Orthopedic Analytics

Orthopedic Practice Analytics: Joint Replacement Outcomes, Bundle Performance, and Functional Scores

Over 1 million total hip and knee replacements are performed annually in the US. CJR mandatory hospital participation, BPCI-A 90-day episode analytics, and KOOS/HOOS functional outcome tracking all require patient-level data that most orthopedic practices still assemble from spreadsheets.

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2–3xrevision surgery cost vs. primary procedure — implant analytics and outcome tracking are the primary prevention levers
The Data Challenge in Orthopedics

CJR Episode Cost, BPCI-A 90-Day Performance, and KOOS Outcomes Each Live in a Different System.

The Comprehensive Joint Replacement (CJR) program is mandatory for hospitals in selected Metropolitan Statistical Areas (MSAs) and covers THA and TKA episodes. CJR measures 90-day episode cost against a CMS target price — with gainsharing opportunities for hospitals and orthopedic practices that manage post-acute care utilization efficiently. An orthopedic practice participating in CJR needs to know, for every THA/TKA patient, whether the patient went to SNF (high-cost), IRF, or home with home health (lower cost), how long they stayed, and what the total 90-day episode cost was. Most orthopedic practices don't have access to this post-acute claims data in a timely format.

Functional outcome scores — KOOS (Knee injury and Osteoarthritis Outcome Score) for TKA and HOOS (Hip disability and Osteoarthritis Outcome Score) for THA — are increasingly required for registry reporting, payer quality contracts, and CJR quality composite scoring. Collecting pre-operative baseline scores and 6-month and 12-month post-operative scores requires a systematic patient contact and data entry workflow that most orthopedic practices have not implemented operationally. The practices that collect PRO data consistently are the ones that can demonstrate outcomes in value-based contracting conversations.

Pre-operative optimization is increasingly recognized as the highest-impact intervention for reducing THA/TKA complications and length of stay. Pre-op BMI above 40, HbA1c above 8.0 in diabetic patients, and active smoking status are the three modifiable risk factors most strongly associated with surgical site infection, readmission, and functional outcome. An orthopedic practice that tracks pre-operative optimization completion — HbA1c testing, smoking cessation documentation, and pre-habilitation completion — can demonstrate clinical excellence and reduce payer complication risk scores simultaneously.

CJR Episode Cost vs. Target Price
90-day episode total cost vs. CMS target price for each THA/TKA, with post-acute care utilization breakdown (SNF days, IRF days, home health episodes, readmissions). Gainsharing calculation based on quality composite score and cost performance relative to target.
BPCI-A Post-Acute Care Utilization
Under Bundled Payments for Care Improvement-Advanced, 90-day episode analytics by MS-DRG — anchor hospitalization cost plus all post-acute care spending. SNF vs. IRF vs. home health discharge disposition analysis by surgeon and patient risk profile to identify unnecessary post-acute utilization.
Implant Cost Per Case by Vendor
Implant acquisition cost per case by vendor, implant family, and surgeon. Vendor selection analysis — which surgeons are using premium-priced implants for standard primary THA/TKA? Revision rate by implant manufacturer to correlate implant selection with long-term outcome data.
What Vizier Tracks

Orthopedic-Specific Analytics Capabilities

CJR Quality Composite Score
THA/TKA complication rate, HCAHPS scores, and voluntary PRO submission — the three CJR quality composite components. Calculate gainsharing eligibility and estimated shared savings or repayment amount based on current performance.
KOOS and HOOS Functional Scores
Pre-operative baseline, 6-month, and 12-month KOOS (knee) and HOOS (hip) score tracking. Score change from baseline — the primary outcome metric for joint replacement value-based contracting. Flag patients with inadequate functional improvement for clinical review.
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90-Day Episode Cost Analytics
Total 90-day episode cost by surgeon and MS-DRG with post-acute utilization breakdown. Target price vs. actual cost variance. Identify which patient profiles and which post-acute care patterns drive episodes above the CJR or BPCI-A target.
Pre-Op Optimization Tracking
Pre-operative HbA1c testing completion for diabetic patients, BMI documentation and optimization counseling, smoking cessation program referral and completion, and pre-habilitation exercise program completion — all correlated with post-operative SSI and readmission rates.
PT Compliance and Functional Milestones
Post-operative physical therapy attendance rate vs. prescribed visit frequency, functional milestone achievement at PT discharge (range of motion, ambulation distance, stair negotiation), and correlation between PT completion and 6-month KOOS/HOOS scores.
Surgical Site Infection Analytics
SSI rate by procedure type (THA vs. TKA), surgeon, and pre-operative risk factor profile. Prophylactic antibiotic compliance — timing and agent selection. Diabetes and BMI contribution to SSI risk with pre-operative optimization rate correlation.
Quality Programs & Reporting

Orthopedic Quality Reporting Requirements

CJR (Comprehensive Joint Replacement) is mandatory for hospitals in approximately 100 selected MSAs, covering THA and TKA MS-DRGs (469, 470). CJR measures performance over 90-day episodes — the anchor hospital stay plus all post-acute care spending. Hospitals in CJR can create gainsharing arrangements with orthopedic surgeons, creating aligned financial incentives to manage post-acute care utilization. BPCI-A (Bundled Payments for Care Improvement-Advanced) is voluntary and available for additional MS-DRGs beyond THA/TKA including fracture and spine surgery bundles.

MIPS orthopedic quality measures include appropriate use criteria for advanced imaging (spine MRI, knee MRI), perioperative care measures, surgical site infection prevention measures, and functional outcome collection for total joint replacement — the CMS-required PRO-PM (Patient-Reported Outcome-based Performance Measure) for THA/TKA that became mandatory for large orthopedic practices beginning in 2023.

CMS Bundle Programs
CJR (Comprehensive Joint Replacement) — mandatory for selected MSAs, BPCI-A (voluntary) — THA/TKA, fracture, and spine MS-DRGs
MIPS Measures
THA/TKA PRO-PM (mandatory for large practices), perioperative care — VTE, surgical site infection prevention, appropriate imaging use criteria
Quality Registries
AAOS registry participation, American Joint Replacement Registry (AJRR), implant manufacturer registry data, STS quality improvement programs
Key Episode Cost Drivers
Post-acute care setting (SNF vs. home with HH), length of SNF stay, 90-day readmission rate, implant cost, anesthesia type — neuraxial vs. general
Orthopedic Analytics

CJR Episode Cost, KOOS Outcomes, and Implant Analytics in One View

Upload your surgical, billing, and post-acute claims data — ask 'what is our average 90-day episode cost for TKA vs. the CJR target price this quarter?' — and get the answer with post-acute utilization breakdown by surgeon.