{
  "stage": 111,
  "status": "evidence_screen_completed_calibration_gate_closed",
  "model_parameters_changed": false,
  "target": {
    "parameter": "q[group]",
    "definition": "Incremental desired-consumption reduction per accrued recurring surcharge dollar, before cash constraints",
    "baseline_income_spending_rule": 0.9,
    "horizon_years": 20
  },
  "scope": "Selected primary-source extraction, not a systematic review or independent replication. No restricted microdata accessed.",
  "sources": [
    {
      "id": "bracha_cooper_2013",
      "authors": [
        "Anat Bracha",
        "Daniel H. Cooper"
      ],
      "title": "Asymmetric Responses to Tax-Induced Changes in Personal Income",
      "version": "Boston Fed Public Policy Brief 13-4, November 15, 2013",
      "url": "https://www.bostonfed.org/-/media/Documents/Workingpapers/PDF/economic/ppb/2013/ppb134.pdf",
      "locator": "Results pp. 7–8; Appendix A",
      "population": "945 surveyed low/moderate-income Boston tax-preparation clients; not the affected analysis N",
      "measurement": "Self-reported completed or intended spending adjustments",
      "shock": "2013 payroll-tax increase versus expected 2012 tax refunds",
      "estimates": [
        {
          "outcome": "Mean spending reduction per take-home dollar lost",
          "value": 0.9,
          "unit": "dollars per dollar"
        },
        {
          "outcome": "Planned spending per refund dollar",
          "value": 0.6,
          "unit": "dollars per dollar"
        }
      ],
      "horizon": "Survey plans/reports, not a fixed measured transaction window",
      "standard_error": null,
      "missing_reason": "Not extracted",
      "mapping": "No direct calibration: intentions, selected population, recurring increase versus one-off refund."
    },
    {
      "id": "baugh_et_al_2021",
      "authors": [
        "Brian Baugh",
        "Itzhak Ben-David",
        "Hoonsuk Park",
        "Jonathan A. Parker"
      ],
      "title": "Asymmetric Consumption Smoothing",
      "version": "AER 111(1), January 2021, 192–230",
      "doi": "10.1257/aer.20181735",
      "url": "https://mitsloan.mit.edu/shared/ods/documents/?PublicationDocumentID=7668",
      "locator": "Table 3, p. 208; data and identification sections",
      "population": "Account-aggregator households receiving refunds and making tax payments in different years, 2011–2015",
      "measurement": "Identified consumer transactions; excludes unclassified/check outflows",
      "shock": "Annual tax settlement, with filing-news controls",
      "horizon": "Cumulative from day −29 through endpoint",
      "estimates": [
        {
          "endpoint_day": 28,
          "payment_percent": -0.15,
          "payment_se_pp": 1.1,
          "refund_percent": 7.32,
          "refund_se_pp": 0.87
        },
        {
          "endpoint_day": 84,
          "payment_percent": -0.39,
          "payment_se_pp": 2.3,
          "refund_percent": 12.71,
          "refund_se_pp": 1.8
        }
      ],
      "uncertainty": "Two-way clustered SE: household-year and calendar day",
      "identification": "Observational lead/lag specification with household-year and calendar-day fixed effects",
      "mapping": "Percent of settlement, not dollar coefficients. Payment smoothing does not identify long-run q=0."
    },
    {
      "id": "sahm_shapiro_slemrod_2015",
      "authors": [
        "Claudia R. Sahm",
        "Matthew D. Shapiro",
        "Joel Slemrod"
      ],
      "title": "Balance-Sheet Households and Fiscal Stimulus",
      "version": "FEDS 2015-037, May 20, 2015",
      "doi": "10.17016/FEDS.2015.037",
      "url": "https://www.federalreserve.gov/econresdata/feds/2015/files/2015037pap.pdf",
      "locator": "Table 1, printed p. 5; discussion",
      "population": "Michigan Surveys of Consumers, affected respondents",
      "measurement": "Weighted shares reporting their main adjustment margin",
      "shock": "Payroll-tax cut expiration",
      "estimates": [
        {
          "survey_year": 2013,
          "frame": "prospective",
          "affected_n": 561,
          "spending_share_pct": 55,
          "saving_share_pct": 30,
          "debt_or_borrowing_share_pct": 15
        },
        {
          "survey_year": 2014,
          "frame": "retrospective",
          "affected_n": 519,
          "spending_share_pct": 43,
          "saving_share_pct": 35,
          "debt_or_borrowing_share_pct": 22
        }
      ],
      "horizon": "Planned response versus previous-year recollection; different interview groups",
      "standard_error": null,
      "missing_reason": "Not extracted",
      "mapping": "Respondent shares are not dollar MPCs. Same 2013 policy as Boston study; not independent policy replications."
    },
    {
      "id": "wong_2024",
      "authors": [
        "Francis Wong"
      ],
      "title": "Taxing Homeowners Who Won’t Borrow",
      "version": "CESifo Working Paper 11185, June 16, 2024",
      "url": "https://www.ifo.de/DocDL/cesifo1_wp11185.pdf",
      "locator": "Section 3.3, pp. 11–12; Section 6 and Figure 2",
      "population": "Linked homeowner property, mortgage-servicing and credit records",
      "measurement": "Leveraged auto-consumption proxy: monthly auto-balance increases above $5,000",
      "shock": "Property-tax increases associated with rising home values",
      "horizon": "12-month cumulative auto outcome",
      "finding": "Auto consumption falls around tax increases",
      "estimates": [],
      "standard_error": null,
      "missing_reason": "Numeric coefficient and uncertainty intentionally deferred pending denominator/design extraction",
      "mapping": "Narrow durable/credit proxy and joint housing-wealth changes cannot directly calibrate broad spending q. A newer author-listed version was located but not extracted."
    }
  ],
  "calibration_gate": {
    "open": false,
    "required": [
      "Tax liability news separated from settlement cash",
      "Matched increase direction, expectations and horizon",
      "Consumption basket and desired-versus-realized mapping",
      "Comparable population and cohort definitions",
      "Uncertainty and identification assessed",
      "Debt, saving and consumption flows separated"
    ]
  },
  "next_step": "Extract Wong’s tax denominator, event-time design, numeric uncertainty and heterogeneity before any proposed outcome bridge; retain existing sensitivity grid.",
  "screened_not_extracted": [
    {
      "candidate": "Lorenz Kueng, NBER WP 20437, Tax News",
      "reason": "Official page/PDF access returned 403; abstract alone insufficient for coefficient extraction."
    }
  ],
  "limitations": [
    "Selected sections reviewed, not all appendices or replication code",
    "No pooling across outcomes or horizons",
    "Missing uncertainty means unextracted, never zero",
    "No claim of empirical validation for automation or twenty-year equilibrium"
  ]
}
