TJ HEALTH COLUMBIA
1. Target Overview & Investment Thesis
TJ HEALTH COLUMBIA is a 49-bed rural/critical access in ADAIR, KY with $15.4M in net patient revenue and a 3.9% operating margin. The hospital serves a payer mix of 63.4% Medicare, 2.0% Medicaid, and 34.6% commercial.
Thesis: Turnaround. Our ML models identify $1.1M in annual EBITDA improvement potential from RCM optimization across 5 levers, lifting margin from 3.9% to 11.3% (+736bps).
| Net Revenue HCRIS | $15.4M |
| Current EBITDA COMPUTED | $601K |
| Operating Margin COMPUTED | 3.9% |
| Occupancy HCRIS | 6.6% |
| Revenue / Bed COMPUTED | $314K |
| Net-to-Gross HCRIS | 33.7% |
| Distress Probability ML | 60.6% |
2. Market Context & Competitive Position
KY has 114 Medicare-certified hospitals with a median operating margin of -0.6%. The target's margin of 3.9% places it above the state median. Among 68 size-comparable peers (24-98 beds), the median margin is -1.6%. The target performs in line with or above peers.
3. RCM Performance Analysis — Comparable Hospitals
Comps selected by bed count (24-98), prioritizing same-state peers. 68 hospitals in the comp set.
| Hospital | State | Beds | Revenue | Margin |
|---|---|---|---|---|
| TJ HEALTH COLUMBIA (Target) | KY | 49 | $15.4M | 3.9% |
| BAPTIST HEALTH LAGRANGE | KY | 42 | $236.9M | 2.7% |
| CLARK REGIONAL MEDICAL CENTER | KY | 54 | $156.4M | 16.5% |
| BAPTIST HEALTH RICHMOND | KY | 53 | $145.6M | -3.7% |
| GEORGETOWN COMMUNITY HOSPITAL | KY | 75 | $118.5M | 15.1% |
| TAYLOR REGIONAL HOSPITAL | KY | 90 | $109.9M | -6.7% |
| HIGHLANDS REGIONAL MEDICAL CEN | KY | 63 | $96.5M | -32.6% |
| JACKSON PURCHASE MEDICAL CENTE | KY | 95 | $91.1M | -6.8% |
| FLAGET MEMORIAL HOSPITAL | KY | 40 | $86.2M | -0.6% |
4. Predicted Improvement Opportunities
Improvement targets set at P75 of comparable peers with 60% gap closure assumption. Coefficients calibrated to published research bands. Total EBITDA uplift: $1.1M (736bps margin improvement).
| Lever | Current | Target | EBITDA Impact | Margin | Ramp |
|---|---|---|---|---|---|
| Net Collection Rate | 93.5% | 97.0% | $323K | +210bp | 18mo |
| Cost to Collect | 4.5% | 2.5% | $307K | +200bp | 12mo |
| Denial Rate Reduction | 12.0% | 6.5% | $304K | +198bp | 12mo |
| A/R Days Reduction | 5200.0% | 3800.0% | $187K | +122bp | 9mo |
| Clean Claim Rate | 88.0% | 96.0% | $10K | +6bp | 6mo |
5. EBITDA Bridge
| Current EBITDA | $601K |
| + RCM Uplift | +$1.1M |
| Pro Forma EBITDA | $1.7M |
| Current Margin | 3.9% |
| Pro Forma Margin | 11.3% |
| WC Released (1x) | $589K |
6. Returns Analysis — Scenario Matrix
5-year hold, 5.5x leverage, 3% organic growth, 10%/yr debt paydown. Base case uses 100% of predicted RCM uplift. Bull case: 130% uplift at lower entry. Bear case: 50% uplift at higher entry.
| Scenario | Entry | Exit | Equity In | Equity Out | MOIC | IRR |
|---|---|---|---|---|---|---|
| Base Case | 10.0x | 10.0x | $924K | $15.3M | 16.52x | 75.2% |
| Base (11x exit) | 10.0x | 11.0x | $924K | $17.1M | 18.50x | 79.2% |
| Bull Case | 9.0x | 11.0x | $832K | $21.1M | 25.40x | 91.0% |
| Bull (12x exit) | 9.0x | 12.0x | $832K | $23.3M | 28.00x | 94.7% |
| Bear Case | 11.0x | 10.0x | $1.0M | $9.3M | 9.16x | 55.7% |
| Bear (11x exit) | 11.0x | 11.0x | $1.0M | $10.6M | 10.40x | 59.8% |
7. Key Risks & Mitigants
| Severity | Risk Factor | Mitigant |
|---|---|---|
| Medium | Heavy Medicare dependence | Medicare comprises 63.4% of days; rate updates may lag inflation. Mitigant: CDI/CMI lever directly increases Medicare reimbursement |
| Medium | Low occupancy | At 6.6%, fixed costs are spread over fewer patient days. Mitigant: volume growth is an additional upside lever not modeled in base case |
| High | Elevated distress probability | Model estimates 60.6% probability of financial distress. Mitigant: distressed entry pricing (7-9x) compensates for risk |
8. Data Sources & Methodology Appendix
Data Sources
- CMS HCRIS Cost Reports (Medicare-certified hospitals)
- CMS Medicare Utilization (DRG-level volumes)
- CMS Chronic Conditions (county-level disease prevalence)
- HCRIS multi-year trend data (financial time series)
Comparable Selection
- 68 hospitals with 24-98 beds
- Same-state prioritization (n=69)
- Comp margins: P25=-11.0% / P50=-1.6% / P75=10.3%
Bridge Methodology
- Targets: P75 of comparable peers (60% gap closure)
- Denial: avoidable share = 35% of delta × NPR
- AR: bad debt coefficient = $0.65 per day per $1K NPR
- NCR: 60% coefficient on collection rate improvement
- CDI: 0.75% of Medicare revenue per 0.01 CMI point
Returns Assumptions
- Leverage: 5.5x entry (84.6% debt / 15.4% equity)
- Organic growth: 3% annual EBITDA growth
- Debt paydown: 10% of principal per year
- Hold period: 5 years
Generated by SeekingChartis on April 26, 2026. All predictions use public data only. Confidence intervals calibrated via split conformal prediction (90% coverage target). This memo is for informational purposes and does not constitute investment advice.