LOVELACE REHABILITATION HOSPITAL
1. Target Overview & Investment Thesis
LOVELACE REHABILITATION HOSPITAL is a 58-bed suburban community hospital in BERNALILLO, NM with $54.8M in net patient revenue and a 22.0% operating margin. The hospital serves a payer mix of 24.5% Medicare, 1.0% Medicaid, and 74.6% commercial.
Thesis: Turnaround. Our ML models identify $4.0M in annual EBITDA improvement potential from RCM optimization across 5 levers, lifting margin from 22.0% to 29.3% (+736bps).
| Net Revenue HCRIS | $54.8M |
| Current EBITDA COMPUTED | $12.0M |
| Operating Margin COMPUTED | 22.0% |
| Occupancy HCRIS | 84.7% |
| Revenue / Bed COMPUTED | $945K |
| Net-to-Gross HCRIS | 25.8% |
| Distress Probability ML | 39.1% |
2. Market Context & Competitive Position
NM has 55 Medicare-certified hospitals with a median operating margin of -2.7%. The target's margin of 22.0% places it above the state median. Among 22 size-comparable peers (29-116 beds), the median margin is 1.5%. The target performs in line with or above peers.
3. RCM Performance Analysis — Comparable Hospitals
Comps selected by bed count (29-116), prioritizing same-state peers. 22 hospitals in the comp set.
| Hospital | State | Beds | Revenue | Margin |
|---|---|---|---|---|
| LOVELACE REHABILITATION HOSPIT (Target) | NM | 58 | $54.8M | 22.0% |
| GERALD CHAMPION REGIONAL MEDIC | NM | 66 | $245.9M | -11.6% |
| PLAINS REGIONAL MEDICAL CTR - | NM | 100 | $113.3M | -1.4% |
| UNM SANDOVAL REGIONAL MEDICAL | NM | 60 | $104.5M | -11.9% |
| CARLSBAD MEDICAL CENTER | NM | 53 | $97.1M | 19.9% |
| SANTA FE MEDICAL CENTER | NM | 36 | $95.0M | -26.5% |
| ESPANOLA HOSPITAL | NM | 70 | $84.1M | -2.3% |
| LOVELACE WESTSIDE HOSPITAL | NM | 92 | $65.1M | 8.9% |
| LOS ALAMOS MEDICAL CENTER | NM | 47 | $54.2M | 5.0% |
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: $4.0M (736bps margin improvement).
| Lever | Current | Target | EBITDA Impact | Margin | Ramp |
|---|---|---|---|---|---|
| Net Collection Rate | 93.5% | 97.0% | $1.2M | +210bp | 18mo |
| Cost to Collect | 4.5% | 2.5% | $1.1M | +200bp | 12mo |
| Denial Rate Reduction | 12.0% | 6.5% | $1.1M | +198bp | 12mo |
| A/R Days Reduction | 5200.0% | 3800.0% | $667K | +122bp | 9mo |
| Clean Claim Rate | 88.0% | 96.0% | $35K | +6bp | 6mo |
5. EBITDA Bridge
| Current EBITDA | $12.0M |
| + RCM Uplift | +$4.0M |
| Pro Forma EBITDA | $16.1M |
| Current Margin | 22.0% |
| Pro Forma Margin | 29.3% |
| WC Released (1x) | $2.1M |
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 | $18.5M | $119.8M | 6.47x | 45.3% |
| Base (11x exit) | 10.0x | 11.0x | $18.5M | $137.8M | 7.44x | 49.4% |
| Bull Case | 9.0x | 11.0x | $16.7M | $157.1M | 9.42x | 56.6% |
| Bull (12x exit) | 9.0x | 12.0x | $16.7M | $176.3M | 10.58x | 60.3% |
| Bear Case | 11.0x | 10.0x | $20.4M | $93.6M | 4.59x | 35.6% |
| Bear (11x exit) | 11.0x | 11.0x | $20.4M | $109.6M | 5.38x | 40.0% |
7. Key Risks & Mitigants
| Severity | Risk Factor | Mitigant |
|---|---|---|
| Medium | Standard execution risk | RCM improvement requires management buy-in and 12-18 month implementation timeline |
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
- 22 hospitals with 29-116 beds
- Same-state prioritization (n=23)
- Comp margins: P25=-15.6% / P50=1.5% / P75=8.8%
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.