{
 "record_id": "7e1fb30ea0df3365f3fc36da9a0ba3d2741cb1a8",
 "eligible": true,
 "exclusion_reason": null,
 "study": {
  "title": "Net benefits of urban slums redevelopment policies on the value of adjacent residential property",
  "year": 2021,
  "doi": "10.3846/ijspm.2021.14570",
  "country": "Pakistan",
  "region_city": "Islamabad",
  "sample_start": null,
  "sample_end": null,
  "property_type": "single_family",
  "price_type": "rent",
  "data_source": "Field survey of 504 single-family houses (30 per 250 m distance ring around 6 slum sites), self-reported monthly ground-floor rent; GPS distances via ArcGIS",
  "document_type": "journal",
  "estimators": [
   "OLS"
  ],
  "spatial_method": "none",
  "time_fe": false,
  "location_fe": false,
  "se_type": "unknown",
  "n_obs_total": 504,
  "ai_methods": [],
  "notes": "Survey year not stated (manuscript received May 2020). Three samples: existing slum sites (n=163, Table 4), upgraded slum sites (n=173, Table 5), evicted slum sites (n=168, Table 6), each with a linear and a log-linear (semi-log) model. Tables print coefficient, Std. Err. and t-value in separate columns. Several printed coefficients have a sign inconsistent with the printed t-value or with the text (e.g. Table 5 house age +0.0045 with t = -4.35; distance to CBD positive with negative t; Table 4 visibility positive although text reports a 15% discount); such rows are flagged medium confidence. Distances in km (descriptives Table 3), house size in square yards, age in years. Star legend: * 5%, ** 1%."
 },
 "models": [
  {
   "model_id": "T4-lin",
   "table": "4",
   "column": "Linear model",
   "page": 7,
   "dep_var": "monthly house rent (PKR)",
   "dep_transform": "level",
   "estimator": "OLS",
   "n_obs": 163,
   "r2": 0.9547,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Houses around existing (unimproved) slum sites"
  },
  {
   "model_id": "T4-log",
   "table": "4",
   "column": "Log-linear model",
   "page": 7,
   "dep_var": "log monthly house rent (PKR)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 163,
   "r2": 0.9466,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Houses around existing (unimproved) slum sites"
  },
  {
   "model_id": "T5-lin",
   "table": "5",
   "column": "Linear model",
   "page": 8,
   "dep_var": "monthly house rent (PKR)",
   "dep_transform": "level",
   "estimator": "OLS",
   "n_obs": 173,
   "r2": 0.9441,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Houses around upgraded slum sites"
  },
  {
   "model_id": "T5-log",
   "table": "5",
   "column": "Log-linear model",
   "page": 8,
   "dep_var": "log monthly house rent (PKR)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 173,
   "r2": 0.9193,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Houses around upgraded slum sites"
  },
  {
   "model_id": "T6-lin",
   "table": "6",
   "column": "Linear model",
   "page": 9,
   "dep_var": "monthly house rent (PKR)",
   "dep_transform": "level",
   "estimator": "OLS",
   "n_obs": 168,
   "r2": 0.8817,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Houses around evicted/demolished slum sites"
  },
  {
   "model_id": "T6-log",
   "table": "6",
   "column": "Log-linear model",
   "page": 9,
   "dep_var": "log monthly house rent (PKR)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 168,
   "r2": 0.8683,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Houses around evicted/demolished slum sites"
  }
 ],
 "coefficients": [
  {
   "model_id": "T4-lin",
   "var_name_printed": "House age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": 66.18976,
   "se": 33.64222,
   "t": 1.97,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T4-log",
   "var_name_printed": "House age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": 0.0018017,
   "se": 0.0008823,
   "t": 2.04,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T5-lin",
   "var_name_printed": "House age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": 166.016,
   "se": 45.90104,
   "t": 3.62,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T5-log",
   "var_name_printed": "House age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": 0.0045487,
   "se": 0.0010464,
   "t": -4.35,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "medium",
   "notes": "printed coefficient sign disagrees with printed t-value sign"
  },
  {
   "model_id": "T6-lin",
   "var_name_printed": "House age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": 71.68437,
   "se": 38.28094,
   "t": 1.87,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T6-log",
   "var_name_printed": "House age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": 0.0013215,
   "se": 0.0010493,
   "t": -1.26,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "medium",
   "notes": "printed coefficient sign disagrees with printed t-value sign"
  },
  {
   "model_id": "T4-lin",
   "var_name_printed": "House unit size",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "sq_yard",
   "beta": 79.99556,
   "se": 4.551541,
   "t": 17.58,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Area covered by housing unit in square yards (1 sq yard = 0.836 m2)"
  },
  {
   "model_id": "T4-log",
   "var_name_printed": "House unit size",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "sq_yard",
   "beta": 0.0013917,
   "se": 0.0001194,
   "t": 11.66,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Area covered by housing unit in square yards (1 sq yard = 0.836 m2)"
  },
  {
   "model_id": "T5-lin",
   "var_name_printed": "House unit size",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "sq_yard",
   "beta": 65.67229,
   "se": 4.548889,
   "t": 14.44,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Area covered by housing unit in square yards (1 sq yard = 0.836 m2)"
  },
  {
   "model_id": "T5-log",
   "var_name_printed": "House unit size",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "sq_yard",
   "beta": 0.0009076,
   "se": 0.0001037,
   "t": 8.75,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Area covered by housing unit in square yards (1 sq yard = 0.836 m2)"
  },
  {
   "model_id": "T6-lin",
   "var_name_printed": "House unit size",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "sq_yard",
   "beta": 77.49149,
   "se": 5.64242,
   "t": 13.73,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Area covered by housing unit in square yards (1 sq yard = 0.836 m2)"
  },
  {
   "model_id": "T6-log",
   "var_name_printed": "House unit size",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "sq_yard",
   "beta": 0.001857,
   "se": 0.0001547,
   "t": 12.01,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Area covered by housing unit in square yards (1 sq yard = 0.836 m2)"
  },
  {
   "model_id": "T4-lin",
   "var_name_printed": "Bedrooms",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 1690.173,
   "se": 554.19,
   "t": 3.05,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T4-log",
   "var_name_printed": "Bedrooms",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.0420453,
   "se": 0.0145349,
   "t": 2.89,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T5-lin",
   "var_name_printed": "Bedrooms",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 2041.083,
   "se": 718.7292,
   "t": 2.84,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T5-log",
   "var_name_printed": "Bedrooms",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.0488116,
   "se": 0.0163849,
   "t": 2.98,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T6-lin",
   "var_name_printed": "Bedrooms",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 1596.682,
   "se": 413.7285,
   "t": 3.86,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T6-log",
   "var_name_printed": "Bedrooms",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.0443812,
   "se": 0.0113403,
   "t": 3.91,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T4-lin",
   "var_name_printed": "Drawing room",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 2549.089,
   "se": 852.2414,
   "t": 2.99,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Dummy: presence of a drawing room (guest room)"
  },
  {
   "model_id": "T4-log",
   "var_name_printed": "Drawing room",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0834143,
   "se": 0.0223519,
   "t": 3.73,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Dummy: presence of a drawing room (guest room)"
  },
  {
   "model_id": "T5-lin",
   "var_name_printed": "Drawing room",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 3378.79,
   "se": 1378.357,
   "t": 2.45,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy: presence of a drawing room (guest room)"
  },
  {
   "model_id": "T5-log",
   "var_name_printed": "Drawing room",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.067677,
   "se": 0.0314224,
   "t": 2.15,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy: presence of a drawing room (guest room)"
  },
  {
   "model_id": "T6-lin",
   "var_name_printed": "Drawing room",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 950.7497,
   "se": 585.3236,
   "t": 1.62,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dummy: presence of a drawing room (guest room)"
  },
  {
   "model_id": "T6-log",
   "var_name_printed": "Drawing room",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.033505,
   "se": 0.0160437,
   "t": 2.09,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dummy: presence of a drawing room (guest room)"
  },
  {
   "model_id": "T4-lin",
   "var_name_printed": "Bathrooms",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 734.8915,
   "se": 620.7361,
   "t": 1.18,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T4-log",
   "var_name_printed": "Bathrooms",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.0181466,
   "se": 0.0162802,
   "t": 1.11,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T5-lin",
   "var_name_printed": "Bathrooms",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 894.3884,
   "se": 678.3305,
   "t": 1.32,
   "p": null,
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   "ci_lo": null,
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   "page": 8,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T5-log",
   "var_name_printed": "Bathrooms",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.0122106,
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   "ci_lo": null,
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   "page": 8,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T6-lin",
   "var_name_printed": "Bathrooms",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 951.5119,
   "se": 460.7668,
   "t": 2.07,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T6-log",
   "var_name_printed": "Bathrooms",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.0222714,
   "se": 0.0126296,
   "t": 1.76,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T4-lin",
   "var_name_printed": "TV lounge",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 2003.42,
   "se": 953.2602,
   "t": 2.1,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Dummy: presence of a TV lounge / living area"
  },
  {
   "model_id": "T4-log",
   "var_name_printed": "TV lounge",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.087841,
   "se": 0.0250014,
   "t": 3.51,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Dummy: presence of a TV lounge / living area"
  },
  {
   "model_id": "T5-lin",
   "var_name_printed": "TV lounge",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 1652.742,
   "se": 1157.746,
   "t": 1.43,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy: presence of a TV lounge / living area"
  },
  {
   "model_id": "T5-log",
   "var_name_printed": "TV lounge",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0591468,
   "se": 0.0263932,
   "t": 2.24,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy: presence of a TV lounge / living area"
  },
  {
   "model_id": "T6-lin",
   "var_name_printed": "TV lounge",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 1137.778,
   "se": 511.8009,
   "t": 2.22,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dummy: presence of a TV lounge / living area"
  },
  {
   "model_id": "T6-log",
   "var_name_printed": "TV lounge",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0327429,
   "se": 0.0140285,
   "t": 2.33,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dummy: presence of a TV lounge / living area"
  },
  {
   "model_id": "T4-lin",
   "var_name_printed": "Garage",
   "taxonomy_id": "garage",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 977.9888,
   "se": 707.9799,
   "t": 1.38,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Garage/parking space dummy"
  },
  {
   "model_id": "T4-log",
   "var_name_printed": "Garage",
   "taxonomy_id": "garage",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0537868,
   "se": 0.0185684,
   "t": 2.9,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Garage/parking space dummy"
  },
  {
   "model_id": "T5-lin",
   "var_name_printed": "Garage",
   "taxonomy_id": "garage",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 1545.144,
   "se": 1140.948,
   "t": 1.35,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Garage/parking space dummy"
  },
  {
   "model_id": "T5-log",
   "var_name_printed": "Garage",
   "taxonomy_id": "garage",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0643446,
   "se": 0.0260102,
   "t": 2.47,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Garage/parking space dummy"
  },
  {
   "model_id": "T6-lin",
   "var_name_printed": "Garage",
   "taxonomy_id": "garage",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 1375.326,
   "se": 527.7794,
   "t": 2.61,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Garage/parking space dummy"
  },
  {
   "model_id": "T6-log",
   "var_name_printed": "Garage",
   "taxonomy_id": "garage",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0337009,
   "se": 0.0144664,
   "t": 2.33,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Garage/parking space dummy"
  },
  {
   "model_id": "T4-lin",
   "var_name_printed": "Servant quarter",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 2646.275,
   "se": 671.7168,
   "t": 3.94,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Dummy: servant quarter in home"
  },
  {
   "model_id": "T4-log",
   "var_name_printed": "Servant quarter",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0585302,
   "se": 0.0176173,
   "t": 3.32,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Dummy: servant quarter in home"
  },
  {
   "model_id": "T5-lin",
   "var_name_printed": "Servant quarter",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 3936.82,
   "se": 1136.299,
   "t": 3.46,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy: servant quarter in home"
  },
  {
   "model_id": "T5-log",
   "var_name_printed": "Servant quarter",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.088549,
   "se": 0.0259043,
   "t": 3.42,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy: servant quarter in home"
  },
  {
   "model_id": "T6-lin",
   "var_name_printed": "Servant quarter",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 2524.987,
   "se": 631.1266,
   "t": 4.0,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dummy: servant quarter in home"
  },
  {
   "model_id": "T6-log",
   "var_name_printed": "Servant quarter",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0794629,
   "se": 0.0172992,
   "t": 4.59,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dummy: servant quarter in home"
  },
  {
   "model_id": "T4-lin",
   "var_name_printed": "Lawn",
   "taxonomy_id": "garden",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 1815.562,
   "se": 679.3289,
   "t": 2.67,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Dummy: presence of a lawn"
  },
  {
   "model_id": "T4-log",
   "var_name_printed": "Lawn",
   "taxonomy_id": "garden",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0913645,
   "se": 0.0178169,
   "t": 5.13,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Dummy: presence of a lawn"
  },
  {
   "model_id": "T5-lin",
   "var_name_printed": "Lawn",
   "taxonomy_id": "garden",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 2333.943,
   "se": 1089.434,
   "t": 2.14,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy: presence of a lawn"
  },
  {
   "model_id": "T5-log",
   "var_name_printed": "Lawn",
   "taxonomy_id": "garden",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0558746,
   "se": 0.0248359,
   "t": 2.25,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy: presence of a lawn"
  },
  {
   "model_id": "T6-lin",
   "var_name_printed": "Lawn",
   "taxonomy_id": "garden",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 1034.311,
   "se": 502.4433,
   "t": 2.06,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dummy: presence of a lawn"
  },
  {
   "model_id": "T6-log",
   "var_name_printed": "Lawn",
   "taxonomy_id": "garden",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0295001,
   "se": 0.013772,
   "t": 2.14,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dummy: presence of a lawn"
  },
  {
   "model_id": "T4-lin",
   "var_name_printed": "Distance to CBD",
   "taxonomy_id": "cbd_distance",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 1113.781,
   "se": 142.3801,
   "t": 7.82,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Distance from home to city centre (km); printed sign positive in all tables although expected negative and t-values negative in Tables 5-6"
  },
  {
   "model_id": "T4-log",
   "var_name_printed": "Distance to CBD",
   "taxonomy_id": "cbd_distance",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 0.0122385,
   "se": 0.0037342,
   "t": 3.28,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Distance from home to city centre (km); printed sign positive in all tables although expected negative and t-values negative in Tables 5-6"
  },
  {
   "model_id": "T5-lin",
   "var_name_printed": "Distance to CBD",
   "taxonomy_id": "cbd_distance",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 4085.165,
   "se": 808.8975,
   "t": 5.05,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Distance from home to city centre (km); printed sign positive in all tables although expected negative and t-values negative in Tables 5-6"
  },
  {
   "model_id": "T5-log",
   "var_name_printed": "Distance to CBD",
   "taxonomy_id": "cbd_distance",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 0.1300239,
   "se": 0.0184405,
   "t": -7.05,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "medium",
   "notes": "Distance from home to city centre (km); printed sign positive in all tables although expected negative and t-values negative in Tables 5-6; printed coefficient sign disagrees with printed t-value sign"
  },
  {
   "model_id": "T6-lin",
   "var_name_printed": "Distance to CBD",
   "taxonomy_id": "cbd_distance",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 809.7306,
   "se": 330.3623,
   "t": 2.45,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Distance from home to city centre (km); printed sign positive in all tables although expected negative and t-values negative in Tables 5-6"
  },
  {
   "model_id": "T6-log",
   "var_name_printed": "Distance to CBD",
   "taxonomy_id": "cbd_distance",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 0.0184054,
   "se": 0.0090552,
   "t": -2.03,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "medium",
   "notes": "Distance from home to city centre (km); printed sign positive in all tables although expected negative and t-values negative in Tables 5-6; printed coefficient sign disagrees with printed t-value sign"
  },
  {
   "model_id": "T4-lin",
   "var_name_printed": "Distance to school",
   "taxonomy_id": "school_distance",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 1324.727,
   "se": 1594.824,
   "t": 0.83,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T4-log",
   "var_name_printed": "Distance to school",
   "taxonomy_id": "school_distance",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 0.0751735,
   "se": 0.0418278,
   "t": 1.8,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T5-lin",
   "var_name_printed": "Distance to school",
   "taxonomy_id": "school_distance",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 2238.825,
   "se": 1076.843,
   "t": 2.08,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T5-log",
   "var_name_printed": "Distance to school",
   "taxonomy_id": "school_distance",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 0.0511055,
   "se": 0.0245488,
   "t": -2.08,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "medium",
   "notes": "printed coefficient sign disagrees with printed t-value sign"
  },
  {
   "model_id": "T6-lin",
   "var_name_printed": "Distance to school",
   "taxonomy_id": "school_distance",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 1809.456,
   "se": 688.3523,
   "t": 2.63,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T6-log",
   "var_name_printed": "Distance to school",
   "taxonomy_id": "school_distance",
   "x_transform": "level",
   "x_unit": "km",
   "beta": -0.0361071,
   "se": 0.0188677,
   "t": -1.91,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T4-lin",
   "var_name_printed": "Distance to park",
   "taxonomy_id": "green_space",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 3562.901,
   "se": 999.7477,
   "t": 3.56,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Distance from housing unit to park (km)"
  },
  {
   "model_id": "T4-log",
   "var_name_printed": "Distance to park",
   "taxonomy_id": "green_space",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 0.1086817,
   "se": 0.0262206,
   "t": 4.14,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Distance from housing unit to park (km)"
  },
  {
   "model_id": "T5-lin",
   "var_name_printed": "Distance to park",
   "taxonomy_id": "green_space",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 2816.003,
   "se": 1211.215,
   "t": 2.32,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Distance from housing unit to park (km)"
  },
  {
   "model_id": "T5-log",
   "var_name_printed": "Distance to park",
   "taxonomy_id": "green_space",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 0.086923,
   "se": 0.0276121,
   "t": -3.15,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "medium",
   "notes": "Distance from housing unit to park (km); printed coefficient sign disagrees with printed t-value sign"
  },
  {
   "model_id": "T6-lin",
   "var_name_printed": "Distance to park",
   "taxonomy_id": "green_space",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 2949.794,
   "se": 1098.344,
   "t": -2.69,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "medium",
   "notes": "Distance from housing unit to park (km); printed coefficient sign disagrees with printed t-value sign"
  },
  {
   "model_id": "T6-log",
   "var_name_printed": "Distance to park",
   "taxonomy_id": "green_space",
   "x_transform": "level",
   "x_unit": "km",
   "beta": -0.0778371,
   "se": 0.0301056,
   "t": -2.59,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Distance from housing unit to park (km)"
  },
  {
   "model_id": "T4-lin",
   "var_name_printed": "Distance to slums",
   "taxonomy_id": "hazard_site",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 5894.832,
   "se": 1632.232,
   "t": 3.61,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Distance to existing (unimproved) slum site (km)"
  },
  {
   "model_id": "T4-log",
   "var_name_printed": "Distance to slums",
   "taxonomy_id": "hazard_site",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 0.1864864,
   "se": 0.0428089,
   "t": 4.36,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Distance to existing (unimproved) slum site (km)"
  },
  {
   "model_id": "T5-lin",
   "var_name_printed": "Distance to upgraded slums",
   "taxonomy_id": "hazard_site",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 6568.099,
   "se": 2070.675,
   "t": 3.17,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Distance to government-upgraded slum site (km)"
  },
  {
   "model_id": "T5-log",
   "var_name_printed": "Distance to upgraded slums",
   "taxonomy_id": "hazard_site",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 0.1258162,
   "se": 0.0472052,
   "t": 2.67,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Distance to government-upgraded slum site (km)"
  },
  {
   "model_id": "T6-lin",
   "var_name_printed": "Distance to evicted slums",
   "taxonomy_id": "hazard_site",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 2930.03,
   "se": 1490.882,
   "t": 1.97,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Distance to evicted/demolished slum site (km)"
  },
  {
   "model_id": "T6-log",
   "var_name_printed": "Distance to evicted slums",
   "taxonomy_id": "hazard_site",
   "x_transform": "level",
   "x_unit": "km",
   "beta": 0.0792828,
   "se": 0.0408651,
   "t": 1.94,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Distance to evicted/demolished slum site (km)"
  },
  {
   "model_id": "T4-lin",
   "var_name_printed": "Visibility",
   "taxonomy_id": "hazard_site",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 5985.225,
   "se": 1228.731,
   "t": 4.87,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Dummy: slum site visible from the house; Table 4 printed positive although text reports a ~15% rent discount"
  },
  {
   "model_id": "T4-log",
   "var_name_printed": "Visibility",
   "taxonomy_id": "hazard_site",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.151787,
   "se": 0.0322262,
   "t": 4.71,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Dummy: slum site visible from the house; Table 4 printed positive although text reports a ~15% rent discount"
  },
  {
   "model_id": "T5-lin",
   "var_name_printed": "Visibility",
   "taxonomy_id": "hazard_site",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 4921.391,
   "se": 1451.89,
   "t": 3.39,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy: slum site visible from the house; Table 4 printed positive although text reports a ~15% rent discount"
  },
  {
   "model_id": "T5-log",
   "var_name_printed": "Visibility",
   "taxonomy_id": "hazard_site",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.1080642,
   "se": 0.0330988,
   "t": -3.26,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy: slum site visible from the house; Table 4 printed positive although text reports a ~15% rent discount"
  },
  {
   "model_id": "T6-lin",
   "var_name_printed": "Visibility",
   "taxonomy_id": "hazard_site",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 2237.263,
   "se": 1077.658,
   "t": -2.08,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "medium",
   "notes": "Dummy: slum site visible from the house; Table 4 printed positive although text reports a ~15% rent discount; printed coefficient sign disagrees with printed t-value sign"
  },
  {
   "model_id": "T6-log",
   "var_name_printed": "Visibility",
   "taxonomy_id": "hazard_site",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.0676483,
   "se": 0.0295386,
   "t": -2.29,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dummy: slum site visible from the house; Table 4 printed positive although text reports a ~15% rent discount"
  }
 ]
}