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How Search Engine Data Enhance the Understanding of Determinants of Suicide in India and Inform Prevention: Observational Study.

Natalia AdlerCiro CattutoKyriaki KalimeriDaniela PaolottiMichele TizzoniStefaan VerhulstElad Yom-TovAndrew Young
Published in: Journal of medical Internet research (2019)
In this work, we used search data and demographics to model suicide rates. In this way, search data serve as a proxy for unmeasured (hidden) factors corresponding to suicide rates. Moreover, our procedure for outlier rejection serves to single out states where the suicide rates have substantially different correlations with demographic factors and query rates.
Keyphrases
  • electronic health record
  • big data
  • minimally invasive