Big Data in Epidemiology: Brave New World?
artificial intelligence
biostatistics
data analytics
evidence based dentistry
global burden of disease
health surveys
Journal
Journal of dental research
ISSN: 1544-0591
Titre abrégé: J Dent Res
Pays: United States
ID NLM: 0354343
Informations de publication
Date de publication:
02 Oct 2024
02 Oct 2024
Historique:
medline:
3
10
2024
pubmed:
3
10
2024
entrez:
3
10
2024
Statut:
aheadofprint
Résumé
Epidemiology is experiencing a significant shift toward the utilization of big data for health monitoring and decision-making. This article discusses the recent example of the World Health Organization (WHO) global oral health status report and regional summaries, which faced criticisms due to its reliance on big data from the Global Burden of Disease (GBD) study. We address the arguments for and against the use of big data in epidemiology and provide an assessment of the value and limitations of big data epidemiology. Moreover, we provide recommendations as to how the oral health community should reconcile traditional epidemiologic approaches with big data and advanced data analytics. This Perspective article highlights the challenges of the current epidemiologic landscape, the potential of big data, and the need for a balanced approach to data utilization in epidemiology.
Identifiants
pubmed: 39359106
doi: 10.1177/00220345241272034
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
220345241272034Déclaration de conflit d'intérêts
Declaration of Conflicting InterestsThe authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.