ML Analysis — MEDINA HOSPITAL
CCN 360091 | 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.
60
/ 100 (C)
Financial Health16/25
RCM Upside10/25
Market Position15/20
Demand Defensibility12/15
Operational Efficiency7/15
Entry Multiple: 9.5x – 11.5x
Est. MOIC: 2.3x
Risk Factors:
Catalysts:
- Strong commercial payer base protects revenue
- Limited competition supports pricing power
Margin Prediction (Trained Ridge Model)
0.5%
R²=0.34 | n=4,907 | Grade B | Actual: 9.7%
Ridge regression trained on 4,907 HCRIS hospitals. 90% CI: [-27.8%, 28.8%]. P64 nationally.
| Driver | Value | Effect | Explanation | |
|---|---|---|---|---|
| Expense/Bed | 1014884.405 | +0.0791 | Higher Expense/Bed increases predicted margin | |
| Revenue/Bed | 1124260.534 | -0.0635 | Lower Revenue/Bed decreases predicted margin | |
| State Peer Margin | -0.004 | +0.0313 | Higher State Peer Margin increases predicted margi | |
| Log(Beds) | 4.997 | +0.0145 | Higher Log(Beds) increases predicted margin | |
| Medicaid % | 0.013 | +0.0091 | Higher Medicaid % increases predicted margin |
Suburban Community Hospit
Archetype
44.8%
Distress Risk
$2.6M
RCM Opportunity
D
Opportunity Grade
11.3%
Projected Margin
Cluster: Suburban Community Hospital
Percentile within cluster: P15. 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%
OH distress rate: 37.3%
Model AUC: 0.629
| Factor | Value | Contribution | Direction |
|---|---|---|---|
| Occupancy Rate | 0.625 | -0.093 | ▼ risk |
| Medicaid Day Pct | 0.013 | -0.075 | ▼ risk |
| Net To Gross Ratio | 0.288 | -0.036 | ▼ risk |
| Revenue Per Bed | 1124260.534 | +0.027 | ▲ risk |
| Medicare Day Pct | 0.308 | -0.003 | ▼ risk |
| Beds | 148.000 | -0.000 | ▼ risk |
RCM Improvement Opportunity
Total (risk-adjusted): $2.6M
Current margin: 9.7%
Projected margin: 11.3%
Grade: D
Comps: 89
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 | 0.678 | 0.757 | 7.9% | $1.2M | 50% | 24mo |
| Net-to-Gross Ratio Improvement | 0.288 | 0.334 | 4.7% | $914K | 65% | 18mo |
| Occupancy Improvement | 0.625 | 0.695 | 7.0% | $459K | 55% | 24mo |
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 | 25.0 | [25.0, 75.0] | P0 | 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. |