MONROE COUNTY MEDICAL CENTER
1. Target Overview & Investment Thesis
MONROE COUNTY MEDICAL CENTER is a 49-bed community hospital in MONROE, KY with $17.7M in net patient revenue and a -23.2% operating margin. The hospital serves a payer mix of 48.2% Medicare, 0.0% Medicaid, and 51.8% commercial.
Thesis: Turnaround. Our ML models identify $1.3M in annual EBITDA improvement potential from RCM optimization across 5 levers, lifting margin from -23.2% to -15.8% (+736bps).
| Net Revenue HCRIS | $17.7M |
| Current EBITDA COMPUTED | $-4.1M |
| Operating Margin COMPUTED | -23.2% |
| Occupancy HCRIS | 21.4% |
| Revenue / Bed COMPUTED | $362K |
| Net-to-Gross HCRIS | 40.1% |
| Distress Probability ML | nan% |
2. Market Context & Competitive Position
KY has 114 Medicare-certified hospitals with a median operating margin of -0.6%. The target's margin of -23.2% places it below the state median. Among 68 size-comparable peers (24-98 beds), the median margin is -0.8%. The target's below-peer margin suggests operational improvement opportunity.
3. RCM Performance Analysis — Comparable Hospitals
Comps selected by bed count (24-98), prioritizing same-state peers. 68 hospitals in the comp set.
| Hospital | State | Beds | Revenue | Margin |
|---|---|---|---|---|
| MONROE COUNTY MEDICAL CENTER (Target) | KY | 49 | $17.7M | -23.2% |
| BAPTIST HEALTH LAGRANGE | KY | 42 | $236.9M | 2.7% |
| CLARK REGIONAL MEDICAL CENTER | KY | 54 | $156.4M | 16.5% |
| BAPTIST HEALTH RICHMOND | KY | 53 | $145.6M | -3.7% |
| GEORGETOWN COMMUNITY HOSPITAL | KY | 75 | $118.5M | 15.1% |
| TAYLOR REGIONAL HOSPITAL | KY | 90 | $109.9M | -6.7% |
| HIGHLANDS REGIONAL MEDICAL CEN | KY | 63 | $96.5M | -32.6% |
| JACKSON PURCHASE MEDICAL CENTE | KY | 95 | $91.1M | -6.8% |
| FLAGET MEMORIAL HOSPITAL | KY | 40 | $86.2M | -0.6% |
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: $1.3M (736bps margin improvement).
| Lever | Current | Target | EBITDA Impact | Margin | Ramp |
|---|---|---|---|---|---|
| Net Collection Rate | 93.5% | 97.0% | $372K | +210bp | 18mo |
| Cost to Collect | 4.5% | 2.5% | $355K | +200bp | 12mo |
| Denial Rate Reduction | 12.0% | 6.5% | $351K | +198bp | 12mo |
| A/R Days Reduction | 5200.0% | 3800.0% | $216K | +122bp | 9mo |
| Clean Claim Rate | 88.0% | 96.0% | $11K | +6bp | 6mo |
5. EBITDA Bridge
| Current EBITDA | $-4.1M |
| + RCM Uplift | +$1.3M |
| Pro Forma EBITDA | $-2.8M |
| Current Margin | -23.2% |
| Pro Forma Margin | -15.8% |
| WC Released (1x) | $680K |
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 | $-6.3M | $-14.0M | 0.00x | -100.0% |
| Base (11x exit) | 10.0x | 11.0x | $-6.3M | $-17.5M | 0.00x | -100.0% |
| Bull Case | 9.0x | 11.0x | $-5.7M | $-15.2M | 0.00x | -100.0% |
| Bull (12x exit) | 9.0x | 12.0x | $-5.7M | $-18.3M | 0.00x | -100.0% |
| Bear Case | 11.0x | 10.0x | $-7.0M | $-18.5M | 0.00x | -100.0% |
| Bear (11x exit) | 11.0x | 11.0x | $-7.0M | $-22.6M | 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 | Low occupancy | At 21.4%, fixed costs are spread over fewer patient days. Mitigant: volume growth is an additional upside lever not modeled in base case |
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
- 68 hospitals with 24-98 beds
- Same-state prioritization (n=69)
- Comp margins: P25=-11.0% / P50=-0.8% / P75=10.3%
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.