MERCY HOSPITAL ANDERSON
1. Target Overview & Investment Thesis
MERCY HOSPITAL ANDERSON is a 171-bed suburban community hospital in HAMILTON, OH with $239.7M in net patient revenue and a 0.0% operating margin. The hospital serves a payer mix of 24.1% Medicare, 2.3% Medicaid, and 73.6% commercial.
Thesis: Undervalued. Our ML models identify $17.6M in annual EBITDA improvement potential from RCM optimization across 5 levers, lifting margin from 0.0% to 7.4% (+736bps).
| Net Revenue HCRIS | $239.7M |
| Current EBITDA COMPUTED | $40K |
| Operating Margin COMPUTED | 0.0% |
| Occupancy HCRIS | 79.6% |
| Revenue / Bed COMPUTED | $1.4M |
| Net-to-Gross HCRIS | 21.8% |
| Distress Probability ML | 39.8% |
2. Market Context & Competitive Position
OH has 235 Medicare-certified hospitals with a median operating margin of -0.3%. The target's margin of 0.0% places it above the state median. Among 80 size-comparable peers (86-342 beds), the median margin is 0.5%. The target's below-peer margin suggests operational improvement opportunity.
3. RCM Performance Analysis — Comparable Hospitals
Comps selected by bed count (86-342), prioritizing same-state peers. 80 hospitals in the comp set.
| Hospital | State | Beds | Revenue | Margin |
|---|---|---|---|---|
| MERCY HOSPITAL ANDERSON (Target) | OH | 171 | $239.7M | 0.0% |
| RAINBOW BABIES & CHILDRENS HOS | OH | 231 | $2.22B | -5.0% |
| KETTERING HEALTH DAYTON | OH | 317 | $667.6M | 3.3% |
| DAYTON CHILDRENS HOSPITAL | OH | 181 | $569.1M | 7.9% |
| GENESIS HEALTHCARE SYSTEM | OH | 282 | $527.6M | 0.6% |
| ST. RITAS MEDICAL CENTER LLC | OH | 329 | $497.6M | 6.5% |
| MARIETTA MEMORIAL HOSPITAL | OH | 188 | $475.8M | -12.4% |
| ADENA REGIONAL MEDICAL CENTER | OH | 209 | $470.7M | 3.5% |
| ST. ELIZABETH HEALTH CENTER | OH | 341 | $461.6M | -2.7% |
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: $17.6M (736bps margin improvement).
| Lever | Current | Target | EBITDA Impact | Margin | Ramp |
|---|---|---|---|---|---|
| Net Collection Rate | 93.5% | 97.0% | $5.0M | +210bp | 18mo |
| Cost to Collect | 4.5% | 2.5% | $4.8M | +200bp | 12mo |
| Denial Rate Reduction | 12.0% | 6.5% | $4.7M | +198bp | 12mo |
| A/R Days Reduction | 5200.0% | 3800.0% | $2.9M | +122bp | 9mo |
| Clean Claim Rate | 88.0% | 96.0% | $153K | +6bp | 6mo |
5. EBITDA Bridge
| Current EBITDA | $40K |
| + RCM Uplift | +$17.6M |
| Pro Forma EBITDA | $17.7M |
| Current Margin | 0.0% |
| Pro Forma Margin | 7.4% |
| WC Released (1x) | $9.2M |
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 | $62K | $176.7M | 2870.88x | 391.6% |
| Base (11x exit) | 10.0x | 11.0x | $62K | $194.4M | 3158.29x | 401.1% |
| Bull Case | 9.0x | 11.0x | $55K | $252.6M | 4560.66x | 439.3% |
| Bull (12x exit) | 9.0x | 12.0x | $55K | $275.6M | 4975.56x | 448.7% |
| Bear Case | 11.0x | 10.0x | $68K | $88.5M | 1306.60x | 320.0% |
| Bear (11x exit) | 11.0x | 11.0x | $68K | $97.3M | 1437.58x | 328.1% |
7. Key Risks & Mitigants
| Severity | Risk Factor | Mitigant |
|---|---|---|
| Medium | Standard execution risk | RCM improvement requires management buy-in and 12-18 month implementation timeline |
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
- 80 hospitals with 86-342 beds
- Same-state prioritization (n=81)
- Comp margins: P25=-9.8% / P50=0.5% / P75=7.0%
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.