TY - JOUR
T1 - Analysis of Google users’ interests in information about pacifiers
T2 - an ecological digital study
AU - Hagemann, E.
AU - Lotto, M.
AU - Aguirre, P. E.A.
AU - Hoffelder, L.
AU - Petersen, R.
AU - Cruvinel, T.
AU - Rodrigues, J. A.
N1 - Publisher Copyright:
© The Author(s), under exclusive licence to European Academy of Paediatric Dentistry 2024.
PY - 2025/4
Y1 - 2025/4
N2 - 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.
AB - 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.
KW - Beliefs
KW - Health education
KW - Health habits
KW - Online health information
KW - Pacifier
UR - https://www.scopus.com/pages/publications/85208129618
U2 - 10.1007/s40368-024-00957-9
DO - 10.1007/s40368-024-00957-9
M3 - Artículo
AN - SCOPUS:85208129618
SN - 1818-6300
VL - 26
SP - 255
EP - 261
JO - European archives of paediatric dentistry : official journal of the European Academy of Paediatric Dentistry
JF - European archives of paediatric dentistry : official journal of the European Academy of Paediatric Dentistry
IS - 2
M1 - e124
ER -