Top Banner
Integrating Risk-based Care for Patients With CKD in the Community Navdeep Tangri MD PhD FRCPC Associate Professor, Division of Nephrology Dept. of Medicine and Dept. of Community Health Sciences Seven Oaks General Hospital, University of Manitoba Adjunct Associate Professor, Division of Nephrology Tufts Medical Center, Tufts University
42

Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Jul 29, 2018

Download

Documents

trandat
Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Page 1: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Integrating Risk-based Care for Patients With CKD in the Community

Navdeep Tangri MD PhD FRCPC Associate Professor, Division of Nephrology Dept. of Medicine and Dept. of Community Health Sciences Seven Oaks General Hospital, University of Manitoba Adjunct Associate Professor, Division of Nephrology Tufts Medical Center, Tufts University

Page 2: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Background

• About 600,000 Canadians with Stage G3 CKD

• Most managed in primary care

• Some patients progress quickly

• In other, kidney function can remain stable for years

Page 3: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Background

• Low risk individuals

– Unnecessary anxiety – Burden of the chronic disease label – Psychological distress, absenteeism from work, & diminished quality of

life

Page 4: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Background

• Higher risk individuals who are under-recognized

– Limited opportunity to learn about CKD & take actions to control risk

factors & delay or prevent progression to kidney failure

– Less likely to choose home dialysis or a permanent vascular access

– Higher risk of hospitalizations & early mortality

Page 5: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Background

• Health system

– Increased wait times for urgent cases

– More rapid disease progression

– Inadequate preparation for dialysis and/or kidney transplant

Page 6: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Why Risk Prediction?

• Early & appropriate nephrology care

• Prognostic Information for patient & provider

• Clinical trial enrollment • Dialysis resource management

Page 7: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Kidney Failure Risk Equation (KFRE)

• The KFREs accurately predict the risk of kidney failure requiring dialysis in patients with CKD Stages 3-5 for up to 5 years

• Risk prediction is accurate across multiple countries & subpopulations

• The KFRE is simple & highly accurate, & can be integrated into clinical practice

• It is accessed online > 30,000 times a month

Page 8: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

4 Variable Equation

Page 9: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Published Online First April 11, 2011

Available at

www.jama.com

Page 10: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Knowledge Translation

Risk Factor Units (Type Over Placeholder Values in

Each Cell) Notes Age years 50 Sex male (m) or female (f) m Estimated GFR ml/min/1.73 m2 30 Urine Albumin Creatinine Ratio mg/g 50 Calcium mg/dl 9.8 Phosphorous mg/dl 3.8 Albumin g/dl 4 Bicarbonate meq/l 26

Five year risk of kidney failure 10.7%

Page 12: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Knowledge Translation - Output

Page 13: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Mayo Clinic Decision Aid

https://osteoporosisdecisionaid.mayoclinic.org/index.php/site/index

Page 14: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians
Page 15: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians
Page 16: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians
Page 17: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Research Question

Does providing patients (& their physicians) with information about their risk of kidney failure

improve quality of care, health literacy, & trust in the care they are receiving?

Page 18: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Study Objective

Design, implement, & evaluate a risk based CKD management pathway in primary care clinics

across Canada

Page 19: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Study Design

• National cluster randomized controlled trial in primary care clinics across Canada

• Clinics are part of the Canadian Primary Care Sentinel Surveillance Network (CPCSSN)

Page 20: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

CPCSSN

• Network of primary care clinics – ˃800 physicians & nurse practitioners – Provide care to >1.5 million Canadians

• Report all data required to calculate major vascular & CKD risk

factors – eGFR, ACR, blood pressure, hemoglobin A1C, & quality indicators for

CKD care – Collected in a longitudinal fashion

• Allows for observation of changes over time

– Access via CPCSSN’s data extraction tools

Page 21: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

CPCSSN

Page 22: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Study Design

• 134 CPCSSN primary care clinic clusters Canada-wide

• Randomization stratified by province

• Randomized 1:1

• 67 clinic clusters in each arm

Page 23: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Study Design

• Knowledge translation intervention

– Individualized information & tools explaining their risk factors (eGFR & albuminuria) & predicted risk for kidney failure

– Risk based management pathways for CKD & its underlying causes

Page 24: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Study Design

• Control – Usual care – No information on personalized risk or guidance for risk

based management

• All clinics will receive provincial summary documents

with existing guidelines for CKD care

Page 25: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Intervention

• Patients & providers receive individualized information about kidney failure risk & risk-based criteria for referral

• Intervention delivered over 12 months with 24 month follow

up

Page 26: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Intervention

• Integration of the KFRE in the CPCSSN DPT

– Low/medium/high risk of progression

– Links to management & referral guidelines, & clinical decision aids

Page 27: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Intervention

• Audit & feedback

– Feedback report with information about CKD, albuminuria, & ACEi/ARB use

– Information about clinic risk profile & % of patients meeting risk factor & referral targets

Page 28: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Intervention

• Medical detailing visit

– In-person visit from key opinion leader

– Discuss accuracy of the KFRE & guidance on the implementation of a risk based treatment pathway

– Share clinical decision aids (patient & provider infographics)

– Simulate the patient-provider discussion about the risk of CKD progression

– Identify a local champion to advocate for risk based care

Page 29: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Interactive Website & Video

www.kidneyfailurerisk.com

Page 30: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Patient Infographic

Page 31: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Patient Infographic

Page 32: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Patient Infographic

Page 33: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Risk Equation

Page 34: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Personalized Medicine

Page 35: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Primary Outcomes

• Patient

– Albuminuria & ACEi/ARB • % of patients with albuminuria • % of patients with albuminuria on ACEi/ARB

– Management of diabetes • Hemoglobin A1C in target, < 8%

– Management of hypertension • Blood pressure (BP) in target, office BP < 130/80 for patients with diabetes, 140/90

for those without

– Decline in eGFR • 30% decline over 3 years of follow up

Page 36: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Primary Outcomes

• Health System

– Appropriate referral for patients at high risk for kidney failure

– Cost of CKD care

• Data from electronic medical records, comparison with provincial guidelines, & linkages with provincial administrative data

Page 37: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Secondary Outcomes

• Patient – CKD-specific health literacy – Trust in physician care

• Provider

– Satisfaction with the risk prediction tools & clinical decision aids

• Data from a sub-study using surveys & Likert scale

Page 38: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Patient Partner Involvement

• Study protocol refinement

• Clinical decision aid refinement

• Data analysis

• Interpretation of study findings

• Moving results to practice

Page 39: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Progress to Date

• Clinical decision aids developed

• Feasibility assessment completed – 461,383 patients with a measured eGFR – 146,224 with measured albuminuria – 65,021 have CKD Stage 3 or higher & would be impacted by our

intervention

Page 40: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Progress to Date

• CPCSSN Data Presentation Tool

– Available in all CPCSSN clinic electronic medical records

– Best platform for integration of the KFRE

– Clinicians can identify all patients with CKD Stage G3 or higher & rank them by risk of kidney failure using the KFRE

– Patients at high/low risk can be identified & targeted for further intervention

Page 41: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Impact

• Integration of the KFRE in primary care – Reduced anxiety – Improved health literacy – More appropriate referral

• Broader uptake

– Reduction in wait times – Improved access to specialist care for high risk patients

Page 42: Integrating Risk-based Care for Patients With CKD … · Integrating Risk-based Care for Patients With CKD in ... & evaluate a risk based CKD management pathway in ... – Clinicians

Thank you!

Questions or Comments?