CAPHE Case Studies · Study Credibility & Measurement

Uniform Statewide Medi-Cal Fee Schedules Deliver Unequal Clinic Purchasing Power Across Counties

We compare local clinic costs with area need to match payment rates and staff grants.

California pays one statewide Medi-Cal fee schedule across coastal cities and rural inland counties. Yet coastal clinics pay high staff wages and office rents, while inland rural counties face deep resident poverty and doctor shortages. Comparing local clinic overhead indices against neighborhood need ranks shows why two separate policy tools are needed.

Tying city Medi-Cal clinic rates to the federal Geographic Practice Cost Index (CMS Practice Expense GPCI) backs coastal clinics where overhead runs 50.6% above the US mean (1.506 index in San Francisco vs. 0.900 in Imperial County).[1] One flat fee list leaves out cost and need gaps because San Francisco sits at the 15th percentile of local need while Imperial County sits at the 85th percentile.[2] Pairing cost rate boosts with loan grants and simpler billing (saving 17.6% claim value) fits both.[1][3]

Table 1. Clinic Costs vs. Local Need Across Four Market Types

We compare clinic cost scores, monthly rent share, and local need across four health markets.

Scroll side to side to see all 4 columns →
Cross-market comparison of CMS Practice Expense GPCI, Census ACS monthly rent and pay, Local Need percentile, MACPAC billing loss, and Polsky NEJM visit gains.
Market & Cost Measure
Group 1
High-Cost City Market
Group 2
High-Rent Working Tract
Group 3
Rural Foothills Market
Group 4
High-Need Farm Region
Clinic Overhead Index (GPCI) 1.506+50.6% vs US base 1.380+38.0% coast metro 1.025+2.5% rural Sierra 0.900-10.0% Imperial
Share of Income Spent on Monthly Rent 21.1%$2,814 42.1%$2,318 23.1%$1,635 32.5%$1,007
Median Monthly Pay $13,306 $5,507 $7,075 $3,103
Neighborhood Need Rank 15th percentileLow need 45th percentileRent strain 55th percentileRural spread 85th percentileHigh need
Billing Hurdle Loss 17.6% Medicaid vs 2.4% Private 17.6% Medicaid vs 4.7% Medicare 17.6% Medicaid billing loss 17.6% Medicaid billing loss
Visit Gain From Fee Bump +1.25 pp per 10% real bump 58.7% to 66.4%+7.7 pp total 58.7% base visit rate 66.4% post-bump visit rate
Table 1 Notes & * Modeled Estimates
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Table 1 Notes & * Modeled Estimates: We use observed CMS CY 2026 Practice Expense GPCI scores and a CAPHE 3-part normalization of three PE sub-components (19.15% staff wages, 10.22% office rent, and 5.07% estimated purchased services divided by their 34.44% sum = 55.6% pay, 29.7% rent, and 14.7% estimated services). We pair these with Census ACS 5-Year median gross rent (B25064) and household pay (B19013) across different census universes. We also include the Local Need Index (ADI US percentile) and published MACPAC (Jan 2025) and Polsky et al. (2015, NEJM) benchmarks.

Column Scope. High-Cost City Market. San Francisco & Bay Area (CMS Area 05 / Santa Clara ACS baseline).. High-Rent Working Tract. Marin County: San Rafael Canal area (Tract 1122.03).. Rural Foothills Market. Nevada County (Sierra Foothills rural area).. High-Need Farm Region. Central Valley & Imperial County (Central Fresno Tract 2 & Imperial)..

Model Crosswalk. Plain table labels map to standard study models. Raw Yearly Average / Simple Avg is an unadjusted OLS model where routine and outbreak budgets mix. County & Year FE is a Two-Way Fixed Effects (TWFE) panel model. Routine-Budget Analysis / 21-Year County Budget Model is a Two-Stage Least Squares (2SLS / Lewbel 2012) model that isolates routine base budget shifts. County Board Budget Rules uses Brown (2014) county board rules.

Two-Ruler Benchmark Summary. Mode B Observed Federal & State Benchmarks: CMS CY 2026 Practice Expense GPCI, Census ACS Gross Rent, Local Need Percentile & MACPAC Billing Loss. Ruler 1: CMS Practice Expense GPCI (CY 2026): 1.506 in SF (+50.6%) vs. 0.900 in Imperial (-10.0%). A CAPHE 3-part composite re-weights CMS Practice Expense GPCI parts to 55.6% staff pay, 29.7% office rent, and 14.7% estimated services. Under a flat state fee list, San Francisco clinics face 1.67x higher costs (1.506 vs. 0.900) than Imperial County. Ruler 2: Local Need Index & Renter Pay Strain: 85th Percentile in Imperial vs. 15th in SF (5.7x Flip). Tracking resident need flips the map. Imperial sits at the 85th US need percentile and Central Fresno homes earn $3,103/mo (rent $1,007). San Francisco sits at the 15th percentile and Santa Clara homes earn $13,306/mo (rent $2,814).

Method & Data Audit (TooEarlyToSay.com): Statewide CHW Reimbursement Analysis →

Table 2. Matching Coastal Cost Boosts and Inland Staff Grants to Local Markets

We show why clinic cost and local need point in opposite ways and how two tools fix both.

Scroll side to side to see all 4 columns →
Decision matrix comparing policy frames, market limits, single-rule risks, and two-tool policy fit across four areas.
Choice Factor High-Cost City Market High-Rent Working Tract Rural Foothills Market High-Need Farm Region
The Main Policy Case With a 1.506 cost score and $2,814 rent, a flat Medi-Cal dollar buys one-third less care in the Bay Area. In Marin's Canal area, families pay $2,318 rent and clinics pay high coast wages. Nevada County has near-mean costs, but wide rural miles limit clinic patient volume. Imperial and Central Fresno sit at the 85th need percentile, where low rent cannot draw doctors.
Main Market Constraint High private pay and +50.6% clinic costs crowd out solo practices. High county pay (15th need percentile) covers up renter tracts where clinics pay coast wages to serve workers. Fixed clinic rent spread across small rural panels makes the 17.6% Medicaid billing loss hard to absorb. Even when a flat Medi-Cal dollar goes further against $1,007 rent, few doctors open offices in border tracts.
Risk of Using One Metric Alone Setting pay boosts by local need alone (15th percentile) leaves Bay Area clinics with +50.6% higher wage and rent bills. Using county mean pay leaves out high-rent worker tracts where 42.1% of pay goes to rent. Using city cost boosts without rural floors leaves foothill clinics with neither rate boosts nor hiring grants. Cutting inland Medi-Cal pay because Imperial's cost score is 0.900 lowers clinic pay in 85th-percentile need areas.
Two-Tool Policy Fit Tie Clinic Rates to Local Costs. Link city Medi-Cal fee lists to the CMS Practice Expense GPCI. Target Renter Tracts by Need. Pair Bay Area cost boosts with local outreach in high-rent tracts. Cut 17.6% Billing Friction. Simplify claims to save the 15.2 pp gap between Medicaid and private plans. Send Staff Grants to High Need. Use 85th-percentile need ranks to fund loan pay and clinic grants in Fresno.
Table 2 Notes: CMS Practice Expense GPCI, MACPAC Billing Loss & Provenance
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• CMS Practice Expense GPCI & CAPHE 3-Part Composite (Mode B): Under the CMS CY 2026 Physician Fee Schedule Final Rule, three Practice Expense GPCI sub-components (19.15% employee wages from BLS OEWS, 10.22% office rent from Census ACS/HUD 2BR rent, and 5.07% estimated purchased services, summing to 34.44% of total MEI weight) normalize to a 3-part CAPHE composite of 55.6% staff pay, 29.7% office rent, and 14.7% estimated services. San Francisco PE GPCI is 1.506 (+50.6% above the US mean, ADI ~15th percentile) vs. Imperial County at 0.900 (-10.0%, ADI ~85th percentile).

• Billing Loss & Fee Bump Benchmarks (Mode B): Dunn, Gottlieb, Shapiro, & Sonnenstuhl / MACPAC (Jan 2025) show that Medicaid providers lose 17.6% of claim value to billing hurdles, vs. 4.7% in Medicare and 2.4% in private plans. Polsky et al. (2015, *NEJM*) find that the Medicaid fee bump raised primary care visit access by +7.7 pp (58.7% to 66.4%, or +1.25 pp per 10% fee bump). Census ACS 5-Year (2019-2023) rent and pay numbers come from different census universes (B19013 all households vs. B25064 renter homes).

• Extended Cell Context. The Main Policy Case (High-Rent Working Tract). In Marin's Canal area, families pay $2,318 rent (42.1% of $5,507 pay) and clinics pay high coast wages. · The Main Policy Case (Rural Foothills Market). Nevada County has near-mean costs (1.025, rent $1,635), but wide rural miles limit clinic patient volume. · The Main Policy Case (High-Need Farm Region). Imperial and Central Fresno sit at the 85th need percentile ($3,103 pay), where low rent (0.900) cannot draw doctors. · Main Market Constraint (High-Cost City Market). High private pay (2.4% billing loss vs. 17.6% in Medicaid) and +50.6% clinic costs crowd out solo practices.

Matching Cost Rate Indexing and Need-Targeted Staff Grants to Local Markets

In state budget hearings, coastal city health systems and inland rural groups show real federal data that rank counties in opposite ways. Coastal groups cite the CMS Practice Expense Geographic Practice Cost Index (GPCI, where a CAPHE 3-part composite weights staff pay at 55.6% and office rent at 29.7%). San Francisco's Practice Expense GPCI sits at 1.506 (+50.6% above the US mean, with Santa Clara median rent at $2,814/month). Because the state pays one flat Medi-Cal fee list, coastal clinics face tight margins. Inland and border groups cite the Local Need Index (Area Deprivation Index, ADI) and Census ACS pay. Imperial County sits at the 85th US need percentile and Central Fresno homes earn $3,103/month ($1,007 rent), while San Francisco sits at the 15th percentile.

Health economics shows that these two benchmarks do not conflict. They track two separate market limits that need two separate tools. Polsky et al. (2015, NEJM) show that raising primary care fees lifts visit access by +7.7 pp (58.7% to 66.4%, or +1.25 pp per 10% fee bump). Dunn et al. and the Medicaid and CHIP Payment and Access Commission (MACPAC, 2025) show that 17.6% of Medicaid claim value is lost to billing hurdles (vs. 2.4% in private plans). Tying fee lists to clinic costs and cutting the 17.6% billing loss backs high-cost city clinics. Sending CalHealthCares loan pay and residency grants by local need builds doctor supply in inland counties.

Data Sources, Model Inputs, Notes & Endnotes (Numbered endnotes [1]–[5], state data sources & math rules)
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Case Study Focus: Study Credibility & Measurement · Nominal vs. Real Indices (Mode B Official GPCI & ACS Data)

Numbered Endnotes & Main Sources

  1. [1]Centers for Medicare & Medicaid Services (CMS): CY 2026 Physician Fee Schedule Final Rule Practice Expense GPCI (with CAPHE 3-part cost shares: 55.6% clinical wages, 29.7% rent, 14.7% estimated services).
  2. [2]University of Wisconsin School of Medicine and Public Health: Area Deprivation Index (ADI) Neighborhood Atlas & U.S. Census Bureau ACS 5-Year Estimates.
  3. [3]MACPAC (Jan 2025) & Dunn et al.: Medicaid Provider Billing Friction (17.6% claim value loss) & Polsky et al. (2015), NEJM, 372(6), 537–545.
  4. [4]Polsky et al. (2015), NEJM, 372(6), 537-545
  5. [5]U.S. Census Bureau ACS 5-Year Estimates (Tables B19013 & B25064)

Mode B Observed Benchmarks: All CMS CY 2026 Practice Expense GPCI scores (1.506 San Francisco vs. 0.900 Imperial) and CAPHE 3-part normalized cost shares (55.6% pay, 29.7% rent, 14.7% estimated services from the 19.15%, 10.22%, and 5.07% MEI shares) are Mode B data. They pair with Area Deprivation Index percentiles (15th vs. 85th) and Census ACS 5-Year (2019-2023) rents ($2,814, $2,318, $1,635, $1,007) and monthly pay ($13,306, $5,507, $7,075, $3,103) across different census universes. MACPAC billing loss rates (17.6% Medicaid, 4.7% Medicare, 2.4% private) and Polsky et al. (58.7% to 66.4%, +7.7 pp) benchmarks come from the CMS CY 2026 Physician Fee Schedule Final Rule and Census ACS 5-Year tables.

Main Sources: We cite CMS CY 2026 Physician Fee Schedule Final Rule (Geographic Practice Cost Indices) and MACPAC (Jan 2025) & Dunn, Gottlieb, Shapiro, & Sonnenstuhl on Medicaid Billing Friction. We also use Polsky et al. (2015), NEJM, 372(6), 537-545 and U.S. Census Bureau ACS 5-Year Estimates (Tables B19013 & B25064).

Companion Method & Code Guides (TooEarlyToSay.com)

Common Questions & Method Notes

How does the CAPHE 3-part composite of the CMS Practice Expense GPCI weight local pay and rent?
Under the CMS CY 2026 Physician Fee Schedule Final Rule, three Practice Expense GPCI sub-components (19.15% local health staff wages from BLS OEWS, 10.22% office rent from Census ACS 2-bedroom gross rent, and 5.07% estimated purchased services) normalize across their 34.44% sum to 55.6% staff pay, 29.7% rent, and 14.7% estimated services. The overall Practice Expense GPCI is 1.506 in San Francisco vs. 0.900 in Imperial County.
Why do the CMS Practice Expense GPCI and the Area Deprivation Index rank San Francisco and Imperial in opposite ways?
The CMS Practice Expense GPCI tracks what a clinic pays to hire staff and rent space (1.506 in SF vs. 0.900 in Imperial). The Neighborhood Need Index tracks resident poverty and hardship (15th percentile in SF vs. 85th percentile in Imperial). High-cost cities squeeze clinic margins, while high-need rural counties face low family pay and doctor shortages.
How much does billing friction cut real Medicaid pay?
Work by Dunn, Gottlieb, Shapiro, and Sonnenstuhl cited by MACPAC (January 2025) shows that Medicaid providers lose 17.6% of claim value to denials and billing hurdles. That is more than triple Medicare (4.7%) and seven times private plans (2.4%).

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