1{2 "record_id": "4f4475636117754066fcc0578aecfcf69e646566",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "Modelling the impact of wind farms on house prices in the UK",7 "year": 2008,8 "doi": "10.3846/1648-715x.2008.12.251-269",9 "country": "United Kingdom",10 "region_city": "Cornwall (St Breock / Bears Down area, houses within half a mile of a 16-turbine wind farm)",11 "sample_start": 2000,12 "sample_end": 2007,13 "property_type": "single_family",14 "price_type": "transaction",15 "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",16 "document_type": "journal",17 "estimators": [18 "OLS"19 ],20 "spatial_method": "none (postcode location dummies)",21 "time_fe": true,22 "location_fe": true,23 "se_type": "OLS",24 "n_obs_total": 199,25 "ai_methods": [],26 "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."27 },28 "models": [29 {30 "model_id": "T5-c1",31 "table": "5",32 "column": "1",33 "page": 13,34 "dep_var": "ln(house price, GBP)",35 "dep_transform": "log",36 "estimator": "OLS",37 "n_obs": 199,38 "r2": null,39 "se_or_t_in_parentheses": "se",40 "sample_subset": "All independent variables (model with multicollinearity, VIF>10 for Bed3&4 and location dummies)"41 },42 {43 "model_id": "T6-c1",44 "table": "6",45 "column": "1",46 "page": 14,47 "dep_var": "ln(house price, GBP)",48 "dep_transform": "log",49 "estimator": "OLS",50 "n_obs": 199,51 "r2": 0.975,52 "se_or_t_in_parentheses": "se",53 "sample_subset": "Model after removing medlocation and adding interactions (R2 0.975 from Table 7, adj. R2 0.971)"54 }55 ],56 "coefficients": [57 {58 "model_id": "T5-c1",59 "var_name_printed": "Terrace",60 "taxonomy_id": "dwelling_type",61 "x_transform": "binary",62 "x_unit": "binary",63 "beta": -0.063,64 "se": 0.015,65 "t": null,66 "p": 0.0,67 "p_stars": "",68 "ci_lo": null,69 "ci_hi": null,70 "page": 13,71 "confidence": "high",72 "notes": "terrace house vs semi-detached (reference)"73 },74 {75 "model_id": "T5-c1",76 "var_name_printed": "offroad",77 "taxonomy_id": "parking",78 "x_transform": "binary",79 "x_unit": "binary",80 "beta": 0.011,81 "se": 0.02,82 "t": null,83 "p": 0.585,84 "p_stars": "",85 "ci_lo": null,86 "ci_hi": null,87 "page": 13,88 "confidence": "high",89 "notes": "off-road parking vs on-road"90 },91 {92 "model_id": "T5-c1",93 "var_name_printed": "FVista2",94 "taxonomy_id": "view",95 "x_transform": "binary",96 "x_unit": "binary",97 "beta": 0.045,98 "se": 0.039,99 "t": null,100 "p": 0.253,101 "p_stars": "",102 "ci_lo": null,103 "ci_hi": null,104 "page": 13,105 "confidence": "high",106 "notes": "front vista = field (ref: houses)"107 },108 {109 "model_id": "T5-c1",110 "var_name_printed": "FVista3",111 "taxonomy_id": "view",112 "x_transform": "binary",113 "x_unit": "binary",114 "beta": -0.132,115 "se": 0.075,116 "t": null,117 "p": 0.079,118 "p_stars": "",119 "ci_lo": null,120 "ci_hi": null,121 "page": 13,122 "confidence": "high",123 "notes": "front vista = countryside (ref: houses)"124 },125 {126 "model_id": "T5-c1",127 "var_name_printed": "RVista2",128 "taxonomy_id": "view",129 "x_transform": "binary",130 "x_unit": "binary",131 "beta": 0.069,132 "se": 0.051,133 "t": null,134 "p": 0.175,135 "p_stars": "",136 "ci_lo": null,137 "ci_hi": null,138 "page": 13,139 "confidence": "high",140 "notes": "rear vista = field (ref: houses)"141 },142 {143 "model_id": "T5-c1",144 "var_name_printed": "RVista3",145 "taxonomy_id": "view",146 "x_transform": "binary",147 "x_unit": "binary",148 "beta": -0.004,149 "se": 0.036,150 "t": null,151 "p": 0.91,152 "p_stars": "",153 "ci_lo": null,154 "ci_hi": null,155 "page": 13,156 "confidence": "high",157 "notes": "rear vista = countryside (ref: houses)"158 },159 {160 "model_id": "T5-c1",161 "var_name_printed": "RVista4",162 "taxonomy_id": "view",163 "x_transform": "binary",164 "x_unit": "binary",165 "beta": 0.041,166 "se": 0.038,167 "t": null,168 "p": 0.281,169 "p_stars": "",170 "ci_lo": null,171 "ci_hi": null,172 "page": 13,173 "confidence": "high",174 "notes": "rear vista = sea (ref: houses)"175 },176 {177 "model_id": "T5-c1",178 "var_name_printed": "fWF1",179 "taxonomy_id": "hazard_site",180 "x_transform": "binary",181 "x_unit": "binary",182 "beta": -0.024,183 "se": 0.065,184 "t": null,185 "p": 0.714,186 "p_stars": "",187 "ci_lo": null,188 "ci_hi": null,189 "page": 13,190 "confidence": "high",191 "notes": "partial/full view of 1 wind turbine from front of house (ref: no view)"192 },193 {194 "model_id": "T5-c1",195 "var_name_printed": "fWF3",196 "taxonomy_id": "hazard_site",197 "x_transform": "binary",198 "x_unit": "binary",199 "beta": -0.007,200 "se": 0.032,201 "t": null,202 "p": 0.813,203 "p_stars": "",204 "ci_lo": null,205 "ci_hi": null,206 "page": 13,207 "confidence": "high",208 "notes": "view of up to 2 turbines from front of house (ref: no view)"209 },210 {211 "model_id": "T5-c1",212 "var_name_printed": "FscreenV",213 "taxonomy_id": "hazard_site",214 "x_transform": "binary",215 "x_unit": "binary",216 "beta": 0.1,217 "se": 0.046,218 "t": null,219 "p": 0.033,220 "p_stars": "",221 "ci_lo": null,222 "ci_hi": null,223 "page": 13,224 "confidence": "high",225 "notes": "screened view of wind farm from front"226 },227 {228 "model_id": "T5-c1",229 "var_name_printed": "FsideV",230 "taxonomy_id": "hazard_site",231 "x_transform": "binary",232 "x_unit": "binary",233 "beta": 0.16,234 "se": 0.04,235 "t": null,236 "p": 0.0,237 "p_stars": "",238 "ci_lo": null,239 "ci_hi": null,240 "page": 13,241 "confidence": "high",242 "notes": "side view of wind farm from front"243 },244 {245 "model_id": "T5-c1",246 "var_name_printed": "RfacingV",247 "taxonomy_id": "hazard_site",248 "x_transform": "binary",249 "x_unit": "binary",250 "beta": -0.042,251 "se": 0.035,252 "t": null,253 "p": 0.233,254 "p_stars": "",255 "ci_lo": null,256 "ci_hi": null,257 "page": 13,258 "confidence": "high",259 "notes": "facing view of wind farm from rear of house"260 },261 {262 "model_id": "T5-c1",263 "var_name_printed": "newH",264 "taxonomy_id": "age",265 "x_transform": "dummy",266 "x_unit": "binary",267 "beta": -0.015,268 "se": 0.026,269 "t": null,270 "p": 0.56,271 "p_stars": "",272 "ci_lo": null,273 "ci_hi": null,274 "page": 13,275 "confidence": "high",276 "notes": "new-build dummy (not age in years)"277 },278 {279 "model_id": "T5-c1",280 "var_name_printed": "Bed3&4",281 "taxonomy_id": "bedrooms",282 "x_transform": "dummy",283 "x_unit": "binary",284 "beta": 0.055,285 "se": 0.043,286 "t": null,287 "p": 0.204,288 "p_stars": "",289 "ci_lo": null,290 "ci_hi": null,291 "page": 13,292 "confidence": "high",293 "notes": "dummy for 3- or 4-bedroom house vs 2-bedroom; VIF 13.9"294 },295 {296 "model_id": "T5-c1",297 "var_name_printed": "DistMetre",298 "taxonomy_id": "hazard_site",299 "x_transform": "level",300 "x_unit": "m",301 "beta": 0.0,302 "se": null,303 "t": null,304 "p": 0.559,305 "p_stars": "",306 "ci_lo": null,307 "ci_hi": null,308 "page": 13,309 "confidence": "low",310 "notes": "Distance to wind farm in metres; B and Std. Error both printed as .000 (rounded to 3 dp), standardized beta .019; unusable magnitude"311 },312 {313 "model_id": "T6-c1",314 "var_name_printed": "Terrace",315 "taxonomy_id": "dwelling_type",316 "x_transform": "binary",317 "x_unit": "binary",318 "beta": -0.073,319 "se": 0.017,320 "t": null,321 "p": 0.0,322 "p_stars": "",323 "ci_lo": null,324 "ci_hi": null,325 "page": 14,326 "confidence": "high",327 "notes": "terrace vs semi-detached"328 },329 {330 "model_id": "T6-c1",331 "var_name_printed": "offroad",332 "taxonomy_id": "parking",333 "x_transform": "binary",334 "x_unit": "binary",335 "beta": 0.013,336 "se": 0.02,337 "t": null,338 "p": 0.523,339 "p_stars": "",340 "ci_lo": null,341 "ci_hi": null,342 "page": 14,343 "confidence": "high",344 "notes": "off-road parking vs on-road"345 },346 {347 "model_id": "T6-c1",348 "var_name_printed": "FVista2",349 "taxonomy_id": "view",350 "x_transform": "binary",351 "x_unit": "binary",352 "beta": 0.04,353 "se": 0.038,354 "t": null,355 "p": 0.295,356 "p_stars": "",357 "ci_lo": null,358 "ci_hi": null,359 "page": 14,360 "confidence": "high",361 "notes": "front vista = field"362 },363 {364 "model_id": "T6-c1",365 "var_name_printed": "FVista3",366 "taxonomy_id": "view",367 "x_transform": "binary",368 "x_unit": "binary",369 "beta": -0.038,370 "se": 0.08,371 "t": null,372 "p": 0.636,373 "p_stars": "",374 "ci_lo": null,375 "ci_hi": null,376 "page": 14,377 "confidence": "high",378 "notes": "front vista = countryside"379 },380 {381 "model_id": "T6-c1",382 "var_name_printed": "RVista2",383 "taxonomy_id": "view",384 "x_transform": "binary",385 "x_unit": "binary",386 "beta": 0.024,387 "se": 0.055,388 "t": null,389 "p": 0.663,390 "p_stars": "",391 "ci_lo": null,392 "ci_hi": null,393 "page": 14,394 "confidence": "high",395 "notes": "rear vista = field"396 },397 {398 "model_id": "T6-c1",399 "var_name_printed": "RVista3",400 "taxonomy_id": "view",401 "x_transform": "binary",402 "x_unit": "binary",403 "beta": -0.011,404 "se": 0.035,405 "t": null,406 "p": 0.749,407 "p_stars": "",408 "ci_lo": null,409 "ci_hi": null,410 "page": 14,411 "confidence": "high",412 "notes": "rear vista = countryside"413 },414 {415 "model_id": "T6-c1",416 "var_name_printed": "RVista4",417 "taxonomy_id": "view",418 "x_transform": "binary",419 "x_unit": "binary",420 "beta": 0.022,421 "se": 0.036,422 "t": null,423 "p": 0.551,424 "p_stars": "",425 "ci_lo": null,426 "ci_hi": null,427 "page": 14,428 "confidence": "high",429 "notes": "rear vista = sea"430 },431 {432 "model_id": "T6-c1",433 "var_name_printed": "fWF1",434 "taxonomy_id": "hazard_site",435 "x_transform": "binary",436 "x_unit": "binary",437 "beta": -0.026,438 "se": 0.061,439 "t": null,440 "p": 0.675,441 "p_stars": "",442 "ci_lo": null,443 "ci_hi": null,444 "page": 14,445 "confidence": "high",446 "notes": "partial/full view of 1 wind turbine from front (ref: no view)"447 },448 {449 "model_id": "T6-c1",450 "var_name_printed": "FscreenV",451 "taxonomy_id": "hazard_site",452 "x_transform": "binary",453 "x_unit": "binary",454 "beta": 0.1,455 "se": 0.041,456 "t": null,457 "p": 0.016,458 "p_stars": "",459 "ci_lo": null,460 "ci_hi": null,461 "page": 14,462 "confidence": "high",463 "notes": "screened view of wind farm from front"464 },465 {466 "model_id": "T6-c1",467 "var_name_printed": "FsideV",468 "taxonomy_id": "hazard_site",469 "x_transform": "binary",470 "x_unit": "binary",471 "beta": 0.261,472 "se": 0.063,473 "t": null,474 "p": 0.0,475 "p_stars": "",476 "ci_lo": null,477 "ci_hi": null,478 "page": 14,479 "confidence": "high",480 "notes": "side view of wind farm from front"481 },482 {483 "model_id": "T6-c1",484 "var_name_printed": "FfacingV",485 "taxonomy_id": "hazard_site",486 "x_transform": "binary",487 "x_unit": "binary",488 "beta": 0.013,489 "se": 0.031,490 "t": null,491 "p": 0.685,492 "p_stars": "",493 "ci_lo": null,494 "ci_hi": null,495 "page": 14,496 "confidence": "high",497 "notes": "facing view of wind farm from front"498 },499 {500 "model_id": "T6-c1",501 "var_name_printed": "RfacingV",502 "taxonomy_id": "hazard_site",503 "x_transform": "binary",504 "x_unit": "binary",505 "beta": -0.074,506 "se": 0.036,507 "t": null,508 "p": 0.041,509 "p_stars": "",510 "ci_lo": null,511 "ci_hi": null,512 "page": 14,513 "confidence": "high",514 "notes": "facing view of wind farm from rear"515 },516 {517 "model_id": "T6-c1",518 "var_name_printed": "newH",519 "taxonomy_id": "age",520 "x_transform": "dummy",521 "x_unit": "binary",522 "beta": -0.021,523 "se": 0.024,524 "t": null,525 "p": 0.394,526 "p_stars": "",527 "ci_lo": null,528 "ci_hi": null,529 "page": 14,530 "confidence": "high",531 "notes": "new-build dummy (not age in years)"532 },533 {534 "model_id": "T6-c1",535 "var_name_printed": "Bed3",536 "taxonomy_id": "bedrooms",537 "x_transform": "dummy",538 "x_unit": "binary",539 "beta": 0.012,540 "se": 0.028,541 "t": null,542 "p": 0.684,543 "p_stars": "",544 "ci_lo": null,545 "ci_hi": null,546 "page": 14,547 "confidence": "high",548 "notes": "dummy for 3-bedroom house vs 2-bedroom"549 },550 {551 "model_id": "T6-c1",552 "var_name_printed": "DistMetre",553 "taxonomy_id": "hazard_site",554 "x_transform": "level",555 "x_unit": "m",556 "beta": 7.426e-05,557 "se": null,558 "t": null,559 "p": 0.707,560 "p_stars": "",561 "ci_lo": null,562 "ci_hi": null,563 "page": 14,564 "confidence": "medium",565 "notes": "Distance to wind farm in metres; Std. Error printed as .000 (rounded), standardized beta .012"566 },567 {568 "model_id": "T6-c1",569 "var_name_printed": "trsviewint",570 "taxonomy_id": "hazard_site",571 "x_transform": "other",572 "x_unit": "binary",573 "beta": 0.086,574 "se": 0.037,575 "t": null,576 "p": 0.021,577 "p_stars": "",578 "ci_lo": null,579 "ci_hi": null,580 "page": 14,581 "confidence": "high",582 "notes": "Interaction terrace x RfacingV (facing view of wind farm from rear)"583 },584 {585 "model_id": "T6-c1",586 "var_name_printed": "sidrfint",587 "taxonomy_id": "hazard_site",588 "x_transform": "other",589 "x_unit": "binary",590 "beta": -0.113,591 "se": 0.07,592 "t": null,593 "p": 0.108,594 "p_stars": "",595 "ci_lo": null,596 "ci_hi": null,597 "page": 14,598 "confidence": "high",599 "notes": "Interaction FsideV x FfacingV (side and front-facing views of wind farm)"600 }601 ]602}