ML Analysis — GROVE HILL MEMORIAL HOSPITAL
CCN 010091 | Clustering + Distress + RCM Opportunity
🛡️ Public data only — no PHI permitted on this instance.
Investability Score
Speculative — only pursue if turnaround thesis is strong and entry multiple reflects risk.
41
/ 100 (D)
Financial Health3/25
RCM Upside18/25
Market Position15/20
Demand Defensibility3/15
Operational Efficiency2/15
Entry Multiple: 8.0x – 10.0x
Est. MOIC: 1.9x
Risk Factors:
- Negative operating margin
- Small facility (<50 beds) — limited scale
- Low occupancy (<30%) — demand risk
- Expenses exceed revenue
Catalysts:
- Strong commercial payer base protects revenue
- Limited competition supports pricing power
Margin Prediction (Trained Ridge Model)
-24.0%
R²=0.34 | n=4,907 | Grade B | Actual: -50.0%
Ridge regression trained on 4,907 HCRIS hospitals. 90% CI: [-52.3%, 4.3%]. P17 nationally.
| Driver | Value | Effect | Explanation | |
|---|---|---|---|---|
| Revenue/Bed | 443917.238 | -0.1585 | Lower Revenue/Bed decreases predicted margin | |
| Expense/Bed | 795529.476 | +0.1061 | Higher Expense/Bed increases predicted margin | |
| Medicaid % | 0.353 | -0.0320 | Higher Medicaid % decreases predicted margin | |
| Log(Beds) | 3.045 | -0.0309 | Lower Log(Beds) decreases predicted margin | |
| State Peer Margin | -0.085 | -0.0292 | Lower State Peer Margin decreases predicted margin |
Turnaround: 16%Low turnaround probability (16%). Structural disadvantages in Revenue/Bed and Expense/Bed.
Safety-Net/Medicaid Heavy
Archetype
62.3%
Distress Risk
$2.2M
RCM Opportunity
A
Opportunity Grade
-26.6%
Projected Margin
Cluster: Safety-Net/Medicaid Heavy
Percentile within cluster: P84. High Medicaid dependence creates reimbursement risk. Assess DSH payments and state expansion status.
Nearest Peers
| Hospital | State | Beds |
|---|---|---|
| WESTERN PEAKS SPECIALTY HOSPITAL | UT | 59 |
| HOSPITAL MENONITA AIBONITO | PR | 129 |
| TOPPENISH COMMUNITY HOSPITAL | WA | 47 |
| MINERAL COMMUNITY HOSPITAL | MT | 25 |
| BANNER UNIVERSITY MED CENTER SOUTH | AZ | 132 |
| NORTH COLORADO MEDICAL CENTER | CO | 202 |
Distress Analysis
Risk: High
National distress rate: 49.3%
AL distress rate: 58.3%
Model AUC: 0.629
| Factor | Value | Contribution | Direction |
|---|---|---|---|
| Occupancy Rate | 0.217 | +0.286 | ▲ risk |
| Medicaid Day Pct | 0.354 | +0.264 | ▲ risk |
| Revenue Per Bed | 443917.238 | +0.067 | ▲ risk |
| Medicare Day Pct | 0.095 | -0.040 | ▼ risk |
| Net To Gross Ratio | 0.299 | -0.031 | ▼ risk |
| Beds | 21.000 | -0.017 | ▼ risk |
RCM Improvement Opportunity
Total (risk-adjusted): $2.2M
Current margin: -50.0%
Projected margin: -26.6%
Grade: A
Comps: 37
Gap analysis vs P75 peers with 60% closure assumption. Confidence-weighted by lever implementation difficulty.
| Lever | Current | Benchmark | Gap | Impact | Confidence | Timeline |
|---|---|---|---|---|---|---|
| Occupancy Improvement | 0.217 | 0.413 | 19.6% | $1.3M | 55% | 24mo |
| Payer Mix Optimization | 0.552 | 0.598 | 4.6% | $694K | 50% | 24mo |
| Net-to-Gross Ratio Improvement | 0.299 | 0.479 | 18.0% | $197K | 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 | 39.6 | [25.0, 75.0] | P82 | Average — predicted days in ar is near the median. |
| Clean Claim Rate | 98.0% | [80.0%, 98.0%] | P0 | Strong — predicted clean claim rate is in the top third. |
| Net Collection Rate | 97.8% | [90.0%, 99.5%] | P0 | Average — predicted net collection rate is near the median. |