谷歌用户对奶嘴信息的兴趣分析:一项生态数字研究。

IF 2.3 Q2 DENTISTRY, ORAL SURGERY & MEDICINE
E Hagemann, M Lotto, P E A Aguirre, L Hoffelder, R Petersen, T Cruvinel, J A Rodrigues
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引用次数: 0

摘要

目的:通过定量和定性分析,确定不同国家的谷歌用户随着时间的推移对奶嘴相关信息的兴趣:这项信息流行病学纵向回顾性生态研究利用谷歌趋势平台调查了 22 个国家与奶嘴相关的计算元数据。首先,以 "奶嘴 - 主题 "为搜索策略,收集了 2004 年 1 月至 2024 年 6 月期间所有类别的相对搜索量(RSV)时间序列数据及其各自的主要查询。然后,在 Google Collaboratory 界面上使用 Python 3 编程库,通过季节分解对数据进行分析,以确定所收集时间序列的趋势、季节和残差成分。此外,还进行了 Mann-Kendall 检验,以了解从季节分解中观察到的趋势的显著性水平。最后,对查询进行了定性评估,以确定与用户兴趣相关的主要主题。统计意义以 p 值确定:总体而言,在所有分析的国家中,RSV 时间序列曲线多年来均呈上升趋势,Mann-Kendall 检验证明了这一趋势的显著性。此外,查询通常以奶嘴类型为中心,包括专门针对某些商业品牌的搜索。此外,还观察到一些有关新生儿和婴儿护理的搜索,特别是强调母乳喂养做法的搜索:结论:谷歌用户对奶嘴相关主题的兴趣与日俱增。这些数据有助于了解父母和看护人对奶嘴使用的需求和担忧,最终有助于制定有效的教育策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of Google users' interests in information about pacifiers: an ecological digital study.

Purpose: To determine the interests of Google users from different countries about pacifier-related information over time, through a quantitative and qualitative analysis.

Methods: This infodemiology longitudinal retrospective ecological study investigated pacifier-related computational metadata from 22 countries using Google Trends platform. Initially, Relative Search Volume (RSV) time series data and their respective main queries were collected employing the topic "pacifier - subject" as the search strategy from January 2004 to June 2024, considering all categories. Data were then analyzed through seasonal decomposition to determine the trend, seasonal, and residual components of the collected time series using Python 3 programming libraries in a Google Collaboratory interface. Additionally, Mann-Kendall tests were performed to access the significance level of trends observed from the seasonal decomposition. Finally, the queries were qualitatively evaluated to identify the main subjects related to users' interests. Statistical significance was determined with p values < 0.05.

Results: In general, RSV time series curves exhibited upward trends in all analyzed countries over the years, with significance levels demonstrated by the Mann-Kendall tests. Moreover, queries often centered around types of pacifiers, encompassing searches specifically for certain commercial brands. Some searches concerning newborn and baby care were also observed, particularly highlighting breastfeeding practices.

Conclusion: Google users have shown an increasing interest in pacifier-related topics. These data can help understand the needs and concerns of parents and caregivers regarding pacifier use, ultimately supporting the development of effective educational strategies.

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来源期刊
European Archives of Paediatric Dentistry
European Archives of Paediatric Dentistry DENTISTRY, ORAL SURGERY & MEDICINE-
CiteScore
4.40
自引率
9.10%
发文量
81
期刊介绍: The aim and scope of European Archives of Paediatric Dentistry (EAPD) is to promote research in all aspects of dentistry for children, including interceptive orthodontics and studies on children and young adults with special needs. The EAPD focuses on the publication and critical evaluation of clinical and basic science research related to children. The EAPD will consider clinical case series reports, followed by the relevant literature review, only where there are new and important findings of interest to Paediatric Dentistry and where details of techniques or treatment carried out and the success of such approaches are given.
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