1{2 "record_id": "d3e27cac15a096168d22a145ab49342c924dc96e",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "Bridging the information gap: what are the impacts of EPCs on Prague's residential market selling prices?",7 "year": 2025,8 "doi": "10.2478/fiqf-2025-0026",9 "country": "Czech Republic",10 "region_city": "Prague",11 "sample_start": 2023,12 "sample_end": 2023,13 "property_type": "condo_apartment",14 "price_type": "listing",15 "data_source": "Sale advertisements for apartments scraped from sreality.cz as of 22 Sep 2023 (4,189 ads; EPC class G excluded)",16 "document_type": "journal",17 "estimators": [18 "OLS"19 ],20 "spatial_method": "none (separate regressions by location class; ordinal location variable in the pooled model)",21 "time_fe": false,22 "location_fe": false,23 "se_type": "OLS",24 "n_obs_total": 4189,25 "ai_methods": [],26 "notes": "Dependent variable = natural log of asking price per square metre in CZK. Only point estimates and stars are printed (no SEs or t). Stars: *** p<0.01, ** p<0.05, * p<0.1. Table 3 = full sample (with 'state' dummy); Table 4 = subsample with state=1 (new construction, after reconstruction, project, under construction), state dropped. Columns: Prague (pooled, includes ordinal 'location' 1-6) and Locations 1 (most attractive) to 6 (least attractive). EPC coded 1=A (most efficient) ... 6=F; negative coefficient = price falls with worse class. Cross-sectional listing data (single scrape date). EViews LS estimates; heteroscedasticity detected but not corrected."27 },28 "models": [29 {30 "model_id": "T3-c1",31 "table": "3",32 "column": "1 (Prague)",33 "page": 8,34 "dep_var": "log price per square metre (CZK)",35 "dep_transform": "per_m2",36 "estimator": "OLS",37 "n_obs": 4189,38 "r2": 0.491,39 "se_or_t_in_parentheses": "none",40 "sample_subset": "Prague: full sample of sale ads (Table 3 spans pages 7-8); dependent variable is the natural log of asking price per m2"41 },42 {43 "model_id": "T3-c2",44 "table": "3",45 "column": "2 (Location 1)",46 "page": 8,47 "dep_var": "log price per square metre (CZK)",48 "dep_transform": "per_m2",49 "estimator": "OLS",50 "n_obs": 264,51 "r2": 0.383,52 "se_or_t_in_parentheses": "none",53 "sample_subset": "Location 1: full sample of sale ads (Table 3 spans pages 7-8); dependent variable is the natural log of asking price per m2"54 },55 {56 "model_id": "T3-c3",57 "table": "3",58 "column": "3 (Location 2)",59 "page": 8,60 "dep_var": "log price per square metre (CZK)",61 "dep_transform": "per_m2",62 "estimator": "OLS",63 "n_obs": 364,64 "r2": 0.359,65 "se_or_t_in_parentheses": "none",66 "sample_subset": "Location 2: full sample of sale ads (Table 3 spans pages 7-8); dependent variable is the natural log of asking price per m2"67 },68 {69 "model_id": "T3-c4",70 "table": "3",71 "column": "4 (Location 3)",72 "page": 8,73 "dep_var": "log price per square metre (CZK)",74 "dep_transform": "per_m2",75 "estimator": "OLS",76 "n_obs": 914,77 "r2": 0.482,78 "se_or_t_in_parentheses": "none",79 "sample_subset": "Location 3: full sample of sale ads (Table 3 spans pages 7-8); dependent variable is the natural log of asking price per m2"80 },81 {82 "model_id": "T3-c5",83 "table": "3",84 "column": "5 (Location 4)",85 "page": 8,86 "dep_var": "log price per square metre (CZK)",87 "dep_transform": "per_m2",88 "estimator": "OLS",89 "n_obs": 1281,90 "r2": 0.548,91 "se_or_t_in_parentheses": "none",92 "sample_subset": "Location 4: full sample of sale ads (Table 3 spans pages 7-8); dependent variable is the natural log of asking price per m2"93 },94 {95 "model_id": "T3-c6",96 "table": "3",97 "column": "6 (Location 5)",98 "page": 8,99 "dep_var": "log price per square metre (CZK)",100 "dep_transform": "per_m2",101 "estimator": "OLS",102 "n_obs": 1059,103 "r2": 0.498,104 "se_or_t_in_parentheses": "none",105 "sample_subset": "Location 5: full sample of sale ads (Table 3 spans pages 7-8); dependent variable is the natural log of asking price per m2"106 },107 {108 "model_id": "T3-c7",109 "table": "3",110 "column": "7 (Location 6)",111 "page": 8,112 "dep_var": "log price per square metre (CZK)",113 "dep_transform": "per_m2",114 "estimator": "OLS",115 "n_obs": 307,116 "r2": 0.487,117 "se_or_t_in_parentheses": "none",118 "sample_subset": "Location 6: full sample of sale ads (Table 3 spans pages 7-8); dependent variable is the natural log of asking price per m2"119 },120 {121 "model_id": "T4-c1",122 "table": "4",123 "column": "1 (Prague)",124 "page": 8,125 "dep_var": "log price per square metre (CZK)",126 "dep_transform": "per_m2",127 "estimator": "OLS",128 "n_obs": 2557,129 "r2": 0.393,130 "se_or_t_in_parentheses": "none",131 "sample_subset": "Prague: subsample with state = 1 (new construction / after reconstruction / project / under construction); dependent variable is the natural log of asking price per m2"132 },133 {134 "model_id": "T4-c2",135 "table": "4",136 "column": "2 (Location 1)",137 "page": 8,138 "dep_var": "log price per square metre (CZK)",139 "dep_transform": "per_m2",140 "estimator": "OLS",141 "n_obs": 131,142 "r2": 0.253,143 "se_or_t_in_parentheses": "none",144 "sample_subset": "Location 1: subsample with state = 1 (new construction / after reconstruction / project / under construction); dependent variable is the natural log of asking price per m2"145 },146 {147 "model_id": "T4-c3",148 "table": "4",149 "column": "3 (Location 2)",150 "page": 8,151 "dep_var": "log price per square metre (CZK)",152 "dep_transform": "per_m2",153 "estimator": "OLS",154 "n_obs": 237,155 "r2": 0.301,156 "se_or_t_in_parentheses": "none",157 "sample_subset": "Location 2: subsample with state = 1 (new construction / after reconstruction / project / under construction); dependent variable is the natural log of asking price per m2"158 },159 {160 "model_id": "T4-c4",161 "table": "4",162 "column": "4 (Location 3)",163 "page": 8,164 "dep_var": "log price per square metre (CZK)",165 "dep_transform": "per_m2",166 "estimator": "OLS",167 "n_obs": 472,168 "r2": 0.387,169 "se_or_t_in_parentheses": "none",170 "sample_subset": "Location 3: subsample with state = 1 (new construction / after reconstruction / project / under construction); dependent variable is the natural log of asking price per m2"171 },172 {173 "model_id": "T4-c5",174 "table": "4",175 "column": "5 (Location 4)",176 "page": 8,177 "dep_var": "log price per square metre (CZK)",178 "dep_transform": "per_m2",179 "estimator": "OLS",180 "n_obs": 818,181 "r2": 0.467,182 "se_or_t_in_parentheses": "none",183 "sample_subset": "Location 4: subsample with state = 1 (new construction / after reconstruction / project / under construction); dependent variable is the natural log of asking price per m2"184 },185 {186 "model_id": "T4-c6",187 "table": "4",188 "column": "6 (Location 5)",189 "page": 8,190 "dep_var": "log price per square metre (CZK)",191 "dep_transform": "per_m2",192 "estimator": "OLS",193 "n_obs": 678,194 "r2": 0.408,195 "se_or_t_in_parentheses": "none",196 "sample_subset": "Location 5: subsample with state = 1 (new construction / after reconstruction / project / under construction); dependent variable is the natural log of asking price per m2"197 },198 {199 "model_id": "T4-c7",200 "table": "4",201 "column": "7 (Location 6)",202 "page": 8,203 "dep_var": "log price per square metre (CZK)",204 "dep_transform": "per_m2",205 "estimator": "OLS",206 "n_obs": 221,207 "r2": 0.423,208 "se_or_t_in_parentheses": "none",209 "sample_subset": "Location 6: subsample with state = 1 (new construction / after reconstruction / project / under construction); dependent variable is the natural log of asking price per m2"210 }211 ],212 "coefficients": [213 {214 "model_id": "T3-c1",215 "var_name_printed": "area_net",216 "taxonomy_id": "living_area",217 "x_transform": "level",218 "x_unit": "m2",219 "beta": 1.26e-05,220 "se": null,221 "t": null,222 "p": null,223 "p_stars": "",224 "ci_lo": null,225 "ci_hi": null,226 "page": 8,227 "confidence": "high",228 "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE); printed in scientific notation"229 },230 {231 "model_id": "T3-c1",232 "var_name_printed": "sep_kitch",233 "taxonomy_id": "kitchen_quality",234 "x_transform": "binary",235 "x_unit": "binary",236 "beta": -0.019,237 "se": null,238 "t": null,239 "p": null,240 "p_stars": "",241 "ci_lo": null,242 "ci_hi": null,243 "page": 8,244 "confidence": "high",245 "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"246 },247 {248 "model_id": "T3-c1",249 "var_name_printed": "sqm_room",250 "taxonomy_id": "other",251 "x_transform": "level",252 "x_unit": "m2",253 "beta": 0.015,254 "se": null,255 "t": null,256 "p": null,257 "p_stars": "***",258 "ci_lo": null,259 "ci_hi": null,260 "page": 8,261 "confidence": "high",262 "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"263 },264 {265 "model_id": "T3-c1",266 "var_name_printed": "state",267 "taxonomy_id": "condition",268 "x_transform": "binary",269 "x_unit": "binary",270 "beta": 0.18,271 "se": null,272 "t": null,273 "p": null,274 "p_stars": "***",275 "ci_lo": null,276 "ci_hi": null,277 "page": 8,278 "confidence": "high",279 "notes": "Technical condition dummy: 1 = after reconstruction, project, under construction, new construction; 0 = good, very good, under/before reconstruction; only point estimate and stars printed (no SE)"280 },281 {282 "model_id": "T3-c1",283 "var_name_printed": "location",284 "taxonomy_id": "other",285 "x_transform": "level",286 "x_unit": "index",287 "beta": -0.056,288 "se": null,289 "t": null,290 "p": null,291 "p_stars": "***",292 "ci_lo": null,293 "ci_hi": null,294 "page": 8,295 "confidence": "high",296 "notes": "Ordinal location attractiveness class 1 (most attractive) to 6 (least attractive), pooled Prague model only; only point estimate and stars printed (no SE)"297 },298 {299 "model_id": "T3-c1",300 "var_name_printed": "EPC",301 "taxonomy_id": "energy_efficiency",302 "x_transform": "level",303 "x_unit": "index",304 "beta": -0.024,305 "se": null,306 "t": null,307 "p": null,308 "p_stars": "***",309 "ci_lo": null,310 "ci_hi": null,311 "page": 8,312 "confidence": "high",313 "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"314 },315 {316 "model_id": "T3-c2",317 "var_name_printed": "area_net",318 "taxonomy_id": "living_area",319 "x_transform": "level",320 "x_unit": "m2",321 "beta": 7.83e-05,322 "se": null,323 "t": null,324 "p": null,325 "p_stars": "",326 "ci_lo": null,327 "ci_hi": null,328 "page": 8,329 "confidence": "high",330 "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE); printed in scientific notation"331 },332 {333 "model_id": "T3-c2",334 "var_name_printed": "sep_kitch",335 "taxonomy_id": "kitchen_quality",336 "x_transform": "binary",337 "x_unit": "binary",338 "beta": -0.002,339 "se": null,340 "t": null,341 "p": null,342 "p_stars": "",343 "ci_lo": null,344 "ci_hi": null,345 "page": 8,346 "confidence": "high",347 "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"348 },349 {350 "model_id": "T3-c2",351 "var_name_printed": "sqm_room",352 "taxonomy_id": "other",353 "x_transform": "level",354 "x_unit": "m2",355 "beta": 0.013,356 "se": null,357 "t": null,358 "p": null,359 "p_stars": "***",360 "ci_lo": null,361 "ci_hi": null,362 "page": 8,363 "confidence": "high",364 "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"365 },366 {367 "model_id": "T3-c2",368 "var_name_printed": "state",369 "taxonomy_id": "condition",370 "x_transform": "binary",371 "x_unit": "binary",372 "beta": 0.266,373 "se": null,374 "t": null,375 "p": null,376 "p_stars": "***",377 "ci_lo": null,378 "ci_hi": null,379 "page": 8,380 "confidence": "high",381 "notes": "Technical condition dummy: 1 = after reconstruction, project, under construction, new construction; 0 = good, very good, under/before reconstruction; only point estimate and stars printed (no SE)"382 },383 {384 "model_id": "T3-c2",385 "var_name_printed": "EPC",386 "taxonomy_id": "energy_efficiency",387 "x_transform": "level",388 "x_unit": "index",389 "beta": 0.021,390 "se": null,391 "t": null,392 "p": null,393 "p_stars": "",394 "ci_lo": null,395 "ci_hi": null,396 "page": 8,397 "confidence": "high",398 "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"399 },400 {401 "model_id": "T3-c3",402 "var_name_printed": "area_net",403 "taxonomy_id": "living_area",404 "x_transform": "level",405 "x_unit": "m2",406 "beta": 0.0,407 "se": null,408 "t": null,409 "p": null,410 "p_stars": "",411 "ci_lo": null,412 "ci_hi": null,413 "page": 8,414 "confidence": "high",415 "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE); printed in scientific notation"416 },417 {418 "model_id": "T3-c3",419 "var_name_printed": "sep_kitch",420 "taxonomy_id": "kitchen_quality",421 "x_transform": "binary",422 "x_unit": "binary",423 "beta": -0.069,424 "se": null,425 "t": null,426 "p": null,427 "p_stars": "",428 "ci_lo": null,429 "ci_hi": null,430 "page": 8,431 "confidence": "high",432 "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"433 },434 {435 "model_id": "T3-c3",436 "var_name_printed": "sqm_room",437 "taxonomy_id": "other",438 "x_transform": "level",439 "x_unit": "m2",440 "beta": 0.009,441 "se": null,442 "t": null,443 "p": null,444 "p_stars": "***",445 "ci_lo": null,446 "ci_hi": null,447 "page": 8,448 "confidence": "high",449 "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"450 },451 {452 "model_id": "T3-c3",453 "var_name_printed": "state",454 "taxonomy_id": "condition",455 "x_transform": "binary",456 "x_unit": "binary",457 "beta": 0.073,458 "se": null,459 "t": null,460 "p": null,461 "p_stars": "*",462 "ci_lo": null,463 "ci_hi": null,464 "page": 8,465 "confidence": "high",466 "notes": "Technical condition dummy: 1 = after reconstruction, project, under construction, new construction; 0 = good, very good, under/before reconstruction; only point estimate and stars printed (no SE)"467 },468 {469 "model_id": "T3-c3",470 "var_name_printed": "EPC",471 "taxonomy_id": "energy_efficiency",472 "x_transform": "level",473 "x_unit": "index",474 "beta": -0.001,475 "se": null,476 "t": null,477 "p": null,478 "p_stars": "",479 "ci_lo": null,480 "ci_hi": null,481 "page": 8,482 "confidence": "high",483 "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"484 },485 {486 "model_id": "T3-c4",487 "var_name_printed": "area_net",488 "taxonomy_id": "living_area",489 "x_transform": "level",490 "x_unit": "m2",491 "beta": 0.001,492 "se": null,493 "t": null,494 "p": null,495 "p_stars": "**",496 "ci_lo": null,497 "ci_hi": null,498 "page": 8,499 "confidence": "high",500 "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE)"501 },502 {503 "model_id": "T3-c4",504 "var_name_printed": "sep_kitch",505 "taxonomy_id": "kitchen_quality",506 "x_transform": "binary",507 "x_unit": "binary",508 "beta": -0.017,509 "se": null,510 "t": null,511 "p": null,512 "p_stars": "",513 "ci_lo": null,514 "ci_hi": null,515 "page": 8,516 "confidence": "high",517 "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"518 },519 {520 "model_id": "T3-c4",521 "var_name_printed": "sqm_room",522 "taxonomy_id": "other",523 "x_transform": "level",524 "x_unit": "m2",525 "beta": 0.013,526 "se": null,527 "t": null,528 "p": null,529 "p_stars": "***",530 "ci_lo": null,531 "ci_hi": null,532 "page": 8,533 "confidence": "high",534 "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"535 },536 {537 "model_id": "T3-c4",538 "var_name_printed": "state",539 "taxonomy_id": "condition",540 "x_transform": "binary",541 "x_unit": "binary",542 "beta": 0.18,543 "se": null,544 "t": null,545 "p": null,546 "p_stars": "***",547 "ci_lo": null,548 "ci_hi": null,549 "page": 8,550 "confidence": "high",551 "notes": "Technical condition dummy: 1 = after reconstruction, project, under construction, new construction; 0 = good, very good, under/before reconstruction; only point estimate and stars printed (no SE)"552 },553 {554 "model_id": "T3-c4",555 "var_name_printed": "EPC",556 "taxonomy_id": "energy_efficiency",557 "x_transform": "level",558 "x_unit": "index",559 "beta": -0.016,560 "se": null,561 "t": null,562 "p": null,563 "p_stars": "",564 "ci_lo": null,565 "ci_hi": null,566 "page": 8,567 "confidence": "high",568 "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"569 },570 {571 "model_id": "T3-c5",572 "var_name_printed": "area_net",573 "taxonomy_id": "living_area",574 "x_transform": "level",575 "x_unit": "m2",576 "beta": 0.0,577 "se": null,578 "t": null,579 "p": null,580 "p_stars": "",581 "ci_lo": null,582 "ci_hi": null,583 "page": 8,584 "confidence": "high",585 "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE); printed in scientific notation"586 },587 {588 "model_id": "T3-c5",589 "var_name_printed": "sep_kitch",590 "taxonomy_id": "kitchen_quality",591 "x_transform": "binary",592 "x_unit": "binary",593 "beta": -0.035,594 "se": null,595 "t": null,596 "p": null,597 "p_stars": "",598 "ci_lo": null,599 "ci_hi": null,600 "page": 8,601 "confidence": "high",602 "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"603 },604 {605 "model_id": "T3-c5",606 "var_name_printed": "sqm_room",607 "taxonomy_id": "other",608 "x_transform": "level",609 "x_unit": "m2",610 "beta": 0.015,611 "se": null,612 "t": null,613 "p": null,614 "p_stars": "***",615 "ci_lo": null,616 "ci_hi": null,617 "page": 8,618 "confidence": "high",619 "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"620 },621 {622 "model_id": "T3-c5",623 "var_name_printed": "state",624 "taxonomy_id": "condition",625 "x_transform": "binary",626 "x_unit": "binary",627 "beta": 0.178,628 "se": null,629 "t": null,630 "p": null,631 "p_stars": "***",632 "ci_lo": null,633 "ci_hi": null,634 "page": 8,635 "confidence": "high",636 "notes": "Technical condition dummy: 1 = after reconstruction, project, under construction, new construction; 0 = good, very good, under/before reconstruction; only point estimate and stars printed (no SE)"637 },638 {639 "model_id": "T3-c5",640 "var_name_printed": "EPC",641 "taxonomy_id": "energy_efficiency",642 "x_transform": "level",643 "x_unit": "index",644 "beta": -0.502,645 "se": null,646 "t": null,647 "p": null,648 "p_stars": "",649 "ci_lo": null,650 "ci_hi": null,651 "page": 8,652 "confidence": "medium",653 "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE); printed value -0.502 is an outlier vs other columns (possible typo for -0.052), recorded as printed"654 },655 {656 "model_id": "T3-c6",657 "var_name_printed": "area_net",658 "taxonomy_id": "living_area",659 "x_transform": "level",660 "x_unit": "m2",661 "beta": -0.001,662 "se": null,663 "t": null,664 "p": null,665 "p_stars": "***",666 "ci_lo": null,667 "ci_hi": null,668 "page": 8,669 "confidence": "high",670 "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE)"671 },672 {673 "model_id": "T3-c6",674 "var_name_printed": "sep_kitch",675 "taxonomy_id": "kitchen_quality",676 "x_transform": "binary",677 "x_unit": "binary",678 "beta": 0.022,679 "se": null,680 "t": null,681 "p": null,682 "p_stars": "",683 "ci_lo": null,684 "ci_hi": null,685 "page": 8,686 "confidence": "high",687 "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"688 },689 {690 "model_id": "T3-c6",691 "var_name_printed": "sqm_room",692 "taxonomy_id": "other",693 "x_transform": "level",694 "x_unit": "m2",695 "beta": 0.018,696 "se": null,697 "t": null,698 "p": null,699 "p_stars": "***",700 "ci_lo": null,701 "ci_hi": null,702 "page": 8,703 "confidence": "high",704 "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"705 },706 {707 "model_id": "T3-c6",708 "var_name_printed": "state",709 "taxonomy_id": "condition",710 "x_transform": "binary",711 "x_unit": "binary",712 "beta": 0.128,713 "se": null,714 "t": null,715 "p": null,716 "p_stars": "***",717 "ci_lo": null,718 "ci_hi": null,719 "page": 8,720 "confidence": "high",721 "notes": "Technical condition dummy: 1 = after reconstruction, project, under construction, new construction; 0 = good, very good, under/before reconstruction; only point estimate and stars printed (no SE)"722 },723 {724 "model_id": "T3-c6",725 "var_name_printed": "EPC",726 "taxonomy_id": "energy_efficiency",727 "x_transform": "level",728 "x_unit": "index",729 "beta": -0.064,730 "se": null,731 "t": null,732 "p": null,733 "p_stars": "***",734 "ci_lo": null,735 "ci_hi": null,736 "page": 8,737 "confidence": "high",738 "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"739 },740 {741 "model_id": "T3-c7",742 "var_name_printed": "area_net",743 "taxonomy_id": "living_area",744 "x_transform": "level",745 "x_unit": "m2",746 "beta": -0.0,747 "se": null,748 "t": null,749 "p": null,750 "p_stars": "",751 "ci_lo": null,752 "ci_hi": null,753 "page": 8,754 "confidence": "high",755 "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE); printed in scientific notation"756 },757 {758 "model_id": "T3-c7",759 "var_name_printed": "sep_kitch",760 "taxonomy_id": "kitchen_quality",761 "x_transform": "binary",762 "x_unit": "binary",763 "beta": 0.036,764 "se": null,765 "t": null,766 "p": null,767 "p_stars": "",768 "ci_lo": null,769 "ci_hi": null,770 "page": 8,771 "confidence": "high",772 "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"773 },774 {775 "model_id": "T3-c7",776 "var_name_printed": "sqm_room",777 "taxonomy_id": "other",778 "x_transform": "level",779 "x_unit": "m2",780 "beta": 0.016,781 "se": null,782 "t": null,783 "p": null,784 "p_stars": "***",785 "ci_lo": null,786 "ci_hi": null,787 "page": 8,788 "confidence": "high",789 "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"790 },791 {792 "model_id": "T3-c7",793 "var_name_printed": "state",794 "taxonomy_id": "condition",795 "x_transform": "binary",796 "x_unit": "binary",797 "beta": 0.178,798 "se": null,799 "t": null,800 "p": null,801 "p_stars": "***",802 "ci_lo": null,803 "ci_hi": null,804 "page": 8,805 "confidence": "high",806 "notes": "Technical condition dummy: 1 = after reconstruction, project, under construction, new construction; 0 = good, very good, under/before reconstruction; only point estimate and stars printed (no SE)"807 },808 {809 "model_id": "T3-c7",810 "var_name_printed": "EPC",811 "taxonomy_id": "energy_efficiency",812 "x_transform": "level",813 "x_unit": "index",814 "beta": -0.026,815 "se": null,816 "t": null,817 "p": null,818 "p_stars": "",819 "ci_lo": null,820 "ci_hi": null,821 "page": 8,822 "confidence": "high",823 "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"824 },825 {826 "model_id": "T4-c1",827 "var_name_printed": "area_net",828 "taxonomy_id": "living_area",829 "x_transform": "level",830 "x_unit": "m2",831 "beta": 3.71e-05,832 "se": null,833 "t": null,834 "p": null,835 "p_stars": "",836 "ci_lo": null,837 "ci_hi": null,838 "page": 8,839 "confidence": "high",840 "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE); printed in scientific notation"841 },842 {843 "model_id": "T4-c1",844 "var_name_printed": "sep_kitch",845 "taxonomy_id": "kitchen_quality",846 "x_transform": "binary",847 "x_unit": "binary",848 "beta": -0.055,849 "se": null,850 "t": null,851 "p": null,852 "p_stars": "*",853 "ci_lo": null,854 "ci_hi": null,855 "page": 8,856 "confidence": "high",857 "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"858 },859 {860 "model_id": "T4-c1",861 "var_name_printed": "sqm_room",862 "taxonomy_id": "other",863 "x_transform": "level",864 "x_unit": "m2",865 "beta": 0.014,866 "se": null,867 "t": null,868 "p": null,869 "p_stars": "***",870 "ci_lo": null,871 "ci_hi": null,872 "page": 8,873 "confidence": "high",874 "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"875 },876 {877 "model_id": "T4-c1",878 "var_name_printed": "location",879 "taxonomy_id": "other",880 "x_transform": "level",881 "x_unit": "index",882 "beta": -0.056,883 "se": null,884 "t": null,885 "p": null,886 "p_stars": "***",887 "ci_lo": null,888 "ci_hi": null,889 "page": 8,890 "confidence": "high",891 "notes": "Ordinal location attractiveness class 1 (most attractive) to 6 (least attractive), pooled Prague model only; only point estimate and stars printed (no SE)"892 },893 {894 "model_id": "T4-c1",895 "var_name_printed": "EPC",896 "taxonomy_id": "energy_efficiency",897 "x_transform": "level",898 "x_unit": "index",899 "beta": -0.08,900 "se": null,901 "t": null,902 "p": null,903 "p_stars": "***",904 "ci_lo": null,905 "ci_hi": null,906 "page": 8,907 "confidence": "high",908 "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"909 },910 {911 "model_id": "T4-c2",912 "var_name_printed": "area_net",913 "taxonomy_id": "living_area",914 "x_transform": "level",915 "x_unit": "m2",916 "beta": 0.001,917 "se": null,918 "t": null,919 "p": null,920 "p_stars": "**",921 "ci_lo": null,922 "ci_hi": null,923 "page": 8,924 "confidence": "high",925 "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE)"926 },927 {928 "model_id": "T4-c2",929 "var_name_printed": "sep_kitch",930 "taxonomy_id": "kitchen_quality",931 "x_transform": "binary",932 "x_unit": "binary",933 "beta": -0.189,934 "se": null,935 "t": null,936 "p": null,937 "p_stars": "",938 "ci_lo": null,939 "ci_hi": null,940 "page": 8,941 "confidence": "high",942 "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"943 },944 {945 "model_id": "T4-c2",946 "var_name_printed": "sqm_room",947 "taxonomy_id": "other",948 "x_transform": "level",949 "x_unit": "m2",950 "beta": 0.006,951 "se": null,952 "t": null,953 "p": null,954 "p_stars": "**",955 "ci_lo": null,956 "ci_hi": null,957 "page": 8,958 "confidence": "high",959 "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"960 },961 {962 "model_id": "T4-c2",963 "var_name_printed": "EPC",964 "taxonomy_id": "energy_efficiency",965 "x_transform": "level",966 "x_unit": "index",967 "beta": -0.039,968 "se": null,969 "t": null,970 "p": null,971 "p_stars": "",972 "ci_lo": null,973 "ci_hi": null,974 "page": 8,975 "confidence": "high",976 "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"977 },978 {979 "model_id": "T4-c3",980 "var_name_printed": "area_net",981 "taxonomy_id": "living_area",982 "x_transform": "level",983 "x_unit": "m2",984 "beta": 0.001,985 "se": null,986 "t": null,987 "p": null,988 "p_stars": "",989 "ci_lo": null,990 "ci_hi": null,991 "page": 8,992 "confidence": "high",993 "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE)"994 },995 {996 "model_id": "T4-c3",997 "var_name_printed": "sep_kitch",998 "taxonomy_id": "kitchen_quality",999 "x_transform": "binary",1000 "x_unit": "binary",1001 "beta": -0.022,1002 "se": null,1003 "t": null,1004 "p": null,1005 "p_stars": "",1006 "ci_lo": null,1007 "ci_hi": null,1008 "page": 8,1009 "confidence": "high",1010 "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"1011 },1012 {1013 "model_id": "T4-c3",1014 "var_name_printed": "sqm_room",1015 "taxonomy_id": "other",1016 "x_transform": "level",1017 "x_unit": "m2",1018 "beta": 0.008,1019 "se": null,1020 "t": null,1021 "p": null,1022 "p_stars": "***",1023 "ci_lo": null,1024 "ci_hi": null,1025 "page": 8,1026 "confidence": "high",1027 "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"1028 },1029 {1030 "model_id": "T4-c3",1031 "var_name_printed": "EPC",1032 "taxonomy_id": "energy_efficiency",1033 "x_transform": "level",1034 "x_unit": "index",1035 "beta": -0.028,1036 "se": null,1037 "t": null,1038 "p": null,1039 "p_stars": "",1040 "ci_lo": null,1041 "ci_hi": null,1042 "page": 8,1043 "confidence": "high",1044 "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"1045 },1046 {1047 "model_id": "T4-c4",1048 "var_name_printed": "area_net",1049 "taxonomy_id": "living_area",1050 "x_transform": "level",1051 "x_unit": "m2",1052 "beta": 0.001,1053 "se": null,1054 "t": null,1055 "p": null,1056 "p_stars": "",1057 "ci_lo": null,1058 "ci_hi": null,1059 "page": 8,1060 "confidence": "high",1061 "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE)"1062 },1063 {1064 "model_id": "T4-c4",1065 "var_name_printed": "sep_kitch",1066 "taxonomy_id": "kitchen_quality",1067 "x_transform": "binary",1068 "x_unit": "binary",1069 "beta": 0.034,1070 "se": null,1071 "t": null,1072 "p": null,1073 "p_stars": "",1074 "ci_lo": null,1075 "ci_hi": null,1076 "page": 8,1077 "confidence": "high",1078 "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"1079 },1080 {1081 "model_id": "T4-c4",1082 "var_name_printed": "sqm_room",1083 "taxonomy_id": "other",1084 "x_transform": "level",1085 "x_unit": "m2",1086 "beta": 0.01,1087 "se": null,1088 "t": null,1089 "p": null,1090 "p_stars": "***",1091 "ci_lo": null,1092 "ci_hi": null,1093 "page": 8,1094 "confidence": "high",1095 "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"1096 },1097 {1098 "model_id": "T4-c4",1099 "var_name_printed": "EPC",1100 "taxonomy_id": "energy_efficiency",1101 "x_transform": "level",1102 "x_unit": "index",1103 "beta": -0.065,1104 "se": null,1105 "t": null,1106 "p": null,1107 "p_stars": "***",1108 "ci_lo": null,1109 "ci_hi": null,1110 "page": 8,1111 "confidence": "high",1112 "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"1113 },1114 {1115 "model_id": "T4-c5",1116 "var_name_printed": "area_net",1117 "taxonomy_id": "living_area",1118 "x_transform": "level",1119 "x_unit": "m2",1120 "beta": 0.001,1121 "se": null,1122 "t": null,1123 "p": null,1124 "p_stars": "",1125 "ci_lo": null,1126 "ci_hi": null,1127 "page": 8,1128 "confidence": "high",1129 "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE)"1130 },1131 {1132 "model_id": "T4-c5",1133 "var_name_printed": "sep_kitch",1134 "taxonomy_id": "kitchen_quality",1135 "x_transform": "binary",1136 "x_unit": "binary",1137 "beta": -0.084,1138 "se": null,1139 "t": null,1140 "p": null,1141 "p_stars": "",1142 "ci_lo": null,1143 "ci_hi": null,1144 "page": 8,1145 "confidence": "high",1146 "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"1147 },1148 {1149 "model_id": "T4-c5",1150 "var_name_printed": "sqm_room",1151 "taxonomy_id": "other",1152 "x_transform": "level",1153 "x_unit": "m2",1154 "beta": 0.015,1155 "se": null,1156 "t": null,1157 "p": null,1158 "p_stars": "***",1159 "ci_lo": null,1160 "ci_hi": null,1161 "page": 8,1162 "confidence": "high",1163 "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"1164 },1165 {1166 "model_id": "T4-c5",1167 "var_name_printed": "EPC",1168 "taxonomy_id": "energy_efficiency",1169 "x_transform": "level",1170 "x_unit": "index",1171 "beta": -0.139,1172 "se": null,1173 "t": null,1174 "p": null,1175 "p_stars": "***",1176 "ci_lo": null,1177 "ci_hi": null,1178 "page": 8,1179 "confidence": "high",1180 "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"1181 },1182 {1183 "model_id": "T4-c6",1184 "var_name_printed": "area_net",1185 "taxonomy_id": "living_area",1186 "x_transform": "level",1187 "x_unit": "m2",1188 "beta": -0.001,1189 "se": null,1190 "t": null,1191 "p": null,1192 "p_stars": "***",1193 "ci_lo": null,1194 "ci_hi": null,1195 "page": 8,1196 "confidence": "high",1197 "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE)"1198 },1199 {1200 "model_id": "T4-c6",1201 "var_name_printed": "sep_kitch",1202 "taxonomy_id": "kitchen_quality",1203 "x_transform": "binary",1204 "x_unit": "binary",1205 "beta": 0.013,1206 "se": null,1207 "t": null,1208 "p": null,1209 "p_stars": "",1210 "ci_lo": null,1211 "ci_hi": null,1212 "page": 8,1213 "confidence": "high",1214 "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"1215 },1216 {1217 "model_id": "T4-c6",1218 "var_name_printed": "sqm_room",1219 "taxonomy_id": "other",1220 "x_transform": "level",1221 "x_unit": "m2",1222 "beta": 0.018,1223 "se": null,1224 "t": null,1225 "p": null,1226 "p_stars": "***",1227 "ci_lo": null,1228 "ci_hi": null,1229 "page": 8,1230 "confidence": "high",1231 "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"1232 },1233 {1234 "model_id": "T4-c6",1235 "var_name_printed": "EPC",1236 "taxonomy_id": "energy_efficiency",1237 "x_transform": "level",1238 "x_unit": "index",1239 "beta": -0.142,1240 "se": null,1241 "t": null,1242 "p": null,1243 "p_stars": "***",1244 "ci_lo": null,1245 "ci_hi": null,1246 "page": 8,1247 "confidence": "high",1248 "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"1249 },1250 {1251 "model_id": "T4-c7",1252 "var_name_printed": "area_net",1253 "taxonomy_id": "living_area",1254 "x_transform": "level",1255 "x_unit": "m2",1256 "beta": -0.001,1257 "se": null,1258 "t": null,1259 "p": null,1260 "p_stars": "",1261 "ci_lo": null,1262 "ci_hi": null,1263 "page": 8,1264 "confidence": "high",1265 "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE)"1266 },1267 {1268 "model_id": "T4-c7",1269 "var_name_printed": "sep_kitch",1270 "taxonomy_id": "kitchen_quality",1271 "x_transform": "binary",1272 "x_unit": "binary",1273 "beta": 0.145,1274 "se": null,1275 "t": null,1276 "p": null,1277 "p_stars": "",1278 "ci_lo": null,1279 "ci_hi": null,1280 "page": 8,1281 "confidence": "high",1282 "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"1283 },1284 {1285 "model_id": "T4-c7",1286 "var_name_printed": "sqm_room",1287 "taxonomy_id": "other",1288 "x_transform": "level",1289 "x_unit": "m2",1290 "beta": 0.016,1291 "se": null,1292 "t": null,1293 "p": null,1294 "p_stars": "***",1295 "ci_lo": null,1296 "ci_hi": null,1297 "page": 8,1298 "confidence": "high",1299 "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"1300 },1301 {1302 "model_id": "T4-c7",1303 "var_name_printed": "EPC",1304 "taxonomy_id": "energy_efficiency",1305 "x_transform": "level",1306 "x_unit": "index",1307 "beta": -0.055,1308 "se": null,1309 "t": null,1310 "p": null,1311 "p_stars": "",1312 "ci_lo": null,1313 "ci_hi": null,1314 "page": 8,1315 "confidence": "high",1316 "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"1317 }1318 ]1319}