ML Analysis — DOCTORS NEUROPSYCHIATRIC HOSPITAL
CCN 154058 | Clustering + Distress + RCM Opportunity
🛡️ Public data only — no PHI permitted on this instance.
Investability Score
Hold / Selective — investigate specific opportunities but be prepared for execution risk.
53
/ 100 (C)
Financial Health6/25
RCM Upside20/25
Market Position15/20
Demand Defensibility10/15
Operational Efficiency2/15
Entry Multiple: 8.0x – 10.0x
Est. MOIC: 1.9x
Risk Factors:
- Negative operating margin
- Small facility (<50 beds) — limited scale
- Expenses exceed revenue
Catalysts:
- Strong commercial payer base protects revenue
- Limited competition supports pricing power
Margin Prediction (Trained Ridge Model)
-3.5%
R²=0.34 | n=4,907 | Grade B | Actual: -9.8%
Ridge regression trained on 4,907 HCRIS hospitals. 90% CI: [-31.8%, 24.8%]. P53 nationally.
| Driver | Value | Effect | Explanation | |
|---|---|---|---|---|
| Revenue/Bed | 259868.919 | -0.1842 | Lower Revenue/Bed decreases predicted margin | |
| Expense/Bed | 285328.054 | +0.1690 | Higher Expense/Bed increases predicted margin | |
| State Peer Margin | -0.011 | +0.0255 | Higher State Peer Margin increases predicted margi | |
| Bed Utilization Value | 223981.801 | -0.0215 | Lower Bed Utilization Value decreases predicted ma | |
| Occupancy | 0.862 | +0.0191 | Higher Occupancy increases predicted margin |
Turnaround: 44%Turnaround possible (44%) but uncertain. Margin improvement depends on improving Revenue/Bed.
Suburban Community Hospit
Archetype
41.6%
Distress Risk
$2.8M
RCM Opportunity
A
Opportunity Grade
19.7%
Projected Margin
Cluster: Suburban Community Hospital
Percentile within cluster: P88. Community hospitals — the largest PE deal category. Focus on RCM improvement and cost optimization at 9-11x.
Nearest Peers
| Hospital | State | Beds |
|---|---|---|
| PROMEDICA HICKMAN HOSPITAL | MI | 58 |
| WATAUGA MEDICAL CENTER | NC | 95 |
| ST LUKES HOSPITAL - EASTON CAMPUS | PA | 29 |
| CULPEPER MEMORIAL HOSPITAL | VA | 70 |
| SOUTHSIDE COMMUNITY HOSPITAL | VA | 80 |
| SPECTRUM HEALTH LUDINGTON | MI | 45 |
Distress Analysis
Risk: Elevated
National distress rate: 49.3%
IN distress rate: 42.0%
Model AUC: 0.629
| Factor | Value | Contribution | Direction |
|---|---|---|---|
| Occupancy Rate | 0.862 | -0.313 | ▼ risk |
| Revenue Per Bed | 259868.919 | +0.078 | ▲ risk |
| Medicaid Day Pct | 0.018 | -0.070 | ▼ risk |
| Medicare Day Pct | 0.481 | +0.026 | ▲ risk |
| Net To Gross Ratio | 0.323 | -0.020 | ▼ risk |
| Beds | 37.000 | -0.015 | ▼ risk |
RCM Improvement Opportunity
Total (risk-adjusted): $2.8M
Current margin: -9.8%
Projected margin: 19.7%
Grade: A
Comps: 87
Gap analysis vs P75 peers with 60% closure assumption. Confidence-weighted by lever implementation difficulty.
| Lever | Current | Benchmark | Gap | Impact | Confidence | Timeline |
|---|---|---|---|---|---|---|
| Payer Mix Optimization | 0.501 | 0.684 | 18.3% | $2.7M | 50% | 24mo |
| Net-to-Gross Ratio Improvement | 0.323 | 0.399 | 7.5% | $85K | 65% | 18mo |
Predicted RCM Performance (Public Data Only)
A
RCM Grade
Strong RCM profile — likely low-risk from an operations perspective. Focus diligence on growth thesis.
| Metric | Predicted | 90% CI | Percentile | Assessment |
|---|---|---|---|---|
| Denial Rate | 2.0% | [2.0%, 25.0%] | P0 | Strong — predicted denial rate is in the top third nationall |
| Days in AR | 27.9 | [25.0, 75.0] | P43 | Strong — predicted days in ar is in the top third nationally |
| Clean Claim Rate | 98.0% | [80.0%, 98.0%] | P0 | Strong — predicted clean claim rate is in the top third. |
| Net Collection Rate | 99.5% | [90.0%, 99.5%] | P8 | Strong — predicted net collection rate is in the top third. |