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Geospatial patterns of human papillomavirus vaccine uptake in Minnesota.

Erik J NelsonJohn HughesJ Michael OakesJames S PankowShalini L Kulasingam
Published in: BMJ open (2015)
Strong spatial dependence and heterogeneity of HPV vaccination prevalence were found across ZIP codes, indicating that spatial statistical models are needed to accurately identify and estimate factors associated with vaccine uptake across geographic units. This study also underscores the need for more detailed data collected at local levels (eg, ZIP code), as patterns of HPV vaccine receipt were found to differ significantly from aggregated state and national patterns. Future work is needed to further pinpoint areas with the greatest disparities in HPV vaccination and how to then access these populations to improve vaccine uptake.
Keyphrases
  • high grade
  • risk factors
  • machine learning
  • single cell
  • quality improvement
  • cervical cancer screening
  • electronic health record
  • big data
  • current status