ML Analysis — RENOWN SOUTH MEADOWS MED CTR
CCN 290049 | 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 Health12/25
RCM Upside14/25
Market Position11/20
Demand Defensibility11/15
Operational Efficiency5/15
Entry Multiple: 8.0x – 10.0x
Est. MOIC: 1.9x
Risk Factors:
Catalysts:
- Strong commercial payer base protects revenue
Margin Prediction (Trained Ridge Model)
0.0%
R²=0.34 | n=4,907 | Grade B | Actual: 4.0%
Ridge regression trained on 4,907 HCRIS hospitals. 90% CI: [-28.3%, 28.3%]. P62 nationally.
| Driver | Value | Effect | Explanation | |
|---|---|---|---|---|
| Expense/Bed | 1120658.820 | +0.0661 | Higher Expense/Bed increases predicted margin | |
| Revenue/Bed | 1167129.897 | -0.0575 | Lower Revenue/Bed decreases predicted margin | |
| State Peer Margin | 0.004 | +0.0369 | Higher State Peer Margin increases predicted margi | |
| Reimbursement Quality | 0.147 | +0.0157 | Higher Reimbursement Quality increases predicted m | |
| Net-to-Gross | 0.259 | -0.0123 | Lower Net-to-Gross decreases predicted margin |
Suburban Community Hospit
Archetype
45.6%
Distress Risk
$6.8M
RCM Opportunity
C
Opportunity Grade
11.4%
Projected Margin
Cluster: Suburban Community Hospital
Percentile within cluster: P3. 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%
NV distress rate: 37.5%
Model AUC: 0.629
| Factor | Value | Contribution | Direction |
|---|---|---|---|
| Occupancy Rate | 0.621 | -0.089 | ▼ risk |
| Net To Gross Ratio | 0.259 | -0.049 | ▼ risk |
| Medicaid Day Pct | 0.053 | -0.036 | ▼ risk |
| Revenue Per Bed | 1167129.897 | +0.024 | ▲ risk |
| Beds | 78.000 | -0.009 | ▼ risk |
| Medicare Day Pct | 0.381 | +0.009 | ▲ risk |
RCM Improvement Opportunity
Total (risk-adjusted): $6.8M
Current margin: 4.0%
Projected margin: 11.4%
Grade: C
Comps: 17
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 | 0.566 | 0.781 | 21.5% | $3.2M | 50% | 24mo |
| Net-to-Gross Ratio Improvement | 0.259 | 0.536 | 27.7% | $2.9M | 65% | 18mo |
| Occupancy Improvement | 0.621 | 0.712 | 9.1% | $600K | 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 | 26.6 | [25.0, 75.0] | P37 | 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. |