LAKE CITY COMMUNTY HOSPTIAL
1. Target Overview & Investment Thesis
LAKE CITY COMMUNTY HOSPTIAL is a 26-bed under-performing / distressed in FLORENCE, SC with $4.0M in net patient revenue and a -100.0% operating margin. The hospital serves a payer mix of 31.4% Medicare, 3.5% Medicaid, and 65.1% commercial.
Thesis: Turnaround. Our ML models identify $309K in annual EBITDA improvement potential from RCM optimization across 5 levers, lifting margin from -100.0% to -113.2% (+769bps).
| Net Revenue HCRIS | $4.0M |
| Current EBITDA COMPUTED | $-4.9M |
| Operating Margin COMPUTED | -100.0% |
| Occupancy HCRIS | 13.9% |
| Revenue / Bed COMPUTED | $154K |
| Net-to-Gross HCRIS | 23.0% |
| Distress Probability ML | 57.0% |
2. Market Context & Competitive Position
SC has 85 Medicare-certified hospitals with a median operating margin of 1.3%. The target's margin of -100.0% places it below the state median. Among 31 size-comparable peers (13-52 beds), the median margin is 1.4%. The target's below-peer margin suggests operational improvement opportunity.
3. RCM Performance Analysis — Comparable Hospitals
Comps selected by bed count (13-52), prioritizing same-state peers. 31 hospitals in the comp set.
| Hospital | State | Beds | Revenue | Margin |
|---|---|---|---|---|
| LAKE CITY COMMUNTY HOSPTIAL (Target) | SC | 26 | $4.0M | -100.0% |
| PELHAM MEDICAL CENTER | SC | 48 | $137.2M | 17.1% |
| PH HILLCREST HOSPITAL | SC | 43 | $123.6M | 30.8% |
| ROPER ST. FRANCIS HOSPITAL-BER | SC | 46 | $119.0M | 13.0% |
| PH LAURENS COUNTY HOSPITAL | SC | 41 | $109.4M | 13.5% |
| COASTAL CAROLINA MEDICAL CENTE | SC | 41 | $94.8M | 24.9% |
| CHEROKEE MEDICAL CENTER | SC | 25 | $61.2M | 8.3% |
| NEWBERRY COUNTY MEMORIAL HOSPI | SC | 48 | $56.8M | -5.9% |
| MUSC HEALTH CHESTER MEDICAL CE | SC | 16 | $56.5M | -18.1% |
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: $309K (769bps margin improvement).
| Lever | Current | Target | EBITDA Impact | Margin | Ramp |
|---|---|---|---|---|---|
| Denial Rate Reduction | 12.0% | 6.5% | $86K | +213bp | 12mo |
| Net Collection Rate | 93.5% | 97.0% | $84K | +210bp | 18mo |
| Cost to Collect | 4.5% | 2.5% | $80K | +200bp | 12mo |
| A/R Days Reduction | 5200.0% | 3800.0% | $49K | +122bp | 9mo |
| Clean Claim Rate | 88.0% | 96.0% | $10K | +24bp | 6mo |
5. EBITDA Bridge
| Current EBITDA | $-4.9M |
| + RCM Uplift | +$309K |
| Pro Forma EBITDA | $-4.5M |
| Current Margin | -100.0% |
| Pro Forma Margin | -113.2% |
| WC Released (1x) | $154K |
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 | $-7.5M | $-28.9M | 0.00x | -100.0% |
| Base (11x exit) | 10.0x | 11.0x | $-7.5M | $-34.2M | 0.00x | -100.0% |
| Bull Case | 9.0x | 11.0x | $-6.7M | $-35.6M | 0.00x | -100.0% |
| Bull (12x exit) | 9.0x | 12.0x | $-6.7M | $-40.9M | 0.00x | -100.0% |
| Bear Case | 11.0x | 10.0x | $-8.2M | $-28.0M | 0.00x | -100.0% |
| Bear (11x exit) | 11.0x | 11.0x | $-8.2M | $-33.5M | 0.00x | -100.0% |
7. Key Risks & Mitigants
| Severity | Risk Factor | Mitigant |
|---|---|---|
| High | Negative operating margin | RCM uplift bridge shows clear path to profitability; working capital release provides near-term cash cushion |
| Medium | Low occupancy | At 13.9%, 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 57.0% 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
- 31 hospitals with 13-52 beds
- Same-state prioritization (n=32)
- Comp margins: P25=-13.0% / P50=1.4% / P75=13.3%
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.