Advancing injury and violence prevention through data science.
CDC
Data science
Injury
Violence
Journal
Journal of safety research
ISSN: 1879-1247
Titre abrégé: J Safety Res
Pays: United States
ID NLM: 1264241
Informations de publication
Date de publication:
06 2020
06 2020
Historique:
received:
25
02
2020
accepted:
26
02
2020
entrez:
22
6
2020
pubmed:
22
6
2020
medline:
4
2
2021
Statut:
ppublish
Résumé
The volume of new data that is created each year relevant to injury and violence prevention continues to grow. Furthermore, the variety and complexity of the types of useful data has also progressed beyond traditional, structured data. In order to more effectively advance injury research and prevention efforts, the adoption of data science tools, methods, and techniques, such as natural language processing and machine learning, by the field of injury and violence prevention is imperative. The Centers for Disease Control and Prevention's (CDC) National Center for Injury Prevention and Control has conducted numerous data science pilot projects and recently developed a Data Science Strategy. This strategy includes goals on expanding the availability of more timely data systems, improving rapid identification of health threats and responses, increasing access to accurate health information and preventing misinformation, improving data linkages, expanding data visualization efforts, and increasing efficiency of analytic and scientific processes for injury and violence, among others. To achieve these goals, CDC is expanding its data science capacity in the areas of internal workforce, partnerships, and information technology infrastructure. Practical Application: These efforts will expand the use of data science approaches to improve how CDC and the field address ongoing injury and violence priorities and challenges.
Identifiants
pubmed: 32563392
pii: S0022-4375(20)30025-6
doi: 10.1016/j.jsr.2020.02.018
pmc: PMC7886010
mid: NIHMS1645252
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
189-193Subventions
Organisme : Intramural CDC HHS
ID : CC999999
Pays : United States
Informations de copyright
Copyright © 2020 National Safety Council and Elsevier Ltd. All rights reserved.
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