Reference
Every input number
All 248 raw numbers the site uses, defined once in one file and reused everywhere. "Data" means a published statistic, "policy" a choice the plan makes, and "estimate" our assumption.
Population groups (coverage)
| Input | Value | Kind | Used in |
|---|---|---|---|
U.S. resident population, 50 states + DC, July 2025 (millions) residentPop2025 Sources: U.S. Census Bureau (2026) | 341.78 | datahigh confidence | |
U.S.-born citizens, 2024 (millions, civilian noninstitutionalized) usBornCitizens Sources: KFF (2025) | 281.59 | datahigh confidence | |
Naturalized citizens, 2024 (millions) naturalizedCitizens Sources: KFF (2025) | 25.61 | datahigh confidence | |
Lawful permanent residents, January 2024 (millions) lawfulPermanentResidents Sources: Migration Policy Institute (2026) | 12.8 | datahigh confidence | |
Resident nonimmigrants (work and student visas and families), FY2019 (millions) nonimmigrantResidents Latest DHS estimate is for FY2019. | 3.2 | datamedium confidence | |
Unauthorized immigrants, 2023, Pew (millions) unauthorizedHigh Includes about 6 million people with temporary protections (TPS, pending asylum). Sources: Pew Research Center (2025) | 14 | datamedium confidence | |
Unauthorized immigrants, January 2022, DHS (millions) unauthorizedLow | 11 | datamedium confidence | |
New lawful permanent residents admitted from abroad, FY2024 (millions) newLprArrivals Sources: Migration Policy Institute (2026) | 0.574 | datahigh confidence | |
International visitor arrivals, 2025 (millions) visitorArrivals | 68.3 | datahigh confidence | |
People uninsured all of 2025 (millions) uninsuredToday Sources: U.S. Census Bureau (2026) | 26.7 | datahigh confidence | |
Added uninsured from repealing the mandate, CBO projection for 2027 (millions) mandateRepealUninsured2027 Sources: Congressional Budget Office (2017) | 13 | estimatemedium confidence | |
Active-duty members and families eligible for TRICARE, FY2024 (millions) tricareActiveFamilies Sources: Defense Health Agency (2025) | 2.82 | datahigh confidence | |
Veterans enrolled in VA health care (millions) vaEnrolled | 9.1 | datahigh confidence | |
People served by the Indian Health Service (millions) ihsServed Sources: Indian Health Service (2026) | 2.8 | datahigh confidence | |
People in prisons and jails, yearend 2023 (millions) incarcerated Sources: Bureau of Justice Statistics (2025) | 1.853 | datahigh confidence | |
Puerto Rico population, July 2025 (millions) puertoRicoPop Sources: U.S. Census Bureau (2026) | 3.185 | datahigh confidence | |
Guam, U.S. Virgin Islands, American Samoa, Northern Mariana Islands, 2020 (millions) otherTerritoriesPop Sources: U.S. Census Bureau (2021) | 0.338 | datahigh confidence | |
Health spending per unauthorized immigrant vs per U.S.-born person, 2017 ($1,629 vs $6,088) unauthorizedSpendShare Sources: JAMA Network Open (2020) | 26.8% | datamedium confidence |
Population & economy
| Input | Value | Kind | Used in |
|---|---|---|---|
U.S. population, 2024 (millions, CMS-implied: $5,278.6B ÷ $15,474) population Sources: CMS Office of the Actuary (2025) | 341.1 | datahigh confidence | |
U.S. households, 2024 (millions) households Census CPS ASEC household count. Sources: U.S. Census Bureau (2022) | 132.2 | datahigh confidence | |
Wages & salaries, 2024 wageBase Sources: BEA via FRED (2025) | $12,388B | datahigh confidence | |
Private-industry wages & salaries (Q4 2024 annual rate) privateWages Sources: BEA via FRED (2025) | $10,739B | datahigh confidence | |
Government wages & salaries (Q4 2024 annual rate) governmentWages Sources: BEA via FRED (2025) | $1,887B | datahigh confidence | |
Federal share of government wages (civilian + military) federalShareOfGovWages Sources: BEA via FRED (2025) | 23% | estimatemedium confidence | |
Adjusted gross income, tax year 2022 agi2022 Sources: IRS Statistics of Income (2024) | $15,100B | datahigh confidence | |
AGI growth 2022 → 2024 agiGrowth2022to2024 Roughly nominal wage + capital income growth over two years. | 6% | estimatemedium confidence | |
AGI removed by household exemptions agiExempted Most low-income returns use their full exemption; ~160M returns × an average ~$20k exemption, less unused exemption. | $3,200B | estimatemedium confidence | |
Average annual NHE growth, 2024–2033 (CMS projection) nheGrowth CMS projects ~$8.6T by 2033. Sources: CMS Office of the Actuary (2025) | 5.6% | datahigh confidence | |
Medicare enrollees, 2024 (millions) medicareEnrollees Sources: CMS Office of the Actuary (2025) | 66.6 | datahigh confidence | |
Medicare Advantage enrollees (millions) maEnrollees | 33 | datahigh confidence | |
People with employer coverage, 2024 (millions) esiPeople Sources: CMS Office of the Actuary (2025) | 178.6 | datahigh confidence |
Premiums & cost sharing (2025)
| Input | Value | Kind | Used in |
|---|---|---|---|
Average family premium, employer plan familyPremium Sources: KFF (2025) | $26,993 | datahigh confidence | |
Average single premium, employer plan singlePremium Sources: KFF (2025) | $9,325 | datahigh confidence | |
Worker contribution, family workerFamilyContribution Sources: KFF (2025) | $6,850 | datahigh confidence | |
Worker contribution, single workerSingleContribution Sources: KFF (2025) | $1,440 | datahigh confidence | |
Medicare Part B standard premium, per month partBMonthly Sources: Medicare Trustees (2025) | $185 | datahigh confidence | |
Typical Part D premium, per month partDMonthly | $50 | estimatemedium confidence | |
Typical Medigap Plan G premium, per month medigapMonthly | $200 | estimatemedium confidence | |
ACA out-of-pocket maximum, single oopMaxSingle | $9,200 | datahigh confidence | |
ACA out-of-pocket maximum, family oopMaxFamily | $18,400 | datahigh confidence |
Prices & payment rates
| Input | Value | Kind | Used in |
|---|---|---|---|
Private hospital prices as a multiple of Medicare (RAND, employer plans) randHospitalMultiple Sources: RAND Corporation (2024) | 2.54× | datahigh confidence | |
Private hospital prices vs Medicare, all private (blended) privateHospitalMultiple RAND's 254% is employer plans; Marketplace and other contracts pay less. Sources: RAND Corporation (2024) | 2.2× | estimatemedium confidence | |
Private physician prices vs Medicare privatePhysicianMultiple | 1.4× | estimatemedium confidence | |
Medicaid physician fees vs Medicare medicaidFeeIndex Sources: KFF (2019) | 0.72× | datahigh confidence | |
Medicaid hospital payments vs Medicare (incl. supplemental) medicaidHospitalIndex Sources: MACPAC (2017) | 0.9× | estimatemedium confidence | |
Hospital Medicare fee-for-service margin, 2023 hospitalMedicareMargin | -13% | datahigh confidence | |
Traditional Medicare administrative cost share medicareAdminShare Sources: Medicare Trustees (2025) | 1.4% | datahigh confidence | |
Billing & insurance-related cost share of hospital revenue hospitalBirShare | 8.5% | datahigh confidence | |
Billing & insurance-related cost share of physician revenue physicianBirShare | 13% | datahigh confidence | |
Share of billing costs eliminated under one payer birReduction | 50% | estimatemedium confidence | |
Medicare Advantage payments above FFS-equivalent maOverpayment | 20% | datahigh confidence | |
Brand-name share of retail drug spending brandShareOfRetailRx Sources: RAND Corporation (2024) | 80% | estimatemedium confidence | |
Average brand net price reduction from national negotiation brandPriceCut Sources: CMS (2024); RAND Corporation (2024) | 35% | estimatemedium confidence | |
Medicare FFS improper payment rate, FY2024 improperPaymentRate Sources: CMS (2024) | 7.7% | datahigh confidence |
Plan policy parameters
| Input | Value | Kind | Used in |
|---|---|---|---|
UHP hospital payment rate (× Medicare) hospitalRate | 1.2× | policyhigh confidence | |
UHP physician payment rate, average (× Medicare) physicianRate | 1.12× | policyhigh confidence | |
UHP primary-care rate (× Medicare) primaryCareRate | 1.25× | policyhigh confidence | |
UHP procedural-specialty rate (× Medicare) proceduralRate | 1.05× | policyhigh confidence | |
Rural physician add-on ruralAddOn | 10% | policyhigh confidence | |
UHP administration as a share of benefits uhpAdminRate | 2.5% | policyhigh confidence | |
New residency positions residencySlots Sources: AAMC (2024) | 14,000 | policyhigh confidence | |
Hospital budget quality withhold qualityWithhold | 2% | policyhigh confidence | |
Hospital budget volume corridor (±) volumeCorridor | 3% | policyhigh confidence | |
Physician opt-out commitment optOutYears | 2 years | policyhigh confidence | |
Duplicative-insurance ban before mandatory review duplicativeBanYears | 10 years | policyhigh confidence | |
Wait-guarantee voucher payment (× UHP rate) guaranteeVoucherRate | 1.5× | policyhigh confidence | |
Residency requirement for eligibility (days) residencyDays | 90 | policyhigh confidence | |
Pharmacy dispensing fee per prescription dispensingFee | $10.5 | policyhigh confidence | |
Integrated care organization capitation (share of expected spending) icoDiscount | 97% | policyhigh confidence | |
Maintenance-of-compensation requirement maintenanceOfCompYears | 3 years | policyhigh confidence | |
Provider rate convergence period rateConvergenceYears | 4 years | policyhigh confidence | |
State MOE as share of 2024 Medicaid + buy-in spending stateMoeShare | 100% | policyhigh confidence | |
Spending growth target: GDP per capita growth + … spendingTargetMargin | 0.5% | policyhigh confidence | |
Trust fund contingency reserve (months of benefits) reserveMonths | 2 | policyhigh confidence |
Taxes & revenue
| Input | Value | Kind | Used in |
|---|---|---|---|
Employer health payroll tax rate employerTaxRate | 7.5% | policyhigh confidence | +4 more |
Payroll exempt per employer payrollExemption | $250,000 | policyhigh confidence | +4 more |
Share of total payroll exempted by the $250k exemption smallEmployerExemptShare Sources: U.S. Census Bureau (2022) | 6% | estimatemedium confidence | |
Self-employment earnings exempt from the employer-equivalent tax seThreshold | $50,000 | policyhigh confidence | |
Household income-based premium rate householdPremiumRate | 4% | policyhigh confidence | |
Household exemption: 1 person exemptionSingle | $16,000 | policyhigh confidence | |
Household exemption: 2 people exemptionCouple | $24,000 | policyhigh confidence | |
Household exemption: 3 people exemptionThree | $28,000 | policyhigh confidence | |
Household exemption: 4 people exemptionFour | $32,000 | policyhigh confidence | |
Household exemption: each additional person exemptionPerExtra | $4,000 | policyhigh confidence | |
Surtax rate above $1M AGI surtaxRate | 7% | policyhigh confidence | |
Surtax threshold surtaxThreshold | $1,000,000 | policyhigh confidence | |
AGI above $1M per return, summed incomeAboveMillion Sources: IRS Statistics of Income (2024) | $1,930B | estimatelow confidence | |
Surtax yield lost to avoidance surtaxBehavioral Applied through the conservative income base above. | 0% | estimatelow confidence | |
Capital gains & dividends as ordinary income above $1M capGainsRevenue | $90B | estimatelow confidence | |
Financial transactions tax rate fttRate | 0.1% | policyhigh confidence | |
Financial transactions tax revenue after behavioral response fttRevenue Sources: Congressional Budget Office (2024) | $75B | estimatelow confidence | |
Other: caps on remaining health-benefit deductions deductionCapRevenue | $30B | estimatelow confidence | |
Top ordinary income tax rate topRateOrdinary | 37% | datahigh confidence | |
Top long-term capital gains rate topRateCapGains | 20% | datahigh confidence | |
Employer FICA rate employerFica | 7.65% | datahigh confidence | |
Employee FICA rate employeeFica | 7.65% | datahigh confidence | |
Medicare HI payroll tax (employer + employee) hiRate | 2.9% | datahigh confidence | |
Social Security payroll tax (employer + employee) ssRate | 12.4% | datahigh confidence | |
Average federal income tax rate on newly taxable compensation federalMarginalRate Sources: Congressional Budget Office (2024) | 18% | estimatemedium confidence | |
Average state income tax rate on newly taxable compensation stateMarginalRate | 3.5% | estimatemedium confidence | |
Employer savings passed to wages wagePassThrough | 85% | estimatemedium confidence | |
Federal tax subsidy for employer coverage, 2024 esiTaxExclusion Sources: Congressional Budget Office (2024) | $400B | datamedium confidence | |
State premium taxes paid by health insurers statePremiumTax | $18B | estimatelow confidence | |
Standby prescription copays (if activated) copayStandbyRevenue | $15B | estimatelow confidence | |
Broad VAT revenue per percentage point vatPerPoint Sources: Congressional Budget Office (2024) | $60B | estimatelow confidence | |
CBO single-payer options: change in national health spending, 2030, low end cboSinglePayerNationalLow Sources: Congressional Budget Office (2020) | $-700B | datahigh confidence | |
CBO single-payer options: change in national health spending, 2030, high end cboSinglePayerNationalHigh Sources: Congressional Budget Office (2020) | $300B | datahigh confidence | |
CBO single-payer options: added federal subsidies, 2030, low end cboSinglePayerFederalLow Sources: Congressional Budget Office (2020) | $1,500B | datahigh confidence | |
CBO single-payer options: added federal subsidies, 2030, high end cboSinglePayerFederalHigh Sources: Congressional Budget Office (2020) | $3,000B | datahigh confidence |
Insurer overhead breakdown
| Input | Value | Kind | Used in |
|---|---|---|---|
Private health insurer profit (underwriting + fees) insurerProfit Sources: NAIC (2024) | $42B | estimatelow confidence | |
Broker & agent commissions and marketing brokerCommissions | $32B | estimatelow confidence | |
PBM gross profit (rebates, spread, fees) pbmGrossProfit | $28B | estimatelow confidence | |
Earnings multiple for capitalizing lost profit (low) insurerEquityMultipleLow | 10× | estimatelow confidence | |
Earnings multiple for capitalizing lost profit (high) insurerEquityMultipleHigh | 17× | estimatelow confidence | |
Manufacturer share of retail drug price reductions pharmaManufacturerShare | 75% | estimatelow confidence |
Workforce investment (recurring)
| Input | Value | Kind | Used in |
|---|---|---|---|
Annual cost per residency position residencyCostPerSlot Sources: AAMC (2024) | $150,000 | estimatemedium confidence | |
New nursing faculty positions funded nursingFaculty | 10,000 | policyhigh confidence | |
Annual cost per nursing faculty position nursingFacultyCost | $120,000 | estimatemedium confidence | |
Funded nursing clinical placements per year clinicalPlacements | 60,000 | policyhigh confidence | |
Cost per clinical placement clinicalPlacementCost | $30,000 | estimatemedium confidence | |
Students on tuition-free service scholarships at any time serviceScholars | 32,000 | policyhigh confidence | |
Annual tuition + stipend per service scholar serviceScholarCost | $125,000 | estimatemedium confidence | |
Community health workers funded communityHealthWorkers | 60,000 | policyhigh confidence | |
Annual loaded cost per community health worker chwCost | $48,333 | estimatemedium confidence |
One-time: IT systems
| Input | Value | Kind | Used in |
|---|---|---|---|
Extend & re-platform Medicare shared claims systems (FISS, MCS, CWF) itClaimsExtension Sources: GAO (2014) | $6B | estimatemedium confidence | |
Claims-processing regions (MAC contracts) itMacRegions | 10 | policyhigh confidence | |
Scale-up cost per MAC region itMacScaleUp | $0.4B | estimatemedium confidence | |
Real-time eligibility API & provider portal itEligibilityApi | $1.5B | estimatemedium confidence | |
Hospital global-budget payment & encounter-data system itGlobalBudgetRails | $1.5B | estimatemedium confidence | |
New claim types: dental, vision, hearing, HCBS itNewClaimTypes | $1B | estimatemedium confidence | |
Independent verification, load and parallel testing itVerification | $1B | estimatemedium confidence | |
Cybersecurity, geographic redundancy, offline interim-payment system itSecurity | $2B | estimatemedium confidence | |
Legacy system decommissioning & data migration itDecommission | $1B | estimatemedium confidence |
One-time: agency start-up
| Input | Value | Kind | Used in |
|---|---|---|---|
UHA staff hired ahead of steady-state funding agencyStaff | 40,000 | estimatemedium confidence | |
Loaded annual cost per UHA employee agencyLoadedCost | $110,000 | estimatemedium confidence | |
Average years each hire is funded before steady state agencyPreFundedYears | 1.75 years | estimatemedium confidence | |
Regional offices regionalOffices | 10 | policyhigh confidence | |
Set-up cost per regional office regionalOfficeSetup | $80,000,000 | estimatemedium confidence | |
Rates Board, HTA Institute & Patient Advocacy start-up boardsStartup | $0.5B | estimatemedium confidence |
One-time: enrollment & outreach
| Input | Value | Kind | Used in |
|---|---|---|---|
Cost per health card (production + mailing) cardCost | $3 | estimatemedium confidence | |
Notices mailed per household across waves noticesPerHousehold | 3 | policyhigh confidence | |
Cost per mailed notice noticeCost | $1.5 | estimatemedium confidence | |
Multilingual outreach campaign outreachCampaign | $1.2B | estimatemedium confidence | |
In-person enrollment assisters assisters | 5,000 | policyhigh confidence | |
Loaded annual cost per assister assisterCost | $70,000 | estimatemedium confidence | |
Years assisters are funded assisterYears | 3.4 years | policyhigh confidence |
One-time: hospital transition fund
| Input | Value | Kind | Used in |
|---|---|---|---|
Hospitals with revenue shortfall above 5% under UHP rates hfHospitals Sources: RAND Corporation (2024) | 900 | estimatelow confidence | |
Average annual net patient revenue of those hospitals hfAvgRevenue | $250,000,000 | estimatelow confidence | |
Average shortfall beyond the 5% threshold hfShortfall | 10% | estimatelow confidence | |
Share of shortfall covered, Year 1 hfTaper1 | 75% | policyhigh confidence | |
Share of shortfall covered, Year 2 hfTaper2 | 50% | policyhigh confidence | |
Share of shortfall covered, Year 3 hfTaper3 | 30% | policyhigh confidence | |
Share of shortfall covered, Year 4 hfTaper4 | 15% | policyhigh confidence |
One-time: rural & safety-net capital
| Input | Value | Kind | Used in |
|---|---|---|---|
Rural hospitals at risk of closure rcRuralHospitals | 700 | datamedium confidence | |
Average repair/replacement grant per rural hospital rcRuralCost | $20,000,000 | estimatemedium confidence | |
Federally qualified health center sites upgraded rcFqhcSites | 1,500 | policyhigh confidence | |
Average grant per FQHC site rcFqhcCost | $4,000,000 | estimatemedium confidence |
One-time: capacity expansion
| Input | Value | Kind | Used in |
|---|---|---|---|
New or expanded community health center sites capChcSites | 1,000 | policyhigh confidence | |
Cost per community health center site capChcCost | $8,000,000 | estimatemedium confidence | |
Ambulatory surgery & imaging centers in shortage areas capAscImaging | 400 | policyhigh confidence | |
Cost per surgery/imaging center capAscCost | $25,000,000 | estimatemedium confidence | |
Dental clinics (operatories) added capDental | 2,500 | policyhigh confidence | |
Cost per dental clinic capDentalCost | $2,000,000 | estimatemedium confidence | |
Behavioral-health crisis & residential facilities capBehavioral | 350 | policyhigh confidence | |
Cost per behavioral-health facility capBehavioralCost | $20,000,000 | estimatemedium confidence |
One-time: parallel legacy systems
| Input | Value | Kind | Used in |
|---|---|---|---|
State Medicaid systems run in parallel dsStates | 50 | datahigh confidence | |
Average annual cost per state Medicaid system kept running dsStateAnnual | $40,000,000 | estimatemedium confidence | |
Years run in parallel dsYears | 3 years | policyhigh confidence | |
Annual cost of federal + state exchanges dsMarketplaceAnnual | $1.5B | estimatemedium confidence | |
Medicare legacy systems in parallel dsMedicareLegacy | $1.5B | estimatemedium confidence |
One-time: state Medicaid wind-down
| Input | Value | Kind | Used in |
|---|---|---|---|
State eligibility staff separated or redeployed swStaff | 30,000 | estimatemedium confidence | |
Severance & retraining per staff member swPerStaff | $40,000 | estimatemedium confidence | |
Decommissioning cost per state system swSystemsPerState | $36,000,000 | estimatemedium confidence | |
Data migration to UHA swDataMigration | $1B | estimatemedium confidence |
One-time: formulary & HTA start-up
| Input | Value | Kind | Used in |
|---|---|---|---|
Formulary Board & HTA start-up staff fbStaff | 400 | estimatemedium confidence | |
Loaded annual cost per staff member fbStaffCost | $150,000 | estimatemedium confidence | |
Start-up years before absorption into admin budget fbYears | 4 years | policyhigh confidence | |
Drug assessments contracted during start-up fbAssessments | 500 | policyhigh confidence | |
Cost per contracted assessment fbAssessmentCost | $1,500,000 | estimatemedium confidence | |
International reference-price data & IT fbData | $0.51B | estimatemedium confidence |
One-time: evaluation & wait-time registry
| Input | Value | Kind | Used in |
|---|---|---|---|
National wait-time registry build evRegistry | $0.6B | estimatemedium confidence | |
Patient-experience survey respondents per year evSurveyRespondents | 400,000 | policyhigh confidence | |
Cost per survey response evSurveyCost | $100 | estimatemedium confidence | |
Survey years funded from transition budget evSurveyYears | 5 years | policyhigh confidence | |
Contracted independent evaluations evContracts | $0.6B | estimatemedium confidence | |
Data audits & wait-time measurement validation evDataAudit | $0.6B | estimatemedium confidence |
One-time: litigation
| Input | Value | Kind | Used in |
|---|---|---|---|
DOJ/HHS attorneys assigned lgAttorneys | 300 | estimatemedium confidence | |
Loaded annual cost per attorney lgAttorneyCost | $250,000 | estimatemedium confidence | |
Years of litigation lgYears | 5 years | estimatemedium confidence | |
Outside experts & expert witnesses lgExperts | $0.3B | estimatemedium confidence | |
Court of Federal Claims §1498 proceedings lgClaimsCourt | $0.325B | estimatemedium confidence |
Worker transition program
| Input | Value | Kind | Used in |
|---|---|---|---|
Wage replacement, year 1 of unemployment wpReplacementY1 | 90% | policyhigh confidence | |
Wage replacement, year 2 wpReplacementY2 | 70% | policyhigh confidence | |
Wage replacement, year 3 wpReplacementY3 | 50% | policyhigh confidence | |
Average share still unemployed, year 1 wpUnemployedY1 | 75% | estimatelow confidence | |
Average share still unemployed, year 2 wpUnemployedY2 | 40% | estimatelow confidence | |
Average share still unemployed, year 3 wpUnemployedY3 | 25% | estimatelow confidence | |
Wage replacement cap wpWageCap | $120,000 | policyhigh confidence | |
Wage insurance: share of pay gap covered wpInsuranceShare | 50% | policyhigh confidence | |
Wage insurance duration wpInsuranceYears | 2 years | policyhigh confidence | |
Share reemployed (eventually) wpReemployedShare | 75% | estimatelow confidence | |
Average pay cut when reemployed wpWageLoss | 15% | estimatelow confidence | |
Training voucher wpVoucher | $12,000 | policyhigh confidence | |
Training voucher uptake wpVoucherUptake | 60% | estimatemedium confidence | |
Share of displaced workers aged 58+ wpBridgeShare | 12% | estimatemedium confidence | |
Bridge pension per year wpBridgeAnnual | $35,000 | policyhigh confidence | |
Bridge pension years wpBridgeYears | 3 years | policyhigh confidence | |
UHA & claims-contractor jobs uhaJobs | 210,000 | estimatemedium confidence | |
Care coordinators moving to integrated care organizations icoJobs | 40,000 | estimatelow confidence | |
Labor share of incremental clinical spending clinicalLaborShare | 55% | estimatemedium confidence | |
Average loaded compensation of new clinical jobs clinicalComp | $85,000 | estimatemedium confidence |
Employment data (BLS OEWS, May 2025)
| Input | Value | Kind | Used in |
|---|---|---|---|
Employment, direct health & medical insurance carriers (NAICS 524114) blsHealthCarriers Sources: Bureau of Labor Statistics (2026) | 451,820 | datahigh confidence | |
Mean annual wage, health & medical insurance carriers blsHealthCarriersWage Sources: Bureau of Labor Statistics (2026) | $93,210 | datahigh confidence | |
Employment, other insurance-related activities incl. TPAs & claims adjusting (NAICS 524290) blsOtherInsuranceRelated Sources: Bureau of Labor Statistics (2026) | 396,750 | datahigh confidence | |
Health-related share of NAICS 524290 employment tpaHealthShare TPAs for self-insured health plans are a large part of this industry; property & casualty claims adjusting is the rest. | 32% | estimatelow confidence | |
Employment, insurance agencies & brokerages (NAICS 524210) blsAgenciesBrokerages Sources: Bureau of Labor Statistics (2026) | 1,004,520 | datahigh confidence | |
Health-insurance share of agency & brokerage employment brokerHealthShare Health is a minority line next to property & casualty and life. | 8% | estimatelow confidence | |
Billing & posting clerks in ambulatory health care (NAICS 621) blsBillingClerksAmbulatory Sources: Bureau of Labor Statistics (2026) | 127,200 | datahigh confidence | |
Billing & posting clerks in hospitals (NAICS 622) blsBillingClerksHospitals Sources: Bureau of Labor Statistics (2026) | 37,680 | datahigh confidence | |
Medical records specialists (coders), all industries blsMedicalRecords Sources: Bureau of Labor Statistics (2026) | 194,720 | datahigh confidence | |
Medical secretaries & front-office staff doing eligibility, prior authorization & collections (full-time equivalent) insuranceFrontOffice A fraction of roughly 800,000 medical secretaries and administrative assistants. | 180,000 | estimatelow confidence | |
Mean wage, billing & posting clerks blsBillingClerkWage Sources: Bureau of Labor Statistics (2026) | $51,070 | datahigh confidence | |
Mean wage, medical records specialists blsMedicalRecordsWage Sources: Bureau of Labor Statistics (2026) | $56,790 | datahigh confidence |
Access & capacity
| Input | Value | Kind | Used in |
|---|---|---|---|
Physicians accepting new privately insured patients acceptPrivate | 96% | datahigh confidence | |
Physicians accepting new Medicare patients acceptMedicare | 88% | datahigh confidence | |
Physicians accepting new Medicaid patients acceptMedicaid | 74% | datahigh confidence | |
Psychiatrists accepting new Medicaid patients acceptMedicaidPsych | 35% | datahigh confidence | |
Practising doctors per 1,000 people, Canada doctorsPer1000Canada Sources: OECD (2025) | 2.7 | datahigh confidence | |
Practising doctors per 1,000 people, United States doctorsPer1000Us Sources: OECD (2025) | 2.7 | datahigh confidence | |
Practising doctors per 1,000 people, OECD average doctorsPer1000Oecd Sources: OECD (2025) | 3.9 | datahigh confidence | |
Hospital beds per 1,000 people, Canada bedsPer1000Canada Sources: OECD (2025) | 2.5 | datahigh confidence | |
Hospital beds per 1,000 people, United States bedsPer1000Us Sources: OECD (2025) | 2.8 | datahigh confidence | |
Hospital beds per 1,000 people, OECD average bedsPer1000Oecd Sources: OECD (2025) | 4.2 | datahigh confidence | |
Waited 2+ months for a specialist, Canada (2016 survey) specialistWait2moCanada Sources: Commonwealth Fund (2020) | 30% | datahigh confidence | |
Waited 2+ months for a specialist, Norway (2016 survey) specialistWait2moNorway Sources: Commonwealth Fund (2020) | 28% | datahigh confidence | |
Waited 2+ months for a specialist, United States (2016 survey) specialistWait2moUs Sources: Commonwealth Fund (2020) | 6% | datahigh confidence | |
Waited 2+ months for a specialist, Germany (2016 survey) specialistWait2moGermany Sources: Commonwealth Fund (2020) | 3% | datahigh confidence | |
Adults with employer coverage rating their insurance excellent or good (2023) esiRatedGood Sources: KFF (2023) | 80% | datahigh confidence | |
Australians with private hospital cover on top of Medicare (Dec 2024) australiaPrivateHospitalCover | 45.2% | datahigh confidence | |
Business ownership among male workers just under age 65 businessOwnershipUnder65 | 24.6% | datahigh confidence | |
Business ownership among male workers just over age 65 (Medicare eligible) businessOwnershipOver65 | 28% | datahigh confidence | |
Firms with 10 to 24 workers offering health benefits (2025) smallFirmOfferRate Sources: KFF (2026) | 51% | datahigh confidence | |
Firms with 200+ workers offering health benefits (2025) largeFirmOfferRate Sources: KFF (2026) | 97% | datahigh confidence | |
Drop in voluntary job turnover from job lock (Madrian, 1987 data) jobLockTurnoverCut | 25% | datahigh confidence | |
Drop in adult (20 to 64) mortality after ACA Medicaid expansion medicaidExpansionMortalityCut | 3.6% | datahigh confidence | |
Canada median wait, GP referral to treatment (weeks, 2025) canadaMedianWeeks Sources: Fraser Institute (2025) | 28.6 | datahigh confidence | |
NHS England waiting list (millions, 2025) nhsWaitlist Sources: NHS England (2025) | 7.4 | datahigh confidence | |
NHS England share treated within 18 weeks nhsWithin18 Sources: NHS England (2025) | 59% | datahigh confidence |