LAYER 3 · FINANCIAL IMPACT

Dollar impact of the shortfall

Layer 3 · Financial Impact

Dollar impact of the shortfall

All Physicians · US Total · Metro. FTE gaps translated into health-system P&L impact, preventable hospitalizations, life-years lost, and macro GDP drag. Every coefficient has a citation — see Methodology. Switch archetype, override assumptions, or swing parameters ±20% to stress-test the model.

Profession:

Health-system archetype

Re-weights unit economics to a specific setting

2035 shortage FTE

-352,720

2035 health-system impact

−$117.8B

2035 preventable admits

14,108,800

2035 GDP drag

−$805.2B

Cumulative 2023–2038

Cumulative revenue loss−$636,572,160,000

Cumulative premium labor−$707,302,400,000

Cumulative turnover cost−$343,546,880,000

Total health-system impact−$1,687,421,440,000

Cumulative preventable hospitalizations−202,086,400 admits

Cumulative life-years lost−7,073,024 yrs

Cumulative GDP drag−$11,533,070,848,000

Sensitivity · 2035 health-system impact

Each parameter swung ±20%. Wider bar = model more sensitive.

Premium labor / FTE

−$107.9B · −$127.7B

Revenue / FTE

−$108.9B · −$126.7B

Operating margin

−$108.9B · −$126.7B

Turnover cost / FTE

−$113.0B · −$122.6B

Turnover rate

−$113.0B · −$122.6B

Green bar = impact shrinks if the parameter falls 20%. Red bar = impact grows if the parameter rises 20%. Rows sorted by total swing magnitude.

Unit economics (editable)

Default values are literature-backed (Kaufman Hall, NSI, AHRQ, Commonwealth Fund). Override any field to stress-test the model live. Changes apply to the KPI cards, cumulative strip, tornado, and state table above.