CMS's mandatory, nationwide, permanent joint-replacement bundle starts January 1, 2028. Look up any hospital to see its estimated quality tier, discount, and risk corridor under the final rule.
Top 500 by opportunity score. Filter, then click a row for the full CJR-X profile.
| Score | Hospital | CQS tier (est.) | Volume | Est. 90-day spend | Discount (CQS-adj.) | Repay / gain cap | PRO-PM $/yr | Readmit ERR |
|---|---|---|---|---|---|---|---|---|
| Initializing DuckDB-WASM and loading parquet… | ||||||||
Every dot is a hospital, colored by its estimated CQS tier and sized by spend. Cluster rings show the tier mix underneath; zoom or click a ring to open it. Switch layers for cost, readmission risk, exposure, IPPS price, or the HCHR focus list. The map follows the filters above; the state and division tiles below re-filter the table.
CJR-X (Comprehensive Care for Joint Replacement — Expanded) makes acute-care hospitals financially accountable for the full 90-day episode around a Medicare hip, knee, or ankle replacement: the surgery, the stay, and everything related that follows (post-acute care, physician services, readmissions, Part B). It was finalized in the FY 2027 IPPS rule and starts January 1, 2028. It is mandatory for hospitals paid under both IPPS and OPPS in the 50 states, DC, and the territories, and it has no end date.
Each year CMS sets a regional target price per episode type. If a hospital's total episode spending comes in below the target it receives a reconciliation payment; above it, it repays Medicare. CMS builds a 2.0% discount into the preliminary target as its guaranteed share, then adjusts that discount at reconciliation by the hospital's Composite Quality Score: Excellent hospitals give up nothing (0%), Good hospitals give up 1%, Acceptable hospitals the full 2%, and Below Acceptable hospitals the full 2% and forfeit any reconciliation payment.
Repayments and payments are capped at 20% of the hospital's aggregate target; MDH, rural, safety-net, and sole-community hospitals get a 5% repayment cap. Hospitals with fewer than 31 episodes across the three-year baseline are low-volume: no target price, no reconciliation that year.
1. Search or filter. Type a hospital name, city, or CCN above, or open the filter chips (state, Census division, star rating, CQS tier, stop-loss corridor, eligibility, setting, geography, deprivation, volume, HCHR).
2. Click a row. The detail panel shows the CQS build-up measure by measure, the flat vs. quality-adjusted discount, the stop-loss corridor and its basis, the regional target comparison, DRG-level volume, the FY 2026 IPPS pricer, the PRO-PM penalty, HRRP history, and CJR alumni data. Arrow keys move between hospitals; Esc closes.
3. Map it. Dots are colored by estimated CQS tier; switch layers for cost, readmission risk, exposure, IPPS price, or the HCHR focus list. Click a division pill under the map to filter to a pricing region.
4. Check the methods. Every source, join, weight, and threshold is documented in Methods; every rule parameter is cited to its section in Rule.
Descriptive analysis of per-episode unit cost across urban-rural geography, community deprivation (proxied by the CMS dual-eligible proportion), and procedural volume. Observational; restricted to hospitals with ≥31 LEJR episodes in the public year.
Each cell is the mean inpatient Medicare payment per LEJR episode among hospitals in that decile of dual-eligible share (1 = lowest, 10 = highest).
Density-derived (neighbors within 10 & 25 miles). The CMS CBSA rural flag used for the stop-loss proxy is separate.
Lower = deciles 1–3; Moderate = 4–7; Higher = 8–10.
31 episodes across three years is the rule's floor; 31/yr is the conservative single-year read.
Simple OLS of inpatient cost/episode on dual-eligible proportion, by stratum.
Targets are regional and risk-adjusted, and the two hospital-level adjusters are bed size and safety-net status, the latter a cliff at the 25th percentile of regional dual-eligible LEJR share (§ 512.645). A high-deprivation hospital just below that line gets neither the safety-net adjuster nor the 5% stop-loss, faces the regional average with the higher unit costs shown above, and, if its CQS lands ≤6.0, cannot earn a reconciliation payment at all. The 5% corridor (§ 512.650(c)(6)(iii)) caps repayment; it does not lift the target. The HCHR list is the practical focus set for readiness work.
Analytical note — the dual-eligible proportion is the CMS SES peer-grouping variable used in HRRP since FY 2019 (21st Century Cures Act § 15002). It correlates with tract-level Area Deprivation Index and is available at the hospital level without geocoding. The rule's own safety-net test uses LEJR-episode-specific dual share, which is not public; see Methods.
Separate from CJR-X, and larger for most hospitals: failing to report the THA/TKA PRO-PM under Hospital IQR costs one-quarter of the market-basket update on all Medicare IPPS revenue. The same PRO-PM is 10% of the CJR-X CQS.
Statutory basis. Section 1886(b)(3)(B)(viii)(I) of the Social Security Act reduces the applicable percentage increase by one-quarter of the market basket update, determined without regard to the productivity adjustment, for any subsection (d) hospital that does not submit required Hospital IQR data. The FY 2027 final rule restates the mechanics: market basket 3.2%, so the IQR reduction is 0.8 point (a hospital that is also not a meaningful EHR user lands at −0.9%). CMS made the THA/TKA PRO-PM (CMIT #1618) a required IQR submission beginning with the FY 2028 payment determination; the reporting threshold is ≥50% of eligible elective primary THA/TKA cases with matched pre- and post-operative PROMs.
Formula. PRO-PM penalty $ = 0.25 × market basket % × operating IPPS revenue. Default 0.25 × 3.2% = 0.8% of operating IPPS revenue per year. The FY 2028 market basket is unpublished; 3.2% is the best available proxy and is user-overridable above.
Operating IPPS revenue, per CCN, is reconstructed from the CMS FY 2026 IPPS Final Rule Impact File with CMS's own payment logic: standardized amount = labor rate × wage index + non-labor rate × COLA (Tables 1A–1C); operating federal per weight = standardized amount × (1 + TCHOP + DSHOPP); scaled by CASETA43 × TACMIV43. Capital, UC per-claim, outliers, SCH hospital-specific rates (Provider Type 16/17), MDH-flagged hospitals paid on HSP rates, VBP/HRRP/HAC adjustments, and pass-throughs are excluded because the statute adjusts the standardized amount only. Hospitals absent from the Impact File (not IPPS-paid, new CCNs, sub-providers) show no PRO-PM value and are excluded from the aggregate; the match count above surfaces the gap.
Read as a planning figure. Actual exposure is the reduction to the following year's standardized amount across that year's discharges; the projection here uses current volumes and rates, typically within ±5–10% of the realized figure.
No proprietary claims, no private feeds. Every weight, threshold, and proxy is documented here so it can be argued with.
Acute-care hospitals from Hospital General Information (star rating, address). Any CCN reporting inpatient trigger-DRG or APC 5115 activity. 2,569 of 2,663 geocoded via 2024 Census ZCTA centroids; the rest are retained in tables and aggregates.
IP: Σ discharges × avg Medicare payment across MS-DRG 469/470/521/522 (Part A, anchor only). HOPD: Σ services × avg payment for APC 5115, the comprehensive APC carrying HCPCS 27130/27447 (facility only; a small share of non-LEJR level-5 MSK cases rides along). Counts under 11 are suppressed.
Anchor × 1.65. The CJR evaluation literature puts the anchor hospitalization near 60% of a 90-day LEJR episode; the remainder is SNF/IRF/HHA, physician, readmissions, Part B. National average, so a SNF-heavy hospital is understated and a home-health-heavy one overstated. Every dollar figure downstream of this is a planning estimate.
The rule excludes hospitals with fewer than 31 episodes across the three-year baseline. Public data are one year, so we show two flags: ≥31/yr (certain) and in scope (3-yr) for 11–30/yr, which projects to ≥31 over three years. Suppressed HOPD counts make both flags conservative for roughly 370 hospitals.
We rebuild the CQS from public analogs of the five measures: COMP-HIP-KNEE RSCR (Complications & Deaths file, ≥25 cases) for CMIT #350; the HCAHPS linear-mean roll-up (≥100 surveys) for #338; OP-36 from Unplanned Hospital Visits (≥25) for #344; the OAS CAHPS HOPD linear-mean roll-up (≥100 surveys) for #162; and the 50th-percentile default for the PRO-PM (#1618), which CMS has not published. Each measure is converted to a national performance percentile and then to points using the rule's own tables (10.00/9.25/…/5.50/0 for complications and OP-36; 8.00/…/5.00/0 for CAHPS; 2.00/…/1.10/0 for PRO-PM). Inpatient and outpatient composites (each capped at 20) are volume-weighted by the hospital's IP/HOPD episode mix. Tier thresholds are the rule's: ≥17.1 / 12.1 / 6.1.
Known gaps: percentiles run across all hospitals with a reportable value rather than CMS's IPPS-eligible denominator; measurement periods (COMP 4/2023–3/2025, HCAHPS & OAS 10/2024–9/2025, OP-36 CY2024) precede the PY1 windows; the HCAHPS point table as published gives 5.40 at the 30–39th percentile and 5.00 at 40–49th, which we apply as written. Spend-weighted, the estimated average effective discount is 1.29%, against CMS's impact-analysis assumption of 1.3%.
Flat exposure = est. 90-day spend × 2.0%. CQS-adjusted exposure = est. spend × {0, 1, 2, 2}% by tier; Below Acceptable also loses reconciliation-payment eligibility. Stop-loss = est. spend × 20% (or 5% if the hospital is flagged MDH, rural, safety-net, or SCH); stop-gain = est. spend × 20% for everyone. The rule applies these to the aggregated reconciliation target price, which we do not observe; est. spend is the stand-in.
Safety-net: the rule's test is top-25th-percentile within region for dual-eligible share of Medicare LEJR episodes. We use the FY 2026 IPPS Provider Beneficiary Characteristic PUF (dual-enrolled share of all discharges) ranked within Census division among hospitals in this universe. Rural: URGEO = RURAL in the FY 2026 Impact File (geographic CBSA); URSPA rural-for-payment reclassifications are shown but not counted. SCH: Provider Type 16/17. MDH: Impact File flag. Bed-size tier (≤250 / 251–500 / 501–850 / 851+): Impact File beds. Any of the first four → 5% stop-loss.
Nine Census divisions map to state. Preliminary target = division average est. episode cost × (1 − 2.0%); reconciliation target = × (1 − CQS-adjusted discount). Not modeled: episode-type split (36 benchmark prices), 17/33/50 baseline weighting, risk adjustment, trend/normalization, the 99th-percentile outlier cap. Directional only.
HRRP THA/TKA ERR (FY 2025 and FY 2026 supplemental files): payment adjustment factor, THA/TKA trigger flag, peer group, dual proportion. Readmissions are inside the 90-day episode, so ERR stays in the opportunity score as a cost-risk signal even though it is not a CQS measure.
297 hospitals from the original CJR Model. Published complication and HCAHPS percentiles serve as a directional prior on the closest CJR-era analog to the CQS complications domain.
0.35 × log10(anchor spend), normalized0.30 × readmission headroom: clip((ERR − 0.80) × 250, 0, 100); missing → 500.20 × CQS gap: (20 − est. CQS) / 20 × 1000.15 × CJR complication percentile (alumni; 50 otherwise)v4 used star-rating headroom in the 20% slot; v5 swaps in the CQS gap because the star rating is not a CJR-X input.
scripts/enrich_final_rule.pyPer-DRG federal payment and per-CCN operating revenue reconstructed from the FY 2025/2026 IPPS Final Rule Impact Files and Tables 1A–1E/5. See the PRO-PM module above for the formula and exclusions.
scripts/build_ipps_prices.jsBrowser-resident DuckDB-WASM 1.29. Parquet (zstd) is loaded once; filters compile to SQL against an in-memory view. No server. Source in app.js.
Sources: Federal Register · 2026-15833 (full text) · CMS fact sheet, FY 2027 IPPS final rule · CMS Innovation Center · CJR-X model page · CJR Model (2016–2024)
The long-form walkthrough of the model, section by section, with the comment-letter scorecard and the operational read (fracture book, ASC decant, care navigation). Final-rule edition on Substack.
The narrated seven-scene explainer of the model's mechanics, in the Techy Surgeon worlds shelf.
FY 2027 IPPS/LTCH PPS final rule, CMS-1849-F. CJR-X policy is section X.C; regulatory text at 42 CFR §§ 512.600–512.695.
Model summary, participant information, FAQs, and the CJR-X listserv.
Complications & Deaths, HCAHPS, Unplanned Hospital Visits, and OAS CAHPS on the Provider Data Catalog.
Where this tool lives alongside the rest of the Techy Surgeon policy toolkit.
This engine is built and maintained by Christian Péan MD, MS (orthopedic trauma surgeon, Duke faculty) for Techy Surgeon. CJR-X analytics and care-navigation deployments run through RevelAi Health, where he is CEO.
Hospital-specific CQS modeling, episode-cost analysis, PRO-PM capture, and post-acute navigation design. We reply within one business day.
We'll get back to you within one business day. In the meantime, keep exploring the engine or read the Operator's Guide.
Advisory, talks, and custom analysis for health systems, societies, and med-tech teams working through mandatory episodes.
Work with me SubscribeAI care navigation and episode analytics for TEAM, CJR-X, and the ACCESS Model, deployed with health systems and PT partners.
revelaihealth.com