International Journal of Environmental Research and Public Health · 2021 · 16 citations · 21 references
NursingGeriatric MedicineNephrologyHospice CareHospice Patient AssessmentPalliative CareComprehensive Geriatric AssessmentEnd-stage Kidney Disease CarePrognostic AssessmentCare Needs PredictionEnd-of-life Symptom AssessmentHospice Care UtilizationHospice UsePatient Assessment DocumentationPatient Burden AssessmentPatient Needs AssessmentRenal Palliative Care
OBJECTIVES: Hospice and early palliative care are generally considered as an alternative and supportive care to offer symptoms relief and optimize the quality of life among end-stage renal disease (ESRD) patients, but hospice care remains underutilized. This study aimed to examine patient and health system characteristics and develop a patient assessment scale to evaluate ESRD patients for hospice care after the implementation of non-cancer hospice care reimbursement policy in 2009 in Taiwan. METHOD: We conducted a retrospective cohort study using nationwide population-based datasets. Adult long-term dialysis patients between 2009 and 2012 were included. Multivariable logistic regression and the Firth penalized likelihood estimation were used to estimate the likelihood of receiving hospice care. A receiver operating characteristic curve (ROC) analysis and C-statistic were calculated to determine the optimal models for a patient assessment of hospice use. RESULTS: Patients who were older, comorbid with anemia (odds ratio [OR] 3.53, 95% CI 1.43-8.70) or sepsis (OR 1.62, 95% CI 1.08-2.44), with longer dialysis durations, more hospitalizations (OR 4.68, 95% CI 2.56-8.55), or primary provider care with hospice (OR 5.15, 95% CI 2.80-9.45) were more likely to receive hospice care. The total score of the patient assessment scale of hospice care was 0-28 with a cut-off value of 19 based on the results of the receiver operating characteristic curve. CONCLUSION: Given the "Patient Right to Autonomy Act" implemented in Taiwan in 2019 to promote the concept of a "good quality of death", this patient assessment scale may help health professionals target ESRD patients for hospice care and engage in shared decision making and the advance care planning process.
21
Bias reduction of maximum likelihood estimates
David Firth · Biometrika · 1993 · 4.4K citations
A Predictive Model for Progression of Chronic Kidney Disease to Kidney Failure
Navdeep Tangri · JAMA · 2011 · 1.3K citations
Medicine, Biostatistics, Nephrology +17