title: Data Linkage Strategies to Advance Youth Suicide Prevention: A Systematic Review for a National Institutes of Health Pathways to Prevention Workshop.
abstract: BACKGROUND
  Linking national, state, and community data systems to data from prevention programs could allow for longer-term assessment of outcomes and evaluation of interventions to prevent suicide.
  
  
  OBJECTIVE
  To identify and describe data systems that can be linked to data from prevention studies to advance youth suicide prevention research.
  
  
  METHODS
  A systematic review, an environmental scan, and a targeted search were conducted to identify prevention studies and potentially linkable external data systems with suicide outcomes from January 1990 through December 2015.
  
  
  METHODS
  Studies and data systems had to be U.S.-based and include persons aged 25 years or younger. Data systems also had to include data on suicide, suicide attempt, or suicidal ideation.
  
  
  METHODS
  Information about participants, intervention type, suicide outcomes, primary analytic method used for linkage, statistical approach, analyses performed, and characteristics of data systems was abstracted by 2 reviewers.
  
  
  RESULTS
  Of 47 studies (described in 59 articles) identified in the systematic review, only 6 were already linked to data systems. A total of 153 unique and potentially linkable data systems were identified, but only 66 were classified as "fairly accessible" and had data dictionaries available. Of the data systems identified, 19% were established primarily for research, 11% for clinical care or operations, 29% for administrative services (such as billing), and 52% for surveillance. About one third (37%) provided national data, 12% provided regional data, 63% provided state data, and 41% provided data below the state level (some provided coverage for >1 geographic unit).
  
  
  CONCLUSIONS
  Only U.S.-based studies published in English were included.
  
  
  CONCLUSIONS
  There is untapped potential to evaluate and enhance suicide prevention efforts by linking suicide prevention data with existing data systems. However, sparse availability of data dictionaries and lack of adherence to standard data elements limit this potential.
  
  
  BACKGROUND
  Agency for Healthcare Research and Quality.
authors.affiliation: From Johns Hopkins University School of Medicine and Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
authors.forename: Holly C
authors.initials: HC
authors.lastname: Wilcox
authors.affiliation: From Johns Hopkins University School of Medicine and Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
authors.forename: Hadi
authors.initials: H
authors.lastname: Kharrazi
authors.affiliation: From Johns Hopkins University School of Medicine and Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
authors.forename: Renee F
authors.initials: RF
authors.lastname: Wilson
authors.affiliation: From Johns Hopkins University School of Medicine and Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
authors.forename: Rashelle J
authors.initials: RJ
authors.lastname: Musci
authors.affiliation: From Johns Hopkins University School of Medicine and Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
authors.forename: Ryoko
authors.initials: R
authors.lastname: Susukida
authors.affiliation: From Johns Hopkins University School of Medicine and Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
authors.forename: Fardad
authors.initials: F
authors.lastname: Gharghabi
authors.affiliation: From Johns Hopkins University School of Medicine and Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
authors.forename: Allen
authors.initials: A
authors.lastname: Zhang
authors.affiliation: From Johns Hopkins University School of Medicine and Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
authors.forename: Lawrence
authors.initials: L
authors.lastname: Wissow
authors.affiliation: From Johns Hopkins University School of Medicine and Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
authors.forename: Karen A
authors.initials: KA
authors.lastname: Robinson
mesh_terms: D000293:Adolescent; D006801:Humans; D016247:Information Storage and Retrieval; D059020:Suicidal Ideation; D013405:Suicide / Q000706:statistics & numerical data*; D013406:Suicide, Attempted / Q000517:prevention & control / Q000706:statistics & numerical data; D014481:United States / Q000453:epidemiology; D055815:Young Adult; D000092864:Suicide Prevention