{
  "schema": "did-replication-v2",
  "config": {
    "outcomes": [
      "y"
    ],
    "treatments": [
      "d"
    ],
    "unit": "unit",
    "time": "time",
    "cluster": "cluster",
    "covariates": [],
    "baseline_by_time": [],
    "weight": null,
    "period_step": 1,
    "period_values": null,
    "display_window": [
      -10,
      10
    ],
    "seed": 20261008,
    "panelview_max_units": 100,
    "test_mode": "classical",
    "test_horizon": null,
    "post_horizon": null,
    "post_weighting": "observations",
    "sample_query": null,
    "reversal_policy": "drop_post_untreated",
    "labels": {
      "y": "Avoiding risky investment z-score index [follow-up survey sample]",
      "d": "New Curriculum indicator (newcurr)"
    },
    "allow_repeated_cells": true,
    "time_fe": null,
    "latest_cohort_control": true,
    "slug": "s01-p072",
    "study_id": 1,
    "study": "Curriculum and Ideology",
    "citation": "Cantoni et al. (2017), JPE. https://doi.org/10.1086/690951",
    "description": "Avoiding risky investment z-score index [follow-up survey sample]",
    "source_specification_id": "CI-T5-B-C11",
    "specification_id": "S01-P072",
    "data": "repl-archives/twfe-microdata-replication-private/outputs/published_clustering_2026_10_08/curriculum/prepared_rows/CI-T5-B-C11.csv",
    "output_dir": "analyses/full-archive/results/S01-P072"
  },
  "source": {
    "file": "CI-T5-B-C11.csv",
    "bytes": 48467,
    "sha256": "63f2eccd781f0c1c0a383fa2e36e27c78ca0a0a174b30a3c89c51ebac855d4ca"
  },
  "versions": {
    "pyfixest": "0.60.0",
    "polars": "2.0.0",
    "duckreg": "0.4.1",
    "numpy": "2.5.3",
    "pandas": "3.0.6"
  },
  "specifications": {
    "y__d": {
      "sample": {
        "outcome": "y",
        "treatment": "d",
        "source_rows": 331,
        "source_sd": 0.9777926012780265,
        "rows": 191,
        "units": 16,
        "clusters": 16,
        "treated_units": 10,
        "never_treated_units": 6,
        "treated_cohorts": 3,
        "latest_cohort_control_index": null,
        "unique_unit_period_cells": 48,
        "unsupported_prediction_rows_removed": 0,
        "initially_treated_units_removed": 12,
        "post_adoption_untreated_rows_removed": 0,
        "units_without_minus_one_removed": 0,
        "additional_rows_removed": 1
      },
      "estimates": [
        {
          "method": "Static TWFE",
          "estimate": 0.04440438154510488,
          "se": 0.2581006713311633,
          "pvalue": 0.8657034870994644,
          "lower": -0.5057241770723763,
          "upper": 0.594532940162586
        },
        {
          "method": "Dynamic TWFE",
          "estimate": -0.09200875981656306,
          "se": 0.38444919063900196,
          "pvalue": 0.8140919843699471,
          "lower": -0.9114428124948875,
          "upper": 0.7274252928617613
        },
        {
          "method": "BJS / did2s",
          "estimate": 0.17051404958255964,
          "se": 0.3099994997939768,
          "pvalue": 0.5903848696957339,
          "lower": -0.49023424337707,
          "upper": 0.8312623425421893
        },
        {
          "method": "Sun\u2013Abraham",
          "estimate": 0.16878837243409034,
          "se": 0.23362022009370387,
          "pvalue": 0.4811064671173776,
          "lower": -0.3291613395182096,
          "upper": 0.6667380843863903
        }
      ],
      "event_studies": {
        "Dynamic TWFE": [
          {
            "event_time": -3,
            "estimate": 1.4202296855101235,
            "se": 0.5301865545436908,
            "pvalue": 0.017175222539230393,
            "lower": 0.29016379476607046,
            "upper": 2.5502955762541766
          },
          {
            "event_time": -2,
            "estimate": 0.7035539680995962,
            "se": 0.2527770398019082,
            "pvalue": 0.01392077976283138,
            "lower": 0.16477246148587366,
            "upper": 1.2423354747133188
          },
          {
            "event_time": 0,
            "estimate": -0.06271931387566829,
            "se": 0.295200085133679,
            "pvalue": 0.8346055135857878,
            "lower": -0.6919234011830556,
            "upper": 0.566484773431719
          },
          {
            "event_time": 1,
            "estimate": -0.13249711155838823,
            "se": 0.551290743039951,
            "pvalue": 0.8133205759219129,
            "lower": -1.3075455152822029,
            "upper": 1.0425512921654265
          },
          {
            "event_time": 2,
            "estimate": -0.3175125779815364,
            "se": 0.5629329732407885,
            "pvalue": 0.5810679109319059,
            "lower": -1.5173758079762285,
            "upper": 0.8823506520131557
          }
        ],
        "BJS / did2s": [
          {
            "event_time": -3,
            "estimate": 0.5008675984599691,
            "se": 0.31835088746403045,
            "pvalue": 0.1364967302317791,
            "lower": -0.17768125595379003,
            "upper": 1.179416452873728
          },
          {
            "event_time": -2,
            "estimate": 0.08928680852919597,
            "se": 0.15549638719001413,
            "pvalue": 0.5743396147557673,
            "lower": -0.24214589528314662,
            "upper": 0.42071951234153854
          },
          {
            "event_time": -1,
            "estimate": -0.04348162771612323,
            "se": 0.04105685275804347,
            "pvalue": 0.3063299555221244,
            "lower": -0.13099223786936962,
            "upper": 0.04402898243712316
          },
          {
            "event_time": 0,
            "estimate": 0.046562670460084436,
            "se": 0.2763228940950042,
            "pvalue": 0.8684346563059268,
            "lower": -0.5424056365864743,
            "upper": 0.6355309775066432
          },
          {
            "event_time": 1,
            "estimate": 0.34185860307539306,
            "se": 0.47291506613530493,
            "pvalue": 0.4808768140572493,
            "lower": -0.666135999727074,
            "upper": 1.34985320587786
          },
          {
            "event_time": 2,
            "estimate": 0.09510363267277124,
            "se": 0.47833879574171684,
            "pvalue": 0.8450728220301739,
            "lower": -0.9244513761345217,
            "upper": 1.114658641480064
          }
        ],
        "Sun\u2013Abraham": [
          {
            "event_time": -3,
            "estimate": 1.03632952600787,
            "se": 0.6141498248125612,
            "pvalue": 0.11220032579369542,
            "lower": -0.2726998389944797,
            "upper": 2.3453588910102194
          },
          {
            "event_time": -2,
            "estimate": 0.4722217168808575,
            "se": 0.40448634334657874,
            "pvalue": 0.26124815365868587,
            "lower": -0.3899205158303432,
            "upper": 1.3343639495920583
          },
          {
            "event_time": 0,
            "estimate": 0.10249207814133449,
            "se": 0.2089708762826835,
            "pvalue": 0.6309045543615716,
            "lower": -0.3429188011466194,
            "upper": 0.5479029574292884
          },
          {
            "event_time": 1,
            "estimate": 0.26043324983878224,
            "se": 0.38972652972030775,
            "pvalue": 0.5141286438050549,
            "lower": -0.5702491848261562,
            "upper": 1.0911156845037207
          }
        ]
      },
      "target": {
        "event_times": [
          0.0,
          1.0
        ],
        "weights": [
          0.5802469135802469,
          0.41975308641975306
        ],
        "weighting": "observations"
      },
      "checks": {
        "did2s_vs_direct_imputation_max_post_difference": 5.551115123125783e-17,
        "package_aggregate_vs_estimable_cell_weights": 0.0,
        "saturated_vs_deviations_relative_rss_difference": 2.5843847059623775e-15
      },
      "inference": {
        "standard_errors": "Cluster-robust; did2s uses two-stage covariance",
        "confidence_intervals": "Pointwise t, clusters minus one degrees of freedom"
      },
      "f_test": {
        "F": 4.776582958805243,
        "df_num": 1,
        "df_den": 164,
        "pvalue": 0.030267294207242283,
        "log10_pvalue": -1.5190264017519743,
        "inference": "Homoskedastic nested-model F",
        "observations": 191,
        "design_columns": 8,
        "restricted_design_columns": 7,
        "fixed_effect_rank": 19,
        "covariance_rank": 1,
        "rss_unrestricted": 164.9621437831962,
        "rss_restricted": 169.766749666384,
        "test_horizon": null,
        "reference_cohort": 2,
        "pyfixest": "0.27.0",
        "formulaic": "1.0.2",
        "design_head": {
          "index": [
            0,
            1,
            2,
            3,
            4
          ],
          "columns": [
            "C(rel_time, contr.treatment(base=-1.0))[T.-3.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.-2.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.0.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.1.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.2.0]",
            "C(rel_time, contr.treatment(base=-1.0))[T.-2.0]:cohort_dummy_3"
          ],
          "data": [
            [
              -0.10936564560306679,
              -0.278110364291428,
              0.056739691207750124,
              -0.10634784520154088,
              -0.12240887705435013,
              -0.29928572174095064
            ],
            [
              -0.10936564560306679,
              -0.278110364291428,
              0.056739691207750124,
              -0.10634784520154088,
              -0.12240887705435013,
              -0.29928572174095064
            ],
            [
              0.0044651679945906676,
              -0.0773968607102083,
              0.518367373895039,
              -0.18888857674667817,
              -0.15071959653936487,
              0.016916391504693016
            ],
            [
              0.0044651679945906676,
              -0.0773968607102083,
              0.518367373895039,
              -0.18888857674667817,
              -0.15071959653936487,
              0.016916391504693016
            ],
            [
              0.0044651679945906676,
              -0.0773968607102083,
              0.518367373895039,
              -0.18888857674667817,
              -0.15071959653936487,
              0.016916391504693016
            ]
          ]
        },
        "formula": "y~i(rel_time,ref=-1.0)+i(rel_time,cohort_dummy_3,ref=-1.0)+i(rel_time,cohort_dummy_4,ref=-1.0)|unit+time_fe",
        "restriction_names": [
          "C(rel_time, contr.treatment(base=-1.0))[T.1.0]:cohort_dummy_3"
        ],
        "deviations": [
          {
            "event_time": -2.0,
            "cohort": 3,
            "estimate": -1.0962166262893125
          },
          {
            "event_time": 0.0,
            "cohort": 3,
            "estimate": -0.183892261268609
          },
          {
            "event_time": 1.0,
            "cohort": 3,
            "estimate": -1.721701680155872
          }
        ]
      }
    }
  },
  "code_sha256": {
    "replication_engine.py": "a84197989fc6e453d28f8a12b14fdabaee204780a523db7d585b9004c6231de4",
    "reference_f_test.py": "26f3d65e1ff59d46f05bb28011b2ed34b9ee150f04c47c144dd6836a4d75d6f0",
    "sparse_did2s.py": "a348042269b0077dd2916898779f992f0b5fc2971edfee8b0118d3af715eaafb"
  }
}