{
  "paper": {
    "rank": 20,
    "paper_id": "aeraej-17",
    "title": "Indirect Effects of Access to Finance",
    "authors": "Jing Cai; Adam Szeidl",
    "year": 2024,
    "journal": "American Economic Review",
    "doi": "10.1257/aer.20220711",
    "package_bytes": 906149,
    "source_specification": "Table 3",
    "selection_stratum": "rct_binary"
  },
  "mapping": {
    "paper_id": "aeraej-17",
    "source_specification": "Table 3",
    "assessment_status": "unsupported_design",
    "unsupported": "Firm access to finance is randomly assigned; interpost estimates its direct pre/post effect and inter4post captures continuous competitor spillovers. The pre/post form does not make this observational DiD."
  },
  "status": "unsupported_design",
  "reason": "Firm access to finance is randomly assigned; interpost estimates its direct pre/post effect and inter4post captures continuous competitor spillovers. The pre/post form does not make this observational DiD.",
  "reviewed_at": "2026-10-12",
  "eligibility": {
    "category": "randomized_trial",
    "decision": "excluded",
    "reason": "Firm access to finance is randomly assigned; interpost estimates its direct pre/post effect and inter4post captures continuous competitor spillovers. The pre/post form does not make this observational DiD."
  },
  "source_provenance": [
    {
      "path": "AER/Cai_Szeidl_AER_2024_197302/R/17_cai_szeidl_figure.R",
      "sha256": "3a66f41e3a060dc80299a21f1bd5f8c7292c8035a5204aac8ebb223481c00d3b",
      "lines": 104
    },
    {
      "path": "AER/Cai_Szeidl_AER_2024_197302/R/17_cai_szeidl_replicate.R",
      "sha256": "7fe4b8260df9305ae41ede87527fbc7b26ee3cd24d48de4441983de81f379cc4",
      "lines": 279
    },
    {
      "path": "AER/Cai_Szeidl_AER_2024_197302/verdict.md",
      "sha256": "2ed3b1e5c23b49a24b14f740ed2a5337e9c428b23fbce8e2b509b5fa21cd3fc2",
      "lines": 57
    },
    {
      "path": "AER/Cai_Szeidl_AER_2024_197302/aeraej-17.md",
      "sha256": "a0b0883df799297ab262d379aaf322622a931fbb8be50a8811fba9ff2763b251",
      "lines": 240
    }
  ],
  "treatment_measurement": {
    "count": 120,
    "variable": "treatratio_comp",
    "scope": "Observed support in the indicated source frame; missing values excluded. N=9,519; missing=0. Frame: selected_source_data. Source: /Volumes/LAL_BAK/did-cardinality-work/packages/Cai_Szeidl_AER_2024_197302/Data and Do-file/loanmain.dta.",
    "variables_counted": 2,
    "specification": ""
  },
  "library_replication": {
    "status": "verified",
    "verification_outcome": "verified",
    "code_readiness": "runs_with_shim",
    "restriction_flag": "none",
    "scope": "Reported by the supplied library; not re-executed in this tranche."
  },
  "estimation_performed": false
}
