Analysis of the interests of Google users on toothache information

被引:25
|
作者
Lotto, Matheus [1 ]
Ayala Aguirre, Patricia Estefania [1 ]
Rios, Daniela [1 ]
Andrade Moreira Machado, Maria Aparecida [1 ]
Pereira Cruvinel, Agnes Fatima [2 ]
Cruvinel, Thiago [1 ]
机构
[1] Univ Sao Paulo, Bauru Sch Dent, Dept Pediat Dent Orthodont & Publ Hlth, Bauru, SP, Brazil
[2] Fed Univ Fronteira Sul, Sch Med, Dept Publ Hlth, Chapeco, SC, Brazil
来源
PLOS ONE | 2017年 / 12卷 / 10期
基金
巴西圣保罗研究基金会;
关键词
DENTAL PAIN; BEHAVIORAL MEDICINE; OROFACIAL PAIN; GLOBAL BURDEN; ORAL-HEALTH; IMPACT; ADOLESCENTS; PREVALENCE; CHILDREN; TRENDS;
D O I
10.1371/journal.pone.0186059
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background The knowledge on health interests of a given population of Internet users might contribute to the increase of evidence on community's dental needs, and consequently, to the improvement of public health planning. The frequency of searches for specific issues on Google can be analyzed by the application of Google Trends. Aim In this study, we aimed to characterize the interests on toothache information of Google users from the United States, United Kingdom, Australia and Brazil. Methods The monthly variation of relative search volume (RSV) and the lists of main toothache-related queries were determined from January 2004 through April 2016 using Google Trends. Autoregressive Integrated Moving Average (ARIMA) forecasting models were developed to determine predictive RSV values for toothache for additional 12 months. Autocorrelation plots and general additive model (GAM) were applied to determine trends and seasonality in RSV curves. Through linear regression models, we assessed the association between the variation of annual means of RSV values and national statistics for toothache in the U.S. and U.K. Subsequently, the distribution of main queries according to the identification of endodontic pain, type of searching information, and the interest in self-management of toothache was evaluated for the four countries. Results The autocorrelation plots showed patterns of non-stationary time series. The monthly variation influenced the data of the U.S. and U.K., with the higher RSV values found respectively in January/July and December. Also, the interest on toothache in the U.K. increases in the second semester and in the fourth quarter, especially in December. Additionally, an annual variation affected significantly all time series, with the increment of RSV means over the years, varying from 265% in the U.S. to 745% in Brazil. In parallel, the increments in RSV values were also observed in all predictive curves. The annual variation of observed and fitted RSV values was directly associated with the increase of toothache visits in the U.S. and urgent dental treatments in the U.K. Moreover, the queries typed on Google were markedly linked to searches on endodontic pain information, especially in Brazil, where the residents usually searched for relief and/or self-management of pain. Conclusions Therefore, these findings indicate an increasing interest of Google users on toothache-related topics, regardless of country and season. The Internet activity can be used by policy makers as a complementary source of data for the development and implementation of strategies to control and prevent toothache complications.
引用
收藏
页数:17
相关论文
共 50 条
  • [1] Analysis of Google users' interests in information about pacifiers: an ecological digital study
    Hagemann, E.
    Lotto, M.
    Aguirre, P. E. A.
    Hoffelder, L.
    Petersen, R.
    Cruvinel, T.
    Rodrigues, J. A.
    EUROPEAN ARCHIVES OF PAEDIATRIC DENTISTRY, 2025, 26 (02) : 255 - 261
  • [2] Digital behavior surveillance: Monitoring dental caries and toothache interests of Google users from developing countries
    Cruvinel, Thiago
    Ayala Aguirre, Patricia E.
    Lotto, Matheus
    Oliveira, Thais Marchini
    Rios, Daniela
    Pereira Cruvinel, Agnes F.
    ORAL DISEASES, 2019, 25 (01) : 339 - 347
  • [3] Levels of toothache-related interests of Google and YouTube users from developed and developing countries over time
    Lotto, Matheus
    Aguirre, Patricia E. A.
    Strieder, Anna P.
    Cruvinel, Agnes F. P.
    Cruvinel, Thiago
    PEERJ, 2019, 7
  • [4] MODELING USERS INTERESTS IN INFORMATION FILTERS
    STADNYK, I
    KASS, R
    COMMUNICATIONS OF THE ACM, 1992, 35 (12) : 49 - 50
  • [5] Toothpaste-related interests of Google users from different countries
    Di Profio, Bruna
    Lotto, Matheus
    Ayala Aguirre, Patricia Estefania
    Villar, Cristina Cunha
    Romito, Giuseppe Alexandre
    Braga, Mariana Minatel
    Cruvinel, Thiago
    Pannuti, Claudio Mendes
    BRAZILIAN ORAL RESEARCH, 2023, 37
  • [6] Online Information on Antioxidants: Information Quality Indicators, Commercial Interests, and Ranking by Google
    Aslam, Romaan
    Gibbons, Daniel
    Ghezzi, Pietro
    FRONTIERS IN PUBLIC HEALTH, 2017, 5
  • [7] Digital surveillance: The interests in toothache-related information after the outbreak of COVID-19
    Rizzato, Veridiana Lopes
    Lotto, Matheus
    Lourenco Neto, Natalino
    Oliveira, Thais Marchini
    Cruvinel, Thiago
    ORAL DISEASES, 2022, 28 : 2432 - 2441
  • [8] METHOD OF BUILDING OF INFORMATION CLASSIFICATION ORIENTED TO INTERESTS OF USERS
    VAISBERG, AM
    NAUCHNO-TEKHNICHESKAYA INFORMATSIYA SERIYA 2-INFORMATSIONNYE PROTSESSY I SISTEMY, 1977, (11-1): : 40 - 42
  • [9] Digital behavior surveillance for monitoring the interests of Google users in amber necklace in different countries
    Strieder, Anna Paola
    Ayala Aguirre, Patricia Estefania
    Lotto, Matheus
    Pereira Cruvinel, Agnes Fatima
    Cruvinel, Thiago
    INTERNATIONAL JOURNAL OF PAEDIATRIC DENTISTRY, 2019, 29 (05) : 603 - 614
  • [10] Modelling users' interests and needs for an adaptive online information system
    Alfonseca, E
    Rodríguez, P
    USER MODELING 2003, PROCEEDINGS, 2003, 2702 : 76 - 80