{
 "record_id": "5cf7ffdc50779ba179e5d6c37bf66eba2f4f8109",
 "eligible": true,
 "exclusion_reason": null,
 "study": {
  "title": "The value capture potential of the Lisbon Subway",
  "year": 2012,
  "doi": "10.5198/jtlu.v5i1.251",
  "country": "Portugal",
  "region_city": "Lisbon (municipality / metropolitan area)",
  "sample_start": 2007,
  "sample_end": 2007,
  "property_type": "mixed",
  "price_type": "listing",
  "data_source": "Online realtor database (Imokapa Vector), asking prices of residential properties for sale in February 2007; 8,742 complete residential records",
  "document_type": "journal",
  "estimators": [
   "spatial_lag"
  ],
  "spatial_method": "spatial lag of log price (500 m influence area)",
  "time_fe": false,
  "location_fe": false,
  "se_type": "unknown",
  "n_obs_total": 8742,
  "ai_methods": [],
  "notes": "Table 3 reproduces the residential spatial hedonic model calibrated in Martinez & Viegas (2009) — POSSIBLE DUPLICATE with that earlier record; N is not printed in the table (8,742 = size of the 2007 residential dataset described on p.6). Semi-log specification ln(P) with spatial lag rho=0.3561. Coef. and Std. Error columns; ***/**/* = 1/5/10%. Accessibility variables are decreasing impedance functions (higher = closer): 2MAccess/1MAccess walking distance to two closest / closest subway line; Network1/2/3 Euclidean distance to nearest node of road hierarchy levels 1 (motorways), 2 (ring/radial), 3 (urban distribution); Sintra/Cascais walking time to commuter-rail stations. Age2/Age3 are building age classes (definitions not printed). The retail & office model in the same table was not extracted (non-residential)."
 },
 "models": [
  {
   "model_id": "T3-res",
   "table": "3",
   "column": "Residential model (Martinez and Viegas 2009)",
   "page": 7,
   "dep_var": "ln(asking price)",
   "dep_transform": "log",
   "estimator": "spatial_lag",
   "n_obs": 8742,
   "r2": 0.795,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "residential properties, Lisbon; pseudo R2"
  }
 ],
 "coefficients": [
  {
   "model_id": "T3-res",
   "var_name_printed": "Bedrooms",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.0427,
   "se": 0.003,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T3-res",
   "var_name_printed": "House",
   "taxonomy_id": "dwelling_type",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.1685,
   "se": 0.0154,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "House (vs apartment)"
  },
  {
   "model_id": "T3-res",
   "var_name_printed": "Floor",
   "taxonomy_id": "floor_level",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.0155,
   "se": 0.0009,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T3-res",
   "var_name_printed": "Area",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.0064,
   "se": 0.0001,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T3-res",
   "var_name_printed": "Age2",
   "taxonomy_id": "age",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.1034,
   "se": 0.0063,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Building age class 2 (class bounds not printed)"
  },
  {
   "model_id": "T3-res",
   "var_name_printed": "Age3",
   "taxonomy_id": "age",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.0729,
   "se": 0.0068,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Building age class 3 (class bounds not printed)"
  },
  {
   "model_id": "T3-res",
   "var_name_printed": "Garage",
   "taxonomy_id": "garage",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.1126,
   "se": 0.0059,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Off-street parking inside property"
  },
  {
   "model_id": "T3-res",
   "var_name_printed": "Educational Index",
   "taxonomy_id": "education_level",
   "x_transform": "level",
   "x_unit": "index",
   "beta": 0.416,
   "se": 0.0225,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Neighbourhood education level indicator"
  },
  {
   "model_id": "T3-res",
   "var_name_printed": "Entropy Index",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "index",
   "beta": 0.2312,
   "se": 0.0234,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Land-use mixture (entropy) indicator"
  },
  {
   "model_id": "T3-res",
   "var_name_printed": "2MAccess",
   "taxonomy_id": "transit_distance",
   "x_transform": "other",
   "x_unit": "index",
   "beta": 0.0916,
   "se": 0.0133,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Impedance function of walking distance to the two closest subway lines (higher = closer)"
  },
  {
   "model_id": "T3-res",
   "var_name_printed": "1Maccess",
   "taxonomy_id": "transit_distance",
   "x_transform": "other",
   "x_unit": "index",
   "beta": 0.0652,
   "se": 0.0084,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Impedance function of walking distance to closest subway line (higher = closer)"
  },
  {
   "model_id": "T3-res",
   "var_name_printed": "Network1",
   "taxonomy_id": "highway_distance",
   "x_transform": "other",
   "x_unit": "index",
   "beta": -0.0732,
   "se": 0.0069,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Impedance of distance to nearest motorway node (higher = closer)"
  },
  {
   "model_id": "T3-res",
   "var_name_printed": "Network2",
   "taxonomy_id": "highway_distance",
   "x_transform": "other",
   "x_unit": "index",
   "beta": 0.0458,
   "se": 0.0064,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Impedance of distance to nearest ring/radial road node (higher = closer)"
  },
  {
   "model_id": "T3-res",
   "var_name_printed": "Network3",
   "taxonomy_id": "highway_distance",
   "x_transform": "other",
   "x_unit": "index",
   "beta": -0.038,
   "se": 0.006,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Impedance of distance to nearest urban distribution road node (higher = closer)"
  },
  {
   "model_id": "T3-res",
   "var_name_printed": "Sintra",
   "taxonomy_id": "transit_distance",
   "x_transform": "other",
   "x_unit": "index",
   "beta": -0.0614,
   "se": 0.0134,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Impedance of walking time to Sintra commuter-rail stations (higher = closer)"
  },
  {
   "model_id": "T3-res",
   "var_name_printed": "Cascais",
   "taxonomy_id": "transit_distance",
   "x_transform": "other",
   "x_unit": "index",
   "beta": 0.1517,
   "se": 0.0259,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Impedance of walking time to Cascais commuter-rail stations (higher = closer)"
  }
 ]
}