Model-based estimate — not a measured outcome. Outputs derive from peer-reviewed literature and documented methodology. Each component carries independent uncertainty. Column E applies a [THEORETICAL] suppression multiplier; do not present its values as measured reporting ratios.
Choose an evidence tier — each adds exactly one analytical layer
Col B · OIG 2025 — Estimated true annual cost
—
vs. reported · —
$—
—
Total / Departure
$—
Harm / Patient-Day
$—
Annual RN Departures
—
⌗ Reported vs. Externalized Harm
Selected tier minus Column A — the cost the institution generates but doesn't carry
—
Five-Tier Comparison — Total Annual Cost
Replacement cost is identical across tiers; the harm layer grows as capture-rate, elasticity and suppression are applied. Active tier highlighted.
Col A · Reported
Col B · OIG 2025
Col C · OIG 2012
Col D · Aiken
Col E · Suppression
⌗ Cost Component Breakdown
Component
Col A
Col B
Col C
Col D
Col E
RN Replacement
—
—
—
—
—
Vacancy-Period Harm
—
—
—
—
—
Annual Total
—
—
—
—
—
⌗ Calculation Detail
Active tier: —
Annual RN Departures (V)—
Vacancy Patient-Days—
Elasticity / Capture (E)—
Suppression Multiplier (M)—
Replacement Cost—
Harm Cost (selected)—
⌗ National Scale
HRSA 2028 projected 3,034,360 RN FTE × 17.6% = 534,047 annual departures. Harm only.
Col A
—
Reported
Col B
—
OIG 2025
Col C
—
OIG 2012
Col D
—
+ Aiken
Col E
—
+ Suppress
⌗ Economic Context
National harm as a share of US healthcare spend ($4.9T · CMS 2025) and US GDP ($29.3T · IMF 2025).
% of US Healthcare Spend ($4.9T)
Col A
—
Col B
—
Col C
—
Col D
—
Col E
—
% of US GDP ($29.3T)
Col A
—
Col B
—
Col C
—
Col D
—
Col E
—
Cost Externalization · Where the money actually goes
The Col B–Col A delta is harm the institution generates but doesn't pay for.
Column A reflects what's on the books: replacement labor plus the narrow slice of events that get documented (E = 0.029). Column B estimates true societal harm using the OIG-confirmed 35% capture rate. The gap between them isn't absorbed by the institution that created it — it's externalized to three parties who had no role in creating it.
Patients & Families
Uncompensated pain, out-of-pocket recovery costs, permanent disability, and caregiver burden absorbed at home — none of it on the hospital's event ledger.
Private Payers
Commercial insurers pay downstream complication claims — HAIs, readmissions, repeat procedures — with no attribution to the originating staffing gap.
Taxpayers
Medicare and Medicaid absorb preventable complication costs. HAC penalties recover a fraction; the rest is socialized through public spending.
Master Formula
PHC = V × D × PPD × E × C_event [× E_elast] [× M_suppress]
Col A · Reported: E = 0.029 — no OIG correction · no M
Col B · OIG 2025: E = 0.0829 (= 0.029 ÷ 0.35) · no M
Col C · OIG 2012: E = 0.2071 (= 0.029 ÷ 0.14) · no M
Col D · Aiken: (harm_B … harm_C) × 1.07 elasticity · no M
Col E · Suppression: low = Col D (1.0×) … high = Col D-high × M_suppress [THEORETICAL]
Col D band: low = OIG 2025 (÷0.35) × Aiken, high = OIG 2012 (÷0.14) × Aiken. Col E band: low = Col D floor (no suppression), high = Col D-high × ownership M_suppress.
Col A · Reported: E = 0.029 — no OIG correction · no M
Col B · OIG 2025: E = 0.0829 (= 0.029 ÷ 0.35) · no M
Col C · OIG 2012: E = 0.2071 (= 0.029 ÷ 0.14) · no M
Col D · Aiken: (harm_B … harm_C) × 1.07 elasticity · no M
Col E · Suppression: low = Col D (1.0×) … high = Col D-high × M_suppress [THEORETICAL]
Col D band: low = OIG 2025 (÷0.35) × Aiken, high = OIG 2012 (÷0.14) × Aiken. Col E band: low = Col D floor (no suppression), high = Col D-high × ownership M_suppress.
- Annual Departures (V) = FTE × (turnover ÷ 100). NSI 2026 national average: 17.6%.
- Vacancy Patient-Days = V × D × PPD. Each vacancy generates D days of understaffing exposure with PPD patients absorbed per day. Defaults: 78 days, 0.5 pts/RN.
- Base NSE rate (E_base = 0.029). Murphy 2021 base 0.029/patient-day, adjusted by Griffiths 2019 aHR 1.03 per day below ward mean. VERIFY Irish cohort; US generalizability uncertain.
- OIG capture-rate correction — Cols B & C only. Fixes a measurement problem in the observation instrument (how many events were counted vs. occurred). B = ÷0.35 (OIG 2025); C = ÷0.14 (OIG 2012). Applied to event count, never to per-event cost.
- Staffing elasticity (E_elast = 1.07) — Cols D & E only. Aiken 2002 OR 1.07 per additional patient/nurse. An independent causal mechanism, kept in a separate variable from the OIG fix. Applied once, not compounded daily.
- Suppression multiplier (M_suppress) — Col E only, shown as a band. Its low end is the no-suppression floor (= Col D low, 1.0×); its high end is Col D-high × M_suppress for the selected ownership (NP / Public / Academic 1.0× · For-profit chain 2.5× · PE 4.3×). For nonprofit, Col E = Col D. CMDS Mechanism 7 predicts ownership-correlated reporting suppression; directionally supported by Kannan 2023 (PE acquisition: +25.4% HAC). THEORETICAL — values are constructs, not measured ratios.
- Replacement cost ($60,090). NSI 2026. Identical across all five tiers — measured regardless of reporting status or ownership.
Architectural rule (Spec §4): the OIG correction (denominator fix) and the elasticity (causal mechanism) must never share a variable. Cols B/C apply the OIG fix only (B = ÷0.35 low-side, C = ÷0.14 high-side); Col D applies Aiken 1.07× across that capture range as a low–high band; Col E carries that band from a no-suppression floor (1.0×) up to the selected ownership's suppression ceiling.
Griffiths Sensitivity Ceiling · Non-Primary (Spec §5B)
METHODOLOGICALLY AGGRESSIVENot primary output, and never shown in the Results tab. This is the theoretical upper bound if the Griffiths 2019 daily hazard (aHR 1.03/day) is compounded across the full vacancy — 1.03 78 = 10.03×. The hazard ratio is [VERIFIED]; the compound application to a multi-week vacancy is an author extrapolation, not a Griffiths finding. The primary model uses Aiken 1.07× instead.
D-ceiling · per vacancy (OIG 2025 × Griffiths)—
E-PE ceiling · per vacancy (× 4.3 suppression)—
D-ceiling · national (534,047 dep.)—
E-PE ceiling · national—
The Three Anchor Studies
| Study | Design | Finding | Application |
|---|---|---|---|
| Griffiths 2019BMJ Qual Saf · PMC6716358 | Longitudinal; N=138,133; NHS England | aHR 1.03 / day | Base daily elasticity (Col A) |
| Aiken 2002JAMA 288:1987 · PMID 12387650 | Cross-sectional; 168 hospitals; PA | OR 1.07 / pt | Elasticity factor (Cols D, E) |
| Needleman 2011NEJM 364:1037 · PMID 21410372 | Shift-level; N=197,961 admissions | 2–9% mortality | Range validation |
Nine Nursing-Sensitive Events · Per-Event Cost (2025 dollars)
| Event | 2017 Base | 2025 Adj. | Exc. Mort. | LOS+ | Weight | Status |
|---|---|---|---|---|---|---|
| CLABSICentral line BSI · PSI 07 | $48,108 | $61,145 | 0.150 | 10.4d | 7.3% | BENCH |
| HAPI Stage 3–4Pressure injury · PSI 03 | $14,506 | $18,437 | 0.068 | 4.0d | 31.8% | BENCH |
| VTEVenous thromboembolism · PSI 12 | $17,367 | $22,073 | 0.031 | 3.6d | 18.2% | BENCH |
| CAUTICatheter-associated UTI · HAI | $13,793 | $17,531 | 0.014 | 2.4d | 20.0% | BENCH |
| Falls with InjuryJCC 2019 avg · AHRQ ~$6,694 all-falls | $14,056 | $17,865 | 0.026 | 6.3d | 7.3% | BENCH |
| HAPHospital-acquired pneumonia · PSI 11 | $40,144 | $51,023 | 0.118 | 7.9d | 6.4% | BENCH |
| IHCA / Failure to RescueDamluji 2018 · $35,808 (2012$) anchor | $35,808 | $45,000 | 0.764 | varies | 2.7% | DERIVED |
| ADE / Med ErrorAdverse drug event · AHRQ 2017 | $5,746 | $7,303 | 0.012 | 2.2d | 3.6% | BENCH |
| DeliriumLeslie 2008 · $16,303–$64,421 (2005$) | $35,000* | $35,000 | elev. | 2.5–10.4d | 2.7% | DERIVED |
| C_event · Weighted Average | — | $24,826 | — | — | 100% | DERIVED |
2017 AHRQ base costs adjusted to 2025 dollars at +27.1% (CMS FY2025 IPPS Final Rule Hospital Market Basket Index). IHCA and Delirium use conservative fixed 2025$ anchors ($45,000; $35,000) rather than inflating their base figures. C_event is a locked [DERIVED] constant per Spec §3.
M_suppress by Ownership Type · Column E only
| Ownership Type | Est. Reporting Rate | M_suppress | Status |
|---|---|---|---|
| Private equity ownedContractual non-disclosure; cost extraction | 10–14% | 4.3× | THEORETICAL |
| For-profit corporate chainMargin pressure; risk-management protocols | 14–18% | 2.5× | THEORETICAL |
| Nonprofit, non-academicReputational protection; TJC risk mgmt | 16–20% | 1.0× | BENCHMARK |
| Nonprofit academic / publicResearch mission; stronger oversight | 20–28% | 1.0× | BENCHMARK |
| Safety net / public / CAHRegulatory scrutiny; union presence | 20–28% | 1.0× | BENCHMARK |
M_suppress values are model-constructed coefficients anchored to OIG OEI-06-09-00091 and directionally supported by Kannan 2023 (PMC10751598: +25.4% HAC, +27.3% falls, +37.7% CLABSI post-PE acquisition). Kannan 2023 is VERIFIED; M_suppress values are THEORETICAL. Column E outputs must be labeled THEORETICAL in all displays. PE-owned beds are ~5–10% of the market; Col E is a governance-scenario ceiling, not a full-market projection.
⌗ Cost of a Single Departure
One vacancy at your current duration (78 days) and patient load (0.5 pts/RN). The nurse profile scales replacement cost (NSI 2026 $60,090 baseline × specialty × experience × scenario). Harm columns use the same five-tier model; Cols D & E show the OIG low–high band.
Nurse-Adjusted Replacement Cost · $60,090 × specialty × experience × scenario$60,090
Component
Col A
Col B
Col C
Col D
Col E
Harm
—
—
—
—
—
Total / Departure
—
—
—
—
—
Primary Sources · Evidence Disclosure
| NSI 2026$60,090/departure; 17.6% turnover; 78 days; 527 hospitals; 40 states; 262,405 RNs | BENCHMARKCOI: for-profit vendor; not peer-reviewed |
| AHRQ 2017HAC per-event costs; adjusted +27.1% CMS FY2025 MBI → 2025$ | BENCHMARK |
| OIG 2025 · OEI-06-18-0040135% confirmed capture rate — Col B denominator | VERIFIED |
| OIG 2012 · OEI-06-09-0009186% of events not reported; 14% capture — Col C denominator | VERIFIED |
| Aiken 2002 · JAMA 288:1987OR 1.07 per additional patient/nurse — Col D elasticity | VERIFIED |
| Griffiths 2019 · BMJ Qual SafaHR 1.03/day — base-rate adj. & sensitivity ceiling (1.03^78, §5B, non-primary); PMC6716358 | VERIFIED |
| Murphy 2021 · J Adv Nurs0.029 base NSE/patient-day; Irish cohort | VERIFY |
| Damluji 2018 · Circ Arrhythm EPIHCA $35,808/event (2012$); PHC uses $45,000 2025$ anchor | VERIFIED |
| Leslie 2008 · Arch Intern MedDelirium $16,303–$64,421 (2005$); PHC uses $35,000 anchor | VERIFIED |
| Kannan 2023 · JAMA Health ForumPE acquisition: +25.4% HAC, +27.3% falls, +37.7% CLABSI; PMC10751598 | VERIFIED |
| Spetz 2004 · J Nurs AdmAB 394 compliance $700K–$800K/hospital/yr | VERIFIED |
| BLS May 20243,391,000 employed RNs; median wage $93,600 | VERIFIED |
| HRSA 20252028 projected 3,034,360 RN FTE → 534,047 departures | BENCHMARK |
| JCC 2019 / Haines 2013Falls-with-injury avg $14,056 (pre-inflation); replaces AHRQ range midpoint | BENCHMARK |
| CMDS · Torrez 2026Suppression framework; doi:10.5281/zenodo.18985075 | THEORETICAL |
Evidence Disclosure · PHC v3.4
Five-tier architecture per the PHC Source-of-Truth Specification v1.3. Replacement & workforce: NSI 2026 [BENCHMARK]; BLS 2024 / HRSA 2025. Elasticity: Griffiths 2019, Aiken 2002, Needleman 2011 [VERIFIED]. Capture rates: OIG 2025 (35%) / OIG 2012 (14%) [VERIFIED]. C_event $24,826: 9-event composite (AHRQ 2017 + JCC 2019/Haines 2013 falls), normalized weights (110%->100%), +27.1% to 2025$ [DERIVED]. Cols D & E shown as a low–high band spanning the OIG 35%→14% capture range, each × Aiken 1.07 (primary elasticity). Griffiths daily-compound (1.03^78 = 10.03×) is a non-primary sensitivity ceiling [METHODOLOGICALLY AGGRESSIVE], shown only in Methodology §5B — never in primary output. Suppression: CMDS (Torrez 2026); Kannan 2023 [THEORETICAL].
Column E is a theoretical governance scenario; multiplier values are not measured reporting ratios. For litigation use, verify all component sources against primary documents before submission. Not legal or medical advice.
© 2026 Jennifer Torrez / PRISMqd. CC-BY 4.0. Cite as: Torrez J. (2026). Patient Harm Cost Calculator v3.4. PRISMqd Research Division.