1{2 "record_id": "6edd1ccf2791c69eb6ab0393c5323dfff21ae620",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "The Impact of the Youth Housing Loan Subsidy Policy on Housing Prices: Evidence from New Taipei City",7 "year": 2026,8 "doi": "10.5296/ber.v16i4.24024",9 "country": "Taiwan",10 "region_city": "New Taipei City",11 "sample_start": 2021,12 "sample_end": 2024,13 "property_type": "mixed",14 "price_type": "transaction",15 "data_source": "Ministry of the Interior actual price registration system (108,671 transactions, Jan 2021-Sep 2024)",16 "document_type": "journal",17 "estimators": [18 "OLS"19 ],20 "spatial_method": "none (price-tier area dummies)",21 "time_fe": true,22 "location_fe": true,23 "se_type": "robust",24 "n_obs_total": 108671,25 "ai_methods": [],26 "notes": "Policy-evaluation paper with a hedonic control set. Dependent variable is the log of the unit price per ping (1 ping = 3.306 m2); floor area therefore enters a per-area price equation (negative coefficient = small-unit premium). Table 6 reports t values (classical OLS); Table 7 reports Model 1 (= Table 6) and Model 2 (outliers removed) with stars only; Table 8 reports size-split subsamples with HC1 robust SEs. Year dummies (2022-2024), high/mid-price area dummies (location tier FE), the policy dummy, and the DiD/event-study Tables 9-10 (policy interactions only) are not extracted. Star legend: *** 1%, ** 5%, * 10%."27 },28 "models": [29 {30 "model_id": "T6-c1",31 "table": "6",32 "column": "1",33 "page": 15,34 "dep_var": "log of housing unit price (per ping)",35 "dep_transform": "log",36 "estimator": "OLS",37 "n_obs": 108671,38 "r2": 0.533,39 "se_or_t_in_parentheses": "t",40 "sample_subset": "Full sample, baseline; t values and p values printed in separate columns (classical SE)"41 },42 {43 "model_id": "T7-c2",44 "table": "7",45 "column": "2",46 "page": 16,47 "dep_var": "log of housing unit price (per ping)",48 "dep_transform": "log",49 "estimator": "OLS",50 "n_obs": 107518,51 "r2": 0.557,52 "se_or_t_in_parentheses": "none",53 "sample_subset": "Model 2: observations with |standardized residual| > 3 removed; stars only"54 },55 {56 "model_id": "T8-c1",57 "table": "8",58 "column": "1",59 "page": 17,60 "dep_var": "log of housing unit price (per ping)",61 "dep_transform": "log",62 "estimator": "OLS",63 "n_obs": 27708,64 "r2": 0.591,65 "se_or_t_in_parentheses": "se",66 "sample_subset": "Small units (< 25 ping); HC1 robust SE"67 },68 {69 "model_id": "T8-c2",70 "table": "8",71 "column": "2",72 "page": 17,73 "dep_var": "log of housing unit price (per ping)",74 "dep_transform": "log",75 "estimator": "OLS",76 "n_obs": 80963,77 "r2": 0.526,78 "se_or_t_in_parentheses": "se",79 "sample_subset": "Large units (>= 25 ping); HC1 robust SE"80 }81 ],82 "coefficients": [83 {84 "model_id": "T6-c1",85 "var_name_printed": "Building age",86 "taxonomy_id": "age",87 "x_transform": "level",88 "x_unit": "years",89 "beta": -0.009,90 "se": null,91 "t": -87.388,92 "p": 0.001,93 "p_stars": "***",94 "ci_lo": null,95 "ci_hi": null,96 "page": 15,97 "confidence": "high",98 "notes": "p printed as <0.001"99 },100 {101 "model_id": "T7-c2",102 "var_name_printed": "Building age",103 "taxonomy_id": "age",104 "x_transform": "level",105 "x_unit": "years",106 "beta": -0.009,107 "se": null,108 "t": null,109 "p": null,110 "p_stars": "***",111 "ci_lo": null,112 "ci_hi": null,113 "page": 16,114 "confidence": "high",115 "notes": "stars only, no SE printed"116 },117 {118 "model_id": "T8-c1",119 "var_name_printed": "Building age",120 "taxonomy_id": "age",121 "x_transform": "level",122 "x_unit": "years",123 "beta": -0.008,124 "se": 0.0,125 "t": null,126 "p": null,127 "p_stars": "***",128 "ci_lo": null,129 "ci_hi": null,130 "page": 17,131 "confidence": "medium",132 "notes": "SE printed as 0.000 (rounded)"133 },134 {135 "model_id": "T8-c2",136 "var_name_printed": "Building age",137 "taxonomy_id": "age",138 "x_transform": "level",139 "x_unit": "years",140 "beta": -0.01,141 "se": 0.0,142 "t": null,143 "p": null,144 "p_stars": "***",145 "ci_lo": null,146 "ci_hi": null,147 "page": 17,148 "confidence": "medium",149 "notes": "SE printed as 0.000 (rounded)"150 },151 {152 "model_id": "T6-c1",153 "var_name_printed": "Floor area",154 "taxonomy_id": "living_area",155 "x_transform": "level",156 "x_unit": "ping (1 ping = 3.306 m2)",157 "beta": -0.001,158 "se": null,159 "t": -19.028,160 "p": 0.001,161 "p_stars": "***",162 "ci_lo": null,163 "ci_hi": null,164 "page": 15,165 "confidence": "high",166 "notes": "Dependent variable is price per ping, so this is the effect of size on unit price; p printed as <0.001"167 },168 {169 "model_id": "T7-c2",170 "var_name_printed": "Floor area",171 "taxonomy_id": "living_area",172 "x_transform": "level",173 "x_unit": "ping (1 ping = 3.306 m2)",174 "beta": -0.001,175 "se": null,176 "t": null,177 "p": null,178 "p_stars": "***",179 "ci_lo": null,180 "ci_hi": null,181 "page": 16,182 "confidence": "high",183 "notes": "Dependent variable is price per ping, so this is the effect of size on unit price; stars only, no SE printed"184 },185 {186 "model_id": "T8-c1",187 "var_name_printed": "Floor area",188 "taxonomy_id": "living_area",189 "x_transform": "level",190 "x_unit": "ping (1 ping = 3.306 m2)",191 "beta": -0.003,192 "se": 0.0,193 "t": null,194 "p": null,195 "p_stars": "***",196 "ci_lo": null,197 "ci_hi": null,198 "page": 17,199 "confidence": "medium",200 "notes": "Dependent variable is price per ping, so this is the effect of size on unit price; SE printed as 0.000 (rounded)"201 },202 {203 "model_id": "T8-c2",204 "var_name_printed": "Floor area",205 "taxonomy_id": "living_area",206 "x_transform": "level",207 "x_unit": "ping (1 ping = 3.306 m2)",208 "beta": -0.0,209 "se": 0.0,210 "t": null,211 "p": null,212 "p_stars": "***",213 "ci_lo": null,214 "ci_hi": null,215 "page": 17,216 "confidence": "medium",217 "notes": "Dependent variable is price per ping, so this is the effect of size on unit price; SE printed as 0.000 (rounded); coefficient printed as -0.000"218 },219 {220 "model_id": "T6-c1",221 "var_name_printed": "Floor level",222 "taxonomy_id": "floor_level",223 "x_transform": "level",224 "x_unit": "count",225 "beta": 0.006,226 "se": null,227 "t": 32.799,228 "p": 0.001,229 "p_stars": "***",230 "ci_lo": null,231 "ci_hi": null,232 "page": 15,233 "confidence": "high",234 "notes": "p printed as <0.001"235 },236 {237 "model_id": "T7-c2",238 "var_name_printed": "Floor level",239 "taxonomy_id": "floor_level",240 "x_transform": "level",241 "x_unit": "count",242 "beta": 0.006,243 "se": null,244 "t": null,245 "p": null,246 "p_stars": "***",247 "ci_lo": null,248 "ci_hi": null,249 "page": 16,250 "confidence": "high",251 "notes": "stars only, no SE printed"252 },253 {254 "model_id": "T8-c1",255 "var_name_printed": "Floor level",256 "taxonomy_id": "floor_level",257 "x_transform": "level",258 "x_unit": "count",259 "beta": 0.004,260 "se": 0.0,261 "t": null,262 "p": null,263 "p_stars": "***",264 "ci_lo": null,265 "ci_hi": null,266 "page": 17,267 "confidence": "medium",268 "notes": "SE printed as 0.000 (rounded)"269 },270 {271 "model_id": "T8-c2",272 "var_name_printed": "Floor level",273 "taxonomy_id": "floor_level",274 "x_transform": "level",275 "x_unit": "count",276 "beta": 0.005,277 "se": 0.0,278 "t": null,279 "p": null,280 "p_stars": "***",281 "ci_lo": null,282 "ci_hi": null,283 "page": 17,284 "confidence": "medium",285 "notes": "SE printed as 0.000 (rounded)"286 },287 {288 "model_id": "T6-c1",289 "var_name_printed": "Has parking",290 "taxonomy_id": "parking",291 "x_transform": "binary",292 "x_unit": "binary",293 "beta": -0.08,294 "se": null,295 "t": -30.929,296 "p": 0.001,297 "p_stars": "***",298 "ci_lo": null,299 "ci_hi": null,300 "page": 15,301 "confidence": "high",302 "notes": "p printed as <0.001"303 },304 {305 "model_id": "T7-c2",306 "var_name_printed": "Has parking",307 "taxonomy_id": "parking",308 "x_transform": "binary",309 "x_unit": "binary",310 "beta": -0.078,311 "se": null,312 "t": null,313 "p": null,314 "p_stars": "***",315 "ci_lo": null,316 "ci_hi": null,317 "page": 16,318 "confidence": "high",319 "notes": "stars only, no SE printed"320 },321 {322 "model_id": "T8-c1",323 "var_name_printed": "Has parking",324 "taxonomy_id": "parking",325 "x_transform": "binary",326 "x_unit": "binary",327 "beta": -0.015,328 "se": 0.009,329 "t": null,330 "p": null,331 "p_stars": "*",332 "ci_lo": null,333 "ci_hi": null,334 "page": 17,335 "confidence": "high",336 "notes": "HC1 robust SE"337 },338 {339 "model_id": "T8-c2",340 "var_name_printed": "Has parking",341 "taxonomy_id": "parking",342 "x_transform": "binary",343 "x_unit": "binary",344 "beta": -0.076,345 "se": 0.003,346 "t": null,347 "p": null,348 "p_stars": "***",349 "ci_lo": null,350 "ci_hi": null,351 "page": 17,352 "confidence": "high",353 "notes": "HC1 robust SE"354 },355 {356 "model_id": "T6-c1",357 "var_name_printed": "Has management",358 "taxonomy_id": "other",359 "x_transform": "binary",360 "x_unit": "binary",361 "beta": -0.116,362 "se": null,363 "t": -27.854,364 "p": 0.001,365 "p_stars": "***",366 "ci_lo": null,367 "ci_hi": null,368 "page": 15,369 "confidence": "high",370 "notes": "Building has a management organization (condominium management committee); p printed as <0.001"371 },372 {373 "model_id": "T7-c2",374 "var_name_printed": "Has management",375 "taxonomy_id": "other",376 "x_transform": "binary",377 "x_unit": "binary",378 "beta": -0.115,379 "se": null,380 "t": null,381 "p": null,382 "p_stars": "***",383 "ci_lo": null,384 "ci_hi": null,385 "page": 16,386 "confidence": "high",387 "notes": "Building has a management organization (condominium management committee); stars only, no SE printed"388 },389 {390 "model_id": "T8-c1",391 "var_name_printed": "Has management",392 "taxonomy_id": "other",393 "x_transform": "binary",394 "x_unit": "binary",395 "beta": -0.094,396 "se": 0.011,397 "t": null,398 "p": null,399 "p_stars": "***",400 "ci_lo": null,401 "ci_hi": null,402 "page": 17,403 "confidence": "high",404 "notes": "Building has a management organization (condominium management committee); HC1 robust SE"405 },406 {407 "model_id": "T8-c2",408 "var_name_printed": "Has management",409 "taxonomy_id": "other",410 "x_transform": "binary",411 "x_unit": "binary",412 "beta": -0.114,413 "se": 0.005,414 "t": null,415 "p": null,416 "p_stars": "***",417 "ci_lo": null,418 "ci_hi": null,419 "page": 17,420 "confidence": "high",421 "notes": "Building has a management organization (condominium management committee); HC1 robust SE"422 },423 {424 "model_id": "T6-c1",425 "var_name_printed": "Elevator building",426 "taxonomy_id": "accessibility",427 "x_transform": "binary",428 "x_unit": "binary",429 "beta": 0.15,430 "se": null,431 "t": 33.041,432 "p": 0.001,433 "p_stars": "***",434 "ci_lo": null,435 "ci_hi": null,436 "page": 15,437 "confidence": "high",438 "notes": "Elevator building vs walk-up apartment; p printed as <0.001"439 },440 {441 "model_id": "T7-c2",442 "var_name_printed": "Elevator building",443 "taxonomy_id": "accessibility",444 "x_transform": "binary",445 "x_unit": "binary",446 "beta": 0.149,447 "se": null,448 "t": null,449 "p": null,450 "p_stars": "***",451 "ci_lo": null,452 "ci_hi": null,453 "page": 16,454 "confidence": "high",455 "notes": "Elevator building vs walk-up apartment; stars only, no SE printed"456 },457 {458 "model_id": "T8-c1",459 "var_name_printed": "Elevator building",460 "taxonomy_id": "accessibility",461 "x_transform": "binary",462 "x_unit": "binary",463 "beta": 0.13,464 "se": 0.013,465 "t": null,466 "p": null,467 "p_stars": "***",468 "ci_lo": null,469 "ci_hi": null,470 "page": 17,471 "confidence": "high",472 "notes": "Elevator building vs walk-up apartment; HC1 robust SE"473 },474 {475 "model_id": "T8-c2",476 "var_name_printed": "Elevator building",477 "taxonomy_id": "accessibility",478 "x_transform": "binary",479 "x_unit": "binary",480 "beta": 0.149,481 "se": 0.006,482 "t": null,483 "p": null,484 "p_stars": "***",485 "ci_lo": null,486 "ci_hi": null,487 "page": 17,488 "confidence": "high",489 "notes": "Elevator building vs walk-up apartment; HC1 robust SE"490 }491 ]492}