UNITY SPECIALITY HOSPITAL
1. Target Overview & Investment Thesis
UNITY SPECIALITY HOSPITAL is a 33-bed community hospital in nan, NY with $4.5M in net patient revenue and a -100.0% operating margin. The hospital serves a payer mix of 0.0% Medicare, 0.0% Medicaid, and 100.0% commercial.
Thesis: Turnaround. Our ML models identify $341K in annual EBITDA improvement potential from RCM optimization across 5 levers, lifting margin from -100.0% to -154.9% (+764bps).
| Net Revenue HCRIS | $4.5M |
| Current EBITDA COMPUTED | $-7.3M |
| Operating Margin COMPUTED | -100.0% |
| Occupancy HCRIS | nan% |
| Revenue / Bed COMPUTED | $135K |
| Net-to-Gross HCRIS | 47.1% |
| Distress Probability ML | nan% |
2. Market Context & Competitive Position
NY has 196 Medicare-certified hospitals with a median operating margin of -17.5%. The target's margin of -100.0% places it below the state median. Among 33 size-comparable peers (16-66 beds), the median margin is -15.3%. The target's below-peer margin suggests operational improvement opportunity.
3. RCM Performance Analysis — Comparable Hospitals
Comps selected by bed count (16-66), prioritizing same-state peers. 33 hospitals in the comp set.
| Hospital | State | Beds | Revenue | Margin |
|---|---|---|---|---|
| UNITY SPECIALITY HOSPITAL (Target) | NY | 33 | $4.5M | -100.0% |
| GLEN COVE HOSPITAL | NY | 54 | $176.5M | -24.6% |
| CORNING HOSPITAL | NY | 65 | $169.3M | 5.0% |
| CLAXTON HEPBURN MEDICAL CENTER | NY | 38 | $106.9M | -16.0% |
| NATHAN LITTAUER HOSPITAL & NUR | NY | 57 | $104.5M | -21.6% |
| TERENCE CARDINAL COOKE HEALTH | NY | 56 | $99.3M | -10.7% |
| ST ANTHONYS COMMUNITY HOSPITAL | NY | 60 | $87.9M | 18.0% |
| CHENANGO MEMORIAL HOSPITAL | NY | 58 | $80.0M | -6.2% |
| ALICE HYDE MEDICAL CENTER | NY | 40 | $79.7M | -29.4% |
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: $341K (764bps margin improvement).
| Lever | Current | Target | EBITDA Impact | Margin | Ramp |
|---|---|---|---|---|---|
| Denial Rate Reduction | 12.0% | 6.5% | $94K | +211bp | 12mo |
| Net Collection Rate | 93.5% | 97.0% | $94K | +210bp | 18mo |
| Cost to Collect | 4.5% | 2.5% | $89K | +200bp | 12mo |
| A/R Days Reduction | 5200.0% | 3800.0% | $54K | +122bp | 9mo |
| Clean Claim Rate | 88.0% | 96.0% | $10K | +22bp | 6mo |
5. EBITDA Bridge
| Current EBITDA | $-7.3M |
| + RCM Uplift | +$341K |
| Pro Forma EBITDA | $-6.9M |
| Current Margin | -100.0% |
| Pro Forma Margin | -154.9% |
| WC Released (1x) | $171K |
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 | $-11.2M | $-44.4M | 0.00x | -100.0% |
| Base (11x exit) | 10.0x | 11.0x | $-11.2M | $-52.5M | 0.00x | -100.0% |
| Bull Case | 9.0x | 11.0x | $-10.0M | $-55.0M | 0.00x | -100.0% |
| Bull (12x exit) | 9.0x | 12.0x | $-10.0M | $-63.0M | 0.00x | -100.0% |
| Bear Case | 11.0x | 10.0x | $-12.3M | $-42.5M | 0.00x | -100.0% |
| Bear (11x exit) | 11.0x | 11.0x | $-12.3M | $-50.8M | 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
- 33 hospitals with 16-66 beds
- Same-state prioritization (n=34)
- Comp margins: P25=-25.1% / P50=-15.3% / P75=-7.5%
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.