ROCK PRAIRIE BEHAVIORAL HEALTH
1. Target Overview & Investment Thesis
ROCK PRAIRIE BEHAVIORAL HEALTH is a 72-bed safety-net/medicaid heavy in BRAZOS, TX with $4.4M in net patient revenue and a -37.8% operating margin. The hospital serves a payer mix of 11.5% Medicare, 59.1% Medicaid, and 29.4% commercial.
Thesis: Turnaround. Our ML models identify $335K in annual EBITDA improvement potential from RCM optimization across 5 levers, lifting margin from -37.8% to -30.2% (+765bps).
| Net Revenue HCRIS | $4.4M |
| Current EBITDA COMPUTED | $-1.7M |
| Operating Margin COMPUTED | -37.8% |
| Occupancy HCRIS | 55.8% |
| Revenue / Bed COMPUTED | $61K |
| Net-to-Gross HCRIS | 29.3% |
| Distress Probability ML | 61.2% |
2. Market Context & Competitive Position
TX has 583 Medicare-certified hospitals with a median operating margin of -0.7%. The target's margin of -37.8% places it below the state median. Among 219 size-comparable peers (36-144 beds), the median margin is 1.1%. The target's below-peer margin suggests operational improvement opportunity.
3. RCM Performance Analysis — Comparable Hospitals
Comps selected by bed count (36-144), prioritizing same-state peers. 219 hospitals in the comp set.
| Hospital | State | Beds | Revenue | Margin |
|---|---|---|---|---|
| ROCK PRAIRIE BEHAVIORAL HEALTH (Target) | TX | 72 | $4.4M | -37.8% |
| THE HEART HOSPITAL BAYLOR PLAN | TX | 109 | $464.6M | 25.7% |
| COLLEGE STATION HOSPITAL | TX | 135 | $397.7M | -0.9% |
| DECATUR COMMUNITY HOSPITAL | TX | 81 | $361.0M | -15.5% |
| WISE HEALTH SYSTEM - PARKWAY | TX | 36 | $361.0M | -15.5% |
| CHILDRENS MEDICAL CENTER OF PL | TX | 72 | $336.7M | 20.9% |
| BAYLOR SW MEDICAL CENTER- WAXA | TX | 123 | $273.6M | 15.9% |
| BAYLOR HEART AND VASCULAR HOSP | TX | 53 | $255.0M | 30.0% |
| TEXAS ORTHOPEDIC HOSPITA | TX | 42 | $237.8M | 46.3% |
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: $335K (765bps margin improvement).
| Lever | Current | Target | EBITDA Impact | Margin | Ramp |
|---|---|---|---|---|---|
| Denial Rate Reduction | 12.0% | 6.5% | $93K | +211bp | 12mo |
| Net Collection Rate | 93.5% | 97.0% | $92K | +210bp | 18mo |
| Cost to Collect | 4.5% | 2.5% | $88K | +200bp | 12mo |
| A/R Days Reduction | 5200.0% | 3800.0% | $53K | +122bp | 9mo |
| Clean Claim Rate | 88.0% | 96.0% | $10K | +22bp | 6mo |
5. EBITDA Bridge
| Current EBITDA | $-1.7M |
| + RCM Uplift | +$335K |
| Pro Forma EBITDA | $-1.3M |
| Current Margin | -37.8% |
| Pro Forma Margin | -30.2% |
| WC Released (1x) | $168K |
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 | $-2.5M | $-7.6M | 0.00x | -100.0% |
| Base (11x exit) | 10.0x | 11.0x | $-2.5M | $-9.2M | 0.00x | -100.0% |
| Bull Case | 9.0x | 11.0x | $-2.3M | $-8.9M | 0.00x | -100.0% |
| Bull (12x exit) | 9.0x | 12.0x | $-2.3M | $-10.4M | 0.00x | -100.0% |
| Bear Case | 11.0x | 10.0x | $-2.8M | $-8.4M | 0.00x | -100.0% |
| Bear (11x exit) | 11.0x | 11.0x | $-2.8M | $-10.2M | 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 | Elevated Medicaid exposure (59.1%) | Medicaid reimburses below cost in most states. Mitigant: denial reduction lever has highest impact on Medicaid claims |
| High | Elevated distress probability | Model estimates 61.2% probability of financial distress. Mitigant: distressed entry pricing (7-9x) compensates for risk |
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
- 219 hospitals with 36-144 beds
- Same-state prioritization (n=220)
- Comp margins: P25=-13.9% / P50=1.1% / P75=11.1%
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.