1{2 "record_id": "c63f29dcdec077b7ee126d8f2c6b0bcc6611e6a7",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "Spatial heterogeneity in implicit housing prices: evidence from Hangzhou, China",7 "year": 2017,8 "doi": "10.3846/1648715x.2016.1247021",9 "country": "China",10 "region_city": "Hangzhou (six urban districts)",11 "sample_start": 2014,12 "sample_end": 2014,13 "property_type": "condo_apartment",14 "price_type": "unknown",15 "data_source": "real estate agent companies, April 2014; 603 gated residential communities (community-level average price) + field survey + Sogou Map GIS",16 "document_type": "journal",17 "estimators": [18 "OLS",19 "GWR"20 ],21 "spatial_method": "spatial expansion (coordinate interactions), GWR, mixed GWR (adaptive Gaussian kernel)",22 "time_fe": false,23 "location_fe": false,24 "se_type": "OLS",25 "n_obs_total": 603,26 "ai_methods": [],27 "notes": "Unit of observation is the residential community (average price), not individual dwellings. Dependent variable ln(average housing price); paper quotes city prices in RMB/m2 so price is probably per m2 but Table 1 does not state the unit. t statistics printed (no SE). Spatial expansion models: only base coefficients extracted; interaction terms with coordinates (U, V, U2, V2, UV) omitted. GWR/MGWR local estimates recorded at the median with no SE (confidence medium)."28 },29 "models": [30 {31 "model_id": "T2-c1",32 "table": "2",33 "column": "1",34 "page": 7,35 "dep_var": "ln(P), average community housing price (RMB, likely per m2)",36 "dep_transform": "log",37 "estimator": "OLS",38 "n_obs": 603,39 "r2": 0.567,40 "se_or_t_in_parentheses": "t",41 "sample_subset": "Model 1 traditional hedonic; adj R2"42 },43 {44 "model_id": "T3-c1",45 "table": "3",46 "column": "1",47 "page": 8,48 "dep_var": "ln(P), average community housing price (RMB, likely per m2)",49 "dep_transform": "log",50 "estimator": "OLS",51 "n_obs": 603,52 "r2": 0.671,53 "se_or_t_in_parentheses": "t",54 "sample_subset": "Model 2 one-degree spatial expansion (OLS with coordinate interactions); base coefficients only; adj R2"55 },56 {57 "model_id": "T3-c2",58 "table": "3",59 "column": "2",60 "page": 8,61 "dep_var": "ln(P), average community housing price (RMB, likely per m2)",62 "dep_transform": "log",63 "estimator": "OLS",64 "n_obs": 603,65 "r2": 0.704,66 "se_or_t_in_parentheses": "t",67 "sample_subset": "Model 3 quadratic spatial expansion; base coefficients only; adj R2"68 },69 {70 "model_id": "T4-c1",71 "table": "4",72 "column": "Median",73 "page": 9,74 "dep_var": "ln(P), average community housing price (RMB, likely per m2)",75 "dep_transform": "log",76 "estimator": "GWR",77 "n_obs": 603,78 "r2": 0.757,79 "se_or_t_in_parentheses": "none",80 "sample_subset": "Model 4 GWR; median of local coefficients; adj R2"81 },82 {83 "model_id": "T5-c1",84 "table": "5",85 "column": "1",86 "page": 10,87 "dep_var": "ln(P), average community housing price (RMB, likely per m2)",88 "dep_transform": "log",89 "estimator": "GWR",90 "n_obs": 603,91 "r2": 0.766,92 "se_or_t_in_parentheses": "t",93 "sample_subset": "Model 5 MGWR, global (fixed) variables; critical t 1.648 (10%), 1.965 (5%); adj R2 from Table 6"94 },95 {96 "model_id": "T6-c1",97 "table": "6",98 "column": "Median",99 "page": 10,100 "dep_var": "ln(P), average community housing price (RMB, likely per m2)",101 "dep_transform": "log",102 "estimator": "GWR",103 "n_obs": 603,104 "r2": 0.766,105 "se_or_t_in_parentheses": "none",106 "sample_subset": "Model 5 MGWR, local variables; median of local coefficients; adj R2"107 }108 ],109 "coefficients": [110 {111 "model_id": "T2-c1",112 "var_name_printed": "ln(building age)",113 "taxonomy_id": "age",114 "x_transform": "log",115 "x_unit": "years",116 "beta": -0.011,117 "se": null,118 "t": -0.734,119 "p": null,120 "p_stars": "",121 "ci_lo": null,122 "ci_hi": null,123 "page": 7,124 "confidence": "high",125 "notes": "building age in years (age=1 if built 2014), log"126 },127 {128 "model_id": "T2-c1",129 "var_name_printed": "Inner environment",130 "taxonomy_id": "other",131 "x_transform": "level",132 "x_unit": "ordinal",133 "beta": 0.013,134 "se": null,135 "t": 1.221,136 "p": null,137 "p_stars": "",138 "ci_lo": null,139 "ci_hi": null,140 "page": 7,141 "confidence": "high",142 "notes": "environment quality inside gated community, 1-5 score"143 },144 {145 "model_id": "T2-c1",146 "var_name_printed": "External environment",147 "taxonomy_id": "other",148 "x_transform": "level",149 "x_unit": "ordinal",150 "beta": 0.008,151 "se": null,152 "t": 0.809,153 "p": null,154 "p_stars": "",155 "ci_lo": null,156 "ci_hi": null,157 "page": 7,158 "confidence": "high",159 "notes": "natural environment quality around community, 1-5 score"160 },161 {162 "model_id": "T2-c1",163 "var_name_printed": "Property management",164 "taxonomy_id": "other",165 "x_transform": "level",166 "x_unit": "ordinal",167 "beta": 0.042,168 "se": null,169 "t": 5.328,170 "p": null,171 "p_stars": "***",172 "ci_lo": null,173 "ci_hi": null,174 "page": 7,175 "confidence": "high",176 "notes": "property management service quality, 1-5 score"177 },178 {179 "model_id": "T2-c1",180 "var_name_printed": "Sports facility",181 "taxonomy_id": "recreation_private",182 "x_transform": "level",183 "x_unit": "ordinal",184 "beta": 0.031,185 "se": null,186 "t": 3.925,187 "p": null,188 "p_stars": "***",189 "ci_lo": null,190 "ci_hi": null,191 "page": 7,192 "confidence": "high",193 "notes": "community sports facilities quality, 1-5 score"194 },195 {196 "model_id": "T2-c1",197 "var_name_printed": "Nearby university",198 "taxonomy_id": "university_distance",199 "x_transform": "binary",200 "x_unit": "binary",201 "beta": 0.046,202 "se": null,203 "t": 2.979,204 "p": null,205 "p_stars": "***",206 "ci_lo": null,207 "ci_hi": null,208 "page": 7,209 "confidence": "high",210 "notes": "1 = college/university within 1000 m"211 },212 {213 "model_id": "T2-c1",214 "var_name_printed": "Living facility",215 "taxonomy_id": "commercial_distance",216 "x_transform": "level",217 "x_unit": "count",218 "beta": 0.018,219 "se": null,220 "t": 2.208,221 "p": null,222 "p_stars": "**",223 "ci_lo": null,224 "ci_hi": null,225 "page": 7,226 "confidence": "high",227 "notes": "count 0-5 of supermarket, market, bank, post office, hospital within 1000 m"228 },229 {230 "model_id": "T2-c1",231 "var_name_printed": "Education facility",232 "taxonomy_id": "school_distance",233 "x_transform": "level",234 "x_unit": "count",235 "beta": 0.033,236 "se": null,237 "t": 3.39,238 "p": null,239 "p_stars": "***",240 "ci_lo": null,241 "ci_hi": null,242 "page": 7,243 "confidence": "high",244 "notes": "count 0-4 of kindergarten, primary, junior high, high school within 1000 m"245 },246 {247 "model_id": "T2-c1",248 "var_name_printed": "Nearby subway",249 "taxonomy_id": "transit_distance",250 "x_transform": "binary",251 "x_unit": "binary",252 "beta": 0.02,253 "se": null,254 "t": 1.162,255 "p": null,256 "p_stars": "",257 "ci_lo": null,258 "ci_hi": null,259 "page": 7,260 "confidence": "high",261 "notes": "1 = metro station within 500 m"262 },263 {264 "model_id": "T2-c1",265 "var_name_printed": "Traffic condition",266 "taxonomy_id": "transit_distance",267 "x_transform": "level",268 "x_unit": "count",269 "beta": -0.002,270 "se": null,271 "t": -3.023,272 "p": null,273 "p_stars": "***",274 "ci_lo": null,275 "ci_hi": null,276 "page": 7,277 "confidence": "high",278 "notes": "number of bus routes within 1000 m"279 },280 {281 "model_id": "T2-c1",282 "var_name_printed": "ln(distance to Wulin Square)",283 "taxonomy_id": "cbd_distance",284 "x_transform": "log",285 "x_unit": "km",286 "beta": -0.067,287 "se": null,288 "t": -3.429,289 "p": null,290 "p_stars": "***",291 "ci_lo": null,292 "ci_hi": null,293 "page": 7,294 "confidence": "high",295 "notes": "walking distance to traditional CBD (Wulin Square), km, log"296 },297 {298 "model_id": "T2-c1",299 "var_name_printed": "ln(distance to the West Lake)",300 "taxonomy_id": "water_proximity",301 "x_transform": "log",302 "x_unit": "km",303 "beta": -0.221,304 "se": null,305 "t": -12.694,306 "p": null,307 "p_stars": "***",308 "ci_lo": null,309 "ci_hi": null,310 "page": 7,311 "confidence": "high",312 "notes": "walking distance to the West Lake, km, log"313 },314 {315 "model_id": "T2-c1",316 "var_name_printed": "ln(distance to the Qianjiang New Center)",317 "taxonomy_id": "cbd_distance",318 "x_transform": "log",319 "x_unit": "km",320 "beta": -0.059,321 "se": null,322 "t": -4.018,323 "p": null,324 "p_stars": "***",325 "ci_lo": null,326 "ci_hi": null,327 "page": 7,328 "confidence": "high",329 "notes": "walking distance to new CBD (Qianjiang New Center), km, log"330 },331 {332 "model_id": "T3-c1",333 "var_name_printed": "ln(building age)",334 "taxonomy_id": "age",335 "x_transform": "log",336 "x_unit": "years",337 "beta": -0.061,338 "se": null,339 "t": -3.765,340 "p": null,341 "p_stars": "***",342 "ci_lo": null,343 "ci_hi": null,344 "page": 8,345 "confidence": "high",346 "notes": "building age in years (age=1 if built 2014), log; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed"347 },348 {349 "model_id": "T3-c1",350 "var_name_printed": "Inner environment",351 "taxonomy_id": "other",352 "x_transform": "level",353 "x_unit": "ordinal",354 "beta": 0.022,355 "se": null,356 "t": 1.649,357 "p": null,358 "p_stars": "*",359 "ci_lo": null,360 "ci_hi": null,361 "page": 8,362 "confidence": "high",363 "notes": "environment quality inside gated community, 1-5 score; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed"364 },365 {366 "model_id": "T3-c1",367 "var_name_printed": "External environment",368 "taxonomy_id": "other",369 "x_transform": "level",370 "x_unit": "ordinal",371 "beta": 0.022,372 "se": null,373 "t": 1.653,374 "p": null,375 "p_stars": "*",376 "ci_lo": null,377 "ci_hi": null,378 "page": 8,379 "confidence": "high",380 "notes": "natural environment quality around community, 1-5 score; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed"381 },382 {383 "model_id": "T3-c1",384 "var_name_printed": "Property management",385 "taxonomy_id": "other",386 "x_transform": "level",387 "x_unit": "ordinal",388 "beta": 0.036,389 "se": null,390 "t": 3.49,391 "p": null,392 "p_stars": "***",393 "ci_lo": null,394 "ci_hi": null,395 "page": 8,396 "confidence": "high",397 "notes": "property management service quality, 1-5 score; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed"398 },399 {400 "model_id": "T3-c1",401 "var_name_printed": "Sports facility",402 "taxonomy_id": "recreation_private",403 "x_transform": "level",404 "x_unit": "ordinal",405 "beta": 0.032,406 "se": null,407 "t": 4.034,408 "p": null,409 "p_stars": "***",410 "ci_lo": null,411 "ci_hi": null,412 "page": 8,413 "confidence": "high",414 "notes": "community sports facilities quality, 1-5 score; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed"415 },416 {417 "model_id": "T3-c1",418 "var_name_printed": "Living facility",419 "taxonomy_id": "commercial_distance",420 "x_transform": "level",421 "x_unit": "count",422 "beta": 0.032,423 "se": null,424 "t": 3.043,425 "p": null,426 "p_stars": "***",427 "ci_lo": null,428 "ci_hi": null,429 "page": 8,430 "confidence": "high",431 "notes": "count 0-5 of supermarket, market, bank, post office, hospital within 1000 m; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed"432 },433 {434 "model_id": "T3-c1",435 "var_name_printed": "Traffic condition",436 "taxonomy_id": "transit_distance",437 "x_transform": "level",438 "x_unit": "count",439 "beta": -0.005,440 "se": null,441 "t": -3.585,442 "p": null,443 "p_stars": "***",444 "ci_lo": null,445 "ci_hi": null,446 "page": 8,447 "confidence": "high",448 "notes": "number of bus routes within 1000 m; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed"449 },450 {451 "model_id": "T3-c1",452 "var_name_printed": "ln(distance to Wulin Square)",453 "taxonomy_id": "cbd_distance",454 "x_transform": "log",455 "x_unit": "km",456 "beta": -0.087,457 "se": null,458 "t": 1.786,459 "p": null,460 "p_stars": "*",461 "ci_lo": null,462 "ci_hi": null,463 "page": 8,464 "confidence": "medium",465 "notes": "walking distance to traditional CBD (Wulin Square), km, log; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed; printed t = 1.786 has sign inconsistent with negative coefficient"466 },467 {468 "model_id": "T3-c1",469 "var_name_printed": "ln(distance to the West Lake)",470 "taxonomy_id": "water_proximity",471 "x_transform": "log",472 "x_unit": "km",473 "beta": -0.269,474 "se": null,475 "t": -7.596,476 "p": null,477 "p_stars": "***",478 "ci_lo": null,479 "ci_hi": null,480 "page": 8,481 "confidence": "high",482 "notes": "walking distance to the West Lake, km, log; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed"483 },484 {485 "model_id": "T3-c1",486 "var_name_printed": "ln(distance to the Qianjiang New Center)",487 "taxonomy_id": "cbd_distance",488 "x_transform": "log",489 "x_unit": "km",490 "beta": -0.185,491 "se": null,492 "t": -4.028,493 "p": null,494 "p_stars": "***",495 "ci_lo": null,496 "ci_hi": null,497 "page": 8,498 "confidence": "high",499 "notes": "walking distance to new CBD (Qianjiang New Center), km, log; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed"500 },501 {502 "model_id": "T3-c2",503 "var_name_printed": "ln(building age)",504 "taxonomy_id": "age",505 "x_transform": "log",506 "x_unit": "years",507 "beta": -0.079,508 "se": null,509 "t": -3.247,510 "p": null,511 "p_stars": "***",512 "ci_lo": null,513 "ci_hi": null,514 "page": 8,515 "confidence": "high",516 "notes": "building age in years (age=1 if built 2014), log; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed"517 },518 {519 "model_id": "T3-c2",520 "var_name_printed": "Inner environment",521 "taxonomy_id": "other",522 "x_transform": "level",523 "x_unit": "ordinal",524 "beta": 0.029,525 "se": null,526 "t": 1.729,527 "p": null,528 "p_stars": "***",529 "ci_lo": null,530 "ci_hi": null,531 "page": 8,532 "confidence": "medium",533 "notes": "environment quality inside gated community, 1-5 score; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed; printed *** inconsistent with t = 1.729"534 },535 {536 "model_id": "T3-c2",537 "var_name_printed": "External environment",538 "taxonomy_id": "other",539 "x_transform": "level",540 "x_unit": "ordinal",541 "beta": 0.05,542 "se": null,543 "t": 2.616,544 "p": null,545 "p_stars": "***",546 "ci_lo": null,547 "ci_hi": null,548 "page": 8,549 "confidence": "high",550 "notes": "natural environment quality around community, 1-5 score; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed"551 },552 {553 "model_id": "T3-c2",554 "var_name_printed": "Property management",555 "taxonomy_id": "other",556 "x_transform": "level",557 "x_unit": "ordinal",558 "beta": 0.033,559 "se": null,560 "t": 2.267,561 "p": null,562 "p_stars": "**",563 "ci_lo": null,564 "ci_hi": null,565 "page": 8,566 "confidence": "high",567 "notes": "property management service quality, 1-5 score; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed"568 },569 {570 "model_id": "T3-c2",571 "var_name_printed": "Sports facility",572 "taxonomy_id": "recreation_private",573 "x_transform": "level",574 "x_unit": "ordinal",575 "beta": 0.055,576 "se": null,577 "t": 4.131,578 "p": null,579 "p_stars": "***",580 "ci_lo": null,581 "ci_hi": null,582 "page": 8,583 "confidence": "high",584 "notes": "community sports facilities quality, 1-5 score; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed"585 },586 {587 "model_id": "T3-c2",588 "var_name_printed": "Education facility",589 "taxonomy_id": "school_distance",590 "x_transform": "level",591 "x_unit": "count",592 "beta": 0.05,593 "se": null,594 "t": 2.461,595 "p": null,596 "p_stars": "**",597 "ci_lo": null,598 "ci_hi": null,599 "page": 8,600 "confidence": "high",601 "notes": "count 0-4 of kindergarten, primary, junior high, high school within 1000 m; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed"602 },603 {604 "model_id": "T3-c2",605 "var_name_printed": "Nearby subway",606 "taxonomy_id": "transit_distance",607 "x_transform": "binary",608 "x_unit": "binary",609 "beta": -0.209,610 "se": null,611 "t": -3.208,612 "p": null,613 "p_stars": "***",614 "ci_lo": null,615 "ci_hi": null,616 "page": 8,617 "confidence": "high",618 "notes": "1 = metro station within 500 m; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed"619 },620 {621 "model_id": "T3-c2",622 "var_name_printed": "Traffic condition",623 "taxonomy_id": "transit_distance",624 "x_transform": "level",625 "x_unit": "count",626 "beta": -0.004,627 "se": null,628 "t": -2.037,629 "p": null,630 "p_stars": "**",631 "ci_lo": null,632 "ci_hi": null,633 "page": 8,634 "confidence": "high",635 "notes": "number of bus routes within 1000 m; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed"636 },637 {638 "model_id": "T3-c2",639 "var_name_printed": "ln(distance to Wulin Square)",640 "taxonomy_id": "cbd_distance",641 "x_transform": "log",642 "x_unit": "km",643 "beta": -0.168,644 "se": null,645 "t": -2.149,646 "p": null,647 "p_stars": "**",648 "ci_lo": null,649 "ci_hi": null,650 "page": 8,651 "confidence": "high",652 "notes": "walking distance to traditional CBD (Wulin Square), km, log; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed"653 },654 {655 "model_id": "T3-c2",656 "var_name_printed": "ln(distance to the West Lake)",657 "taxonomy_id": "water_proximity",658 "x_transform": "log",659 "x_unit": "km",660 "beta": -0.336,661 "se": null,662 "t": -6.557,663 "p": null,664 "p_stars": "***",665 "ci_lo": null,666 "ci_hi": null,667 "page": 8,668 "confidence": "high",669 "notes": "walking distance to the West Lake, km, log; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed"670 },671 {672 "model_id": "T3-c2",673 "var_name_printed": "ln(distance to the Qianjiang New Center)",674 "taxonomy_id": "cbd_distance",675 "x_transform": "log",676 "x_unit": "km",677 "beta": -0.237,678 "se": null,679 "t": -3.061,680 "p": null,681 "p_stars": "***",682 "ci_lo": null,683 "ci_hi": null,684 "page": 8,685 "confidence": "high",686 "notes": "walking distance to new CBD (Qianjiang New Center), km, log; base term of spatial expansion model (interaction terms with coordinates not extracted); only terms significant at 10% are printed"687 },688 {689 "model_id": "T4-c1",690 "var_name_printed": "ln(building age)",691 "taxonomy_id": "age",692 "x_transform": "log",693 "x_unit": "years",694 "beta": -0.061,695 "se": null,696 "t": null,697 "p": null,698 "p_stars": "**",699 "ci_lo": null,700 "ci_hi": null,701 "page": 9,702 "confidence": "medium",703 "notes": "building age in years (age=1 if built 2014), log; GWR median of local estimates; stars printed on median; no SE"704 },705 {706 "model_id": "T4-c1",707 "var_name_printed": "Inner environment",708 "taxonomy_id": "other",709 "x_transform": "level",710 "x_unit": "ordinal",711 "beta": 0.043,712 "se": null,713 "t": null,714 "p": null,715 "p_stars": "**",716 "ci_lo": null,717 "ci_hi": null,718 "page": 9,719 "confidence": "medium",720 "notes": "environment quality inside gated community, 1-5 score; GWR median of local estimates; stars printed on median; no SE"721 },722 {723 "model_id": "T4-c1",724 "var_name_printed": "External environment",725 "taxonomy_id": "other",726 "x_transform": "level",727 "x_unit": "ordinal",728 "beta": 0.015,729 "se": null,730 "t": null,731 "p": null,732 "p_stars": "*",733 "ci_lo": null,734 "ci_hi": null,735 "page": 9,736 "confidence": "medium",737 "notes": "natural environment quality around community, 1-5 score; GWR median of local estimates; stars printed on median; no SE"738 },739 {740 "model_id": "T4-c1",741 "var_name_printed": "Property management",742 "taxonomy_id": "other",743 "x_transform": "level",744 "x_unit": "ordinal",745 "beta": 0.016,746 "se": null,747 "t": null,748 "p": null,749 "p_stars": "***",750 "ci_lo": null,751 "ci_hi": null,752 "page": 9,753 "confidence": "medium",754 "notes": "property management service quality, 1-5 score; GWR median of local estimates; stars printed on median; no SE"755 },756 {757 "model_id": "T4-c1",758 "var_name_printed": "Sports facility",759 "taxonomy_id": "recreation_private",760 "x_transform": "level",761 "x_unit": "ordinal",762 "beta": 0.028,763 "se": null,764 "t": null,765 "p": null,766 "p_stars": "***",767 "ci_lo": null,768 "ci_hi": null,769 "page": 9,770 "confidence": "medium",771 "notes": "community sports facilities quality, 1-5 score; GWR median of local estimates; stars printed on median; no SE"772 },773 {774 "model_id": "T4-c1",775 "var_name_printed": "Nearby university",776 "taxonomy_id": "university_distance",777 "x_transform": "binary",778 "x_unit": "binary",779 "beta": 0.015,780 "se": null,781 "t": null,782 "p": null,783 "p_stars": "***",784 "ci_lo": null,785 "ci_hi": null,786 "page": 9,787 "confidence": "medium",788 "notes": "1 = college/university within 1000 m; GWR median of local estimates; stars printed on median; no SE"789 },790 {791 "model_id": "T4-c1",792 "var_name_printed": "Living facility",793 "taxonomy_id": "commercial_distance",794 "x_transform": "level",795 "x_unit": "count",796 "beta": 0.012,797 "se": null,798 "t": null,799 "p": null,800 "p_stars": "***",801 "ci_lo": null,802 "ci_hi": null,803 "page": 9,804 "confidence": "medium",805 "notes": "count 0-5 of supermarket, market, bank, post office, hospital within 1000 m; GWR median of local estimates; stars printed on median; no SE"806 },807 {808 "model_id": "T4-c1",809 "var_name_printed": "Education facility",810 "taxonomy_id": "school_distance",811 "x_transform": "level",812 "x_unit": "count",813 "beta": 0.01,814 "se": null,815 "t": null,816 "p": null,817 "p_stars": "***",818 "ci_lo": null,819 "ci_hi": null,820 "page": 9,821 "confidence": "medium",822 "notes": "count 0-4 of kindergarten, primary, junior high, high school within 1000 m; GWR median of local estimates; stars printed on median; no SE"823 },824 {825 "model_id": "T4-c1",826 "var_name_printed": "Nearby subway",827 "taxonomy_id": "transit_distance",828 "x_transform": "binary",829 "x_unit": "binary",830 "beta": 0.021,831 "se": null,832 "t": null,833 "p": null,834 "p_stars": "**",835 "ci_lo": null,836 "ci_hi": null,837 "page": 9,838 "confidence": "medium",839 "notes": "1 = metro station within 500 m; GWR median of local estimates; stars printed on median; no SE"840 },841 {842 "model_id": "T4-c1",843 "var_name_printed": "Traffic condition",844 "taxonomy_id": "transit_distance",845 "x_transform": "level",846 "x_unit": "count",847 "beta": -0.002,848 "se": null,849 "t": null,850 "p": null,851 "p_stars": "***",852 "ci_lo": null,853 "ci_hi": null,854 "page": 9,855 "confidence": "medium",856 "notes": "number of bus routes within 1000 m; GWR median of local estimates; stars printed on median; no SE"857 },858 {859 "model_id": "T4-c1",860 "var_name_printed": "ln(distance to Wulin Square)",861 "taxonomy_id": "cbd_distance",862 "x_transform": "log",863 "x_unit": "km",864 "beta": -0.034,865 "se": null,866 "t": null,867 "p": null,868 "p_stars": "***",869 "ci_lo": null,870 "ci_hi": null,871 "page": 9,872 "confidence": "medium",873 "notes": "walking distance to traditional CBD (Wulin Square), km, log; GWR median of local estimates; stars printed on median; no SE"874 },875 {876 "model_id": "T4-c1",877 "var_name_printed": "ln(distance to the West Lake)",878 "taxonomy_id": "water_proximity",879 "x_transform": "log",880 "x_unit": "km",881 "beta": -0.28,882 "se": null,883 "t": null,884 "p": null,885 "p_stars": "***",886 "ci_lo": null,887 "ci_hi": null,888 "page": 9,889 "confidence": "medium",890 "notes": "walking distance to the West Lake, km, log; GWR median of local estimates; stars printed on median; no SE"891 },892 {893 "model_id": "T4-c1",894 "var_name_printed": "ln(distance to the Qianjiang New Center)",895 "taxonomy_id": "cbd_distance",896 "x_transform": "log",897 "x_unit": "km",898 "beta": -0.131,899 "se": null,900 "t": null,901 "p": null,902 "p_stars": "***",903 "ci_lo": null,904 "ci_hi": null,905 "page": 9,906 "confidence": "medium",907 "notes": "walking distance to new CBD (Qianjiang New Center), km, log; GWR median of local estimates; stars printed on median; no SE"908 },909 {910 "model_id": "T5-c1",911 "var_name_printed": "Inner environment",912 "taxonomy_id": "other",913 "x_transform": "level",914 "x_unit": "ordinal",915 "beta": 0.048,916 "se": null,917 "t": 4.176,918 "p": null,919 "p_stars": "",920 "ci_lo": null,921 "ci_hi": null,922 "page": 10,923 "confidence": "high",924 "notes": "environment quality inside gated community, 1-5 score; MGWR global coefficient; t value printed, no stars (critical values 1.648/1.965)"925 },926 {927 "model_id": "T5-c1",928 "var_name_printed": "Nearby university",929 "taxonomy_id": "university_distance",930 "x_transform": "binary",931 "x_unit": "binary",932 "beta": 0.04,933 "se": null,934 "t": 2.635,935 "p": null,936 "p_stars": "",937 "ci_lo": null,938 "ci_hi": null,939 "page": 10,940 "confidence": "high",941 "notes": "1 = college/university within 1000 m; MGWR global coefficient; t value printed, no stars (critical values 1.648/1.965)"942 },943 {944 "model_id": "T5-c1",945 "var_name_printed": "Sports facility",946 "taxonomy_id": "recreation_private",947 "x_transform": "level",948 "x_unit": "ordinal",949 "beta": 0.021,950 "se": null,951 "t": 3.246,952 "p": null,953 "p_stars": "",954 "ci_lo": null,955 "ci_hi": null,956 "page": 10,957 "confidence": "high",958 "notes": "community sports facilities quality, 1-5 score; MGWR global coefficient; t value printed, no stars (critical values 1.648/1.965)"959 },960 {961 "model_id": "T5-c1",962 "var_name_printed": "Property management",963 "taxonomy_id": "other",964 "x_transform": "level",965 "x_unit": "ordinal",966 "beta": 0.012,967 "se": null,968 "t": 1.722,969 "p": null,970 "p_stars": "",971 "ci_lo": null,972 "ci_hi": null,973 "page": 10,974 "confidence": "high",975 "notes": "property management service quality, 1-5 score; MGWR global coefficient; t value printed, no stars (critical values 1.648/1.965)"976 },977 {978 "model_id": "T6-c1",979 "var_name_printed": "ln(building age)",980 "taxonomy_id": "age",981 "x_transform": "log",982 "x_unit": "years",983 "beta": -0.079,984 "se": null,985 "t": null,986 "p": null,987 "p_stars": "",988 "ci_lo": null,989 "ci_hi": null,990 "page": 10,991 "confidence": "medium",992 "notes": "building age in years (age=1 if built 2014), log; MGWR median of local estimates; no SE or stars"993 },994 {995 "model_id": "T6-c1",996 "var_name_printed": "External environment",997 "taxonomy_id": "other",998 "x_transform": "level",999 "x_unit": "ordinal",1000 "beta": 0.015,1001 "se": null,1002 "t": null,1003 "p": null,1004 "p_stars": "",1005 "ci_lo": null,1006 "ci_hi": null,1007 "page": 10,1008 "confidence": "medium",1009 "notes": "natural environment quality around community, 1-5 score; MGWR median of local estimates; no SE or stars"1010 },1011 {1012 "model_id": "T6-c1",1013 "var_name_printed": "Living facility",1014 "taxonomy_id": "commercial_distance",1015 "x_transform": "level",1016 "x_unit": "count",1017 "beta": 0.011,1018 "se": null,1019 "t": null,1020 "p": null,1021 "p_stars": "",1022 "ci_lo": null,1023 "ci_hi": null,1024 "page": 10,1025 "confidence": "medium",1026 "notes": "count 0-5 of supermarket, market, bank, post office, hospital within 1000 m; MGWR median of local estimates; no SE or stars"1027 },1028 {1029 "model_id": "T6-c1",1030 "var_name_printed": "Education facility",1031 "taxonomy_id": "school_distance",1032 "x_transform": "level",1033 "x_unit": "count",1034 "beta": 0.025,1035 "se": null,1036 "t": null,1037 "p": null,1038 "p_stars": "",1039 "ci_lo": null,1040 "ci_hi": null,1041 "page": 10,1042 "confidence": "medium",1043 "notes": "count 0-4 of kindergarten, primary, junior high, high school within 1000 m; MGWR median of local estimates; no SE or stars"1044 },1045 {1046 "model_id": "T6-c1",1047 "var_name_printed": "Nearby subway",1048 "taxonomy_id": "transit_distance",1049 "x_transform": "binary",1050 "x_unit": "binary",1051 "beta": 0.007,1052 "se": null,1053 "t": null,1054 "p": null,1055 "p_stars": "",1056 "ci_lo": null,1057 "ci_hi": null,1058 "page": 10,1059 "confidence": "medium",1060 "notes": "1 = metro station within 500 m; MGWR median of local estimates; no SE or stars"1061 },1062 {1063 "model_id": "T6-c1",1064 "var_name_printed": "Traffic condition",1065 "taxonomy_id": "transit_distance",1066 "x_transform": "level",1067 "x_unit": "count",1068 "beta": -0.002,1069 "se": null,1070 "t": null,1071 "p": null,1072 "p_stars": "",1073 "ci_lo": null,1074 "ci_hi": null,1075 "page": 10,1076 "confidence": "medium",1077 "notes": "number of bus routes within 1000 m; MGWR median of local estimates; no SE or stars"1078 },1079 {1080 "model_id": "T6-c1",1081 "var_name_printed": "ln(distance to Wulin Square)",1082 "taxonomy_id": "cbd_distance",1083 "x_transform": "log",1084 "x_unit": "km",1085 "beta": -0.003,1086 "se": null,1087 "t": null,1088 "p": null,1089 "p_stars": "",1090 "ci_lo": null,1091 "ci_hi": null,1092 "page": 10,1093 "confidence": "medium",1094 "notes": "walking distance to traditional CBD (Wulin Square), km, log; MGWR median of local estimates; no SE or stars"1095 },1096 {1097 "model_id": "T6-c1",1098 "var_name_printed": "ln(distance to the West Lake)",1099 "taxonomy_id": "water_proximity",1100 "x_transform": "log",1101 "x_unit": "km",1102 "beta": -0.307,1103 "se": null,1104 "t": null,1105 "p": null,1106 "p_stars": "",1107 "ci_lo": null,1108 "ci_hi": null,1109 "page": 10,1110 "confidence": "medium",1111 "notes": "walking distance to the West Lake, km, log; MGWR median of local estimates; no SE or stars"1112 },1113 {1114 "model_id": "T6-c1",1115 "var_name_printed": "ln(distance to the Qianjiang New Center)",1116 "taxonomy_id": "cbd_distance",1117 "x_transform": "log",1118 "x_unit": "km",1119 "beta": -0.069,1120 "se": null,1121 "t": null,1122 "p": null,1123 "p_stars": "",1124 "ci_lo": null,1125 "ci_hi": null,1126 "page": 10,1127 "confidence": "medium",1128 "notes": "walking distance to new CBD (Qianjiang New Center), km, log; MGWR median of local estimates; no SE or stars"1129 }1130 ]1131}