Brooks
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引用次数: 0

摘要

子宫肌瘤(UF)是一种非肿瘤性的子宫增生,影响着美国 2600 多万妇女的生活。虽然子宫肌瘤可能没有伴随症状,但对一些妇女来说,子宫肌瘤的存在导致了手术治疗,这可能是一个艰难的决策过程。我们通过对网络媒体进行网络抓取,来识别女性在搜索 UF 治疗方案时的信息搜索行为。我们对数据进行了综合,以描述 UF 治疗的趋势,包括确定个人所寻求的信息(需求)与作为资源公开提供的信息(供应)之间的差距,这也是本研究中 "信息沙漠 "一词的由来。我们通过统计分析来了解信息寻求行为,确定信息供应与信息需求之间的差距,并确定医生的治疗建议与患者的治疗决定之间的相关性,这种相关性与年龄、症状以及所获得的特定类型治疗知识有关。
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Data-driven analyses to quantify information seeking behaviour for women with uterine fibroids.

Uterine fibroids (UF) are noncancerous growths of the uterus and impact the livelihood of over 26 million women in the United States. Although UF may not have accompanying symptoms, for some women their presence leads to surgical treatment, which can be a difficult decision-making process. Web-scraping of online media is used to identify information-seeking behavior of women searching for UF treatment options. We synthesize the data to describe trends in UF treatment, including the identification of gaps between the information individuals are seeking (demand) and information that is publicly available as a resource (supply), which contributes to this study's creation of the term "information desert." We perform statistical analysis to understand information-seeking behavior, determine the gap between information supply and information demand, and determine the correlation between a doctor's treatment recommendation and a patient's treatment decision as a function of age, symptoms, and knowledge obtained about specific types of treatment.

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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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