1{2 "record_id": "43d34a3cb07ebe23b958a009b21ab082b8ff0225",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "Canals vs. Streams: To What Extent Do Water Quality and Proximity Affect Real Estate Values? A Hedonic Approach Analysis",7 "year": 2016,8 "doi": "10.3390/w8120577",9 "country": "Italy",10 "region_city": "Province of Milan (city of Milan + province)",11 "sample_start": 2011,12 "sample_end": 2015,13 "property_type": "mixed",14 "price_type": "listing",15 "data_source": "Web-scraped, geo-referenced asking (bid) prices from the website of a large Italian real estate agency; 10,530 observations",16 "document_type": "journal",17 "estimators": [18 "OLS",19 "spatial_lag"20 ],21 "spatial_method": "spatial lag (SL) model",22 "time_fe": true,23 "location_fe": true,24 "se_type": "unknown",25 "n_obs_total": 10530,26 "ai_methods": [],27 "notes": "Table 4 note: coefficients are mean-centring standardized values (dep. var. log price); SEs in parentheses; star legend as printed: *** p<0.001, ** p<0.01, * p<0.1. Year dummies (2012-2015, ref. 2011) and 96 zip-code dummies included (not extracted). Interaction terms dist_stream*quality_stream and dist_canal*quality_canal not extracted. Sample period inferred from year dummies 2011-2015. Property type: residential dwellings (mostly apartments; elevator/condo fees variables)."28 },29 "models": [30 {31 "model_id": "T4-c1",32 "table": "4",33 "column": "1 (Model 1 Base OLS)",34 "page": 11,35 "dep_var": "House price (log)",36 "dep_transform": "log",37 "estimator": "OLS",38 "n_obs": 10530,39 "r2": 0.858,40 "se_or_t_in_parentheses": "se",41 "sample_subset": "full sample"42 },43 {44 "model_id": "T4-c2",45 "table": "4",46 "column": "2 (Model 2 Full OLS)",47 "page": 11,48 "dep_var": "House price (log)",49 "dep_transform": "log",50 "estimator": "OLS",51 "n_obs": 10530,52 "r2": 0.861,53 "se_or_t_in_parentheses": "se",54 "sample_subset": "full sample"55 },56 {57 "model_id": "T4-c3",58 "table": "4",59 "column": "3 (Model 3 Full Spatial-Lag)",60 "page": 11,61 "dep_var": "House price (log)",62 "dep_transform": "log",63 "estimator": "spatial_lag",64 "n_obs": 10530,65 "r2": null,66 "se_or_t_in_parentheses": "se",67 "sample_subset": "full sample; rho=0.406"68 },69 {70 "model_id": "T4-c4",71 "table": "4",72 "column": "4 (Model 4 SL Milano)",73 "page": 11,74 "dep_var": "House price (log)",75 "dep_transform": "log",76 "estimator": "spatial_lag",77 "n_obs": 5318,78 "r2": null,79 "se_or_t_in_parentheses": "se",80 "sample_subset": "city of Milan only; rho=0.080"81 },82 {83 "model_id": "T4-c5",84 "table": "4",85 "column": "5 (Model 5 SL Province)",86 "page": 11,87 "dep_var": "House price (log)",88 "dep_transform": "log",89 "estimator": "spatial_lag",90 "n_obs": 5212,91 "r2": null,92 "se_or_t_in_parentheses": "se",93 "sample_subset": "province outside Milan; rho=0.023"94 }95 ],96 "coefficients": [97 {98 "model_id": "T4-c1",99 "var_name_printed": "energ_clas",100 "taxonomy_id": "energy_efficiency",101 "x_transform": "other",102 "x_unit": "index",103 "beta": -0.042,104 "se": 0.003,105 "t": null,106 "p": null,107 "p_stars": "***",108 "ci_lo": null,109 "ci_hi": null,110 "page": 11,111 "confidence": "high",112 "notes": "Mean-centred standardized coefficient. Energy class (ordinal); negative sign = worse class lowers price"113 },114 {115 "model_id": "T4-c2",116 "var_name_printed": "energ_clas",117 "taxonomy_id": "energy_efficiency",118 "x_transform": "other",119 "x_unit": "index",120 "beta": -0.042,121 "se": 0.003,122 "t": null,123 "p": null,124 "p_stars": "***",125 "ci_lo": null,126 "ci_hi": null,127 "page": 11,128 "confidence": "high",129 "notes": "Mean-centred standardized coefficient. Energy class (ordinal); negative sign = worse class lowers price"130 },131 {132 "model_id": "T4-c3",133 "var_name_printed": "energ_clas",134 "taxonomy_id": "energy_efficiency",135 "x_transform": "other",136 "x_unit": "index",137 "beta": -0.046,138 "se": 0.003,139 "t": null,140 "p": null,141 "p_stars": "***",142 "ci_lo": null,143 "ci_hi": null,144 "page": 11,145 "confidence": "high",146 "notes": "Mean-centred standardized coefficient. Energy class (ordinal); negative sign = worse class lowers price"147 },148 {149 "model_id": "T4-c4",150 "var_name_printed": "energ_clas",151 "taxonomy_id": "energy_efficiency",152 "x_transform": "other",153 "x_unit": "index",154 "beta": -0.03,155 "se": 0.005,156 "t": null,157 "p": null,158 "p_stars": "***",159 "ci_lo": null,160 "ci_hi": null,161 "page": 11,162 "confidence": "high",163 "notes": "Mean-centred standardized coefficient. Energy class (ordinal); negative sign = worse class lowers price"164 },165 {166 "model_id": "T4-c5",167 "var_name_printed": "energ_clas",168 "taxonomy_id": "energy_efficiency",169 "x_transform": "other",170 "x_unit": "index",171 "beta": -0.048,172 "se": 0.004,173 "t": null,174 "p": null,175 "p_stars": "***",176 "ci_lo": null,177 "ci_hi": null,178 "page": 11,179 "confidence": "high",180 "notes": "Mean-centred standardized coefficient. Energy class (ordinal); negative sign = worse class lowers price"181 },182 {183 "model_id": "T4-c1",184 "var_name_printed": "sup_mq",185 "taxonomy_id": "living_area",186 "x_transform": "other",187 "x_unit": "m2",188 "beta": 0.405,189 "se": 0.003,190 "t": null,191 "p": null,192 "p_stars": "***",193 "ci_lo": null,194 "ci_hi": null,195 "page": 11,196 "confidence": "high",197 "notes": "Mean-centred standardized coefficient. Surface in m2"198 },199 {200 "model_id": "T4-c2",201 "var_name_printed": "sup_mq",202 "taxonomy_id": "living_area",203 "x_transform": "other",204 "x_unit": "m2",205 "beta": 0.405,206 "se": 0.003,207 "t": null,208 "p": null,209 "p_stars": "***",210 "ci_lo": null,211 "ci_hi": null,212 "page": 11,213 "confidence": "high",214 "notes": "Mean-centred standardized coefficient. Surface in m2"215 },216 {217 "model_id": "T4-c3",218 "var_name_printed": "sup_mq",219 "taxonomy_id": "living_area",220 "x_transform": "other",221 "x_unit": "m2",222 "beta": 0.439,223 "se": 0.004,224 "t": null,225 "p": null,226 "p_stars": "***",227 "ci_lo": null,228 "ci_hi": null,229 "page": 11,230 "confidence": "high",231 "notes": "Mean-centred standardized coefficient. Surface in m2"232 },233 {234 "model_id": "T4-c4",235 "var_name_printed": "sup_mq",236 "taxonomy_id": "living_area",237 "x_transform": "other",238 "x_unit": "m2",239 "beta": 0.531,240 "se": 0.006,241 "t": null,242 "p": null,243 "p_stars": "***",244 "ci_lo": null,245 "ci_hi": null,246 "page": 11,247 "confidence": "high",248 "notes": "Mean-centred standardized coefficient. Surface in m2"249 },250 {251 "model_id": "T4-c5",252 "var_name_printed": "sup_mq",253 "taxonomy_id": "living_area",254 "x_transform": "other",255 "x_unit": "m2",256 "beta": 0.35,257 "se": 0.004,258 "t": null,259 "p": null,260 "p_stars": "***",261 "ci_lo": null,262 "ci_hi": null,263 "page": 11,264 "confidence": "high",265 "notes": "Mean-centred standardized coefficient. Surface in m2"266 },267 {268 "model_id": "T4-c1",269 "var_name_printed": "cond_fees",270 "taxonomy_id": "other",271 "x_transform": "other",272 "x_unit": "currency",273 "beta": 0.006,274 "se": 0.003,275 "t": null,276 "p": null,277 "p_stars": "*",278 "ci_lo": null,279 "ci_hi": null,280 "page": 11,281 "confidence": "high",282 "notes": "Mean-centred standardized coefficient. Condominium fees"283 },284 {285 "model_id": "T4-c2",286 "var_name_printed": "cond_fees",287 "taxonomy_id": "other",288 "x_transform": "other",289 "x_unit": "currency",290 "beta": 0.006,291 "se": 0.003,292 "t": null,293 "p": null,294 "p_stars": "*",295 "ci_lo": null,296 "ci_hi": null,297 "page": 11,298 "confidence": "high",299 "notes": "Mean-centred standardized coefficient. Condominium fees"300 },301 {302 "model_id": "T4-c3",303 "var_name_printed": "cond_fees",304 "taxonomy_id": "other",305 "x_transform": "other",306 "x_unit": "currency",307 "beta": 0.019,308 "se": 0.003,309 "t": null,310 "p": null,311 "p_stars": "***",312 "ci_lo": null,313 "ci_hi": null,314 "page": 11,315 "confidence": "high",316 "notes": "Mean-centred standardized coefficient. Condominium fees"317 },318 {319 "model_id": "T4-c4",320 "var_name_printed": "cond_fees",321 "taxonomy_id": "other",322 "x_transform": "other",323 "x_unit": "currency",324 "beta": 0.01,325 "se": 0.005,326 "t": null,327 "p": null,328 "p_stars": "*",329 "ci_lo": null,330 "ci_hi": null,331 "page": 11,332 "confidence": "high",333 "notes": "Mean-centred standardized coefficient. Condominium fees"334 },335 {336 "model_id": "T4-c5",337 "var_name_printed": "cond_fees",338 "taxonomy_id": "other",339 "x_transform": "other",340 "x_unit": "currency",341 "beta": 0.025,342 "se": 0.004,343 "t": null,344 "p": null,345 "p_stars": "***",346 "ci_lo": null,347 "ci_hi": null,348 "page": 11,349 "confidence": "high",350 "notes": "Mean-centred standardized coefficient. Condominium fees"351 },352 {353 "model_id": "T4-c1",354 "var_name_printed": "kitch_type",355 "taxonomy_id": "kitchen_quality",356 "x_transform": "other",357 "x_unit": "index",358 "beta": 0.083,359 "se": 0.006,360 "t": null,361 "p": null,362 "p_stars": "***",363 "ci_lo": null,364 "ci_hi": null,365 "page": 11,366 "confidence": "high",367 "notes": "Mean-centred standardized coefficient. Kitchen type"368 },369 {370 "model_id": "T4-c2",371 "var_name_printed": "kitch_type",372 "taxonomy_id": "kitchen_quality",373 "x_transform": "other",374 "x_unit": "index",375 "beta": 0.083,376 "se": 0.006,377 "t": null,378 "p": null,379 "p_stars": "***",380 "ci_lo": null,381 "ci_hi": null,382 "page": 11,383 "confidence": "high",384 "notes": "Mean-centred standardized coefficient. Kitchen type"385 },386 {387 "model_id": "T4-c3",388 "var_name_printed": "kitch_type",389 "taxonomy_id": "kitchen_quality",390 "x_transform": "other",391 "x_unit": "index",392 "beta": 0.064,393 "se": 0.007,394 "t": null,395 "p": null,396 "p_stars": "***",397 "ci_lo": null,398 "ci_hi": null,399 "page": 11,400 "confidence": "high",401 "notes": "Mean-centred standardized coefficient. Kitchen type"402 },403 {404 "model_id": "T4-c4",405 "var_name_printed": "kitch_type",406 "taxonomy_id": "kitchen_quality",407 "x_transform": "other",408 "x_unit": "index",409 "beta": 0.103,410 "se": 0.012,411 "t": null,412 "p": null,413 "p_stars": "***",414 "ci_lo": null,415 "ci_hi": null,416 "page": 11,417 "confidence": "high",418 "notes": "Mean-centred standardized coefficient. Kitchen type"419 },420 {421 "model_id": "T4-c5",422 "var_name_printed": "kitch_type",423 "taxonomy_id": "kitchen_quality",424 "x_transform": "other",425 "x_unit": "index",426 "beta": 0.052,427 "se": 0.008,428 "t": null,429 "p": null,430 "p_stars": "***",431 "ci_lo": null,432 "ci_hi": null,433 "page": 11,434 "confidence": "high",435 "notes": "Mean-centred standardized coefficient. Kitchen type"436 },437 {438 "model_id": "T4-c1",439 "var_name_printed": "elevat",440 "taxonomy_id": "accessibility",441 "x_transform": "other",442 "x_unit": "binary",443 "beta": 0.115,444 "se": 0.006,445 "t": null,446 "p": null,447 "p_stars": "***",448 "ci_lo": null,449 "ci_hi": null,450 "page": 11,451 "confidence": "high",452 "notes": "Mean-centred standardized coefficient. Presence of elevator"453 },454 {455 "model_id": "T4-c2",456 "var_name_printed": "elevat",457 "taxonomy_id": "accessibility",458 "x_transform": "other",459 "x_unit": "binary",460 "beta": 0.115,461 "se": 0.006,462 "t": null,463 "p": null,464 "p_stars": "***",465 "ci_lo": null,466 "ci_hi": null,467 "page": 11,468 "confidence": "high",469 "notes": "Mean-centred standardized coefficient. Presence of elevator"470 },471 {472 "model_id": "T4-c3",473 "var_name_printed": "elevat",474 "taxonomy_id": "accessibility",475 "x_transform": "other",476 "x_unit": "binary",477 "beta": 0.154,478 "se": 0.007,479 "t": null,480 "p": null,481 "p_stars": "***",482 "ci_lo": null,483 "ci_hi": null,484 "page": 11,485 "confidence": "high",486 "notes": "Mean-centred standardized coefficient. Presence of elevator"487 },488 {489 "model_id": "T4-c4",490 "var_name_printed": "elevat",491 "taxonomy_id": "accessibility",492 "x_transform": "other",493 "x_unit": "binary",494 "beta": 0.206,495 "se": 0.013,496 "t": null,497 "p": null,498 "p_stars": "***",499 "ci_lo": null,500 "ci_hi": null,501 "page": 11,502 "confidence": "high",503 "notes": "Mean-centred standardized coefficient. Presence of elevator"504 },505 {506 "model_id": "T4-c5",507 "var_name_printed": "elevat",508 "taxonomy_id": "accessibility",509 "x_transform": "other",510 "x_unit": "binary",511 "beta": 0.077,512 "se": 0.008,513 "t": null,514 "p": null,515 "p_stars": "***",516 "ci_lo": null,517 "ci_hi": null,518 "page": 11,519 "confidence": "high",520 "notes": "Mean-centred standardized coefficient. Presence of elevator"521 },522 {523 "model_id": "T4-c1",524 "var_name_printed": "balcony",525 "taxonomy_id": "terrace_balcony",526 "x_transform": "other",527 "x_unit": "binary",528 "beta": 0.011,529 "se": 0.006,530 "t": null,531 "p": null,532 "p_stars": "*",533 "ci_lo": null,534 "ci_hi": null,535 "page": 11,536 "confidence": "high",537 "notes": "Mean-centred standardized coefficient."538 },539 {540 "model_id": "T4-c2",541 "var_name_printed": "balcony",542 "taxonomy_id": "terrace_balcony",543 "x_transform": "other",544 "x_unit": "binary",545 "beta": 0.012,546 "se": 0.006,547 "t": null,548 "p": null,549 "p_stars": "*",550 "ci_lo": null,551 "ci_hi": null,552 "page": 11,553 "confidence": "high",554 "notes": "Mean-centred standardized coefficient."555 },556 {557 "model_id": "T4-c3",558 "var_name_printed": "balcony",559 "taxonomy_id": "terrace_balcony",560 "x_transform": "other",561 "x_unit": "binary",562 "beta": -0.019,563 "se": 0.007,564 "t": null,565 "p": null,566 "p_stars": "**",567 "ci_lo": null,568 "ci_hi": null,569 "page": 11,570 "confidence": "high",571 "notes": "Mean-centred standardized coefficient."572 },573 {574 "model_id": "T4-c4",575 "var_name_printed": "balcony",576 "taxonomy_id": "terrace_balcony",577 "x_transform": "other",578 "x_unit": "binary",579 "beta": 0.008,580 "se": 0.011,581 "t": null,582 "p": null,583 "p_stars": "",584 "ci_lo": null,585 "ci_hi": null,586 "page": 11,587 "confidence": "high",588 "notes": "Mean-centred standardized coefficient."589 },590 {591 "model_id": "T4-c5",592 "var_name_printed": "balcony",593 "taxonomy_id": "terrace_balcony",594 "x_transform": "other",595 "x_unit": "binary",596 "beta": -0.043,597 "se": 0.008,598 "t": null,599 "p": null,600 "p_stars": "***",601 "ci_lo": null,602 "ci_hi": null,603 "page": 11,604 "confidence": "high",605 "notes": "Mean-centred standardized coefficient."606 },607 {608 "model_id": "T4-c1",609 "var_name_printed": "garage",610 "taxonomy_id": "garage",611 "x_transform": "other",612 "x_unit": "binary",613 "beta": 0.169,614 "se": 0.006,615 "t": null,616 "p": null,617 "p_stars": "***",618 "ci_lo": null,619 "ci_hi": null,620 "page": 11,621 "confidence": "high",622 "notes": "Mean-centred standardized coefficient. Garage/box"623 },624 {625 "model_id": "T4-c2",626 "var_name_printed": "garage",627 "taxonomy_id": "garage",628 "x_transform": "other",629 "x_unit": "binary",630 "beta": 0.168,631 "se": 0.006,632 "t": null,633 "p": null,634 "p_stars": "***",635 "ci_lo": null,636 "ci_hi": null,637 "page": 11,638 "confidence": "high",639 "notes": "Mean-centred standardized coefficient. Garage/box"640 },641 {642 "model_id": "T4-c3",643 "var_name_printed": "garage",644 "taxonomy_id": "garage",645 "x_transform": "other",646 "x_unit": "binary",647 "beta": 0.121,648 "se": 0.007,649 "t": null,650 "p": null,651 "p_stars": "***",652 "ci_lo": null,653 "ci_hi": null,654 "page": 11,655 "confidence": "high",656 "notes": "Mean-centred standardized coefficient. Garage/box"657 },658 {659 "model_id": "T4-c4",660 "var_name_printed": "garage",661 "taxonomy_id": "garage",662 "x_transform": "other",663 "x_unit": "binary",664 "beta": 0.07,665 "se": 0.012,666 "t": null,667 "p": null,668 "p_stars": "***",669 "ci_lo": null,670 "ci_hi": null,671 "page": 11,672 "confidence": "high",673 "notes": "Mean-centred standardized coefficient. Garage/box"674 },675 {676 "model_id": "T4-c5",677 "var_name_printed": "garage",678 "taxonomy_id": "garage",679 "x_transform": "other",680 "x_unit": "binary",681 "beta": 0.205,682 "se": 0.008,683 "t": null,684 "p": null,685 "p_stars": "***",686 "ci_lo": null,687 "ci_hi": null,688 "page": 11,689 "confidence": "high",690 "notes": "Mean-centred standardized coefficient. Garage/box"691 },692 {693 "model_id": "T4-c1",694 "var_name_printed": "furnish_type",695 "taxonomy_id": "other",696 "x_transform": "other",697 "x_unit": "index",698 "beta": -0.006,699 "se": 0.006,700 "t": null,701 "p": null,702 "p_stars": "",703 "ci_lo": null,704 "ci_hi": null,705 "page": 11,706 "confidence": "high",707 "notes": "Mean-centred standardized coefficient. Furnishing type"708 },709 {710 "model_id": "T4-c2",711 "var_name_printed": "furnish_type",712 "taxonomy_id": "other",713 "x_transform": "other",714 "x_unit": "index",715 "beta": -0.006,716 "se": 0.006,717 "t": null,718 "p": null,719 "p_stars": "",720 "ci_lo": null,721 "ci_hi": null,722 "page": 11,723 "confidence": "high",724 "notes": "Mean-centred standardized coefficient. Furnishing type"725 },726 {727 "model_id": "T4-c3",728 "var_name_printed": "furnish_type",729 "taxonomy_id": "other",730 "x_transform": "other",731 "x_unit": "index",732 "beta": 0.017,733 "se": 0.007,734 "t": null,735 "p": null,736 "p_stars": "*",737 "ci_lo": null,738 "ci_hi": null,739 "page": 11,740 "confidence": "high",741 "notes": "Mean-centred standardized coefficient. Furnishing type"742 },743 {744 "model_id": "T4-c4",745 "var_name_printed": "furnish_type",746 "taxonomy_id": "other",747 "x_transform": "other",748 "x_unit": "index",749 "beta": 0.036,750 "se": 0.011,751 "t": null,752 "p": null,753 "p_stars": "**",754 "ci_lo": null,755 "ci_hi": null,756 "page": 11,757 "confidence": "high",758 "notes": "Mean-centred standardized coefficient. Furnishing type"759 },760 {761 "model_id": "T4-c5",762 "var_name_printed": "furnish_type",763 "taxonomy_id": "other",764 "x_transform": "other",765 "x_unit": "index",766 "beta": -0.023,767 "se": 0.008,768 "t": null,769 "p": null,770 "p_stars": "**",771 "ci_lo": null,772 "ci_hi": null,773 "page": 11,774 "confidence": "high",775 "notes": "Mean-centred standardized coefficient. Furnishing type"776 },777 {778 "model_id": "T4-c1",779 "var_name_printed": "prop_status_2",780 "taxonomy_id": "condition",781 "x_transform": "other",782 "x_unit": "binary",783 "beta": -0.079,784 "se": 0.009,785 "t": null,786 "p": null,787 "p_stars": "***",788 "ci_lo": null,789 "ci_hi": null,790 "page": 11,791 "confidence": "high",792 "notes": "Mean-centred standardized coefficient. Property status: renewed (ref. new)"793 },794 {795 "model_id": "T4-c2",796 "var_name_printed": "prop_status_2",797 "taxonomy_id": "condition",798 "x_transform": "other",799 "x_unit": "binary",800 "beta": -0.079,801 "se": 0.009,802 "t": null,803 "p": null,804 "p_stars": "***",805 "ci_lo": null,806 "ci_hi": null,807 "page": 11,808 "confidence": "high",809 "notes": "Mean-centred standardized coefficient. Property status: renewed (ref. new)"810 },811 {812 "model_id": "T4-c3",813 "var_name_printed": "prop_status_2",814 "taxonomy_id": "condition",815 "x_transform": "other",816 "x_unit": "binary",817 "beta": -0.045,818 "se": 0.011,819 "t": null,820 "p": null,821 "p_stars": "***",822 "ci_lo": null,823 "ci_hi": null,824 "page": 11,825 "confidence": "high",826 "notes": "Mean-centred standardized coefficient. Property status: renewed (ref. new)"827 },828 {829 "model_id": "T4-c4",830 "var_name_printed": "prop_status_2",831 "taxonomy_id": "condition",832 "x_transform": "other",833 "x_unit": "binary",834 "beta": 0.015,835 "se": 0.02,836 "t": null,837 "p": null,838 "p_stars": "",839 "ci_lo": null,840 "ci_hi": null,841 "page": 11,842 "confidence": "high",843 "notes": "Mean-centred standardized coefficient. Property status: renewed (ref. new)"844 },845 {846 "model_id": "T4-c5",847 "var_name_printed": "prop_status_2",848 "taxonomy_id": "condition",849 "x_transform": "other",850 "x_unit": "binary",851 "beta": -0.1,852 "se": 0.012,853 "t": null,854 "p": null,855 "p_stars": "***",856 "ci_lo": null,857 "ci_hi": null,858 "page": 11,859 "confidence": "high",860 "notes": "Mean-centred standardized coefficient. Property status: renewed (ref. new)"861 },862 {863 "model_id": "T4-c1",864 "var_name_printed": "prop_status_3",865 "taxonomy_id": "condition",866 "x_transform": "other",867 "x_unit": "binary",868 "beta": -0.213,869 "se": 0.01,870 "t": null,871 "p": null,872 "p_stars": "***",873 "ci_lo": null,874 "ci_hi": null,875 "page": 11,876 "confidence": "high",877 "notes": "Mean-centred standardized coefficient. Property status: habitable (ref. new)"878 },879 {880 "model_id": "T4-c2",881 "var_name_printed": "prop_status_3",882 "taxonomy_id": "condition",883 "x_transform": "other",884 "x_unit": "binary",885 "beta": -0.213,886 "se": 0.01,887 "t": null,888 "p": null,889 "p_stars": "***",890 "ci_lo": null,891 "ci_hi": null,892 "page": 11,893 "confidence": "high",894 "notes": "Mean-centred standardized coefficient. Property status: habitable (ref. new)"895 },896 {897 "model_id": "T4-c3",898 "var_name_printed": "prop_status_3",899 "taxonomy_id": "condition",900 "x_transform": "other",901 "x_unit": "binary",902 "beta": -0.175,903 "se": 0.012,904 "t": null,905 "p": null,906 "p_stars": "***",907 "ci_lo": null,908 "ci_hi": null,909 "page": 11,910 "confidence": "high",911 "notes": "Mean-centred standardized coefficient. Property status: habitable (ref. new)"912 },913 {914 "model_id": "T4-c4",915 "var_name_printed": "prop_status_3",916 "taxonomy_id": "condition",917 "x_transform": "other",918 "x_unit": "binary",919 "beta": -0.153,920 "se": 0.021,921 "t": null,922 "p": null,923 "p_stars": "***",924 "ci_lo": null,925 "ci_hi": null,926 "page": 11,927 "confidence": "high",928 "notes": "Mean-centred standardized coefficient. Property status: habitable (ref. new)"929 },930 {931 "model_id": "T4-c5",932 "var_name_printed": "prop_status_3",933 "taxonomy_id": "condition",934 "x_transform": "other",935 "x_unit": "binary",936 "beta": -0.221,937 "se": 0.012,938 "t": null,939 "p": null,940 "p_stars": "***",941 "ci_lo": null,942 "ci_hi": null,943 "page": 11,944 "confidence": "high",945 "notes": "Mean-centred standardized coefficient. Property status: habitable (ref. new)"946 },947 {948 "model_id": "T4-c1",949 "var_name_printed": "prop_status_4",950 "taxonomy_id": "condition",951 "x_transform": "other",952 "x_unit": "binary",953 "beta": -0.31,954 "se": 0.013,955 "t": null,956 "p": null,957 "p_stars": "***",958 "ci_lo": null,959 "ci_hi": null,960 "page": 11,961 "confidence": "high",962 "notes": "Mean-centred standardized coefficient. Property status: to be renewed (ref. new)"963 },964 {965 "model_id": "T4-c2",966 "var_name_printed": "prop_status_4",967 "taxonomy_id": "condition",968 "x_transform": "other",969 "x_unit": "binary",970 "beta": -0.31,971 "se": 0.013,972 "t": null,973 "p": null,974 "p_stars": "***",975 "ci_lo": null,976 "ci_hi": null,977 "page": 11,978 "confidence": "high",979 "notes": "Mean-centred standardized coefficient. Property status: to be renewed (ref. new)"980 },981 {982 "model_id": "T4-c3",983 "var_name_printed": "prop_status_4",984 "taxonomy_id": "condition",985 "x_transform": "other",986 "x_unit": "binary",987 "beta": -0.248,988 "se": 0.016,989 "t": null,990 "p": null,991 "p_stars": "***",992 "ci_lo": null,993 "ci_hi": null,994 "page": 11,995 "confidence": "high",996 "notes": "Mean-centred standardized coefficient. Property status: to be renewed (ref. new)"997 },998 {999 "model_id": "T4-c4",1000 "var_name_printed": "prop_status_4",1001 "taxonomy_id": "condition",1002 "x_transform": "other",1003 "x_unit": "binary",1004 "beta": -0.205,1005 "se": 0.024,1006 "t": null,1007 "p": null,1008 "p_stars": "***",1009 "ci_lo": null,1010 "ci_hi": null,1011 "page": 11,1012 "confidence": "high",1013 "notes": "Mean-centred standardized coefficient. Property status: to be renewed (ref. new)"1014 },1015 {1016 "model_id": "T4-c5",1017 "var_name_printed": "prop_status_4",1018 "taxonomy_id": "condition",1019 "x_transform": "other",1020 "x_unit": "binary",1021 "beta": -0.4,1022 "se": 0.021,1023 "t": null,1024 "p": null,1025 "p_stars": "***",1026 "ci_lo": null,1027 "ci_hi": null,1028 "page": 11,1029 "confidence": "high",1030 "notes": "Mean-centred standardized coefficient. Property status: to be renewed (ref. new)"1031 },1032 {1033 "model_id": "T4-c1",1034 "var_name_printed": "dist_sub_st",1035 "taxonomy_id": "transit_distance",1036 "x_transform": "other",1037 "x_unit": "m",1038 "beta": -0.115,1039 "se": 0.007,1040 "t": null,1041 "p": null,1042 "p_stars": "***",1043 "ci_lo": null,1044 "ci_hi": null,1045 "page": 11,1046 "confidence": "high",1047 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest subway/urban rail station"1048 },1049 {1050 "model_id": "T4-c2",1051 "var_name_printed": "dist_sub_st",1052 "taxonomy_id": "transit_distance",1053 "x_transform": "other",1054 "x_unit": "m",1055 "beta": -0.12,1056 "se": 0.007,1057 "t": null,1058 "p": null,1059 "p_stars": "***",1060 "ci_lo": null,1061 "ci_hi": null,1062 "page": 11,1063 "confidence": "high",1064 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest subway/urban rail station"1065 },1066 {1067 "model_id": "T4-c3",1068 "var_name_printed": "dist_sub_st",1069 "taxonomy_id": "transit_distance",1070 "x_transform": "other",1071 "x_unit": "m",1072 "beta": -0.119,1073 "se": 0.004,1074 "t": null,1075 "p": null,1076 "p_stars": "***",1077 "ci_lo": null,1078 "ci_hi": null,1079 "page": 11,1080 "confidence": "high",1081 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest subway/urban rail station"1082 },1083 {1084 "model_id": "T4-c4",1085 "var_name_printed": "dist_sub_st",1086 "taxonomy_id": "transit_distance",1087 "x_transform": "other",1088 "x_unit": "m",1089 "beta": 0.005,1090 "se": 0.007,1091 "t": null,1092 "p": null,1093 "p_stars": "",1094 "ci_lo": null,1095 "ci_hi": null,1096 "page": 11,1097 "confidence": "high",1098 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest subway/urban rail station"1099 },1100 {1101 "model_id": "T4-c5",1102 "var_name_printed": "dist_sub_st",1103 "taxonomy_id": "transit_distance",1104 "x_transform": "other",1105 "x_unit": "m",1106 "beta": -0.096,1107 "se": 0.004,1108 "t": null,1109 "p": null,1110 "p_stars": "***",1111 "ci_lo": null,1112 "ci_hi": null,1113 "page": 11,1114 "confidence": "high",1115 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest subway/urban rail station"1116 },1117 {1118 "model_id": "T4-c1",1119 "var_name_printed": "dist_tr_st",1120 "taxonomy_id": "transit_distance",1121 "x_transform": "other",1122 "x_unit": "m",1123 "beta": -0.028,1124 "se": 0.005,1125 "t": null,1126 "p": null,1127 "p_stars": "***",1128 "ci_lo": null,1129 "ci_hi": null,1130 "page": 11,1131 "confidence": "high",1132 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest train station"1133 },1134 {1135 "model_id": "T4-c2",1136 "var_name_printed": "dist_tr_st",1137 "taxonomy_id": "transit_distance",1138 "x_transform": "other",1139 "x_unit": "m",1140 "beta": -0.029,1141 "se": 0.006,1142 "t": null,1143 "p": null,1144 "p_stars": "***",1145 "ci_lo": null,1146 "ci_hi": null,1147 "page": 11,1148 "confidence": "high",1149 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest train station"1150 },1151 {1152 "model_id": "T4-c3",1153 "var_name_printed": "dist_tr_st",1154 "taxonomy_id": "transit_distance",1155 "x_transform": "other",1156 "x_unit": "m",1157 "beta": -0.029,1158 "se": 0.004,1159 "t": null,1160 "p": null,1161 "p_stars": "***",1162 "ci_lo": null,1163 "ci_hi": null,1164 "page": 11,1165 "confidence": "high",1166 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest train station"1167 },1168 {1169 "model_id": "T4-c4",1170 "var_name_printed": "dist_tr_st",1171 "taxonomy_id": "transit_distance",1172 "x_transform": "other",1173 "x_unit": "m",1174 "beta": -0.053,1175 "se": 0.005,1176 "t": null,1177 "p": null,1178 "p_stars": "***",1179 "ci_lo": null,1180 "ci_hi": null,1181 "page": 11,1182 "confidence": "high",1183 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest train station"1184 },1185 {1186 "model_id": "T4-c5",1187 "var_name_printed": "dist_tr_st",1188 "taxonomy_id": "transit_distance",1189 "x_transform": "other",1190 "x_unit": "m",1191 "beta": -0.026,1192 "se": 0.004,1193 "t": null,1194 "p": null,1195 "p_stars": "***",1196 "ci_lo": null,1197 "ci_hi": null,1198 "page": 11,1199 "confidence": "high",1200 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest train station"1201 },1202 {1203 "model_id": "T4-c1",1204 "var_name_printed": "dist_mall",1205 "taxonomy_id": "commercial_distance",1206 "x_transform": "other",1207 "x_unit": "m",1208 "beta": -0.001,1209 "se": 0.005,1210 "t": null,1211 "p": null,1212 "p_stars": "",1213 "ci_lo": null,1214 "ci_hi": null,1215 "page": 11,1216 "confidence": "high",1217 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest shopping mall"1218 },1219 {1220 "model_id": "T4-c2",1221 "var_name_printed": "dist_mall",1222 "taxonomy_id": "commercial_distance",1223 "x_transform": "other",1224 "x_unit": "m",1225 "beta": -0.003,1226 "se": 0.005,1227 "t": null,1228 "p": null,1229 "p_stars": "",1230 "ci_lo": null,1231 "ci_hi": null,1232 "page": 11,1233 "confidence": "high",1234 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest shopping mall"1235 },1236 {1237 "model_id": "T4-c3",1238 "var_name_printed": "dist_mall",1239 "taxonomy_id": "commercial_distance",1240 "x_transform": "other",1241 "x_unit": "m",1242 "beta": 0.018,1243 "se": 0.004,1244 "t": null,1245 "p": null,1246 "p_stars": "***",1247 "ci_lo": null,1248 "ci_hi": null,1249 "page": 11,1250 "confidence": "high",1251 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest shopping mall"1252 },1253 {1254 "model_id": "T4-c4",1255 "var_name_printed": "dist_mall",1256 "taxonomy_id": "commercial_distance",1257 "x_transform": "other",1258 "x_unit": "m",1259 "beta": -0.066,1260 "se": 0.005,1261 "t": null,1262 "p": null,1263 "p_stars": "***",1264 "ci_lo": null,1265 "ci_hi": null,1266 "page": 11,1267 "confidence": "high",1268 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest shopping mall"1269 },1270 {1271 "model_id": "T4-c5",1272 "var_name_printed": "dist_mall",1273 "taxonomy_id": "commercial_distance",1274 "x_transform": "other",1275 "x_unit": "m",1276 "beta": 0.003,1277 "se": 0.004,1278 "t": null,1279 "p": null,1280 "p_stars": "",1281 "ci_lo": null,1282 "ci_hi": null,1283 "page": 11,1284 "confidence": "high",1285 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest shopping mall"1286 },1287 {1288 "model_id": "T4-c1",1289 "var_name_printed": "green_area",1290 "taxonomy_id": "green_space",1291 "x_transform": "other",1292 "x_unit": "m2",1293 "beta": 0.004,1294 "se": 0.003,1295 "t": null,1296 "p": null,1297 "p_stars": "",1298 "ci_lo": null,1299 "ci_hi": null,1300 "page": 11,1301 "confidence": "high",1302 "notes": "Mean-centred standardized coefficient. Green area (m2) within 300 m radius"1303 },1304 {1305 "model_id": "T4-c2",1306 "var_name_printed": "green_area",1307 "taxonomy_id": "green_space",1308 "x_transform": "other",1309 "x_unit": "m2",1310 "beta": 0.004,1311 "se": 0.003,1312 "t": null,1313 "p": null,1314 "p_stars": "",1315 "ci_lo": null,1316 "ci_hi": null,1317 "page": 11,1318 "confidence": "high",1319 "notes": "Mean-centred standardized coefficient. Green area (m2) within 300 m radius"1320 },1321 {1322 "model_id": "T4-c3",1323 "var_name_printed": "green_area",1324 "taxonomy_id": "green_space",1325 "x_transform": "other",1326 "x_unit": "m2",1327 "beta": -0.016,1328 "se": 0.003,1329 "t": null,1330 "p": null,1331 "p_stars": "***",1332 "ci_lo": null,1333 "ci_hi": null,1334 "page": 11,1335 "confidence": "high",1336 "notes": "Mean-centred standardized coefficient. Green area (m2) within 300 m radius"1337 },1338 {1339 "model_id": "T4-c4",1340 "var_name_printed": "green_area",1341 "taxonomy_id": "green_space",1342 "x_transform": "other",1343 "x_unit": "m2",1344 "beta": -0.017,1345 "se": 0.005,1346 "t": null,1347 "p": null,1348 "p_stars": "**",1349 "ci_lo": null,1350 "ci_hi": null,1351 "page": 11,1352 "confidence": "high",1353 "notes": "Mean-centred standardized coefficient. Green area (m2) within 300 m radius"1354 },1355 {1356 "model_id": "T4-c5",1357 "var_name_printed": "green_area",1358 "taxonomy_id": "green_space",1359 "x_transform": "other",1360 "x_unit": "m2",1361 "beta": 0.02,1362 "se": 0.003,1363 "t": null,1364 "p": null,1365 "p_stars": "***",1366 "ci_lo": null,1367 "ci_hi": null,1368 "page": 11,1369 "confidence": "high",1370 "notes": "Mean-centred standardized coefficient. Green area (m2) within 300 m radius"1371 },1372 {1373 "model_id": "T4-c2",1374 "var_name_printed": "dist_stream",1375 "taxonomy_id": "water_proximity",1376 "x_transform": "other",1377 "x_unit": "m",1378 "beta": 0.012,1379 "se": 0.005,1380 "t": null,1381 "p": null,1382 "p_stars": "*",1383 "ci_lo": null,1384 "ci_hi": null,1385 "page": 11,1386 "confidence": "high",1387 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest natural stream"1388 },1389 {1390 "model_id": "T4-c3",1391 "var_name_printed": "dist_stream",1392 "taxonomy_id": "water_proximity",1393 "x_transform": "other",1394 "x_unit": "m",1395 "beta": 0.012,1396 "se": 0.003,1397 "t": null,1398 "p": null,1399 "p_stars": "***",1400 "ci_lo": null,1401 "ci_hi": null,1402 "page": 11,1403 "confidence": "high",1404 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest natural stream"1405 },1406 {1407 "model_id": "T4-c4",1408 "var_name_printed": "dist_stream",1409 "taxonomy_id": "water_proximity",1410 "x_transform": "other",1411 "x_unit": "m",1412 "beta": 0.058,1413 "se": 0.005,1414 "t": null,1415 "p": null,1416 "p_stars": "***",1417 "ci_lo": null,1418 "ci_hi": null,1419 "page": 11,1420 "confidence": "high",1421 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest natural stream"1422 },1423 {1424 "model_id": "T4-c5",1425 "var_name_printed": "dist_stream",1426 "taxonomy_id": "water_proximity",1427 "x_transform": "other",1428 "x_unit": "m",1429 "beta": 0.024,1430 "se": 0.004,1431 "t": null,1432 "p": null,1433 "p_stars": "***",1434 "ci_lo": null,1435 "ci_hi": null,1436 "page": 11,1437 "confidence": "high",1438 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest natural stream"1439 },1440 {1441 "model_id": "T4-c2",1442 "var_name_printed": "quality_stream",1443 "taxonomy_id": "water_quality",1444 "x_transform": "other",1445 "x_unit": "index",1446 "beta": 0.005,1447 "se": 0.003,1448 "t": null,1449 "p": null,1450 "p_stars": "*",1451 "ci_lo": null,1452 "ci_hi": null,1453 "page": 11,1454 "confidence": "high",1455 "notes": "Mean-centred standardized coefficient. Stream water quality, 5-point Likert (ARPA 2009-2014)"1456 },1457 {1458 "model_id": "T4-c3",1459 "var_name_printed": "quality_stream",1460 "taxonomy_id": "water_quality",1461 "x_transform": "other",1462 "x_unit": "index",1463 "beta": 0.008,1464 "se": 0.003,1465 "t": null,1466 "p": null,1467 "p_stars": "**",1468 "ci_lo": null,1469 "ci_hi": null,1470 "page": 11,1471 "confidence": "high",1472 "notes": "Mean-centred standardized coefficient. Stream water quality, 5-point Likert (ARPA 2009-2014)"1473 },1474 {1475 "model_id": "T4-c4",1476 "var_name_printed": "quality_stream",1477 "taxonomy_id": "water_quality",1478 "x_transform": "other",1479 "x_unit": "index",1480 "beta": 0.011,1481 "se": 0.005,1482 "t": null,1483 "p": null,1484 "p_stars": "*",1485 "ci_lo": null,1486 "ci_hi": null,1487 "page": 11,1488 "confidence": "high",1489 "notes": "Mean-centred standardized coefficient. Stream water quality, 5-point Likert (ARPA 2009-2014)"1490 },1491 {1492 "model_id": "T4-c5",1493 "var_name_printed": "quality_stream",1494 "taxonomy_id": "water_quality",1495 "x_transform": "other",1496 "x_unit": "index",1497 "beta": 0.01,1498 "se": 0.004,1499 "t": null,1500 "p": null,1501 "p_stars": "**",1502 "ci_lo": null,1503 "ci_hi": null,1504 "page": 11,1505 "confidence": "high",1506 "notes": "Mean-centred standardized coefficient. Stream water quality, 5-point Likert (ARPA 2009-2014)"1507 },1508 {1509 "model_id": "T4-c2",1510 "var_name_printed": "dist_canal",1511 "taxonomy_id": "water_proximity",1512 "x_transform": "other",1513 "x_unit": "m",1514 "beta": -0.02,1515 "se": 0.005,1516 "t": null,1517 "p": null,1518 "p_stars": "***",1519 "ci_lo": null,1520 "ci_hi": null,1521 "page": 11,1522 "confidence": "high",1523 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest canal"1524 },1525 {1526 "model_id": "T4-c3",1527 "var_name_printed": "dist_canal",1528 "taxonomy_id": "water_proximity",1529 "x_transform": "other",1530 "x_unit": "m",1531 "beta": -0.074,1532 "se": 0.003,1533 "t": null,1534 "p": null,1535 "p_stars": "***",1536 "ci_lo": null,1537 "ci_hi": null,1538 "page": 11,1539 "confidence": "high",1540 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest canal"1541 },1542 {1543 "model_id": "T4-c4",1544 "var_name_printed": "dist_canal",1545 "taxonomy_id": "water_proximity",1546 "x_transform": "other",1547 "x_unit": "m",1548 "beta": -0.071,1549 "se": 0.006,1550 "t": null,1551 "p": null,1552 "p_stars": "***",1553 "ci_lo": null,1554 "ci_hi": null,1555 "page": 11,1556 "confidence": "high",1557 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest canal"1558 },1559 {1560 "model_id": "T4-c5",1561 "var_name_printed": "dist_canal",1562 "taxonomy_id": "water_proximity",1563 "x_transform": "other",1564 "x_unit": "m",1565 "beta": -0.003,1566 "se": 0.003,1567 "t": null,1568 "p": null,1569 "p_stars": "",1570 "ci_lo": null,1571 "ci_hi": null,1572 "page": 11,1573 "confidence": "high",1574 "notes": "Mean-centred standardized coefficient. Distance in metres to nearest canal"1575 },1576 {1577 "model_id": "T4-c2",1578 "var_name_printed": "quality_canal",1579 "taxonomy_id": "water_quality",1580 "x_transform": "other",1581 "x_unit": "index",1582 "beta": -0.001,1583 "se": 0.003,1584 "t": null,1585 "p": null,1586 "p_stars": "",1587 "ci_lo": null,1588 "ci_hi": null,1589 "page": 11,1590 "confidence": "high",1591 "notes": "Mean-centred standardized coefficient. Canal water quality, 5-point Likert"1592 },1593 {1594 "model_id": "T4-c3",1595 "var_name_printed": "quality_canal",1596 "taxonomy_id": "water_quality",1597 "x_transform": "other",1598 "x_unit": "index",1599 "beta": 0.002,1600 "se": 0.003,1601 "t": null,1602 "p": null,1603 "p_stars": "",1604 "ci_lo": null,1605 "ci_hi": null,1606 "page": 11,1607 "confidence": "high",1608 "notes": "Mean-centred standardized coefficient. Canal water quality, 5-point Likert"1609 },1610 {1611 "model_id": "T4-c4",1612 "var_name_printed": "quality_canal",1613 "taxonomy_id": "water_quality",1614 "x_transform": "other",1615 "x_unit": "index",1616 "beta": -0.007,1617 "se": 0.005,1618 "t": null,1619 "p": null,1620 "p_stars": "",1621 "ci_lo": null,1622 "ci_hi": null,1623 "page": 11,1624 "confidence": "high",1625 "notes": "Mean-centred standardized coefficient. Canal water quality, 5-point Likert"1626 },1627 {1628 "model_id": "T4-c5",1629 "var_name_printed": "quality_canal",1630 "taxonomy_id": "water_quality",1631 "x_transform": "other",1632 "x_unit": "index",1633 "beta": 0.0,1634 "se": 0.004,1635 "t": null,1636 "p": null,1637 "p_stars": "",1638 "ci_lo": null,1639 "ci_hi": null,1640 "page": 11,1641 "confidence": "high",1642 "notes": "Mean-centred standardized coefficient. Canal water quality, 5-point Likert"1643 }1644 ]1645}