CALVARY HOSPITAL INC.
1. Target Overview & Investment Thesis
CALVARY HOSPITAL INC. is a 225-bed suburban community hospital in BRONX, NY with $120.4M in net patient revenue and a -16.7% operating margin. The hospital serves a payer mix of 59.2% Medicare, 8.9% Medicaid, and 31.9% commercial.
Thesis: Undervalued. Our ML models identify $8.9M in annual EBITDA improvement potential from RCM optimization across 5 levers, lifting margin from -16.7% to -9.3% (+736bps).
| Net Revenue HCRIS | $120.4M |
| Current EBITDA COMPUTED | $-20.1M |
| Operating Margin COMPUTED | -16.7% |
| Occupancy HCRIS | 95.6% |
| Revenue / Bed COMPUTED | $535K |
| Net-to-Gross HCRIS | 53.9% |
| Distress Probability ML | 44.2% |
2. Market Context & Competitive Position
NY has 196 Medicare-certified hospitals with a median operating margin of -17.5%. The target's margin of -16.7% places it above the state median. Among 96 size-comparable peers (112-450 beds), the median margin is -17.6%. The target performs in line with or above peers.
3. RCM Performance Analysis — Comparable Hospitals
Comps selected by bed count (112-450), prioritizing same-state peers. 96 hospitals in the comp set.
| Hospital | State | Beds | Revenue | Margin |
|---|---|---|---|---|
| CALVARY HOSPITAL INC. (Target) | NY | 225 | $120.4M | -16.7% |
| LENOX HILL HOSPITAL | NY | 415 | $1.32B | -35.1% |
| JACOBI MEDICAL CENTER | NY | 440 | $1.14B | -16.8% |
| HOSPITAL FOR SPECIAL SURGERY | NY | 200 | $1.12B | -29.3% |
| NYC HEALTH+HOSPITAL/KINGS COUN | NY | 381 | $1.03B | -15.0% |
| ST. FRANCIS HOSPITAL | NY | 364 | $889.3M | 2.0% |
| WHITE PLAINS HOSPITAL | NY | 292 | $884.7M | 8.7% |
| ELMHURST HOSPITAL CENTER | NY | 358 | $862.7M | -9.5% |
| MOUNT SINAI HEALTH SYSTEM-BETH | NY | 437 | $801.8M | -33.7% |
4. Predicted Improvement Opportunities
Improvement targets set at P75 of comparable peers with 60% gap closure assumption. Coefficients calibrated to published research bands. Total EBITDA uplift: $8.9M (736bps margin improvement).
| Lever | Current | Target | EBITDA Impact | Margin | Ramp |
|---|---|---|---|---|---|
| Net Collection Rate | 93.5% | 97.0% | $2.5M | +210bp | 18mo |
| Cost to Collect | 4.5% | 2.5% | $2.4M | +200bp | 12mo |
| Denial Rate Reduction | 12.0% | 6.5% | $2.4M | +198bp | 12mo |
| A/R Days Reduction | 5200.0% | 3800.0% | $1.5M | +122bp | 9mo |
| Clean Claim Rate | 88.0% | 96.0% | $77K | +6bp | 6mo |
5. EBITDA Bridge
| Current EBITDA | $-20.1M |
| + RCM Uplift | +$8.9M |
| Pro Forma EBITDA | $-11.2M |
| Current Margin | -16.7% |
| Pro Forma Margin | -9.3% |
| WC Released (1x) | $4.6M |
6. Returns Analysis — Scenario Matrix
5-year hold, 5.5x leverage, 3% organic growth, 10%/yr debt paydown. Base case uses 100% of predicted RCM uplift. Bull case: 130% uplift at lower entry. Bear case: 50% uplift at higher entry.
| Scenario | Entry | Exit | Equity In | Equity Out | MOIC | IRR |
|---|---|---|---|---|---|---|
| Base Case | 10.0x | 10.0x | $-30.9M | $-43.9M | 0.00x | -100.0% |
| Base (11x exit) | 10.0x | 11.0x | $-30.9M | $-58.3M | 0.00x | -100.0% |
| Bull Case | 9.0x | 11.0x | $-27.8M | $-39.1M | 0.00x | -100.0% |
| Bull (12x exit) | 9.0x | 12.0x | $-27.8M | $-50.8M | 0.00x | -100.0% |
| Bear Case | 11.0x | 10.0x | $-34.0M | $-78.1M | 0.00x | -100.0% |
| Bear (11x exit) | 11.0x | 11.0x | $-34.0M | $-97.0M | 0.00x | -100.0% |
7. Key Risks & Mitigants
| Severity | Risk Factor | Mitigant |
|---|---|---|
| High | Negative operating margin | RCM uplift bridge shows clear path to profitability; working capital release provides near-term cash cushion |
| Medium | Heavy Medicare dependence | Medicare comprises 59.2% of days; rate updates may lag inflation. Mitigant: CDI/CMI lever directly increases Medicare reimbursement |
8. Data Sources & Methodology Appendix
Data Sources
- CMS HCRIS Cost Reports (Medicare-certified hospitals)
- CMS Medicare Utilization (DRG-level volumes)
- CMS Chronic Conditions (county-level disease prevalence)
- HCRIS multi-year trend data (financial time series)
Comparable Selection
- 96 hospitals with 112-450 beds
- Same-state prioritization (n=97)
- Comp margins: P25=-27.9% / P50=-17.6% / P75=-9.2%
Bridge Methodology
- Targets: P75 of comparable peers (60% gap closure)
- Denial: avoidable share = 35% of delta × NPR
- AR: bad debt coefficient = $0.65 per day per $1K NPR
- NCR: 60% coefficient on collection rate improvement
- CDI: 0.75% of Medicare revenue per 0.01 CMI point
Returns Assumptions
- Leverage: 5.5x entry (84.6% debt / 15.4% equity)
- Organic growth: 3% annual EBITDA growth
- Debt paydown: 10% of principal per year
- Hold period: 5 years
Generated by SeekingChartis on April 26, 2026. All predictions use public data only. Confidence intervals calibrated via split conformal prediction (90% coverage target). This memo is for informational purposes and does not constitute investment advice.