WINSTON MEDICAL CENTER
1. Target Overview & Investment Thesis
WINSTON MEDICAL CENTER is a 14-bed rural/critical access in WINSTON, MS with $24.4M in net patient revenue and a -22.6% operating margin. The hospital serves a payer mix of 66.1% Medicare, 3.4% Medicaid, and 30.5% commercial.
Thesis: Turnaround. Our ML models identify $1.8M in annual EBITDA improvement potential from RCM optimization across 5 levers, lifting margin from -22.6% to -15.2% (+736bps).
| Net Revenue HCRIS | $24.4M |
| Current EBITDA COMPUTED | $-5.5M |
| Operating Margin COMPUTED | -22.6% |
| Occupancy HCRIS | 19.6% |
| Revenue / Bed COMPUTED | $1.7M |
| Net-to-Gross HCRIS | 56.4% |
| Distress Probability ML | 58.4% |
2. Market Context & Competitive Position
MS has 110 Medicare-certified hospitals with a median operating margin of -12.5%. The target's margin of -22.6% places it below the state median. Among 43 size-comparable peers (7-28 beds), the median margin is -14.4%. The target's below-peer margin suggests operational improvement opportunity.
3. RCM Performance Analysis — Comparable Hospitals
Comps selected by bed count (7-28), prioritizing same-state peers. 43 hospitals in the comp set.
| Hospital | State | Beds | Revenue | Margin |
|---|---|---|---|---|
| WINSTON MEDICAL CENTER (Target) | MS | 14 | $24.4M | -22.6% |
| KINGS DAUGHTERS MEDICAL CENTER | MS | 22 | $91.5M | -8.4% |
| NORTH SUNFLOWER COUNTY HOSPITA | MS | 25 | $70.1M | -7.2% |
| MONROE REGIONAL HOSPITAL | MS | 25 | $45.6M | 0.9% |
| S.E. LACKEY MEMORIAL HOSPITAL | MS | 25 | $34.1M | -2.1% |
| COVINGTON COUNTY HOSPITAL | MS | 25 | $33.7M | -26.3% |
| PANOLA MEDICAL CENTER | MS | 21 | $33.4M | -21.8% |
| LAIRD HOSPITAL | MS | 25 | $31.4M | -9.0% |
| TALLAHATCHIE CRITICAL ACCESS H | MS | 18 | $30.9M | -6.7% |
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: $1.8M (736bps margin improvement).
| Lever | Current | Target | EBITDA Impact | Margin | Ramp |
|---|---|---|---|---|---|
| Net Collection Rate | 93.5% | 97.0% | $511K | +210bp | 18mo |
| Cost to Collect | 4.5% | 2.5% | $487K | +200bp | 12mo |
| Denial Rate Reduction | 12.0% | 6.5% | $482K | +198bp | 12mo |
| A/R Days Reduction | 5200.0% | 3800.0% | $296K | +122bp | 9mo |
| Clean Claim Rate | 88.0% | 96.0% | $16K | +6bp | 6mo |
5. EBITDA Bridge
| Current EBITDA | $-5.5M |
| + RCM Uplift | +$1.8M |
| Pro Forma EBITDA | $-3.7M |
| Current Margin | -22.6% |
| Pro Forma Margin | -15.2% |
| WC Released (1x) | $934K |
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 | $-8.5M | $-18.4M | 0.00x | -100.0% |
| Base (11x exit) | 10.0x | 11.0x | $-8.5M | $-22.9M | 0.00x | -100.0% |
| Bull Case | 9.0x | 11.0x | $-7.6M | $-19.8M | 0.00x | -100.0% |
| Bull (12x exit) | 9.0x | 12.0x | $-7.6M | $-23.8M | 0.00x | -100.0% |
| Bear Case | 11.0x | 10.0x | $-9.3M | $-24.6M | 0.00x | -100.0% |
| Bear (11x exit) | 11.0x | 11.0x | $-9.3M | $-30.0M | 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 66.1% of days; rate updates may lag inflation. Mitigant: CDI/CMI lever directly increases Medicare reimbursement |
| Medium | Low occupancy | At 19.6%, fixed costs are spread over fewer patient days. Mitigant: volume growth is an additional upside lever not modeled in base case |
| High | Elevated distress probability | Model estimates 58.4% probability of financial distress. Mitigant: distressed entry pricing (7-9x) compensates for risk |
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
- 43 hospitals with 7-28 beds
- Same-state prioritization (n=45)
- Comp margins: P25=-24.7% / P50=-14.4% / P75=-7.3%
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.