Add state-specific Medicaid takeup rates and Section 1931 deprivation rules #7317
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… rules Fixes #7316 - Replace uniform 93% national takeup rate with state-specific rates derived from MACPAC enrollment targets (range: 58% Utah to 99% Colorado) - Add requires_deprivation parameter for non-expansion states using Section 1931 criteria (TX, FL, GA, AL, MS, SC, TN, KS, WY, SD, WI) - Add is_single_parent_household variable for deprivation determination - Update is_parent_for_medicaid_nfc to check deprivation requirement, correctly excluding married parents in non-expansion states Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@ Coverage Diff @@
## main #7317 +/- ##
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- Utah: 58% → 53% (was 10% high vs administrative enrollment target) - Texas: 95% → 76% (was 25% high; 95% unrealistic for non-expansion state) These adjustments improve calibration match to state Medicaid enrollment targets. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Update test seed values to work with CA's 0.78 takeup rate (default state). Previous values assumed a ~93% rate which no longer applies. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
…ix/state-specific-medicaid-takeup
Revert medicaid_take_up_seed label to original, make test explicit about state (CA) and use obvious seed values, remove redundant changelog entry. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Replace random() call with deterministic seed from microdata, matching the convention used by other takeup seeds. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Covers the dataset-based probabilistic path (lines 17-18) that was causing codecov/patch coverage failure. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
…ix/state-specific-medicaid-takeup
Contributor
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Per our meeting we'll remove takeup from this (move to us-data) and limit this PR to 1931 |
baogorek
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Feb 5, 2026
…try package Remove all random() calls and seed variables from the country package. Takeup variables (ACA, SNAP, Medicaid) are now formula-less with default True. WIC uses draw variables instead of random(). SSI resource test uses only policy logic. Add state-specific Medicaid rates, Section 1931 deprivation rules, Head Start/Early Head Start takeup variables. Supersedes #6635, #7317. Fixes #7316. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Collaborator
Author
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Superseded by #7326, which includes all state-specific Medicaid takeup rates and Section 1931 deprivation rules from this PR, plus the full randomness migration. Companion data PR: PolicyEngine/policyengine-us-data#451. |
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Summary
requires_deprivationparameter for non-expansion states using Section 1931 criteriais_single_parent_householdvariable to determine deprivation statusis_parent_for_medicaid_nfcto correctly exclude married parents in non-expansion statesFixes #7316
Test plan
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