1{2 "record_id": "1b06d5abfe32d650517ed54e21f8d196f135c666",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "Impact of light rail line on residential property values - a case of Sydney, Australia",7 "year": 2021,8 "doi": "10.1108/ijhma-03-2021-0033",9 "country": "Australia",10 "region_city": "Sydney - Kensington/Randwick (around UNSW, CBD and South East Light Rail stops)",11 "sample_start": 2012,12 "sample_end": 2020,13 "property_type": "mixed",14 "price_type": "transaction",15 "data_source": "CoreLogic RP Data sales records, Dec 2012 - Mar 2020, inflation-adjusted; 702 sales within 800 m of the two light-rail stops",16 "document_type": "journal",17 "estimators": [18 "OLS"19 ],20 "spatial_method": "",21 "time_fe": false,22 "location_fe": false,23 "se_type": "unknown",24 "n_obs_total": 702,25 "ai_methods": [],26 "notes": "Accepted-manuscript version. Tables 5 and 6 (p.24) print unstandardized coefficient, Std. Error, standardized coefficient, p-value, tolerance and VIF. Star legend as printed: * p<0.10, ** p<0.05, *** p<0.001. Dependent variable: sale price in AUD (level). AREA = area of property in m2; LOT_SZ = lot size in m2; P_TYPE 1 = house, 0 = unit; D400 = within 0-400 m of stops (vs 401-800 m); D800 = within 401-800 m (vs 0-400 m) — both dummies entered together as printed. Two period models: T1 announcement phase (Dec 2012 - Feb 2015, n=286) and T2 construction phase (Mar 2015 - Mar 2020, n=416)."27 },28 "models": [29 {30 "model_id": "T5-T1",31 "table": "5",32 "column": "T1 (Announcement Phase)",33 "page": 24,34 "dep_var": "PRICE (AUD)",35 "dep_transform": "level",36 "estimator": "OLS",37 "n_obs": 286,38 "r2": 0.808,39 "se_or_t_in_parentheses": "se",40 "sample_subset": "Dec 2012 - Feb 2015"41 },42 {43 "model_id": "T6-T2",44 "table": "6",45 "column": "T2 (Construction Phase)",46 "page": 24,47 "dep_var": "PRICE (AUD)",48 "dep_transform": "level",49 "estimator": "OLS",50 "n_obs": 416,51 "r2": 0.867,52 "se_or_t_in_parentheses": "se",53 "sample_subset": "Mar 2015 - Mar 2020"54 }55 ],56 "coefficients": [57 {58 "model_id": "T5-T1",59 "var_name_printed": "AGE",60 "taxonomy_id": "age",61 "x_transform": "level",62 "x_unit": "years",63 "beta": -2.737,64 "se": 609.503,65 "t": null,66 "p": 0.996,67 "p_stars": "",68 "ci_lo": null,69 "ci_hi": null,70 "page": 24,71 "confidence": "high",72 "notes": ""73 },74 {75 "model_id": "T6-T2",76 "var_name_printed": "AGE",77 "taxonomy_id": "age",78 "x_transform": "level",79 "x_unit": "years",80 "beta": -1489.234,81 "se": 607.064,82 "t": null,83 "p": 0.015,84 "p_stars": "**",85 "ci_lo": null,86 "ci_hi": null,87 "page": 24,88 "confidence": "high",89 "notes": ""90 },91 {92 "model_id": "T5-T1",93 "var_name_printed": "AREA",94 "taxonomy_id": "living_area",95 "x_transform": "level",96 "x_unit": "m2",97 "beta": 1665.921,98 "se": 342.579,99 "t": null,100 "p": 0.0,101 "p_stars": "***",102 "ci_lo": null,103 "ci_hi": null,104 "page": 24,105 "confidence": "high",106 "notes": "Area of property (m2)"107 },108 {109 "model_id": "T6-T2",110 "var_name_printed": "AREA",111 "taxonomy_id": "living_area",112 "x_transform": "level",113 "x_unit": "m2",114 "beta": 2816.495,115 "se": 394.776,116 "t": null,117 "p": 0.0,118 "p_stars": "***",119 "ci_lo": null,120 "ci_hi": null,121 "page": 24,122 "confidence": "high",123 "notes": "Area of property (m2)"124 },125 {126 "model_id": "T5-T1",127 "var_name_printed": "BDRM",128 "taxonomy_id": "bedrooms",129 "x_transform": "level",130 "x_unit": "count",131 "beta": 69979.407,132 "se": 21476.228,133 "t": null,134 "p": 0.001,135 "p_stars": "***",136 "ci_lo": null,137 "ci_hi": null,138 "page": 24,139 "confidence": "high",140 "notes": ""141 },142 {143 "model_id": "T6-T2",144 "var_name_printed": "BDRM",145 "taxonomy_id": "bedrooms",146 "x_transform": "level",147 "x_unit": "count",148 "beta": 82793.058,149 "se": 19860.177,150 "t": null,151 "p": 0.0,152 "p_stars": "***",153 "ci_lo": null,154 "ci_hi": null,155 "page": 24,156 "confidence": "high",157 "notes": ""158 },159 {160 "model_id": "T5-T1",161 "var_name_printed": "BTHR",162 "taxonomy_id": "bathrooms",163 "x_transform": "level",164 "x_unit": "count",165 "beta": 73740.179,166 "se": 30429.466,167 "t": null,168 "p": 0.016,169 "p_stars": "**",170 "ci_lo": null,171 "ci_hi": null,172 "page": 24,173 "confidence": "high",174 "notes": ""175 },176 {177 "model_id": "T6-T2",178 "var_name_printed": "BTHR",179 "taxonomy_id": "bathrooms",180 "x_transform": "level",181 "x_unit": "count",182 "beta": -15883.716,183 "se": 26759.403,184 "t": null,185 "p": 0.553,186 "p_stars": "",187 "ci_lo": null,188 "ci_hi": null,189 "page": 24,190 "confidence": "high",191 "notes": ""192 },193 {194 "model_id": "T5-T1",195 "var_name_printed": "PRKG",196 "taxonomy_id": "parking",197 "x_transform": "level",198 "x_unit": "count",199 "beta": 54604.633,200 "se": 21856.738,201 "t": null,202 "p": 0.013,203 "p_stars": "**",204 "ci_lo": null,205 "ci_hi": null,206 "page": 24,207 "confidence": "high",208 "notes": "Number of parking spaces"209 },210 {211 "model_id": "T6-T2",212 "var_name_printed": "PRKG",213 "taxonomy_id": "parking",214 "x_transform": "level",215 "x_unit": "count",216 "beta": 103929.702,217 "se": 20881.198,218 "t": null,219 "p": 0.0,220 "p_stars": "***",221 "ci_lo": null,222 "ci_hi": null,223 "page": 24,224 "confidence": "high",225 "notes": "Number of parking spaces"226 },227 {228 "model_id": "T5-T1",229 "var_name_printed": "LOT_SZ",230 "taxonomy_id": "lot_size",231 "x_transform": "level",232 "x_unit": "m2",233 "beta": -0.535,234 "se": 16.841,235 "t": null,236 "p": 0.975,237 "p_stars": "",238 "ci_lo": null,239 "ci_hi": null,240 "page": 24,241 "confidence": "high",242 "notes": ""243 },244 {245 "model_id": "T6-T2",246 "var_name_printed": "LOT_SZ",247 "taxonomy_id": "lot_size",248 "x_transform": "level",249 "x_unit": "m2",250 "beta": -19.36,251 "se": 20.237,252 "t": null,253 "p": 0.339,254 "p_stars": "",255 "ci_lo": null,256 "ci_hi": null,257 "page": 24,258 "confidence": "high",259 "notes": ""260 },261 {262 "model_id": "T5-T1",263 "var_name_printed": "P_TYPE",264 "taxonomy_id": "dwelling_type",265 "x_transform": "binary",266 "x_unit": "binary",267 "beta": 598145.437,268 "se": 60749.289,269 "t": null,270 "p": 0.0,271 "p_stars": "***",272 "ci_lo": null,273 "ci_hi": null,274 "page": 24,275 "confidence": "high",276 "notes": "1 = house, 0 = unit"277 },278 {279 "model_id": "T6-T2",280 "var_name_printed": "P_TYPE",281 "taxonomy_id": "dwelling_type",282 "x_transform": "binary",283 "x_unit": "binary",284 "beta": 981064.7,285 "se": 51472.085,286 "t": null,287 "p": 0.0,288 "p_stars": "***",289 "ci_lo": null,290 "ci_hi": null,291 "page": 24,292 "confidence": "high",293 "notes": "1 = house, 0 = unit"294 },295 {296 "model_id": "T5-T1",297 "var_name_printed": "D400",298 "taxonomy_id": "transit_distance",299 "x_transform": "dummy",300 "x_unit": "binary",301 "beta": 64979.197,302 "se": 45392.838,303 "t": null,304 "p": 0.153,305 "p_stars": "",306 "ci_lo": null,307 "ci_hi": null,308 "page": 24,309 "confidence": "high",310 "notes": "1 = within 0-400 m of light-rail stop"311 },312 {313 "model_id": "T6-T2",314 "var_name_printed": "D400",315 "taxonomy_id": "transit_distance",316 "x_transform": "dummy",317 "x_unit": "binary",318 "beta": 154805.107,319 "se": 48003.912,320 "t": null,321 "p": 0.001,322 "p_stars": "***",323 "ci_lo": null,324 "ci_hi": null,325 "page": 24,326 "confidence": "high",327 "notes": "1 = within 0-400 m of light-rail stop"328 },329 {330 "model_id": "T5-T1",331 "var_name_printed": "D800",332 "taxonomy_id": "transit_distance",333 "x_transform": "dummy",334 "x_unit": "binary",335 "beta": 22742.752,336 "se": 67041.932,337 "t": null,338 "p": 0.735,339 "p_stars": "",340 "ci_lo": null,341 "ci_hi": null,342 "page": 24,343 "confidence": "high",344 "notes": "1 = within 401-800 m of light-rail stop"345 },346 {347 "model_id": "T6-T2",348 "var_name_printed": "D800",349 "taxonomy_id": "transit_distance",350 "x_transform": "dummy",351 "x_unit": "binary",352 "beta": 120083.533,353 "se": 65190.065,354 "t": null,355 "p": 0.066,356 "p_stars": "*",357 "ci_lo": null,358 "ci_hi": null,359 "page": 24,360 "confidence": "high",361 "notes": "1 = within 401-800 m of light-rail stop"362 }363 ]364}