KESSLER INSTITUTE FOR REHABILIATATIO
1. Target Overview & Investment Thesis
KESSLER INSTITUTE FOR REHABILIATATIO is a 336-bed suburban community hospital in ESSEX, NJ with $255.5M in net patient revenue and a 13.2% operating margin. The hospital serves a payer mix of 43.6% Medicare, 1.0% Medicaid, and 55.3% commercial.
Thesis: Platform Growth. Our ML models identify $18.8M in annual EBITDA improvement potential from RCM optimization across 5 levers, lifting margin from 13.2% to 20.5% (+736bps).
| Net Revenue HCRIS | $255.5M |
| Current EBITDA COMPUTED | $33.7M |
| Operating Margin COMPUTED | 13.2% |
| Occupancy HCRIS | 77.9% |
| Revenue / Bed COMPUTED | $760K |
| Net-to-Gross HCRIS | 36.9% |
| Distress Probability ML | 43.8% |
2. Market Context & Competitive Position
NJ has 95 Medicare-certified hospitals with a median operating margin of -3.9%. The target's margin of 13.2% places it above the state median. Among 44 size-comparable peers (168-672 beds), the median margin is -3.5%. The target performs in line with or above peers.
3. RCM Performance Analysis — Comparable Hospitals
Comps selected by bed count (168-672), prioritizing same-state peers. 44 hospitals in the comp set.
| Hospital | State | Beds | Revenue | Margin |
|---|---|---|---|---|
| KESSLER INSTITUTE FOR REHABILI (Target) | NJ | 336 | $255.5M | 13.2% |
| COOPER UNIVERSITY HOSPITAL | NJ | 580 | $1.43B | 2.0% |
| ROBERT WOOD JOHNSON UNIVERSITY | NJ | 639 | $1.41B | -4.0% |
| JERSEY SHORE UNIVERSITY MED CT | NJ | 604 | $1.17B | 8.4% |
| COOPERMAN BARNABAS MEDICAL CEN | NJ | 554 | $1.07B | -4.3% |
| ENGLEWOOD HOSPITAL & MED CTR | NJ | 292 | $967.3M | 0.1% |
| WEST JERSEY HEALTH SYSTEM | NJ | 587 | $958.4M | 7.1% |
| THE VALLEY HOSPITAL | NJ | 385 | $951.8M | 17.5% |
| OVERLOOK MEDICAL CENTER | NJ | 440 | $880.2M | 8.9% |
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: $18.8M (736bps margin improvement).
| Lever | Current | Target | EBITDA Impact | Margin | Ramp |
|---|---|---|---|---|---|
| Net Collection Rate | 93.5% | 97.0% | $5.4M | +210bp | 18mo |
| Cost to Collect | 4.5% | 2.5% | $5.1M | +200bp | 12mo |
| Denial Rate Reduction | 12.0% | 6.5% | $5.1M | +198bp | 12mo |
| A/R Days Reduction | 5200.0% | 3800.0% | $3.1M | +122bp | 9mo |
| Clean Claim Rate | 88.0% | 96.0% | $164K | +6bp | 6mo |
5. EBITDA Bridge
| Current EBITDA | $33.7M |
| + RCM Uplift | +$18.8M |
| Pro Forma EBITDA | $52.5M |
| Current Margin | 13.2% |
| Pro Forma Margin | 20.5% |
| WC Released (1x) | $9.8M |
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 | $51.8M | $410.2M | 7.92x | 51.3% |
| Base (11x exit) | 10.0x | 11.0x | $51.8M | $468.1M | 9.03x | 55.3% |
| Bull Case | 9.0x | 11.0x | $46.6M | $547.0M | 11.73x | 63.6% |
| Bull (12x exit) | 9.0x | 12.0x | $46.6M | $610.5M | 13.09x | 67.3% |
| Bear Case | 11.0x | 10.0x | $57.0M | $299.4M | 5.25x | 39.3% |
| Bear (11x exit) | 11.0x | 11.0x | $57.0M | $347.8M | 6.10x | 43.6% |
7. Key Risks & Mitigants
| Severity | Risk Factor | Mitigant |
|---|---|---|
| Medium | Standard execution risk | RCM improvement requires management buy-in and 12-18 month implementation timeline |
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
- 44 hospitals with 168-672 beds
- Same-state prioritization (n=45)
- Comp margins: P25=-11.1% / P50=-3.5% / P75=2.4%
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.