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Early impact of the ICD-10-CM transition on selected health outcomes in 13 electronic health care databases in the United States.

Catherine A PanozzoTiffany S WoodworthEmily C WelchTing-Ying HuangQoua L HerKevin HaynesCatherine RogersTalia J MenzinMax EhrmannKatherine E FreitasNicole R HaugSengwee Toh
Published in: Pharmacoepidemiology and drug safety (2018)
When using data from both the ICD-9-CM and ICD-10-CM eras, or when using results from ICD-10-CM data to compare to results from ICD-9-CM data, researchers should test multiple ICD-10-CM outcome definitions as part of sensitivity analysis. Ongoing assessment of the impact of ICD-10-CM transition on identification of health outcomes in US electronic health care databases should occur as more data accrue.
Keyphrases
  • big data
  • healthcare
  • electronic health record
  • machine learning
  • data analysis
  • health information