OUR LADY OF THE LAKE ASSUMPTION COM
1. Target Overview & Investment Thesis
OUR LADY OF THE LAKE ASSUMPTION COM is a 15-bed community hospital in nan, LA with $11.7M in net patient revenue and a 24.2% operating margin. The hospital serves a payer mix of 0.0% Medicare, 0.0% Medicaid, and 100.0% commercial.
Thesis: Turnaround. Our ML models identify $866K in annual EBITDA improvement potential from RCM optimization across 5 levers, lifting margin from 24.2% to 31.5% (+739bps).
| Net Revenue HCRIS | $11.7M |
| Current EBITDA COMPUTED | $2.8M |
| Operating Margin COMPUTED | 24.2% |
| Occupancy HCRIS | 0.1% |
| Revenue / Bed COMPUTED | $781K |
| Net-to-Gross HCRIS | 80.7% |
| Distress Probability ML | nan% |
2. Market Context & Competitive Position
LA has 212 Medicare-certified hospitals with a median operating margin of -3.5%. The target's margin of 24.2% places it above the state median. Among 88 size-comparable peers (8-30 beds), the median margin is -1.7%. The target performs in line with or above peers.
3. RCM Performance Analysis — Comparable Hospitals
Comps selected by bed count (8-30), prioritizing same-state peers. 88 hospitals in the comp set.
| Hospital | State | Beds | Revenue | Margin |
|---|---|---|---|---|
| OUR LADY OF THE LAKE ASSUMPTIO (Target) | LA | 15 | $11.7M | 24.2% |
| SPECIALISTS HOSPITAL OF SHREVE | LA | 15 | $79.1M | 21.3% |
| OCHSNER BAYOU LLC | LA | 25 | $76.5M | -0.9% |
| CENTRAL LOUISIANA SURGICAL HOS | LA | 24 | $69.1M | 7.7% |
| ST. CHARLES PARISH HOSPITAL | LA | 27 | $64.0M | -5.1% |
| AVALA | LA | 21 | $64.0M | 7.4% |
| THE SPINE HOSPITAL OF LOUISIAN | LA | 23 | $57.4M | 35.4% |
| PARK PLACE SURGERY CENTER | LA | 10 | $51.6M | 15.4% |
| SURGICAL SPECIALTY CENTER BATO | LA | 16 | $49.8M | 16.9% |
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: $866K (739bps margin improvement).
| Lever | Current | Target | EBITDA Impact | Margin | Ramp |
|---|---|---|---|---|---|
| Net Collection Rate | 93.5% | 97.0% | $246K | +210bp | 18mo |
| Cost to Collect | 4.5% | 2.5% | $234K | +200bp | 12mo |
| Denial Rate Reduction | 12.0% | 6.5% | $234K | +200bp | 12mo |
| A/R Days Reduction | 5200.0% | 3800.0% | $142K | +122bp | 9mo |
| Clean Claim Rate | 88.0% | 96.0% | $10K | +8bp | 6mo |
5. EBITDA Bridge
| Current EBITDA | $2.8M |
| + RCM Uplift | +$866K |
| Pro Forma EBITDA | $3.7M |
| Current Margin | 24.2% |
| Pro Forma Margin | 31.5% |
| WC Released (1x) | $449K |
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 | $4.4M | $27.3M | 6.28x | 44.4% |
| Base (11x exit) | 10.0x | 11.0x | $4.4M | $31.5M | 7.23x | 48.5% |
| Bull Case | 9.0x | 11.0x | $3.9M | $35.7M | 9.12x | 55.6% |
| Bull (12x exit) | 9.0x | 12.0x | $3.9M | $40.1M | 10.25x | 59.3% |
| Bear Case | 11.0x | 10.0x | $4.8M | $21.6M | 4.51x | 35.1% |
| Bear (11x exit) | 11.0x | 11.0x | $4.8M | $25.3M | 5.28x | 39.5% |
7. Key Risks & Mitigants
| Severity | Risk Factor | Mitigant |
|---|---|---|
| Medium | Low occupancy | At 0.1%, 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
- 88 hospitals with 8-30 beds
- Same-state prioritization (n=90)
- Comp margins: P25=-14.3% / P50=-1.7% / P75=7.6%
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.