MOSES TAYLOR HOSPITAL
1. Target Overview & Investment Thesis
MOSES TAYLOR HOSPITAL is a 81-bed under-performing / distressed in LACKAWANNA, PA with $38.5M in net patient revenue and a -36.2% operating margin. The hospital serves a payer mix of 14.6% Medicare, 11.7% Medicaid, and 73.6% commercial.
Thesis: Turnaround. Our ML models identify $2.8M in annual EBITDA improvement potential from RCM optimization across 5 levers, lifting margin from -36.2% to -28.8% (+736bps).
| Net Revenue HCRIS | $38.5M |
| Current EBITDA COMPUTED | $-13.9M |
| Operating Margin COMPUTED | -36.2% |
| Occupancy HCRIS | 50.5% |
| Revenue / Bed COMPUTED | $476K |
| Net-to-Gross HCRIS | 12.7% |
| Distress Probability ML | 48.4% |
2. Market Context & Competitive Position
PA has 225 Medicare-certified hospitals with a median operating margin of -4.4%. The target's margin of -36.2% places it below the state median. Among 102 size-comparable peers (40-162 beds), the median margin is -4.1%. The target's below-peer margin suggests operational improvement opportunity.
3. RCM Performance Analysis — Comparable Hospitals
Comps selected by bed count (40-162), prioritizing same-state peers. 102 hospitals in the comp set.
| Hospital | State | Beds | Revenue | Margin |
|---|---|---|---|---|
| MOSES TAYLOR HOSPITAL (Target) | PA | 81 | $38.5M | -36.2% |
| THE GETTYSBURG HOSPITAL | PA | 76 | $341.8M | 18.4% |
| ST. JOSEPH MEDICAL CENTER | PA | 132 | $334.8M | 13.2% |
| EPHRATA COMMUNITY HOSPITAL | PA | 115 | $291.8M | 3.8% |
| THE GOOD SAMARITAN HOSPITAL | PA | 145 | $269.5M | -5.0% |
| AMERICAN ONCOLOGIC HOSPIAL | PA | 100 | $229.8M | -11.1% |
| EVANGELICAL COMMUNITY HOSPITAL | PA | 119 | $223.6M | 5.1% |
| ST. LUKES HOSPITAL - MONROE CA | PA | 98 | $221.8M | 7.8% |
| HERITAGE VALLEY BEAVER | PA | 148 | $220.0M | -15.9% |
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: $2.8M (736bps margin improvement).
| Lever | Current | Target | EBITDA Impact | Margin | Ramp |
|---|---|---|---|---|---|
| Net Collection Rate | 93.5% | 97.0% | $809K | +210bp | 18mo |
| Cost to Collect | 4.5% | 2.5% | $770K | +200bp | 12mo |
| Denial Rate Reduction | 12.0% | 6.5% | $763K | +198bp | 12mo |
| A/R Days Reduction | 5200.0% | 3800.0% | $469K | +122bp | 9mo |
| Clean Claim Rate | 88.0% | 96.0% | $25K | +6bp | 6mo |
5. EBITDA Bridge
| Current EBITDA | $-13.9M |
| + RCM Uplift | +$2.8M |
| Pro Forma EBITDA | $-11.1M |
| Current Margin | -36.2% |
| Pro Forma Margin | -28.8% |
| WC Released (1x) | $1.5M |
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 | $-21.4M | $-63.6M | 0.00x | -100.0% |
| Base (11x exit) | 10.0x | 11.0x | $-21.4M | $-76.9M | 0.00x | -100.0% |
| Bull Case | 9.0x | 11.0x | $-19.3M | $-74.5M | 0.00x | -100.0% |
| Bull (12x exit) | 9.0x | 12.0x | $-19.3M | $-87.0M | 0.00x | -100.0% |
| Bear Case | 11.0x | 10.0x | $-23.6M | $-70.8M | 0.00x | -100.0% |
| Bear (11x exit) | 11.0x | 11.0x | $-23.6M | $-85.6M | 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 |
| Low | Low net-to-gross ratio | Large contractual allowances suggest pricing discipline issues. Mitigant: payer renegotiation is an additional upside lever |
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
- 102 hospitals with 40-162 beds
- Same-state prioritization (n=103)
- Comp margins: P25=-18.9% / P50=-4.1% / P75=8.4%
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.