PREDICTION OF HOSPITALIZATION COST IN DIALYSIS PATIENTS
Author(s)
Ariza JG1, Bunch A2, Ceballos J3, Sanabria M4, Perez CA5, Vesga J4, Cataño A1
1BAXTER, BOGOTA, Colombia, 2Renal Therapy Services, BOGOTA, Colombia, 3Mederi, BOGOTA, Colombia, 4RTS, Bogota, Colombia, 5Ecoanalitica, BOGOTA, Colombia
OBJECTIVES: To assess, the hospitalization episode cost, and the clinical / demographical determinants from the payer perspective, for patients in dialysis currently treated in RTS Disease Management Program. METHODS: Data collection: Episodes of hospitalization, demographic and clinical variables were identified by reviewing RTS Disease Management Program clinical records. Each episode was matched with the billing data base from a referent high complexity hospital in order to collect the cost per episode charged to the payer. A harmonized, adjusted and validated data base was built with 59 variables and 752 episodes. Descriptive analysis: measures of central tendency and variability were applied for continuous variables, and proportions for categorical variables. Correlations among episode cost and other explicative variables were assessed. Inferential analysis: A log lineal and quantile regression analysis was used to study covariates that influence the hospitalization episode costs. RESULTS: hospitalization episode cost estimation: mean COP 7,088,009, median COP 3,507,080 and Standard Deviation COP ±13,008,555. Covariates with downsized effect on cost: hypertension as unique cause of renal disease (p<0.05), high socioeconomic level (p=0.08), albumin > 4 mg/dl (p=0.05), hemoglobin > 9mg/dl (p<0.01), normal KTV (p=0,09). Covariates with expanded effect on cost: Length of stay (p<0.01), Diabetes Mellitus (p<0.05), cardiac valve disease (p=0,09), peripheral artery disease (p<0.01), cardiovascular disease (p<0.05), intensive care unit requirements (p<0.01), surgery (p<0.01) and overweight (p=0.05). F test of the model p < 0.000 R-squared = 0.6. CONCLUSIONS: hospitalization episode cost in dialysis patients is a skewed variable that the in average is estimated in COP 7,088,009. Thirteen clinical and demographic covariates were found to explain some of the variability in the hospitalization episode cost.
Conference/Value in Health Info
2017-05, ISPOR 2017, Boston, MA, USA
Value in Health, Vol. 20, No. 5 (May 2017)
Code
PHS190
Topic
Health Service Delivery & Process of Care
Topic Subcategory
Health Care Research
Disease
Urinary/Kidney Disorders