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Categorical state sequence analysis and regression tree to identify determinants of care trajectory in chronic disease: Example of end-stage renal disease.

Nolwenn Le MeurCécile VigneauMathilde LefortSaïd LebbahJean-Philippe JaisEric DaugasSahar Bayat
Published in: Statistical methods in medical research (2018)
Regression tree analysis of categorical state sequence highlighted geographical disparities in the care trajectory of French patients with ESRD that cannot be observed when focusing on a single outcome, such as survival. This method is an original tool to visualize and characterize care trajectories, notably in the context of chronic condition like ESRD.
Keyphrases
  • end stage renal disease
  • chronic kidney disease
  • healthcare
  • peritoneal dialysis
  • palliative care
  • quality improvement
  • affordable care act
  • pain management
  • health insurance
  • free survival