LAWRENCE GENERAL HOSPITAL
1. Target Overview & Investment Thesis
LAWRENCE GENERAL HOSPITAL is a 186-bed suburban community hospital in ESSEX, MA with $289.3M in net patient revenue and a -12.2% operating margin. The hospital serves a payer mix of 34.3% Medicare, 16.5% Medicaid, and 49.2% commercial.
Thesis: Undervalued. Our ML models identify $21.3M in annual EBITDA improvement potential from RCM optimization across 5 levers, lifting margin from -12.2% to -4.8% (+736bps).
| Net Revenue HCRIS | $289.3M |
| Current EBITDA COMPUTED | $-35.3M |
| Operating Margin COMPUTED | -12.2% |
| Occupancy HCRIS | 67.2% |
| Revenue / Bed COMPUTED | $1.6M |
| Net-to-Gross HCRIS | 43.0% |
| Distress Probability ML | 48.7% |
2. Market Context & Competitive Position
MA has 99 Medicare-certified hospitals with a median operating margin of -12.2%. The target's margin of -12.2% places it below the state median. Among 52 size-comparable peers (93-372 beds), the median margin is -8.2%. The target's below-peer margin suggests operational improvement opportunity.
3. RCM Performance Analysis — Comparable Hospitals
Comps selected by bed count (93-372), prioritizing same-state peers. 52 hospitals in the comp set.
| Hospital | State | Beds | Revenue | Margin |
|---|---|---|---|---|
| LAWRENCE GENERAL HOSPITAL (Target) | MA | 186 | $289.3M | -12.2% |
| LAHEY CLINIC HOSPITAL INC. | MA | 345 | $991.1M | -4.2% |
| NEWTON WELLESLEY HOSPITAL | MA | 216 | $624.3M | -4.7% |
| CAPE COD HOSPITAL | MA | 239 | $620.3M | -1.3% |
| BERKSHIRE MEDICAL CENTER | MA | 238 | $522.9M | -12.9% |
| NORTH SHORE MEDICAL CENTER | MA | 268 | $503.5M | -12.9% |
| STEWARD ST. ELIZABETHS MEDICAL | MA | 244 | $428.5M | 0.7% |
| BEVERLY HOSPITAL | MA | 261 | $410.6M | -1.6% |
| SAINT VINCENT HOSPITAL | MA | 232 | $404.2M | 0.2% |
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: $21.3M (736bps margin improvement).
| Lever | Current | Target | EBITDA Impact | Margin | Ramp |
|---|---|---|---|---|---|
| Net Collection Rate | 93.5% | 97.0% | $6.1M | +210bp | 18mo |
| Cost to Collect | 4.5% | 2.5% | $5.8M | +200bp | 12mo |
| Denial Rate Reduction | 12.0% | 6.5% | $5.7M | +198bp | 12mo |
| A/R Days Reduction | 5200.0% | 3800.0% | $3.5M | +122bp | 9mo |
| Clean Claim Rate | 88.0% | 96.0% | $185K | +6bp | 6mo |
5. EBITDA Bridge
| Current EBITDA | $-35.3M |
| + RCM Uplift | +$21.3M |
| Pro Forma EBITDA | $-14.0M |
| Current Margin | -12.2% |
| Pro Forma Margin | -4.8% |
| WC Released (1x) | $11.1M |
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 | $-54.3M | $-19.7M | 0.00x | -100.0% |
| Base (11x exit) | 10.0x | 11.0x | $-54.3M | $-39.3M | 0.00x | -100.0% |
| Bull Case | 9.0x | 11.0x | $-48.8M | $13.3M | 0.00x | -100.0% |
| Bull (12x exit) | 9.0x | 12.0x | $-48.8M | $116K | 0.00x | -100.0% |
| Bear Case | 11.0x | 10.0x | $-59.7M | $-108.6M | 0.00x | -100.0% |
| Bear (11x exit) | 11.0x | 11.0x | $-59.7M | $-138.8M | 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
- 52 hospitals with 93-372 beds
- Same-state prioritization (n=53)
- Comp margins: P25=-18.2% / P50=-8.2% / P75=0.6%
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.