Multi-Year Return Models Require Year-One Cash-Flow and Reserve Schedules for Budget Approval
Pairing modeled long-run returns with yearly cash outlays, reserve floors, and budget line rules.
Public health prevention and paid leave expansions generate strong multi-year health and worker gains across California. Yet county budget offices and state fund actuaries balance cash ledgers one fiscal year at a time. Upfront payroll outlays and reserve floor rules arrive in Year 1 before multi-year savings mature.
Hiring full-time Community Health Workers or expanding leave benefits creates a Year 1 cash gap even though California county prevention yields a 59:1 multi-year cumulative return (32:1 in Year 1) and Paid Family Leave expansion brings a projected $422.0M per year in net worker pay.[1] Long-run return ratios omit single-year cash rules because leave expansion needs $623.7M in projected 2026 cash, dipping the state reserve to 10.8% ($1.96B) against a 25.0% ($4.38B) goal.[2] Pairing multi-year return models with a 6-year cash schedule (+0.045 rate points) gives budget staff a full funding plan.[3]
Table 1. Multi-Year Net Return vs. Yearly Cash & Reserve Rules Across 4 Programs
Comparing four state fiscal cases across separate analytic perspectives and budget ledgers that do not add together.
| Fiscal Metric |
State SDI Fund: Base
PFL 12-Wk Plan (35%)
|
State SDI Fund: Ceiling
PFL 12-Wk Cap (100%)
|
County Renewal Aid
County Medi-Cal Outreach
|
57-County Panel
County Public Health Spending
|
|---|---|---|---|---|
| Assumed Scope & Budget Ledger (Model Input) | State SDI reserve fund (EDD); 369,600 claims at 35% use and 30% offset | State SDI reserve fund (EDD); 396,000 claims at a 100% use ceiling | County Medi-Cal admin; assumed renewal tool on a 120,239-adult county cohort | 57-county LHA panel (-2.38/100K yr, -4.32 cumulative) at +$10 per resident |
| Multi-Year Net Return* | $422.0M/yr net+$19.7M low-wage | $1,845.4M/yr net worker gain | $35 to $140 / kept person-yr | 59:1 Cumulative32:1 Annual |
| Assumed Year-1 Cash Outlay | $623.7M / yr in 2026 | $1,910.0M / yr in 2026 | $150K to $600K / yr operating | $395.4M / yr$10/resident state |
| Multi-Year Cash Total* | $4.013B6-yr 2025-2030 | $12.286B6-yr 2025-2030 | $0.6M to $2.4M4-yr 2027-30 | $1.98B5-yr statewide total |
| Year-1 Reserve or Lag Limit* | 10.8% Reserve$1.96B | -3.0% Deficit-$0.58B | $0 Enacted CBO Line | 55% Yr 1 Share32:1 |
| Multi-Year Solvency & Horizon Path* | 30.4% ($6.37B) by 2030 | -7.6% (-$1.70B) in 2030 | 11,804 py (tool) / 54,976 (both) | 100% 13-Yr (59:1)16-Yr (80:1) |
| Funding Source | 1.345% SDI rate+0.045 pp | 1.439% SDI rate+0.139 pp | MCP partner / county pool | General Fund / Realignment |
Table 1 Notes & * Modeled Estimates
Expand notes
Table 1 Notes & * Modeled Estimates. Rows marked with * apply published fee rates or trial parameters to observed baseline data. Open the notes below for full formulas and data sources.
Column Scope. PFL 12-Wk Plan (35%). State Insurance Fund. PFL 12-Wk Cap (100%). State Insurance Fund. County Medi-Cal Outreach. County Medicaid Agency. County Public Health Spending. Public Health & Societal.
Two-Ruler Benchmark Summary. Mode A Cash-Flow, Reserve & Exposure-Horizon Scenarios on FY 2026-27 Budgets. Ruler 1: Multi-Year Return (Social Value): 59:1 Cumulative (32:1 Yr 1) | $35-$140 / PY. On a multi-year ruler, public health spending saves lives at $420,168 per life annually (32:1 return) and $231,481 per life over 13-year cumulative horizons (59:1 return at the HHS $13.6M value). Renewal aid keeps care at $35 to $140 per person-year. PFL expansion adds $422.0M per year in net worker pay. Ruler 2: Year-1 Cash Outlay & Reserve Floor: 10.8% Reserve | $0 CBO Line. On a cash ruler, PFL expansion needs $623.7M in 2026 cash. This dips the SDI reserve to 10.8% ($1.96B) vs. the 25% ($4.38B) goal. The FY 2026-27 State Budget funds $709M for county staff but $0 for outside groups after AB 102 grants ended.
Method & Data Audit (TooEarlyToSay.com): Public Health Spending Regime Analysis →
Table 2. Budget Line Rules, Timing Gaps & Funding Steps
How analysts pair long-run returns with yearly cash and reserve rules.
| Decision Choice | PFL 12-Wk Plan (35%) | PFL 12-Wk Cap (100%) | County Medi-Cal Outreach | County Public Health Spending |
|---|---|---|---|---|
| Where the Return Shows Up | Low-wage families gain net leave pay while the state SDI fund pays gross claims. | Workers receive full-use leave pay while the state SDI reserve absorbs the cash draw. | Managed care plans keep monthly member capitation while counties fund admin staff. | Communities gain saved lives over 13 years while counties pay Year 1 staff wages. |
| Why High-Value Plans Hit Budget Limits | The 2026 reserve dips to 10.8% ($1.96B), below the 25.0% ($4.38B) goal. | A 100% claim surge pushes the fund into a -$0.58B Year 1 deficit. | State funds ($709M) pay county staff while $20M AB 102 grants ended. | Counties pay full Year 1 wages while chronic-disease prevention compounds over 4 to 16 years. |
| How Yearly Cash Adds to Long-Run Return | Net worker gains ($422.0M) do not cut the $623.7M gross cash bill. | High worker gains still drain cash if tax rates stay at 1.30%. | Low unit costs ($35-$140) still need a legal line item for outside tools. | Valuing lives at $13.6M does not put cash into county funds. |
| Funding Tradeoff | A +0.045 point rate lift (~$45 per $100K pay) covers the ~$4.0B 6-yr bill. | Pricing taxes for a 100% cap (+0.139 points) overcharges workers at 35% use. | State data matching keeps ~14,900 person-years per year vs. ~3,000 for local tools. | Cutting county health funds loses a 32:1 Year 1 and 59:1 13-year cumulative return. |
| Recommended Funding Plan | Pair Leave Expansion with +0.045 Rate Lift. Pair the 6-year reserve table with a +0.045 point (1.345%) rate lift. | Use Reserve Floor Rate Triggers. Trigger a 0.03-0.05 point rate lift only if reserves dip below 12%. | Partner with Managed Care Plans. Fund local renewal aid through health plans that keep monthly member fees. | Lock In Multi-Year County Budgets. Pair the Year 1 return with 13-year cumulative returns. |
Table 2 Notes: Enacted FY 2026-27 Medi-Cal Budget Lines & Exposure-Horizon Schedule
Expand notes
• Enacted State Medi-Cal Admin Figures (Mode B): The FY 2026-27 state budget sets $709M total ($196.8M General Fund) for county Medi-Cal staff within a $3.3B county admin pool. Meanwhile, outside outreach grants ($20M AB 102 and $59.8M DHCS) ended on June 30, 2025.
• Annual vs. Multi-Year Exposure Horizons (Mode B): In the 57-county LHA panel (Cholette, Patton & Zarate-Gomez, 2026), the annual pre-pandemic TWFE OLS slope is 2.38 fewer deaths per 100,000 per $10/capita ($420,168 per life saved, 32.4:1 [~32:1] return at $13.6M VSL), which represents 55.1% of the 13-year cumulative long-difference effect of 4.32 fewer deaths per 100,000 ($231,481 per life saved, 58.8:1 [~59:1] return) and builds further to -5.91 over 16 years ($169,205 per life, 80.4:1 [~80:1] return).
• Extended Cell Context. How Yearly Cash Adds to Long-Run Return (County Public Health Spending). Valuing lives at $13.6M (32:1 annual, 59:1 cumulative) does not put cash into county funds. · Recommended Funding Plan (County Public Health Spending). Pair the Year 1 return (32:1, $420,168/life) with 13-year cumulative returns (59:1, $231,481/life).
Why Analysts Pair Return Ratios with a Multi-Year Cash Table
A frequent gap between long-run value models and yearly county budgets happens when an analyst shows a high social return (such as 32:1 annually and 59:1 over cumulative horizons for county health spending, or $422M in net worker pay for Paid Family Leave) without a Year 1 cash and reserve schedule. Budget staff and fund actuaries do not doubt the social value. They pause because they must balance a 1-year cash ledger, hold reserve floors (such as the 25% EDD goal), and follow strict line-item rules.
Showing both rulers side by side turns a budget dispute into a clear funding plan. Analysts can show how much gross cash is needed in Year 1 ($623.7M for PFL, or $150K-$600K for local renewal aid), when reserves dip (2026 at 10.8%) and rebuild (2030 at 30.4%), and which group holds the cash savings. Leaders can then set the exact payroll rate lift (+0.045 points) or plan transfer needed to pay the bill.
Data Sources, Model Inputs, Notes & Endnotes
(Numbered endnotes [1]–[5], state data sources & math rules)
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Case Study Focus: Resource Funding & Economic Value · Cash Flow & Reserve Floors (Mode A Fiscal Scenarios)
Numbered Endnotes & Main Sources
- [1]Multi-Year Returns Across State Programs: CAPHE Local Health Authority (LHA) Calculator Methodology. It shows -2.38 deaths per 100K per $10 spent in Year 1 ($420,168 per life saved, 32:1 return at $13.6M VSL) and -4.32 over 13-year cumulative horizons ($231,481 per life saved, 59:1 return, or 55% in Year 1 vs. full cumulative maturity). County Medi-Cal renewal aid costs $35 to $140 per person-year.
- [2]State SDI and PFL Cash Flow (2025-2030): California EDD May 2026 Disability Insurance Fund Forecast. A $422.0M net worker gain after 30% firm offset needs $623.7M in 2026 cash. This drops the reserve to 10.8% ($1.96B) vs. the 25.0% ($4.38B) goal. Reserves rebuild to 30.4% ($6.37B) by 2030.
- [3]FY 2026-27 Medi-Cal Budget Lines: California Department of Finance Enacted Budget Summary. It sets $709M total ($196.8M General Fund) for county staff within $3.3B for county admin. Meanwhile, $20M AB 102 and $59.8M DHCS outreach grants ended June 30, 2025.
- [4]DHCS Medi-Cal Local Assistance Estimates
- [5]U.S. HHS ASPE Guidelines for Regulatory Impact Analysis (2025 VSL)
Mode Classification (Mode B Enacted Budgets & Slopes + Mode A Cash-Flow Models): Enacted FY 2026-27 state Medi-Cal budget lines ($709M total / $196.8M GF, $3.3B county admin, ended $20M AB 102 grants), 2025 SDI actuals ($3.011B balance, 18.9% ratio), and the LHA slopes (-2.38 annual TWFE OLS, -4.32 13-year cumulative OLS, -5.91 16-year cumulative OLS) are Mode B facts. Multi-year 2026-2030 SDI reserve paths and county renewal tool budgets ($150K-$600K per year) are Mode A projections.
Primary Data Sources: See the California EDD May 2026 Disability Insurance Fund Forecast and the California Department of Finance Enacted Budget Summary. We also use DHCS Medi-Cal Local Assistance Estimates and U.S. HHS ASPE Guidelines for Regulatory Impact Analysis (2025 VSL).
Companion Method & Code Guides (TooEarlyToSay.com)
- Public Health Spending: When Emergency Aid Flips the Sign. Across 57 California counties from 2003 to 2023 (1,163 county-years), each dollar per capita corresponds to -0.238 fewer deaths per 100,000 in 2003 to 2019 versus +0.247 in 2020 to 2023.
Common Questions & Method Notes
- What is the difference between Cost-Effectiveness Analysis (CEA) and Budget Impact Analysis (BIA)?
- CEA and return ratios measure long-run value per dollar across all groups. Budget Impact Analysis (BIA) tracks yearly cash inflows, cash bills, reserve floors, and line-item rules for one payer over 1 to 5 years.
- Why must the state SDI fund budget $623.7M per year when net worker gains are $422.0M per year?
- A 30% private firm offset trims the net new pay gain for workers ($422.0M vs. $602.8M gross claims) when firms reduce their own top-off pay. However, the state SDI fund must still pay the full $602.8M in claims plus $21.1M in admin ($623.7M total).
- How do annual and multi-year cumulative returns compare for county public health spending?
- In the 57-county CAPHE LHA model, the Year 1 annual baseline averts 2.38 deaths per 100,000 per $10/capita ($420,168 per life saved, 32:1 return at $13.6M VSL), which is 55% of the 13-year cumulative reduction of 4.32 deaths per 100,000 ($231,481 per life saved, 59:1 return) and builds to 5.91 deaths per 100,000 over 16 years (80:1 return).