LOWER BUCKS HOSPITAL
1. Target Overview & Investment Thesis
LOWER BUCKS HOSPITAL is a 105-bed under-performing / distressed in BUCKS, PA with $63.6M in net patient revenue and a -14.7% operating margin. The hospital serves a payer mix of 22.4% Medicare, 2.5% Medicaid, and 75.1% commercial.
Thesis: Undervalued. Our ML models identify $4.7M in annual EBITDA improvement potential from RCM optimization across 5 levers, lifting margin from -14.7% to -7.4% (+736bps).
| Net Revenue HCRIS | $63.6M |
| Current EBITDA COMPUTED | $-9.4M |
| Operating Margin COMPUTED | -14.7% |
| Occupancy HCRIS | 24.3% |
| Revenue / Bed COMPUTED | $606K |
| Net-to-Gross HCRIS | 18.6% |
| Distress Probability ML | 53.1% |
2. Market Context & Competitive Position
PA has 225 Medicare-certified hospitals with a median operating margin of -4.4%. The target's margin of -14.7% places it below the state median. Among 101 size-comparable peers (52-210 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 (52-210), prioritizing same-state peers. 101 hospitals in the comp set.
| Hospital | State | Beds | Revenue | Margin |
|---|---|---|---|---|
| LOWER BUCKS HOSPITAL (Target) | PA | 105 | $63.6M | -14.7% |
| ST LUKE HOSPITAL ANDERSON CAMP | PA | 193 | $433.0M | 20.6% |
| 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% |
| EINSTEIN MEDICAL CENTER MONTGO | PA | 175 | $276.3M | 6.9% |
| THE GOOD SAMARITAN HOSPITAL | PA | 145 | $269.5M | -5.0% |
| WILKES-BARRE GENERAL HOSPITAL | PA | 188 | $262.1M | -13.0% |
| UPMC ST MARGARET | PA | 185 | $248.5M | -21.3% |
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: $4.7M (736bps margin improvement).
| Lever | Current | Target | EBITDA Impact | Margin | Ramp |
|---|---|---|---|---|---|
| Net Collection Rate | 93.5% | 97.0% | $1.3M | +210bp | 18mo |
| Cost to Collect | 4.5% | 2.5% | $1.3M | +200bp | 12mo |
| Denial Rate Reduction | 12.0% | 6.5% | $1.3M | +198bp | 12mo |
| A/R Days Reduction | 5200.0% | 3800.0% | $775K | +122bp | 9mo |
| Clean Claim Rate | 88.0% | 96.0% | $41K | +6bp | 6mo |
5. EBITDA Bridge
| Current EBITDA | $-9.4M |
| + RCM Uplift | +$4.7M |
| Pro Forma EBITDA | $-4.7M |
| Current Margin | -14.7% |
| Pro Forma Margin | -7.4% |
| WC Released (1x) | $2.4M |
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 | $-14.4M | $-15.0M | 0.00x | -100.0% |
| Base (11x exit) | 10.0x | 11.0x | $-14.4M | $-21.2M | 0.00x | -100.0% |
| Bull Case | 9.0x | 11.0x | $-13.0M | $-10.4M | 0.00x | -100.0% |
| Bull (12x exit) | 9.0x | 12.0x | $-13.0M | $-15.2M | 0.00x | -100.0% |
| Bear Case | 11.0x | 10.0x | $-15.9M | $-33.7M | 0.00x | -100.0% |
| Bear (11x exit) | 11.0x | 11.0x | $-15.9M | $-42.3M | 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 24.3%, 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 53.1% probability of financial distress. Mitigant: distressed entry pricing (7-9x) compensates for risk |
| 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
- 101 hospitals with 52-210 beds
- Same-state prioritization (n=102)
- Comp margins: P25=-19.1% / P50=-4.1% / P75=7.9%
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.