Per-hospital analytical workbench for the proposed CJR-X mandatory bundle. 2,663 acute-care hospitals with reportable LEJR volume joined across five CMS public datasets. Inpatient (DRG 469/470/521/522) and HOPD (APC 5115 / HCPCS 27130 & 27447) financial exposure, hip/knee excess readmission ratios, Hospital Overall Star Ratings, and CJR-Model historical performance — composited into an opportunity score and a CQS readiness tier estimate. Filter, map, and drill in.
Statutory basis. Section 1886(b)(3)(B)(viii) of the Social Security Act requires that subsection (d) hospitals that do not submit required IQR quality data have their "applicable percentage increase" (the annual market-basket update to the standardized amount) reduced by one-quarter for the applicable fiscal year. The Hip/Knee THA/TKA Patient-Reported Outcome-Based Performance Measure (PRO-PM) — NQF #3559e — is required as part of the IQR program beginning with FY2028 payment determinations. Hospitals that fail to report it at the required threshold (≥50% of eligible elective primary THA/TKA cases with pre-op and 300-to-425-day post-op data in the reporting cohort) lose 25% of their applicable market-basket update.
Formula.
PRO-PM Penalty $ = IQR fraction × Market-basket update % × Operating IPPS revenue
At the default of 0.25 × 2.9%, the effective rate is 0.725% of the operating IPPS base per hospital per year. Both constants are user-overridable in the panel above.
Operating IPPS revenue — per-CCN construction. Computed from the CMS FY 2026 IPPS Final Rule Impact File (August 2025 release, CMS-1833-F) using the same payment logic CMS uses to model payments in that file:
What's intentionally excluded from the modeled base.
Comparability. The aggregate FY2026 modeled operating IPPS payment across all 3,173 matched CCNs is ~$100.7B; all-in (operating + capital + UC) is ~$115.9B. These numbers are in the range of CMS' own budget tables for the IPPS program ($~115B–$130B), and the difference vs. published totals is attributable to the exclusions listed above — principally outlier, HSP-rate payments to SCH/MDH hospitals, and supplemental pass-throughs that do not flow through the Impact File's federal-rate model.
Use as a planning figure, not a reconciliation. A hospital's actual PRO-PM exposure is the reduction to next year's standardized amount applied across that year's discharges, reconciled in the mid-year PSF updates. The figures here project forward using this year's volumes and rates as a proxy — accurate to within the volume variance of the hospital from one year to the next, typically ±5–10%.
Sources. CMS-1833-F (FY 2026 IPPS Final Rule) · FY 2026 IPPS Final Rule Impact File (August 2025) · Tables 1A–1E and Table 5 from the Final Rule · Medicare Program Statistics IPPS aggregate payments · §1886(b)(3)(B)(viii) SSA · NQF #3559e Hospital-Level PRO-PM specifications.
This page is built for hospital administrators, finance teams, consultants, and anyone trying to understand Medicare's newest bundled payment program and how it could affect a specific hospital. No jargon required — everything is explained below.
CJR-X stands for Comprehensive Care for Joint Replacement — Expanded. It is a proposed Medicare rule (formally called CMS-1849-P) that would require most U.S. hospitals performing hip, knee, and ankle replacements to take financial responsibility for a patient's full care episode — not just the surgery itself, but all related costs for 90 days after discharge.
If a hospital's total episode cost comes in below a regional benchmark, it keeps some of the savings. If it comes in above, it owes Medicare back. CMS applies a flat 2% discount factor to the benchmark price upfront, representing Medicare's guaranteed savings. Hospitals that achieve "Good" or "Excellent" quality categories (via the Composite Quality Score) can see a reduced effective discount at reconciliation — meaning they keep more of their savings. Hospitals rated "Below Acceptable" are ineligible for any reconciliation payments.
Safety-net and certain rural hospitals are protected with a 5% stop-loss cap throughout all performance years. The standard stop-loss limit for other hospitals has not been explicitly defined in the proposed rule text, though the original CJR model used a phased approach reaching 20%. The model uses 29 risk adjusters (up from 3 in original CJR) to account for patient complexity.
The program is mandatory for hospitals with 31 or more LEJR episodes during the baseline period (hip, knee, and ankle combined, inpatient and outpatient). Hospitals with fewer than 31 episodes are classified as "low-volume" and excluded from financial reconciliation. It would begin October 1, 2027.
1. Browse the table — Hospitals are ranked by opportunity score (highest first). Use the filters above the table to narrow by state, star rating, quality tier, alumni status, or setting type.
2. Click any row — Expanding a hospital row shows the full detail card: DRG-level volume breakdown, inpatient vs. outpatient split, score component bars, and CJR alumni history if applicable.
3. Explore the map — Scroll down to see all hospitals plotted geographically. Dots are color-coded by readiness tier. Clusters show counts; zoom in to see individual hospitals. Click any dot for a quick-stats popup.
4. Check methodology — The "Methodology" section documents every data source and scoring formula. The "Rule" section summarizes the CJR-X program parameters with citations to the actual regulation.
Top 500 results by composite opportunity score (0–100). Filter by state, star rating, readiness tier, alumni status, mandatory eligibility, and LEJR setting. Click a row for the full CJR-X readiness profile, including DRG-level volume mix and score component breakdown.
| Score | Hospital | St | Star | IP Vol | HOPD Vol | Anchor Spend | Est. 90-Day Total | ±20% Risk | PRO-PM $/yr | PRO-PM % Anchor | Hip/Knee ERR | Readiness Tier |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Initializing DuckDB-WASM and loading parquet… | ||||||||||||
Each dot is one hospital geocoded from CMS Provider Data. Color indicates the provisional CQS readiness tier. At low zoom, dots cluster into count badges — zoom in to see individual hospitals. Click any dot for a quick-stats popup or jump to its full row in the table. Map respects the engine filters above.
An exploratory descriptive analysis of per-episode unit cost across three axes: urban-rural geography, community deprivation (proxied by the CMS-validated dual-eligible proportion), and procedural volume. The dual-eligible proportion is the same measure CMS uses for HRRP peer-grouping and is highly correlated with the tract-level Area Deprivation Index in the published literature. Findings here are observational and deliberately restrict to mandatory-eligible hospitals with ≥ 31 LEJR episodes.
Each cell is the mean inpatient Medicare payment per LEJR episode among hospitals in that decile of dual-eligible share (1 = lowest deprivation, 10 = highest). The gradient is a classic dose-response.
Classification derived from hospital density (neighbors within 10 & 25 miles).
Lower = deciles 1–3; Moderate = 4–7; Higher = 8–10.
CJR-X mandatory threshold is 31 episodes/yr.
Simple OLS fit of inpatient cost/episode on dual-eligible proportion, computed separately for urban, suburban, and rural hospitals.
Under CJR-X's regional benchmark design, a hospital's target price is drawn from its regional peers. A hospital serving a high-deprivation catchment that consistently exceeds its regional average will face compounding risk: (1) higher unit cost, (2) higher readmission risk flagged by HRRP, and (3) no reconciliation eligibility if it lands in "Below Acceptable" CQS. The 5% safety-net stop-loss (§ 512.645) is meaningful but asymmetric — it caps downside, not upside gap. The 194 HCHR hospitals flagged above are the practical focus list for CJR-X readiness interventions.
Analytical note — Dual-eligible proportion is the CMS-validated SES peer-grouping variable used in HRRP since FY 2019 (21st Century Cures Act §15002). It correlates strongly with tract-level Area Deprivation Index but is available at the hospital level without geocoding. Where tract-level ADI overlay is required (e.g. for catchment-area work), the patient-ZIP to ADI crosswalk from the University of Wisconsin Neighborhood Atlas is the recommended secondary layer.
All data is public CMS Provider Data and CMS data-api/v1 — no proprietary claims, no private feeds. Scoring weights and tier thresholds are documented inline. Reproducible and auditable.
Acute Care Hospitals from CMS Hospital General Information. Star rating, CCN, address, city/county. Joined to any CCN reporting either inpatient trigger DRG or HOPD APC 5115 activity. Federal suppression of counts <11 applies.
Hospital addresses joined to ZIP centroid coordinates from the 2024 Census ZCTA Gazetteer. 2,569 of 2,663 hospitals (96.5%) successfully geocoded; remainder are unique-purpose ZIPs (PO box, military, territorial) excluded from the map but retained in all tables and aggregates.
Sum of Tot_Dschrgs × Avg_Mdcr_Pymt_Amt across DRGs 469, 470, 521, 522 per CMS-1849-P. Anchor-admission Medicare Part A only. True 90-day episode cost also includes physician, SNF, HHA, IRF, readmissions, Part B.
Sum of CAPC_Srvcs × Avg_Mdcr_Pymt_Amt across APC 5115 (Level 5 Musculoskeletal / Comprehensive APC) — the OPPS bucket routing HCPCS 27130 and 27447. Facility payment only; excludes physician Part B. APC 5115 captures a small fraction of non-LEJR major MSK procedures (documented widening caveat).
CMS-1849-P requires ≥31 LEJR episodes/yr across IP+OP combined. Default view filters to eligible. Toggle CJR-X Eligibility to see sub-threshold hospitals. Suppressed HOPD counts (<11) use reported volume only — eligibility may be conservatively understated for ~367 hospitals.
Hip/knee excess readmission ratio (ERR) from HRRP READM-30-HIP-KNEE measure — public analog of CJR-X RSCR (CMIT #350), which carries 50% weight in the inpatient Composite Quality Score.
297 hospitals participated in the original CJR Model. Their published complication percentile (comp_hipknee) and HCAHPS percentile serve as directional priors for performance on the closest CJR-era analog to the new CQS complications domain.
FY2025 and FY2026 HRRP Supplemental Data Files joined on CCN. Per-hospital: payment adjustment factor (0.97–1.00), payment reduction percentage, THA/TKA-specific penalty indicator (Y/N), peer group assignment (1–5 based on dual-eligible proportion), and peer group median ERR. 975 hospitals penalized for THA/TKA readmissions in at least one of the two years; 503 penalized in both.
Composite signal weighting four normalized components:
0.35 × log10(annual LEJR spend), normalized0.30 × hip/knee ERR headroom above 0.950.20 × star rating headroom below 50.15 × CJR complication percentile (alumni only)Higher score = larger dollars + wider readiness gap. Weights are disclosed for sensitivity analysis.
Provisional CQS tier mapping based on star rating × ERR:
Directional proxy, not a forecast. CMS will publish actual CQS coefficients before PY1.
Browser-resident DuckDB-WASM (1.29.0). Parquet (zstd) loaded once into a registered file buffer; all filters execute as SQL against an in-memory view. No server, no database, no proprietary feed. Source code in app.js.
Primary source documents for the CJR-X proposed rule and the quality programs it interacts with.
CMS Innovation Center's official page for the CJR-X (Comprehensive Care for Joint Replacement Expanded) Model, including program details and participant information.
CMS press release on the CJR-X Model and FY 2027 IPPS Proposed Rule, including key program parameters and fact sheets.
HRRP program overview, supplemental data files (FY2025, FY2026), methodology, and penalty adjustment factor downloads.
CMS's methodology for the 1–5 star hospital quality rating system, including measure weights and the current technical report.
The central repository for all CMS public use files including Hospital General Information, Inpatient/Outpatient Provider-level data, and HRRP measures.
The predecessor bundled payment model (2016–2024). Performance data, evaluation reports, and lessons learned that inform CJR-X program design.
Sources: CMS CJR-X Model page · CMS Press Release · HFMA Analysis · 42 CFR Part 510 (Original CJR)
Revel AI Health provides AI-powered care navigation and analytics solutions for episode-of-care management under CMS bundled payment models — helping hospitals, ASCs, and physician practices reduce episode costs and improve quality scores.
Tell us about your hospital or organization and we'll reach out to discuss your CJR-X readiness strategy.
We'll get back to you within one business day. In the meantime, explore the analyzer above or visit revelaihealth.com.