Advancing injury and violence prevention through data science.


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
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

189-193

Subventions

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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Auteurs

Michael F Ballesteros (MF)

Division of Injury Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway, NE, Atlanta, GA 30341 United States. Electronic address: MBallesteros@cdc.gov.

Steven A Sumner (SA)

Office of Strategy and Innovation, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway, NE, Atlanta, GA 30341 United States. Electronic address: SSumner@cdc.gov.

Royal Law (R)

Division of Injury Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway, NE, Atlanta, GA 30341 United States. Electronic address: RLaw@cdc.gov.

Amy Wolkin (A)

Division of Injury Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway, NE, Atlanta, GA 30341 United States. Electronic address: AWolkin@cdc.gov.

Christopher Jones (C)

Office of Strategy and Innovation, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, 4770 Buford Highway, NE, Atlanta, GA 30341 United States. Electronic address: CJones23@cdc.gov.

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Classifications MeSH