{
 "record_id": "4f4475636117754066fcc0578aecfcf69e646566",
 "eligible": true,
 "exclusion_reason": null,
 "study": {
  "title": "Modelling the impact of wind farms on house prices in the UK",
  "year": 2008,
  "doi": "10.3846/1648-715x.2008.12.251-269",
  "country": "United Kingdom",
  "region_city": "Cornwall (St Breock / Bears Down area, houses within half a mile of a 16-turbine wind farm)",
  "sample_start": 2000,
  "sample_end": 2007,
  "property_type": "single_family",
  "price_type": "transaction",
  "data_source": "201 sales transactions of houses within 0.5 mile of a 16-turbine wind farm (Land Registry style sales data); 199 used after dropping 2 outliers",
  "document_type": "journal",
  "estimators": [
   "OLS"
  ],
  "spatial_method": "none (postcode location dummies)",
  "time_fe": true,
  "location_fe": true,
  "se_type": "OLS",
  "n_obs_total": 199,
  "ai_methods": [],
  "notes": "International Journal of Strategic Property Management 12(4), 251-269. SPSS OLS; tables print B, Std. Error, standardized Beta and Sig. (p-value) in columns. Year-of-sale dummies (year01-year07), postcode location dummies (toploction/medloction) and a linear time trend (months since 1/1/2000, printed .000) are not extracted. Reference categories: semi-detached, on-road parking, vista of houses, no view of wind farm, year 2000, low location."
 },
 "models": [
  {
   "model_id": "T5-c1",
   "table": "5",
   "column": "1",
   "page": 13,
   "dep_var": "ln(house price, GBP)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 199,
   "r2": null,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "All independent variables (model with multicollinearity, VIF>10 for Bed3&4 and location dummies)"
  },
  {
   "model_id": "T6-c1",
   "table": "6",
   "column": "1",
   "page": 14,
   "dep_var": "ln(house price, GBP)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 199,
   "r2": 0.975,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Model after removing medlocation and adding interactions (R2 0.975 from Table 7, adj. R2 0.971)"
  }
 ],
 "coefficients": [
  {
   "model_id": "T5-c1",
   "var_name_printed": "Terrace",
   "taxonomy_id": "dwelling_type",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.063,
   "se": 0.015,
   "t": null,
   "p": 0.0,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "high",
   "notes": "terrace house vs semi-detached (reference)"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "offroad",
   "taxonomy_id": "parking",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.011,
   "se": 0.02,
   "t": null,
   "p": 0.585,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "high",
   "notes": "off-road parking vs on-road"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "FVista2",
   "taxonomy_id": "view",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.045,
   "se": 0.039,
   "t": null,
   "p": 0.253,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "high",
   "notes": "front vista = field (ref: houses)"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "FVista3",
   "taxonomy_id": "view",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.132,
   "se": 0.075,
   "t": null,
   "p": 0.079,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "high",
   "notes": "front vista = countryside (ref: houses)"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "RVista2",
   "taxonomy_id": "view",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.069,
   "se": 0.051,
   "t": null,
   "p": 0.175,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "high",
   "notes": "rear vista = field (ref: houses)"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "RVista3",
   "taxonomy_id": "view",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.004,
   "se": 0.036,
   "t": null,
   "p": 0.91,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "high",
   "notes": "rear vista = countryside (ref: houses)"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "RVista4",
   "taxonomy_id": "view",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.041,
   "se": 0.038,
   "t": null,
   "p": 0.281,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "high",
   "notes": "rear vista = sea (ref: houses)"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "fWF1",
   "taxonomy_id": "hazard_site",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.024,
   "se": 0.065,
   "t": null,
   "p": 0.714,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "high",
   "notes": "partial/full view of 1 wind turbine from front of house (ref: no view)"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "fWF3",
   "taxonomy_id": "hazard_site",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.007,
   "se": 0.032,
   "t": null,
   "p": 0.813,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "high",
   "notes": "view of up to 2 turbines from front of house (ref: no view)"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "FscreenV",
   "taxonomy_id": "hazard_site",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.1,
   "se": 0.046,
   "t": null,
   "p": 0.033,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "high",
   "notes": "screened view of wind farm from front"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "FsideV",
   "taxonomy_id": "hazard_site",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.16,
   "se": 0.04,
   "t": null,
   "p": 0.0,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "high",
   "notes": "side view of wind farm from front"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "RfacingV",
   "taxonomy_id": "hazard_site",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.042,
   "se": 0.035,
   "t": null,
   "p": 0.233,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "high",
   "notes": "facing view of wind farm from rear of house"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "newH",
   "taxonomy_id": "age",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.015,
   "se": 0.026,
   "t": null,
   "p": 0.56,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "high",
   "notes": "new-build dummy (not age in years)"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "Bed3&4",
   "taxonomy_id": "bedrooms",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.055,
   "se": 0.043,
   "t": null,
   "p": 0.204,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "high",
   "notes": "dummy for 3- or 4-bedroom house vs 2-bedroom; VIF 13.9"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "DistMetre",
   "taxonomy_id": "hazard_site",
   "x_transform": "level",
   "x_unit": "m",
   "beta": 0.0,
   "se": null,
   "t": null,
   "p": 0.559,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "low",
   "notes": "Distance to wind farm in metres; B and Std. Error both printed as .000 (rounded to 3 dp), standardized beta .019; unusable magnitude"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "Terrace",
   "taxonomy_id": "dwelling_type",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.073,
   "se": 0.017,
   "t": null,
   "p": 0.0,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "high",
   "notes": "terrace vs semi-detached"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "offroad",
   "taxonomy_id": "parking",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.013,
   "se": 0.02,
   "t": null,
   "p": 0.523,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "high",
   "notes": "off-road parking vs on-road"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "FVista2",
   "taxonomy_id": "view",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.04,
   "se": 0.038,
   "t": null,
   "p": 0.295,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "high",
   "notes": "front vista = field"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "FVista3",
   "taxonomy_id": "view",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.038,
   "se": 0.08,
   "t": null,
   "p": 0.636,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "high",
   "notes": "front vista = countryside"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "RVista2",
   "taxonomy_id": "view",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.024,
   "se": 0.055,
   "t": null,
   "p": 0.663,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "high",
   "notes": "rear vista = field"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "RVista3",
   "taxonomy_id": "view",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.011,
   "se": 0.035,
   "t": null,
   "p": 0.749,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "high",
   "notes": "rear vista = countryside"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "RVista4",
   "taxonomy_id": "view",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.022,
   "se": 0.036,
   "t": null,
   "p": 0.551,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "high",
   "notes": "rear vista = sea"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "fWF1",
   "taxonomy_id": "hazard_site",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.026,
   "se": 0.061,
   "t": null,
   "p": 0.675,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "high",
   "notes": "partial/full view of 1 wind turbine from front (ref: no view)"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "FscreenV",
   "taxonomy_id": "hazard_site",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.1,
   "se": 0.041,
   "t": null,
   "p": 0.016,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "high",
   "notes": "screened view of wind farm from front"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "FsideV",
   "taxonomy_id": "hazard_site",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.261,
   "se": 0.063,
   "t": null,
   "p": 0.0,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "high",
   "notes": "side view of wind farm from front"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "FfacingV",
   "taxonomy_id": "hazard_site",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.013,
   "se": 0.031,
   "t": null,
   "p": 0.685,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "high",
   "notes": "facing view of wind farm from front"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "RfacingV",
   "taxonomy_id": "hazard_site",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.074,
   "se": 0.036,
   "t": null,
   "p": 0.041,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "high",
   "notes": "facing view of wind farm from rear"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "newH",
   "taxonomy_id": "age",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.021,
   "se": 0.024,
   "t": null,
   "p": 0.394,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "high",
   "notes": "new-build dummy (not age in years)"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "Bed3",
   "taxonomy_id": "bedrooms",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.012,
   "se": 0.028,
   "t": null,
   "p": 0.684,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "high",
   "notes": "dummy for 3-bedroom house vs 2-bedroom"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "DistMetre",
   "taxonomy_id": "hazard_site",
   "x_transform": "level",
   "x_unit": "m",
   "beta": 7.426e-05,
   "se": null,
   "t": null,
   "p": 0.707,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "medium",
   "notes": "Distance to wind farm in metres; Std. Error printed as .000 (rounded), standardized beta .012"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "trsviewint",
   "taxonomy_id": "hazard_site",
   "x_transform": "other",
   "x_unit": "binary",
   "beta": 0.086,
   "se": 0.037,
   "t": null,
   "p": 0.021,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "high",
   "notes": "Interaction terrace x RfacingV (facing view of wind farm from rear)"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "sidrfint",
   "taxonomy_id": "hazard_site",
   "x_transform": "other",
   "x_unit": "binary",
   "beta": -0.113,
   "se": 0.07,
   "t": null,
   "p": 0.108,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "high",
   "notes": "Interaction FsideV x FfacingV (side and front-facing views of wind farm)"
  }
 ]
}