UNIVERSITY OF CHICAGO HOSPITALS
1. Target Overview & Investment Thesis
UNIVERSITY OF CHICAGO HOSPITALS is a 686-bed large academic medical center in COOK, IL with $2.40B in net patient revenue and a -13.3% operating margin. The hospital serves a payer mix of 21.6% Medicare, 5.4% Medicaid, and 73.1% commercial.
Thesis: Undervalued. Our ML models identify $176.8M in annual EBITDA improvement potential from RCM optimization across 5 levers, lifting margin from -13.3% to -6.0% (+736bps).
| Net Revenue HCRIS | $2.40B |
| Current EBITDA COMPUTED | $-320.2M |
| Operating Margin COMPUTED | -13.3% |
| Occupancy HCRIS | 91.6% |
| Revenue / Bed COMPUTED | $3.5M |
| Net-to-Gross HCRIS | 20.4% |
| Distress Probability ML | 36.4% |
2. Market Context & Competitive Position
IL has 208 Medicare-certified hospitals with a median operating margin of -5.3%. The target's margin of -13.3% places it below the state median. Among 18 size-comparable peers (343-1372 beds), the median margin is -9.9%. The target's below-peer margin suggests operational improvement opportunity.
3. RCM Performance Analysis — Comparable Hospitals
Comps selected by bed count (343-1372), prioritizing same-state peers. 18 hospitals in the comp set.
| Hospital | State | Beds | Revenue | Margin |
|---|---|---|---|---|
| UNIVERSITY OF CHICAGO HOSPITAL (Target) | IL | 686 | $2.40B | -13.3% |
| NORTHWESTERN MEMORIAL HOSPITAL | IL | 930 | $2.38B | -18.4% |
| RUSH UNIVERSITY MEDICAL CENTER | IL | 598 | $2.30B | -20.3% |
| NORTHSHORE UNIVERSITY HEALTHSY | IL | 672 | $2.27B | 1.1% |
| LOYOLA UNIVERSITY MEDICAL CENT | IL | 516 | $1.40B | -9.9% |
| ADVOCATE CHRIST HOSPITAL | IL | 711 | $1.37B | 4.7% |
| SAINT FRANCIS MEDICAL CENTER | IL | 649 | $1.30B | 9.7% |
| CENTRAL DUPAGE HOSPITAL | IL | 347 | $1.30B | 16.4% |
| CARLE FOUNDATION HOSPITAL | IL | 433 | $1.22B | 11.8% |
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: $176.8M (736bps margin improvement).
| Lever | Current | Target | EBITDA Impact | Margin | Ramp |
|---|---|---|---|---|---|
| Net Collection Rate | 93.5% | 97.0% | $50.4M | +210bp | 18mo |
| Cost to Collect | 4.5% | 2.5% | $48.0M | +200bp | 12mo |
| Denial Rate Reduction | 12.0% | 6.5% | $47.6M | +198bp | 12mo |
| A/R Days Reduction | 5200.0% | 3800.0% | $29.2M | +122bp | 9mo |
| Clean Claim Rate | 88.0% | 96.0% | $1.5M | +6bp | 6mo |
5. EBITDA Bridge
| Current EBITDA | $-320.2M |
| + RCM Uplift | +$176.8M |
| Pro Forma EBITDA | $-143.4M |
| Current Margin | -13.3% |
| Pro Forma Margin | -6.0% |
| WC Released (1x) | $92.1M |
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 | $-492.7M | $-344.3M | 0.00x | -100.0% |
| Base (11x exit) | 10.0x | 11.0x | $-492.7M | $-538.7M | 0.00x | -100.0% |
| Bull Case | 9.0x | 11.0x | $-443.4M | $-115.2M | 0.00x | -100.0% |
| Bull (12x exit) | 9.0x | 12.0x | $-443.4M | $-256.6M | 0.00x | -100.0% |
| Bear Case | 11.0x | 10.0x | $-542.0M | $-1.07B | 0.00x | -100.0% |
| Bear (11x exit) | 11.0x | 11.0x | $-542.0M | $-1.35B | 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 |
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
- 18 hospitals with 343-1372 beds
- Same-state prioritization (n=19)
- Comp margins: P25=-12.9% / P50=-9.9% / P75=4.7%
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.