ML Analysis — HARRIS CO PSYCHIATRIC CENTER
CCN 454076 | 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.
44
/ 100 (D)
Financial Health3/25
RCM Upside20/25
Market Position9/20
Demand Defensibility11/15
Operational Efficiency2/15
Entry Multiple: 8.0x – 10.0x
Est. MOIC: 1.9x
Risk Factors:
- Negative operating margin
- Expenses exceed revenue
Catalysts:
- RCM optimization could add 3-5pp margin
- Strong commercial payer base protects revenue
Margin Prediction (Trained Ridge Model)
-8.8%
R²=0.34 | n=4,907 | Grade B | Actual: -50.0%
Ridge regression trained on 4,907 HCRIS hospitals. 90% CI: [-37.0%, 19.6%]. P40 nationally.
| Driver | Value | Effect | Explanation | |
|---|---|---|---|---|
| Revenue/Bed | 108236.839 | -0.2053 | Lower Revenue/Bed decreases predicted margin | |
| Expense/Bed | 267695.664 | +0.1712 | Higher Expense/Bed increases predicted margin | |
| Bed Count | 435.000 | -0.0447 | Higher Bed Count decreases predicted margin | |
| Log(Beds) | 6.075 | +0.0395 | Higher Log(Beds) increases predicted margin | |
| Reimbursement Quality | 0.304 | -0.0296 | Higher Reimbursement Quality decreases predicted m |
Turnaround: 35%Turnaround possible (35%) but uncertain. Margin improvement depends on improving Revenue/Bed.
Under-Performing / Distre
Archetype
42.4%
Distress Risk
$84K
RCM Opportunity
D
Opportunity Grade
-49.8%
Projected Margin
Cluster: Under-Performing / Distressed
Percentile within cluster: P99. Deeply negative margins signal severe distress. Evaluate asset-level acquisition at 4-6x normalized EBITDA.
Nearest Peers
| Hospital | State | Beds |
|---|---|---|
| HOLY FAMILY MEMORIAL INC | WI | 58 |
| MIDDLESBORO ARH | KY | 46 |
| ATRIUM HEALTH NAVICENT BALDWIN | GA | 86 |
| BON SECOURS COMMUNITY HOSPITAL | NY | 98 |
| ADVANCED SPECIALTY HOSP. OF TOLEDO | OH | 40 |
| COMMUNITY HEALTH CENTER BRANCH | MI | 75 |
Distress Analysis
Risk: Elevated
National distress rate: 49.3%
TX distress rate: 42.8%
Model AUC: 0.629
| Factor | Value | Contribution | Direction |
|---|---|---|---|
| Occupancy Rate | 0.781 | -0.237 | ▼ risk |
| Medicaid Day Pct | 0.001 | -0.088 | ▼ risk |
| Revenue Per Bed | 108236.839 | +0.087 | ▲ risk |
| Medicare Day Pct | 0.018 | -0.053 | ▼ risk |
| Beds | 435.000 | +0.038 | ▲ risk |
| Net To Gross Ratio | 0.310 | -0.026 | ▼ risk |
RCM Improvement Opportunity
Total (risk-adjusted): $84K
Current margin: -50.0%
Projected margin: -49.8%
Grade: D
Comps: 90
Gap analysis vs P75 peers with 60% closure assumption. Confidence-weighted by lever implementation difficulty.
| Lever | Current | Benchmark | Gap | Impact | Confidence | Timeline |
|---|---|---|---|---|---|---|
| Occupancy Improvement | 0.781 | 0.793 | 1.3% | $84K | 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 | 28.0 | [25.0, 75.0] | P44 | 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. |