1{2 "record_id": "58a9ab2513035056fdc6d56cafc04ae9d61a0955",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "Willing to pay more for high-quality schools? A hedonic pricing and propensity score matching approach",7 "year": 2018,8 "doi": "10.14246/irspsd.6.1_45",9 "country": "China",10 "region_city": "Xiamen Island (Siming and Huli districts), Fujian",11 "sample_start": 2014,12 "sample_end": 2014,13 "property_type": "condo_apartment",14 "price_type": "listing",15 "data_source": "soufang.com listings of second-hand apartments in 286 multi-/high-storey residential complexes, collected April 2014 (N = 1,250)",16 "document_type": "journal",17 "estimators": [18 "OLS",19 "other"20 ],21 "spatial_method": "none",22 "time_fe": false,23 "location_fe": false,24 "se_type": "unknown",25 "n_obs_total": 1250,26 "ai_methods": [],27 "notes": "Dependent variable: natural log of listing price (currency/unit of price not stated in the extracted pages). Table 2: semi-log and double-log OLS (t-values in separate column). Table 3: four Box-Cox models (coefficient with t-value in parentheses); LHS lambda 0.317 (simple LHS), RHS lambda 1.128 (simple RHS), common lambda 0.030 (simple both-side), LHS 0.032 / RHS 0.080 (separate both-side); dummies never transformed. Significance letters: a = 1%, b = 5%, c = not significant at 5%; recorded as *** / ** / blank. Some printed letters are inconsistent with the t-values (School in both-side Box-Cox models printed 'c' with t > 5; Middle school printed 'a' with t = 1.84/1.70) — recorded as printed. Propensity-score matching results not extracted."28 },29 "models": [30 {31 "model_id": "T2-c1",32 "table": "2",33 "column": "1",34 "page": 10,35 "dep_var": "ln(price)",36 "dep_transform": "log",37 "estimator": "OLS",38 "n_obs": 1250,39 "r2": 0.801,40 "se_or_t_in_parentheses": "t",41 "sample_subset": "Semi-log model; adjusted R2"42 },43 {44 "model_id": "T2-c2",45 "table": "2",46 "column": "2",47 "page": 10,48 "dep_var": "ln(price)",49 "dep_transform": "log",50 "estimator": "OLS",51 "n_obs": 1250,52 "r2": 0.85,53 "se_or_t_in_parentheses": "t",54 "sample_subset": "Double-log model (continuous regressors in logs); adjusted R2"55 },56 {57 "model_id": "T3-c1",58 "table": "3",59 "column": "1",60 "page": 12,61 "dep_var": "Box-Cox(price), lambda = 0.317",62 "dep_transform": "boxcox",63 "estimator": "other",64 "n_obs": 1250,65 "r2": 0.826,66 "se_or_t_in_parentheses": "t",67 "sample_subset": "Simple left-hand-side Box-Cox model; adjusted R2; ML Box-Cox"68 },69 {70 "model_id": "T3-c2",71 "table": "3",72 "column": "2",73 "page": 12,74 "dep_var": "price (untransformed)",75 "dep_transform": "level",76 "estimator": "other",77 "n_obs": 1250,78 "r2": 0.806,79 "se_or_t_in_parentheses": "t",80 "sample_subset": "Simple right-hand-side Box-Cox model (regressors transformed, lambda = 1.128); adjusted R2"81 },82 {83 "model_id": "T3-c3",84 "table": "3",85 "column": "3",86 "page": 12,87 "dep_var": "Box-Cox(price), common lambda = 0.030",88 "dep_transform": "boxcox",89 "estimator": "other",90 "n_obs": 1250,91 "r2": 0.851,92 "se_or_t_in_parentheses": "t",93 "sample_subset": "Simple both-side Box-Cox model (same lambda both sides); adjusted R2"94 },95 {96 "model_id": "T3-c4",97 "table": "3",98 "column": "4",99 "page": 12,100 "dep_var": "Box-Cox(price), LHS lambda = 0.032",101 "dep_transform": "boxcox",102 "estimator": "other",103 "n_obs": 1250,104 "r2": 0.851,105 "se_or_t_in_parentheses": "t",106 "sample_subset": "Separate both-side Box-Cox model (RHS lambda = 0.080); adjusted R2"107 }108 ],109 "coefficients": [110 {111 "model_id": "T2-c1",112 "var_name_printed": "Area",113 "taxonomy_id": "living_area",114 "x_transform": "level",115 "x_unit": "m2",116 "beta": 0.01,117 "se": null,118 "t": 59.16,119 "p": null,120 "p_stars": "***",121 "ci_lo": null,122 "ci_hi": null,123 "page": 10,124 "confidence": "high",125 "notes": "Gross floor area; printed significance letter 'a'"126 },127 {128 "model_id": "T2-c2",129 "var_name_printed": "Area",130 "taxonomy_id": "living_area",131 "x_transform": "log",132 "x_unit": "m2",133 "beta": 1.008,134 "se": null,135 "t": 70.7,136 "p": null,137 "p_stars": "***",138 "ci_lo": null,139 "ci_hi": null,140 "page": 10,141 "confidence": "high",142 "notes": "Gross floor area; printed significance letter 'a'"143 },144 {145 "model_id": "T2-c1",146 "var_name_printed": "Age",147 "taxonomy_id": "age",148 "x_transform": "level",149 "x_unit": "years",150 "beta": -0.011,151 "se": null,152 "t": -7.65,153 "p": null,154 "p_stars": "***",155 "ci_lo": null,156 "ci_hi": null,157 "page": 10,158 "confidence": "high",159 "notes": "2015 minus year of occupation permit; printed significance letter 'a'"160 },161 {162 "model_id": "T2-c2",163 "var_name_printed": "Age",164 "taxonomy_id": "age",165 "x_transform": "log",166 "x_unit": "years",167 "beta": -0.153,168 "se": null,169 "t": -11.26,170 "p": null,171 "p_stars": "***",172 "ci_lo": null,173 "ci_hi": null,174 "page": 10,175 "confidence": "high",176 "notes": "2015 minus year of occupation permit; printed significance letter 'a'"177 },178 {179 "model_id": "T2-c1",180 "var_name_printed": "Local environment",181 "taxonomy_id": "other",182 "x_transform": "level",183 "x_unit": "index",184 "beta": 0.068,185 "se": null,186 "t": 8.36,187 "p": null,188 "p_stars": "***",189 "ci_lo": null,190 "ci_hi": null,191 "page": 10,192 "confidence": "high",193 "notes": "Environment quality of the residential complex, 5-point Likert; printed significance letter 'a'"194 },195 {196 "model_id": "T2-c2",197 "var_name_printed": "Local environment",198 "taxonomy_id": "other",199 "x_transform": "log",200 "x_unit": "index",201 "beta": 0.177,202 "se": null,203 "t": 7.94,204 "p": null,205 "p_stars": "***",206 "ci_lo": null,207 "ci_hi": null,208 "page": 10,209 "confidence": "high",210 "notes": "Environment quality of the residential complex, 5-point Likert; printed significance letter 'a'"211 },212 {213 "model_id": "T2-c1",214 "var_name_printed": "School",215 "taxonomy_id": "school_quality",216 "x_transform": "binary",217 "x_unit": "binary",218 "beta": 0.089,219 "se": null,220 "t": 4.0,221 "p": null,222 "p_stars": "***",223 "ci_lo": null,224 "ci_hi": null,225 "page": 10,226 "confidence": "high",227 "notes": "Property within attendance zone of a provincial-level demonstration elementary school (xuequfang); printed significance letter 'a'"228 },229 {230 "model_id": "T2-c2",231 "var_name_printed": "School",232 "taxonomy_id": "school_quality",233 "x_transform": "binary",234 "x_unit": "binary",235 "beta": 0.108,236 "se": null,237 "t": 5.45,238 "p": null,239 "p_stars": "***",240 "ci_lo": null,241 "ci_hi": null,242 "page": 10,243 "confidence": "high",244 "notes": "Property within attendance zone of a provincial-level demonstration elementary school (xuequfang); printed significance letter 'a'"245 },246 {247 "model_id": "T2-c1",248 "var_name_printed": "Kindergarten",249 "taxonomy_id": "school_distance",250 "x_transform": "binary",251 "x_unit": "binary",252 "beta": 0.009,253 "se": null,254 "t": 0.47,255 "p": null,256 "p_stars": "",257 "ci_lo": null,258 "ci_hi": null,259 "page": 10,260 "confidence": "high",261 "notes": "At least one kindergarten within 500 m; printed significance letter 'c'"262 },263 {264 "model_id": "T2-c2",265 "var_name_printed": "Kindergarten",266 "taxonomy_id": "school_distance",267 "x_transform": "binary",268 "x_unit": "binary",269 "beta": -0.011,270 "se": null,271 "t": -0.68,272 "p": null,273 "p_stars": "",274 "ci_lo": null,275 "ci_hi": null,276 "page": 10,277 "confidence": "high",278 "notes": "At least one kindergarten within 500 m; printed significance letter 'c'"279 },280 {281 "model_id": "T2-c1",282 "var_name_printed": "Middle school",283 "taxonomy_id": "school_distance",284 "x_transform": "binary",285 "x_unit": "binary",286 "beta": -0.001,287 "se": null,288 "t": -0.06,289 "p": null,290 "p_stars": "",291 "ci_lo": null,292 "ci_hi": null,293 "page": 10,294 "confidence": "high",295 "notes": "At least one middle school within 1,000 m; printed significance letter 'c'"296 },297 {298 "model_id": "T2-c2",299 "var_name_printed": "Middle school",300 "taxonomy_id": "school_distance",301 "x_transform": "binary",302 "x_unit": "binary",303 "beta": 0.032,304 "se": null,305 "t": 1.91,306 "p": null,307 "p_stars": "",308 "ci_lo": null,309 "ci_hi": null,310 "page": 10,311 "confidence": "high",312 "notes": "At least one middle school within 1,000 m; printed significance letter 'c'"313 },314 {315 "model_id": "T2-c1",316 "var_name_printed": "Xiamen University",317 "taxonomy_id": "university_distance",318 "x_transform": "binary",319 "x_unit": "binary",320 "beta": 0.206,321 "se": null,322 "t": 3.45,323 "p": null,324 "p_stars": "***",325 "ci_lo": null,326 "ci_hi": null,327 "page": 10,328 "confidence": "high",329 "notes": "Xiamen University within 1,000 m; printed significance letter 'a'"330 },331 {332 "model_id": "T2-c2",333 "var_name_printed": "Xiamen University",334 "taxonomy_id": "university_distance",335 "x_transform": "binary",336 "x_unit": "binary",337 "beta": 0.144,338 "se": null,339 "t": 3.04,340 "p": null,341 "p_stars": "***",342 "ci_lo": null,343 "ci_hi": null,344 "page": 10,345 "confidence": "high",346 "notes": "Xiamen University within 1,000 m; printed significance letter 'a'"347 },348 {349 "model_id": "T2-c1",350 "var_name_printed": "BRT",351 "taxonomy_id": "transit_distance",352 "x_transform": "binary",353 "x_unit": "binary",354 "beta": 0.077,355 "se": null,356 "t": 4.72,357 "p": null,358 "p_stars": "***",359 "ci_lo": null,360 "ci_hi": null,361 "page": 10,362 "confidence": "high",363 "notes": "BRT station within 800 m; printed significance letter 'a'"364 },365 {366 "model_id": "T2-c2",367 "var_name_printed": "BRT",368 "taxonomy_id": "transit_distance",369 "x_transform": "binary",370 "x_unit": "binary",371 "beta": 0.1,372 "se": null,373 "t": 6.85,374 "p": null,375 "p_stars": "***",376 "ci_lo": null,377 "ci_hi": null,378 "page": 10,379 "confidence": "high",380 "notes": "BRT station within 800 m; printed significance letter 'a'"381 },382 {383 "model_id": "T2-c1",384 "var_name_printed": "Distance to hospital",385 "taxonomy_id": "hospital_distance",386 "x_transform": "level",387 "x_unit": "km",388 "beta": 0.047,389 "se": null,390 "t": 4.41,391 "p": null,392 "p_stars": "***",393 "ci_lo": null,394 "ci_hi": null,395 "page": 10,396 "confidence": "high",397 "notes": "Euclidean distance to nearest Class 2A/3A hospital; printed significance letter 'a'"398 },399 {400 "model_id": "T2-c2",401 "var_name_printed": "Distance to hospital",402 "taxonomy_id": "hospital_distance",403 "x_transform": "log",404 "x_unit": "km",405 "beta": 0.018,406 "se": null,407 "t": 2.13,408 "p": null,409 "p_stars": "**",410 "ci_lo": null,411 "ci_hi": null,412 "page": 10,413 "confidence": "high",414 "notes": "Euclidean distance to nearest Class 2A/3A hospital; printed significance letter 'b'"415 },416 {417 "model_id": "T2-c1",418 "var_name_printed": "Distance to cultural/sports center",419 "taxonomy_id": "neighbourhood_amenities",420 "x_transform": "level",421 "x_unit": "km",422 "beta": -0.057,423 "se": null,424 "t": -5.04,425 "p": null,426 "p_stars": "***",427 "ci_lo": null,428 "ci_hi": null,429 "page": 10,430 "confidence": "high",431 "notes": "Euclidean distance to nearest cultural/sports centre; printed significance letter 'a'"432 },433 {434 "model_id": "T2-c2",435 "var_name_printed": "Distance to cultural/sports center",436 "taxonomy_id": "neighbourhood_amenities",437 "x_transform": "log",438 "x_unit": "km",439 "beta": -0.049,440 "se": null,441 "t": -5.25,442 "p": null,443 "p_stars": "***",444 "ci_lo": null,445 "ci_hi": null,446 "page": 10,447 "confidence": "high",448 "notes": "Euclidean distance to nearest cultural/sports centre; printed significance letter 'a'"449 },450 {451 "model_id": "T2-c1",452 "var_name_printed": "Distance to city center",453 "taxonomy_id": "cbd_distance",454 "x_transform": "level",455 "x_unit": "km",456 "beta": -0.021,457 "se": null,458 "t": -6.04,459 "p": null,460 "p_stars": "***",461 "ci_lo": null,462 "ci_hi": null,463 "page": 10,464 "confidence": "high",465 "notes": "Euclidean distance to Zhongshan Road; printed significance letter 'a'"466 },467 {468 "model_id": "T2-c2",469 "var_name_printed": "Distance to city center",470 "taxonomy_id": "cbd_distance",471 "x_transform": "log",472 "x_unit": "km",473 "beta": -0.077,474 "se": null,475 "t": -6.36,476 "p": null,477 "p_stars": "***",478 "ci_lo": null,479 "ci_hi": null,480 "page": 10,481 "confidence": "high",482 "notes": "Euclidean distance to Zhongshan Road; printed significance letter 'a'"483 },484 {485 "model_id": "T2-c1",486 "var_name_printed": "Distance to lake",487 "taxonomy_id": "water_proximity",488 "x_transform": "level",489 "x_unit": "km",490 "beta": -0.072,491 "se": null,492 "t": -6.06,493 "p": null,494 "p_stars": "***",495 "ci_lo": null,496 "ci_hi": null,497 "page": 10,498 "confidence": "high",499 "notes": "Euclidean distance to nearest lake; printed significance letter 'a'"500 },501 {502 "model_id": "T2-c2",503 "var_name_printed": "Distance to lake",504 "taxonomy_id": "water_proximity",505 "x_transform": "log",506 "x_unit": "km",507 "beta": -0.051,508 "se": null,509 "t": -5.95,510 "p": null,511 "p_stars": "***",512 "ci_lo": null,513 "ci_hi": null,514 "page": 10,515 "confidence": "high",516 "notes": "Euclidean distance to nearest lake; printed significance letter 'a'"517 },518 {519 "model_id": "T3-c1",520 "var_name_printed": "Area",521 "taxonomy_id": "living_area",522 "x_transform": "level",523 "x_unit": "m2",524 "beta": 0.055,525 "se": null,526 "t": 63.53,527 "p": null,528 "p_stars": "***",529 "ci_lo": null,530 "ci_hi": null,531 "page": 12,532 "confidence": "high",533 "notes": "Gross floor area; printed significance letter 'a'"534 },535 {536 "model_id": "T3-c2",537 "var_name_printed": "Area",538 "taxonomy_id": "living_area",539 "x_transform": "other",540 "x_unit": "m2",541 "beta": 1.429,542 "se": null,543 "t": 59.11,544 "p": null,545 "p_stars": "***",546 "ci_lo": null,547 "ci_hi": null,548 "page": 12,549 "confidence": "high",550 "notes": "Gross floor area; regressor Box-Cox transformed; printed significance letter 'a'"551 },552 {553 "model_id": "T3-c3",554 "var_name_printed": "Area",555 "taxonomy_id": "living_area",556 "x_transform": "other",557 "x_unit": "m2",558 "beta": 1.035,559 "se": null,560 "t": 70.56,561 "p": null,562 "p_stars": "***",563 "ci_lo": null,564 "ci_hi": null,565 "page": 12,566 "confidence": "high",567 "notes": "Gross floor area; regressor Box-Cox transformed; printed significance letter 'a'"568 },569 {570 "model_id": "T3-c4",571 "var_name_printed": "Area",572 "taxonomy_id": "living_area",573 "x_transform": "other",574 "x_unit": "m2",575 "beta": 0.833,576 "se": null,577 "t": 70.52,578 "p": null,579 "p_stars": "***",580 "ci_lo": null,581 "ci_hi": null,582 "page": 12,583 "confidence": "high",584 "notes": "Gross floor area; regressor Box-Cox transformed; printed significance letter 'a'"585 },586 {587 "model_id": "T3-c1",588 "var_name_printed": "Age",589 "taxonomy_id": "age",590 "x_transform": "level",591 "x_unit": "years",592 "beta": -0.074,593 "se": null,594 "t": -9.3,595 "p": null,596 "p_stars": "***",597 "ci_lo": null,598 "ci_hi": null,599 "page": 12,600 "confidence": "high",601 "notes": "2015 minus year of occupation permit; printed significance letter 'a'"602 },603 {604 "model_id": "T3-c2",605 "var_name_printed": "Age",606 "taxonomy_id": "age",607 "x_transform": "other",608 "x_unit": "years",609 "beta": -3.044,610 "se": null,611 "t": -10.17,612 "p": null,613 "p_stars": "***",614 "ci_lo": null,615 "ci_hi": null,616 "page": 12,617 "confidence": "high",618 "notes": "2015 minus year of occupation permit; regressor Box-Cox transformed; printed significance letter 'a'"619 },620 {621 "model_id": "T3-c3",622 "var_name_printed": "Age",623 "taxonomy_id": "age",624 "x_transform": "other",625 "x_unit": "years",626 "beta": -0.169,627 "se": null,628 "t": -11.32,629 "p": null,630 "p_stars": "***",631 "ci_lo": null,632 "ci_hi": null,633 "page": 12,634 "confidence": "high",635 "notes": "2015 minus year of occupation permit; regressor Box-Cox transformed; printed significance letter 'a'"636 },637 {638 "model_id": "T3-c4",639 "var_name_printed": "Age",640 "taxonomy_id": "age",641 "x_transform": "other",642 "x_unit": "years",643 "beta": -0.151,644 "se": null,645 "t": -11.2,646 "p": null,647 "p_stars": "***",648 "ci_lo": null,649 "ci_hi": null,650 "page": 12,651 "confidence": "high",652 "notes": "2015 minus year of occupation permit; regressor Box-Cox transformed; printed significance letter 'a'"653 },654 {655 "model_id": "T3-c1",656 "var_name_printed": "Local environment",657 "taxonomy_id": "other",658 "x_transform": "level",659 "x_unit": "index",660 "beta": 0.434,661 "se": null,662 "t": 9.36,663 "p": null,664 "p_stars": "***",665 "ci_lo": null,666 "ci_hi": null,667 "page": 12,668 "confidence": "high",669 "notes": "Environment quality of the residential complex, 5-point Likert; printed significance letter 'a'"670 },671 {672 "model_id": "T3-c2",673 "var_name_printed": "Local environment",674 "taxonomy_id": "other",675 "x_transform": "other",676 "x_unit": "index",677 "beta": 16.629,678 "se": null,679 "t": 8.05,680 "p": null,681 "p_stars": "***",682 "ci_lo": null,683 "ci_hi": null,684 "page": 12,685 "confidence": "high",686 "notes": "Environment quality of the residential complex, 5-point Likert; regressor Box-Cox transformed; printed significance letter 'a'"687 },688 {689 "model_id": "T3-c3",690 "var_name_printed": "Local environment",691 "taxonomy_id": "other",692 "x_transform": "other",693 "x_unit": "index",694 "beta": 0.203,695 "se": null,696 "t": 8.0,697 "p": null,698 "p_stars": "***",699 "ci_lo": null,700 "ci_hi": null,701 "page": 12,702 "confidence": "high",703 "notes": "Environment quality of the residential complex, 5-point Likert; regressor Box-Cox transformed; printed significance letter 'a'"704 },705 {706 "model_id": "T3-c4",707 "var_name_printed": "Local environment",708 "taxonomy_id": "other",709 "x_transform": "other",710 "x_unit": "index",711 "beta": 0.195,712 "se": null,713 "t": 8.01,714 "p": null,715 "p_stars": "***",716 "ci_lo": null,717 "ci_hi": null,718 "page": 12,719 "confidence": "high",720 "notes": "Environment quality of the residential complex, 5-point Likert; regressor Box-Cox transformed; printed significance letter 'a'"721 },722 {723 "model_id": "T3-c1",724 "var_name_printed": "School",725 "taxonomy_id": "school_quality",726 "x_transform": "binary",727 "x_unit": "binary",728 "beta": 0.616,729 "se": null,730 "t": 5.14,731 "p": null,732 "p_stars": "***",733 "ci_lo": null,734 "ci_hi": null,735 "page": 12,736 "confidence": "high",737 "notes": "Property within attendance zone of a provincial-level demonstration elementary school (xuequfang); dummy not transformed; printed significance letter 'a'"738 },739 {740 "model_id": "T3-c2",741 "var_name_printed": "School",742 "taxonomy_id": "school_quality",743 "x_transform": "binary",744 "x_unit": "binary",745 "beta": 36.359,746 "se": null,747 "t": 5.9,748 "p": null,749 "p_stars": "***",750 "ci_lo": null,751 "ci_hi": null,752 "page": 12,753 "confidence": "high",754 "notes": "Property within attendance zone of a provincial-level demonstration elementary school (xuequfang); dummy not transformed; printed significance letter 'a'"755 },756 {757 "model_id": "T3-c3",758 "var_name_printed": "School",759 "taxonomy_id": "school_quality",760 "x_transform": "binary",761 "x_unit": "binary",762 "beta": 0.128,763 "se": null,764 "t": 5.48,765 "p": null,766 "p_stars": "",767 "ci_lo": null,768 "ci_hi": null,769 "page": 12,770 "confidence": "medium",771 "notes": "Property within attendance zone of a provincial-level demonstration elementary school (xuequfang); dummy not transformed; printed significance letter 'c' (inconsistent with t-value, as printed)"772 },773 {774 "model_id": "T3-c4",775 "var_name_printed": "School",776 "taxonomy_id": "school_quality",777 "x_transform": "binary",778 "x_unit": "binary",779 "beta": 0.129,780 "se": null,781 "t": 5.46,782 "p": null,783 "p_stars": "",784 "ci_lo": null,785 "ci_hi": null,786 "page": 12,787 "confidence": "medium",788 "notes": "Property within attendance zone of a provincial-level demonstration elementary school (xuequfang); dummy not transformed; printed significance letter 'c' (inconsistent with t-value, as printed)"789 },790 {791 "model_id": "T3-c1",792 "var_name_printed": "Kindergarten",793 "taxonomy_id": "school_distance",794 "x_transform": "binary",795 "x_unit": "binary",796 "beta": -0.005,797 "se": null,798 "t": -0.05,799 "p": null,800 "p_stars": "",801 "ci_lo": null,802 "ci_hi": null,803 "page": 12,804 "confidence": "high",805 "notes": "At least one kindergarten within 500 m; dummy not transformed; printed significance letter 'c'"806 },807 {808 "model_id": "T3-c2",809 "var_name_printed": "Kindergarten",810 "taxonomy_id": "school_distance",811 "x_transform": "binary",812 "x_unit": "binary",813 "beta": -4.621,814 "se": null,815 "t": -0.88,816 "p": null,817 "p_stars": "",818 "ci_lo": null,819 "ci_hi": null,820 "page": 12,821 "confidence": "high",822 "notes": "At least one kindergarten within 500 m; dummy not transformed; printed significance letter 'c'"823 },824 {825 "model_id": "T3-c3",826 "var_name_printed": "Kindergarten",827 "taxonomy_id": "school_distance",828 "x_transform": "binary",829 "x_unit": "binary",830 "beta": -0.013,831 "se": null,832 "t": -0.7,833 "p": null,834 "p_stars": "",835 "ci_lo": null,836 "ci_hi": null,837 "page": 12,838 "confidence": "high",839 "notes": "At least one kindergarten within 500 m; dummy not transformed; printed significance letter 'c'"840 },841 {842 "model_id": "T3-c4",843 "var_name_printed": "Kindergarten",844 "taxonomy_id": "school_distance",845 "x_transform": "binary",846 "x_unit": "binary",847 "beta": -0.013,848 "se": null,849 "t": -0.67,850 "p": null,851 "p_stars": "",852 "ci_lo": null,853 "ci_hi": null,854 "page": 12,855 "confidence": "high",856 "notes": "At least one kindergarten within 500 m; dummy not transformed; printed significance letter 'c'"857 },858 {859 "model_id": "T3-c1",860 "var_name_printed": "Middle school",861 "taxonomy_id": "school_distance",862 "x_transform": "binary",863 "x_unit": "binary",864 "beta": 0.029,865 "se": null,866 "t": 0.28,867 "p": null,868 "p_stars": "",869 "ci_lo": null,870 "ci_hi": null,871 "page": 12,872 "confidence": "high",873 "notes": "At least one middle school within 1,000 m; dummy not transformed; printed significance letter 'c'; coefficient printed '0.029a' with t-value letter 'c'"874 },875 {876 "model_id": "T3-c2",877 "var_name_printed": "Middle school",878 "taxonomy_id": "school_distance",879 "x_transform": "binary",880 "x_unit": "binary",881 "beta": 4.011,882 "se": null,883 "t": 0.76,884 "p": null,885 "p_stars": "",886 "ci_lo": null,887 "ci_hi": null,888 "page": 12,889 "confidence": "high",890 "notes": "At least one middle school within 1,000 m; dummy not transformed; printed significance letter 'c'"891 },892 {893 "model_id": "T3-c3",894 "var_name_printed": "Middle school",895 "taxonomy_id": "school_distance",896 "x_transform": "binary",897 "x_unit": "binary",898 "beta": 0.036,899 "se": null,900 "t": 1.84,901 "p": null,902 "p_stars": "***",903 "ci_lo": null,904 "ci_hi": null,905 "page": 12,906 "confidence": "medium",907 "notes": "At least one middle school within 1,000 m; dummy not transformed; printed significance letter 'a' (inconsistent with t-value, as printed)"908 },909 {910 "model_id": "T3-c4",911 "var_name_printed": "Middle school",912 "taxonomy_id": "school_distance",913 "x_transform": "binary",914 "x_unit": "binary",915 "beta": 0.033,916 "se": null,917 "t": 1.7,918 "p": null,919 "p_stars": "***",920 "ci_lo": null,921 "ci_hi": null,922 "page": 12,923 "confidence": "medium",924 "notes": "At least one middle school within 1,000 m; dummy not transformed; printed significance letter 'a' (inconsistent with t-value, as printed)"925 },926 {927 "model_id": "T3-c1",928 "var_name_printed": "Xiamen University",929 "taxonomy_id": "university_distance",930 "x_transform": "binary",931 "x_unit": "binary",932 "beta": 0.99,933 "se": null,934 "t": 3.09,935 "p": null,936 "p_stars": "**",937 "ci_lo": null,938 "ci_hi": null,939 "page": 12,940 "confidence": "high",941 "notes": "Xiamen University within 1,000 m; dummy not transformed; printed significance letter 'b'"942 },943 {944 "model_id": "T3-c2",945 "var_name_printed": "Xiamen University",946 "taxonomy_id": "university_distance",947 "x_transform": "binary",948 "x_unit": "binary",949 "beta": 42.604,950 "se": null,951 "t": 2.53,952 "p": null,953 "p_stars": "**",954 "ci_lo": null,955 "ci_hi": null,956 "page": 12,957 "confidence": "high",958 "notes": "Xiamen University within 1,000 m; dummy not transformed; printed significance letter 'b'"959 },960 {961 "model_id": "T3-c3",962 "var_name_printed": "Xiamen University",963 "taxonomy_id": "university_distance",964 "x_transform": "binary",965 "x_unit": "binary",966 "beta": 0.17,967 "se": null,968 "t": 3.04,969 "p": null,970 "p_stars": "***",971 "ci_lo": null,972 "ci_hi": null,973 "page": 12,974 "confidence": "high",975 "notes": "Xiamen University within 1,000 m; dummy not transformed; printed significance letter 'a'"976 },977 {978 "model_id": "T3-c4",979 "var_name_printed": "Xiamen University",980 "taxonomy_id": "university_distance",981 "x_transform": "binary",982 "x_unit": "binary",983 "beta": 0.172,984 "se": null,985 "t": 3.03,986 "p": null,987 "p_stars": "***",988 "ci_lo": null,989 "ci_hi": null,990 "page": 12,991 "confidence": "high",992 "notes": "Xiamen University within 1,000 m; dummy not transformed; printed significance letter 'a'"993 },994 {995 "model_id": "T3-c1",996 "var_name_printed": "BRT",997 "taxonomy_id": "transit_distance",998 "x_transform": "binary",999 "x_unit": "binary",1000 "beta": 0.429,1001 "se": null,1002 "t": 4.93,1003 "p": null,1004 "p_stars": "***",1005 "ci_lo": null,1006 "ci_hi": null,1007 "page": 12,1008 "confidence": "high",1009 "notes": "BRT station within 800 m; dummy not transformed; printed significance letter 'a'"1010 },1011 {1012 "model_id": "T3-c2",1013 "var_name_printed": "BRT",1014 "taxonomy_id": "transit_distance",1015 "x_transform": "binary",1016 "x_unit": "binary",1017 "beta": 19.596,1018 "se": null,1019 "t": 4.38,1020 "p": null,1021 "p_stars": "***",1022 "ci_lo": null,1023 "ci_hi": null,1024 "page": 12,1025 "confidence": "high",1026 "notes": "BRT station within 800 m; dummy not transformed; printed significance letter 'a'"1027 },1028 {1029 "model_id": "T3-c3",1030 "var_name_printed": "BRT",1031 "taxonomy_id": "transit_distance",1032 "x_transform": "binary",1033 "x_unit": "binary",1034 "beta": 0.117,1035 "se": null,1036 "t": 6.81,1037 "p": null,1038 "p_stars": "***",1039 "ci_lo": null,1040 "ci_hi": null,1041 "page": 12,1042 "confidence": "high",1043 "notes": "BRT station within 800 m; dummy not transformed; printed significance letter 'a'"1044 },1045 {1046 "model_id": "T3-c4",1047 "var_name_printed": "BRT",1048 "taxonomy_id": "transit_distance",1049 "x_transform": "binary",1050 "x_unit": "binary",1051 "beta": 0.116,1052 "se": null,1053 "t": 6.72,1054 "p": null,1055 "p_stars": "***",1056 "ci_lo": null,1057 "ci_hi": null,1058 "page": 12,1059 "confidence": "high",1060 "notes": "BRT station within 800 m; dummy not transformed; printed significance letter 'a'"1061 },1062 {1063 "model_id": "T3-c1",1064 "var_name_printed": "Distance to hospital",1065 "taxonomy_id": "hospital_distance",1066 "x_transform": "level",1067 "x_unit": "km",1068 "beta": 0.252,1069 "se": null,1070 "t": 4.47,1071 "p": null,1072 "p_stars": "***",1073 "ci_lo": null,1074 "ci_hi": null,1075 "page": 12,1076 "confidence": "high",1077 "notes": "Euclidean distance to nearest Class 2A/3A hospital; printed significance letter 'a'"1078 },1079 {1080 "model_id": "T3-c2",1081 "var_name_printed": "Distance to hospital",1082 "taxonomy_id": "hospital_distance",1083 "x_transform": "other",1084 "x_unit": "km",1085 "beta": 11.195,1086 "se": null,1087 "t": 4.06,1088 "p": null,1089 "p_stars": "***",1090 "ci_lo": null,1091 "ci_hi": null,1092 "page": 12,1093 "confidence": "high",1094 "notes": "Euclidean distance to nearest Class 2A/3A hospital; regressor Box-Cox transformed; printed significance letter 'a'"1095 },1096 {1097 "model_id": "T3-c3",1098 "var_name_printed": "Distance to hospital",1099 "taxonomy_id": "hospital_distance",1100 "x_transform": "other",1101 "x_unit": "km",1102 "beta": 0.022,1103 "se": null,1104 "t": 2.16,1105 "p": null,1106 "p_stars": "**",1107 "ci_lo": null,1108 "ci_hi": null,1109 "page": 12,1110 "confidence": "high",1111 "notes": "Euclidean distance to nearest Class 2A/3A hospital; regressor Box-Cox transformed; printed significance letter 'b'"1112 },1113 {1114 "model_id": "T3-c4",1115 "var_name_printed": "Distance to hospital",1116 "taxonomy_id": "hospital_distance",1117 "x_transform": "other",1118 "x_unit": "km",1119 "beta": 0.023,1120 "se": null,1121 "t": 2.21,1122 "p": null,1123 "p_stars": "**",1124 "ci_lo": null,1125 "ci_hi": null,1126 "page": 12,1127 "confidence": "high",1128 "notes": "Euclidean distance to nearest Class 2A/3A hospital; regressor Box-Cox transformed; printed significance letter 'b'"1129 },1130 {1131 "model_id": "T3-c1",1132 "var_name_printed": "Distance to cultural/sports center",1133 "taxonomy_id": "neighbourhood_amenities",1134 "x_transform": "level",1135 "x_unit": "km",1136 "beta": -0.294,1137 "se": null,1138 "t": -4.71,1139 "p": null,1140 "p_stars": "***",1141 "ci_lo": null,1142 "ci_hi": null,1143 "page": 12,1144 "confidence": "high",1145 "notes": "Euclidean distance to nearest cultural/sports centre; printed significance letter 'a'"1146 },1147 {1148 "model_id": "T3-c2",1149 "var_name_printed": "Distance to cultural/sports center",1150 "taxonomy_id": "neighbourhood_amenities",1151 "x_transform": "other",1152 "x_unit": "km",1153 "beta": -12.988,1154 "se": null,1155 "t": -4.16,1156 "p": null,1157 "p_stars": "***",1158 "ci_lo": null,1159 "ci_hi": null,1160 "page": 12,1161 "confidence": "high",1162 "notes": "Euclidean distance to nearest cultural/sports centre; regressor Box-Cox transformed; printed significance letter 'a'"1163 },1164 {1165 "model_id": "T3-c3",1166 "var_name_printed": "Distance to cultural/sports center",1167 "taxonomy_id": "neighbourhood_amenities",1168 "x_transform": "other",1169 "x_unit": "km",1170 "beta": -0.059,1171 "se": null,1172 "t": -5.31,1173 "p": null,1174 "p_stars": "***",1175 "ci_lo": null,1176 "ci_hi": null,1177 "page": 12,1178 "confidence": "high",1179 "notes": "Euclidean distance to nearest cultural/sports centre; regressor Box-Cox transformed; printed significance letter 'a'"1180 },1181 {1182 "model_id": "T3-c4",1183 "var_name_printed": "Distance to cultural/sports center",1184 "taxonomy_id": "neighbourhood_amenities",1185 "x_transform": "other",1186 "x_unit": "km",1187 "beta": -0.062,1188 "se": null,1189 "t": -5.39,1190 "p": null,1191 "p_stars": "***",1192 "ci_lo": null,1193 "ci_hi": null,1194 "page": 12,1195 "confidence": "high",1196 "notes": "Euclidean distance to nearest cultural/sports centre; regressor Box-Cox transformed; printed significance letter 'a'"1197 },1198 {1199 "model_id": "T3-c1",1200 "var_name_printed": "Distance to city center",1201 "taxonomy_id": "cbd_distance",1202 "x_transform": "level",1203 "x_unit": "km",1204 "beta": -0.134,1205 "se": null,1206 "t": -7.26,1207 "p": null,1208 "p_stars": "***",1209 "ci_lo": null,1210 "ci_hi": null,1211 "page": 12,1212 "confidence": "high",1213 "notes": "Euclidean distance to Zhongshan Road; printed significance letter 'a'"1214 },1215 {1216 "model_id": "T3-c2",1217 "var_name_printed": "Distance to city center",1218 "taxonomy_id": "cbd_distance",1219 "x_transform": "other",1220 "x_unit": "km",1221 "beta": -5.477,1222 "se": null,1223 "t": -7.12,1224 "p": null,1225 "p_stars": "***",1226 "ci_lo": null,1227 "ci_hi": null,1228 "page": 12,1229 "confidence": "high",1230 "notes": "Euclidean distance to Zhongshan Road; regressor Box-Cox transformed; printed significance letter 'a'"1231 },1232 {1233 "model_id": "T3-c3",1234 "var_name_printed": "Distance to city center",1235 "taxonomy_id": "cbd_distance",1236 "x_transform": "other",1237 "x_unit": "km",1238 "beta": -0.088,1239 "se": null,1240 "t": -6.37,1241 "p": null,1242 "p_stars": "***",1243 "ci_lo": null,1244 "ci_hi": null,1245 "page": 12,1246 "confidence": "high",1247 "notes": "Euclidean distance to Zhongshan Road; regressor Box-Cox transformed; printed significance letter 'a'"1248 },1249 {1250 "model_id": "T3-c4",1251 "var_name_printed": "Distance to city center",1252 "taxonomy_id": "cbd_distance",1253 "x_transform": "other",1254 "x_unit": "km",1255 "beta": -0.084,1256 "se": null,1257 "t": -6.28,1258 "p": null,1259 "p_stars": "***",1260 "ci_lo": null,1261 "ci_hi": null,1262 "page": 12,1263 "confidence": "high",1264 "notes": "Euclidean distance to Zhongshan Road; regressor Box-Cox transformed; printed significance letter 'a'"1265 },1266 {1267 "model_id": "T3-c1",1268 "var_name_printed": "Distance to lake",1269 "taxonomy_id": "water_proximity",1270 "x_transform": "level",1271 "x_unit": "km",1272 "beta": -0.345,1273 "se": null,1274 "t": -5.42,1275 "p": null,1276 "p_stars": "***",1277 "ci_lo": null,1278 "ci_hi": null,1279 "page": 12,1280 "confidence": "high",1281 "notes": "Euclidean distance to nearest lake; printed significance letter 'a'"1282 },1283 {1284 "model_id": "T3-c2",1285 "var_name_printed": "Distance to lake",1286 "taxonomy_id": "water_proximity",1287 "x_transform": "other",1288 "x_unit": "km",1289 "beta": -10.734,1290 "se": null,1291 "t": -3.32,1292 "p": null,1293 "p_stars": "***",1294 "ci_lo": null,1295 "ci_hi": null,1296 "page": 12,1297 "confidence": "high",1298 "notes": "Euclidean distance to nearest lake; regressor Box-Cox transformed; printed significance letter 'a'"1299 },1300 {1301 "model_id": "T3-c3",1302 "var_name_printed": "Distance to lake",1303 "taxonomy_id": "water_proximity",1304 "x_transform": "other",1305 "x_unit": "km",1306 "beta": -0.061,1307 "se": null,1308 "t": -5.99,1309 "p": null,1310 "p_stars": "***",1311 "ci_lo": null,1312 "ci_hi": null,1313 "page": 12,1314 "confidence": "high",1315 "notes": "Euclidean distance to nearest lake; regressor Box-Cox transformed; printed significance letter 'a'"1316 },1317 {1318 "model_id": "T3-c4",1319 "var_name_printed": "Distance to lake",1320 "taxonomy_id": "water_proximity",1321 "x_transform": "other",1322 "x_unit": "km",1323 "beta": -0.063,1324 "se": null,1325 "t": -5.99,1326 "p": null,1327 "p_stars": "***",1328 "ci_lo": null,1329 "ci_hi": null,1330 "page": 12,1331 "confidence": "high",1332 "notes": "Euclidean distance to nearest lake; regressor Box-Cox transformed; printed significance letter 'a'"1333 }1334 ]1335}