1{2 "record_id": "87f031f0ad9dc17cd7151e97fc7ad56a0e7b728f",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "Spatial Variability of the 'Airbnb Effect': A Spatially Explicit Analysis of Airbnb's Impact on Housing Prices in Sydney",7 "year": 2022,8 "doi": "10.3390/ijgi11010065",9 "country": "Australia",10 "region_city": "Sydney, New South Wales",11 "sample_start": 2019,12 "sample_end": 2019,13 "property_type": "mixed",14 "price_type": "transaction",15 "data_source": "Australian Property Monitors (APM) residential sales 2019 (n=36,264); AirDNA Airbnb listings aggregated to postcode; OpenStreetMap amenities",16 "document_type": "journal",17 "estimators": [18 "OLS",19 "IV",20 "GWR"21 ],22 "spatial_method": "GWR (adaptive gaussian kernel, 190 nearest neighbours) as spatial model; postcode controls in OLS/IV",23 "time_fe": true,24 "location_fe": true,25 "se_type": "robust",26 "n_obs_total": 36264,27 "ai_methods": [],28 "notes": "ISPRS Int. J. Geo-Inf. 2022, 11, 65 (metadata DOI 10.31235/osf.io/cw2a9 is the preprint; year in metadata 2021). Table 2 prints SEs only for Airbnb density; all other coefficients are printed without SE/stars (confidence medium). Columns 1-2 have no month/postcode controls (time_fe/location_fe false for them), columns 3-4 include month FE and postcode controls. Table 4 (GWR) reports only the distribution (min, Q1, median, Q3, max) of local coefficients and is not extracted. Property type: residential sales including houses and units (a 'House' flag is mentioned in the model but not reported). Distance units are not stated."29 },30 "models": [31 {32 "model_id": "T2-c1",33 "table": "2",34 "column": "1 Baseline",35 "page": 10,36 "dep_var": "log(sale price), AUD",37 "dep_transform": "log",38 "estimator": "OLS",39 "n_obs": 36264,40 "r2": 0.746,41 "se_or_t_in_parentheses": "none",42 "sample_subset": "Baseline hedonic without Airbnb density; no month or postcode controls; adjusted R2"43 },44 {45 "model_id": "T2-c2",46 "table": "2",47 "column": "2 Baseline OLS",48 "page": 10,49 "dep_var": "log(sale price), AUD",50 "dep_transform": "log",51 "estimator": "OLS",52 "n_obs": 36264,53 "r2": 0.796,54 "se_or_t_in_parentheses": "se",55 "sample_subset": "Baseline OLS with log Airbnb density; no month or postcode controls; adjusted R2"56 },57 {58 "model_id": "T2-c3",59 "table": "2",60 "column": "3 Control OLS",61 "page": 10,62 "dep_var": "log(sale price), AUD",63 "dep_transform": "log",64 "estimator": "OLS",65 "n_obs": 36264,66 "r2": 0.868,67 "se_or_t_in_parentheses": "se",68 "sample_subset": "OLS with month fixed effects and postcode-level controls; adjusted R2"69 },70 {71 "model_id": "T2-c4",72 "table": "2",73 "column": "4 IV",74 "page": 10,75 "dep_var": "log(sale price), AUD",76 "dep_transform": "log",77 "estimator": "IV",78 "n_obs": 36264,79 "r2": 0.871,80 "se_or_t_in_parentheses": "se",81 "sample_subset": "Two-stage least squares; Airbnb density instrumented by shift-share (Dec-2018 density x Google Trends); month FE and postcode controls; adjusted R2"82 }83 ],84 "coefficients": [85 {86 "model_id": "T2-c1",87 "var_name_printed": "Bedrooms",88 "taxonomy_id": "bedrooms",89 "x_transform": "level",90 "x_unit": "count",91 "beta": 0.085,92 "se": null,93 "t": null,94 "p": null,95 "p_stars": "",96 "ci_lo": null,97 "ci_hi": null,98 "page": 10,99 "confidence": "medium",100 "notes": "No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"101 },102 {103 "model_id": "T2-c2",104 "var_name_printed": "Bedrooms",105 "taxonomy_id": "bedrooms",106 "x_transform": "level",107 "x_unit": "count",108 "beta": 0.106,109 "se": null,110 "t": null,111 "p": null,112 "p_stars": "",113 "ci_lo": null,114 "ci_hi": null,115 "page": 10,116 "confidence": "medium",117 "notes": "No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"118 },119 {120 "model_id": "T2-c3",121 "var_name_printed": "Bedrooms",122 "taxonomy_id": "bedrooms",123 "x_transform": "level",124 "x_unit": "count",125 "beta": 0.113,126 "se": null,127 "t": null,128 "p": null,129 "p_stars": "",130 "ci_lo": null,131 "ci_hi": null,132 "page": 10,133 "confidence": "medium",134 "notes": "No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"135 },136 {137 "model_id": "T2-c4",138 "var_name_printed": "Bedrooms",139 "taxonomy_id": "bedrooms",140 "x_transform": "level",141 "x_unit": "count",142 "beta": 0.112,143 "se": null,144 "t": null,145 "p": null,146 "p_stars": "",147 "ci_lo": null,148 "ci_hi": null,149 "page": 10,150 "confidence": "medium",151 "notes": "No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"152 },153 {154 "model_id": "T2-c1",155 "var_name_printed": "Baths",156 "taxonomy_id": "bathrooms",157 "x_transform": "level",158 "x_unit": "count",159 "beta": 0.112,160 "se": null,161 "t": null,162 "p": null,163 "p_stars": "",164 "ci_lo": null,165 "ci_hi": null,166 "page": 10,167 "confidence": "medium",168 "notes": "No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"169 },170 {171 "model_id": "T2-c2",172 "var_name_printed": "Baths",173 "taxonomy_id": "bathrooms",174 "x_transform": "level",175 "x_unit": "count",176 "beta": 0.096,177 "se": null,178 "t": null,179 "p": null,180 "p_stars": "",181 "ci_lo": null,182 "ci_hi": null,183 "page": 10,184 "confidence": "medium",185 "notes": "No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"186 },187 {188 "model_id": "T2-c3",189 "var_name_printed": "Baths",190 "taxonomy_id": "bathrooms",191 "x_transform": "level",192 "x_unit": "count",193 "beta": 0.079,194 "se": null,195 "t": null,196 "p": null,197 "p_stars": "",198 "ci_lo": null,199 "ci_hi": null,200 "page": 10,201 "confidence": "medium",202 "notes": "No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"203 },204 {205 "model_id": "T2-c4",206 "var_name_printed": "Baths",207 "taxonomy_id": "bathrooms",208 "x_transform": "level",209 "x_unit": "count",210 "beta": 0.08,211 "se": null,212 "t": null,213 "p": null,214 "p_stars": "",215 "ci_lo": null,216 "ci_hi": null,217 "page": 10,218 "confidence": "medium",219 "notes": "No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"220 },221 {222 "model_id": "T2-c1",223 "var_name_printed": "Parking",224 "taxonomy_id": "parking",225 "x_transform": "binary",226 "x_unit": "binary",227 "beta": 0.036,228 "se": null,229 "t": null,230 "p": null,231 "p_stars": "",232 "ci_lo": null,233 "ci_hi": null,234 "page": 10,235 "confidence": "medium",236 "notes": "Flag for parking (per section 3.2); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"237 },238 {239 "model_id": "T2-c2",240 "var_name_printed": "Parking",241 "taxonomy_id": "parking",242 "x_transform": "binary",243 "x_unit": "binary",244 "beta": 0.046,245 "se": null,246 "t": null,247 "p": null,248 "p_stars": "",249 "ci_lo": null,250 "ci_hi": null,251 "page": 10,252 "confidence": "medium",253 "notes": "Flag for parking (per section 3.2); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"254 },255 {256 "model_id": "T2-c3",257 "var_name_printed": "Parking",258 "taxonomy_id": "parking",259 "x_transform": "binary",260 "x_unit": "binary",261 "beta": 0.04,262 "se": null,263 "t": null,264 "p": null,265 "p_stars": "",266 "ci_lo": null,267 "ci_hi": null,268 "page": 10,269 "confidence": "medium",270 "notes": "Flag for parking (per section 3.2); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"271 },272 {273 "model_id": "T2-c4",274 "var_name_printed": "Parking",275 "taxonomy_id": "parking",276 "x_transform": "binary",277 "x_unit": "binary",278 "beta": 0.04,279 "se": null,280 "t": null,281 "p": null,282 "p_stars": "",283 "ci_lo": null,284 "ci_hi": null,285 "page": 10,286 "confidence": "medium",287 "notes": "Flag for parking (per section 3.2); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"288 },289 {290 "model_id": "T2-c1",291 "var_name_printed": "Dist. to City Centre",292 "taxonomy_id": "cbd_distance",293 "x_transform": "level",294 "x_unit": "unknown",295 "beta": -0.0,296 "se": null,297 "t": null,298 "p": null,299 "p_stars": "",300 "ci_lo": null,301 "ci_hi": null,302 "page": 10,303 "confidence": "medium",304 "notes": "Euclidean distance to city centre; unit not stated (coefficient printed as −0.000, consistent with metres); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"305 },306 {307 "model_id": "T2-c2",308 "var_name_printed": "Dist. to City Centre",309 "taxonomy_id": "cbd_distance",310 "x_transform": "level",311 "x_unit": "unknown",312 "beta": -0.0,313 "se": null,314 "t": null,315 "p": null,316 "p_stars": "",317 "ci_lo": null,318 "ci_hi": null,319 "page": 10,320 "confidence": "medium",321 "notes": "Euclidean distance to city centre; unit not stated (coefficient printed as −0.000, consistent with metres); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"322 },323 {324 "model_id": "T2-c3",325 "var_name_printed": "Dist. to City Centre",326 "taxonomy_id": "cbd_distance",327 "x_transform": "level",328 "x_unit": "unknown",329 "beta": -0.0,330 "se": null,331 "t": null,332 "p": null,333 "p_stars": "",334 "ci_lo": null,335 "ci_hi": null,336 "page": 10,337 "confidence": "medium",338 "notes": "Euclidean distance to city centre; unit not stated (coefficient printed as −0.000, consistent with metres); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"339 },340 {341 "model_id": "T2-c4",342 "var_name_printed": "Dist. to City Centre",343 "taxonomy_id": "cbd_distance",344 "x_transform": "level",345 "x_unit": "unknown",346 "beta": -0.0,347 "se": null,348 "t": null,349 "p": null,350 "p_stars": "",351 "ci_lo": null,352 "ci_hi": null,353 "page": 10,354 "confidence": "medium",355 "notes": "Euclidean distance to city centre; unit not stated (coefficient printed as −0.000, consistent with metres); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"356 },357 {358 "model_id": "T2-c1",359 "var_name_printed": "Dist. to Coast",360 "taxonomy_id": "water_proximity",361 "x_transform": "level",362 "x_unit": "unknown",363 "beta": -0.0,364 "se": null,365 "t": null,366 "p": null,367 "p_stars": "",368 "ci_lo": null,369 "ci_hi": null,370 "page": 10,371 "confidence": "medium",372 "notes": "Euclidean distance to coastline; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"373 },374 {375 "model_id": "T2-c2",376 "var_name_printed": "Dist. to Coast",377 "taxonomy_id": "water_proximity",378 "x_transform": "level",379 "x_unit": "unknown",380 "beta": -0.0,381 "se": null,382 "t": null,383 "p": null,384 "p_stars": "",385 "ci_lo": null,386 "ci_hi": null,387 "page": 10,388 "confidence": "medium",389 "notes": "Euclidean distance to coastline; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"390 },391 {392 "model_id": "T2-c3",393 "var_name_printed": "Dist. to Coast",394 "taxonomy_id": "water_proximity",395 "x_transform": "level",396 "x_unit": "unknown",397 "beta": -0.0,398 "se": null,399 "t": null,400 "p": null,401 "p_stars": "",402 "ci_lo": null,403 "ci_hi": null,404 "page": 10,405 "confidence": "medium",406 "notes": "Euclidean distance to coastline; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"407 },408 {409 "model_id": "T2-c4",410 "var_name_printed": "Dist. to Coast",411 "taxonomy_id": "water_proximity",412 "x_transform": "level",413 "x_unit": "unknown",414 "beta": -0.0,415 "se": null,416 "t": null,417 "p": null,418 "p_stars": "",419 "ci_lo": null,420 "ci_hi": null,421 "page": 10,422 "confidence": "medium",423 "notes": "Euclidean distance to coastline; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"424 },425 {426 "model_id": "T2-c1",427 "var_name_printed": "Dist. to Commercial Zones",428 "taxonomy_id": "commercial_distance",429 "x_transform": "level",430 "x_unit": "unknown",431 "beta": -0.0,432 "se": null,433 "t": null,434 "p": null,435 "p_stars": "",436 "ci_lo": null,437 "ci_hi": null,438 "page": 10,439 "confidence": "medium",440 "notes": "Euclidean distance to commercial zones; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"441 },442 {443 "model_id": "T2-c2",444 "var_name_printed": "Dist. to Commercial Zones",445 "taxonomy_id": "commercial_distance",446 "x_transform": "level",447 "x_unit": "unknown",448 "beta": -0.0,449 "se": null,450 "t": null,451 "p": null,452 "p_stars": "",453 "ci_lo": null,454 "ci_hi": null,455 "page": 10,456 "confidence": "medium",457 "notes": "Euclidean distance to commercial zones; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"458 },459 {460 "model_id": "T2-c3",461 "var_name_printed": "Dist. to Commercial Zones",462 "taxonomy_id": "commercial_distance",463 "x_transform": "level",464 "x_unit": "unknown",465 "beta": -0.0,466 "se": null,467 "t": null,468 "p": null,469 "p_stars": "",470 "ci_lo": null,471 "ci_hi": null,472 "page": 10,473 "confidence": "medium",474 "notes": "Euclidean distance to commercial zones; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"475 },476 {477 "model_id": "T2-c4",478 "var_name_printed": "Dist. to Commercial Zones",479 "taxonomy_id": "commercial_distance",480 "x_transform": "level",481 "x_unit": "unknown",482 "beta": -0.0,483 "se": null,484 "t": null,485 "p": null,486 "p_stars": "",487 "ci_lo": null,488 "ci_hi": null,489 "page": 10,490 "confidence": "medium",491 "notes": "Euclidean distance to commercial zones; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"492 },493 {494 "model_id": "T2-c1",495 "var_name_printed": "Dist. to Swim Place",496 "taxonomy_id": "other",497 "x_transform": "level",498 "x_unit": "unknown",499 "beta": -0.0,500 "se": null,501 "t": null,502 "p": null,503 "p_stars": "",504 "ci_lo": null,505 "ci_hi": null,506 "page": 10,507 "confidence": "medium",508 "notes": "Euclidean distance to nearest swimming place (beach/pool); unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"509 },510 {511 "model_id": "T2-c2",512 "var_name_printed": "Dist. to Swim Place",513 "taxonomy_id": "other",514 "x_transform": "level",515 "x_unit": "unknown",516 "beta": -0.0,517 "se": null,518 "t": null,519 "p": null,520 "p_stars": "",521 "ci_lo": null,522 "ci_hi": null,523 "page": 10,524 "confidence": "medium",525 "notes": "Euclidean distance to nearest swimming place (beach/pool); unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"526 },527 {528 "model_id": "T2-c3",529 "var_name_printed": "Dist. to Swim Place",530 "taxonomy_id": "other",531 "x_transform": "level",532 "x_unit": "unknown",533 "beta": -0.0,534 "se": null,535 "t": null,536 "p": null,537 "p_stars": "",538 "ci_lo": null,539 "ci_hi": null,540 "page": 10,541 "confidence": "medium",542 "notes": "Euclidean distance to nearest swimming place (beach/pool); unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"543 },544 {545 "model_id": "T2-c4",546 "var_name_printed": "Dist. to Swim Place",547 "taxonomy_id": "other",548 "x_transform": "level",549 "x_unit": "unknown",550 "beta": -0.0,551 "se": null,552 "t": null,553 "p": null,554 "p_stars": "",555 "ci_lo": null,556 "ci_hi": null,557 "page": 10,558 "confidence": "medium",559 "notes": "Euclidean distance to nearest swimming place (beach/pool); unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"560 },561 {562 "model_id": "T2-c1",563 "var_name_printed": "Dist. to Industrial Zones",564 "taxonomy_id": "hazard_site",565 "x_transform": "level",566 "x_unit": "unknown",567 "beta": -0.0,568 "se": null,569 "t": null,570 "p": null,571 "p_stars": "",572 "ci_lo": null,573 "ci_hi": null,574 "page": 10,575 "confidence": "medium",576 "notes": "Euclidean distance to industrial zones; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"577 },578 {579 "model_id": "T2-c2",580 "var_name_printed": "Dist. to Industrial Zones",581 "taxonomy_id": "hazard_site",582 "x_transform": "level",583 "x_unit": "unknown",584 "beta": -0.0,585 "se": null,586 "t": null,587 "p": null,588 "p_stars": "",589 "ci_lo": null,590 "ci_hi": null,591 "page": 10,592 "confidence": "medium",593 "notes": "Euclidean distance to industrial zones; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"594 },595 {596 "model_id": "T2-c3",597 "var_name_printed": "Dist. to Industrial Zones",598 "taxonomy_id": "hazard_site",599 "x_transform": "level",600 "x_unit": "unknown",601 "beta": -0.0,602 "se": null,603 "t": null,604 "p": null,605 "p_stars": "",606 "ci_lo": null,607 "ci_hi": null,608 "page": 10,609 "confidence": "medium",610 "notes": "Euclidean distance to industrial zones; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"611 },612 {613 "model_id": "T2-c4",614 "var_name_printed": "Dist. to Industrial Zones",615 "taxonomy_id": "hazard_site",616 "x_transform": "level",617 "x_unit": "unknown",618 "beta": -0.0,619 "se": null,620 "t": null,621 "p": null,622 "p_stars": "",623 "ci_lo": null,624 "ci_hi": null,625 "page": 10,626 "confidence": "medium",627 "notes": "Euclidean distance to industrial zones; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"628 },629 {630 "model_id": "T2-c1",631 "var_name_printed": "Within 400 m of Railway Station",632 "taxonomy_id": "transit_distance",633 "x_transform": "dummy",634 "x_unit": "binary",635 "beta": 0.144,636 "se": null,637 "t": null,638 "p": null,639 "p_stars": "",640 "ci_lo": null,641 "ci_hi": null,642 "page": 10,643 "confidence": "medium",644 "notes": "Dummy: within 400 m of a railway station; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"645 },646 {647 "model_id": "T2-c2",648 "var_name_printed": "Within 400 m of Railway Station",649 "taxonomy_id": "transit_distance",650 "x_transform": "dummy",651 "x_unit": "binary",652 "beta": 0.082,653 "se": null,654 "t": null,655 "p": null,656 "p_stars": "",657 "ci_lo": null,658 "ci_hi": null,659 "page": 10,660 "confidence": "medium",661 "notes": "Dummy: within 400 m of a railway station; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"662 },663 {664 "model_id": "T2-c3",665 "var_name_printed": "Within 400 m of Railway Station",666 "taxonomy_id": "transit_distance",667 "x_transform": "dummy",668 "x_unit": "binary",669 "beta": 0.03,670 "se": null,671 "t": null,672 "p": null,673 "p_stars": "",674 "ci_lo": null,675 "ci_hi": null,676 "page": 10,677 "confidence": "medium",678 "notes": "Dummy: within 400 m of a railway station; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"679 },680 {681 "model_id": "T2-c4",682 "var_name_printed": "Within 400 m of Railway Station",683 "taxonomy_id": "transit_distance",684 "x_transform": "dummy",685 "x_unit": "binary",686 "beta": 0.03,687 "se": null,688 "t": null,689 "p": null,690 "p_stars": "",691 "ci_lo": null,692 "ci_hi": null,693 "page": 10,694 "confidence": "medium",695 "notes": "Dummy: within 400 m of a railway station; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"696 },697 {698 "model_id": "T2-c1",699 "var_name_printed": "Within 800 m of Railway Station",700 "taxonomy_id": "transit_distance",701 "x_transform": "dummy",702 "x_unit": "binary",703 "beta": 0.126,704 "se": null,705 "t": null,706 "p": null,707 "p_stars": "",708 "ci_lo": null,709 "ci_hi": null,710 "page": 10,711 "confidence": "medium",712 "notes": "Dummy: within 800 m of a railway station (column 3 value 0.241 as printed, out of line with other columns); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"713 },714 {715 "model_id": "T2-c2",716 "var_name_printed": "Within 800 m of Railway Station",717 "taxonomy_id": "transit_distance",718 "x_transform": "dummy",719 "x_unit": "binary",720 "beta": 0.077,721 "se": null,722 "t": null,723 "p": null,724 "p_stars": "",725 "ci_lo": null,726 "ci_hi": null,727 "page": 10,728 "confidence": "medium",729 "notes": "Dummy: within 800 m of a railway station (column 3 value 0.241 as printed, out of line with other columns); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"730 },731 {732 "model_id": "T2-c3",733 "var_name_printed": "Within 800 m of Railway Station",734 "taxonomy_id": "transit_distance",735 "x_transform": "dummy",736 "x_unit": "binary",737 "beta": 0.241,738 "se": null,739 "t": null,740 "p": null,741 "p_stars": "",742 "ci_lo": null,743 "ci_hi": null,744 "page": 10,745 "confidence": "medium",746 "notes": "Dummy: within 800 m of a railway station (column 3 value 0.241 as printed, out of line with other columns); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"747 },748 {749 "model_id": "T2-c4",750 "var_name_printed": "Within 800 m of Railway Station",751 "taxonomy_id": "transit_distance",752 "x_transform": "dummy",753 "x_unit": "binary",754 "beta": 0.025,755 "se": null,756 "t": null,757 "p": null,758 "p_stars": "",759 "ci_lo": null,760 "ci_hi": null,761 "page": 10,762 "confidence": "medium",763 "notes": "Dummy: within 800 m of a railway station (column 3 value 0.241 as printed, out of line with other columns); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"764 },765 {766 "model_id": "T2-c1",767 "var_name_printed": "Within 1600 m of Railway Station",768 "taxonomy_id": "transit_distance",769 "x_transform": "dummy",770 "x_unit": "binary",771 "beta": 0.073,772 "se": null,773 "t": null,774 "p": null,775 "p_stars": "",776 "ci_lo": null,777 "ci_hi": null,778 "page": 10,779 "confidence": "medium",780 "notes": "Dummy: within 1600 m of a railway station; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"781 },782 {783 "model_id": "T2-c2",784 "var_name_printed": "Within 1600 m of Railway Station",785 "taxonomy_id": "transit_distance",786 "x_transform": "dummy",787 "x_unit": "binary",788 "beta": 0.044,789 "se": null,790 "t": null,791 "p": null,792 "p_stars": "",793 "ci_lo": null,794 "ci_hi": null,795 "page": 10,796 "confidence": "medium",797 "notes": "Dummy: within 1600 m of a railway station; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"798 },799 {800 "model_id": "T2-c3",801 "var_name_printed": "Within 1600 m of Railway Station",802 "taxonomy_id": "transit_distance",803 "x_transform": "dummy",804 "x_unit": "binary",805 "beta": 0.004,806 "se": null,807 "t": null,808 "p": null,809 "p_stars": "",810 "ci_lo": null,811 "ci_hi": null,812 "page": 10,813 "confidence": "medium",814 "notes": "Dummy: within 1600 m of a railway station; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"815 },816 {817 "model_id": "T2-c4",818 "var_name_printed": "Within 1600 m of Railway Station",819 "taxonomy_id": "transit_distance",820 "x_transform": "dummy",821 "x_unit": "binary",822 "beta": 0.037,823 "se": null,824 "t": null,825 "p": null,826 "p_stars": "",827 "ci_lo": null,828 "ci_hi": null,829 "page": 10,830 "confidence": "medium",831 "notes": "Dummy: within 1600 m of a railway station; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"832 },833 {834 "model_id": "T2-c1",835 "var_name_printed": "Crime Rate",836 "taxonomy_id": "crime",837 "x_transform": "level",838 "x_unit": "rate",839 "beta": -0.227,840 "se": null,841 "t": null,842 "p": null,843 "p_stars": "",844 "ci_lo": null,845 "ci_hi": null,846 "page": 10,847 "confidence": "medium",848 "notes": "Local crime rate; exact definition/unit not stated in extracted pages; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"849 },850 {851 "model_id": "T2-c2",852 "var_name_printed": "Crime Rate",853 "taxonomy_id": "crime",854 "x_transform": "level",855 "x_unit": "rate",856 "beta": -0.2,857 "se": null,858 "t": null,859 "p": null,860 "p_stars": "",861 "ci_lo": null,862 "ci_hi": null,863 "page": 10,864 "confidence": "medium",865 "notes": "Local crime rate; exact definition/unit not stated in extracted pages; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"866 },867 {868 "model_id": "T2-c3",869 "var_name_printed": "Crime Rate",870 "taxonomy_id": "crime",871 "x_transform": "level",872 "x_unit": "rate",873 "beta": -0.015,874 "se": null,875 "t": null,876 "p": null,877 "p_stars": "",878 "ci_lo": null,879 "ci_hi": null,880 "page": 10,881 "confidence": "medium",882 "notes": "Local crime rate; exact definition/unit not stated in extracted pages; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"883 },884 {885 "model_id": "T2-c4",886 "var_name_printed": "Crime Rate",887 "taxonomy_id": "crime",888 "x_transform": "level",889 "x_unit": "rate",890 "beta": -0.01,891 "se": null,892 "t": null,893 "p": null,894 "p_stars": "",895 "ci_lo": null,896 "ci_hi": null,897 "page": 10,898 "confidence": "medium",899 "notes": "Local crime rate; exact definition/unit not stated in extracted pages; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"900 },901 {902 "model_id": "T2-c1",903 "var_name_printed": "Median Family Income",904 "taxonomy_id": "income",905 "x_transform": "level",906 "x_unit": "currency",907 "beta": 0.0,908 "se": null,909 "t": null,910 "p": null,911 "p_stars": "",912 "ci_lo": null,913 "ci_hi": null,914 "page": 10,915 "confidence": "medium",916 "notes": "Median family income (AUD, neighbourhood); coefficient printed as 0.000; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"917 },918 {919 "model_id": "T2-c2",920 "var_name_printed": "Median Family Income",921 "taxonomy_id": "income",922 "x_transform": "level",923 "x_unit": "currency",924 "beta": 0.0,925 "se": null,926 "t": null,927 "p": null,928 "p_stars": "",929 "ci_lo": null,930 "ci_hi": null,931 "page": 10,932 "confidence": "medium",933 "notes": "Median family income (AUD, neighbourhood); coefficient printed as 0.000; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"934 },935 {936 "model_id": "T2-c3",937 "var_name_printed": "Median Family Income",938 "taxonomy_id": "income",939 "x_transform": "level",940 "x_unit": "currency",941 "beta": 0.0,942 "se": null,943 "t": null,944 "p": null,945 "p_stars": "",946 "ci_lo": null,947 "ci_hi": null,948 "page": 10,949 "confidence": "medium",950 "notes": "Median family income (AUD, neighbourhood); coefficient printed as 0.000; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"951 },952 {953 "model_id": "T2-c4",954 "var_name_printed": "Median Family Income",955 "taxonomy_id": "income",956 "x_transform": "level",957 "x_unit": "currency",958 "beta": 0.0,959 "se": null,960 "t": null,961 "p": null,962 "p_stars": "",963 "ci_lo": null,964 "ci_hi": null,965 "page": 10,966 "confidence": "medium",967 "notes": "Median family income (AUD, neighbourhood); coefficient printed as 0.000; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"968 },969 {970 "model_id": "T2-c1",971 "var_name_printed": "Within 100 m of Main Road",972 "taxonomy_id": "highway_distance",973 "x_transform": "dummy",974 "x_unit": "binary",975 "beta": 0.006,976 "se": null,977 "t": null,978 "p": null,979 "p_stars": "",980 "ci_lo": null,981 "ci_hi": null,982 "page": 10,983 "confidence": "medium",984 "notes": "Dummy: within 100 m of a main road; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"985 },986 {987 "model_id": "T2-c2",988 "var_name_printed": "Within 100 m of Main Road",989 "taxonomy_id": "highway_distance",990 "x_transform": "dummy",991 "x_unit": "binary",992 "beta": -0.016,993 "se": null,994 "t": null,995 "p": null,996 "p_stars": "",997 "ci_lo": null,998 "ci_hi": null,999 "page": 10,1000 "confidence": "medium",1001 "notes": "Dummy: within 100 m of a main road; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"1002 },1003 {1004 "model_id": "T2-c3",1005 "var_name_printed": "Within 100 m of Main Road",1006 "taxonomy_id": "highway_distance",1007 "x_transform": "dummy",1008 "x_unit": "binary",1009 "beta": -0.023,1010 "se": null,1011 "t": null,1012 "p": null,1013 "p_stars": "",1014 "ci_lo": null,1015 "ci_hi": null,1016 "page": 10,1017 "confidence": "medium",1018 "notes": "Dummy: within 100 m of a main road; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"1019 },1020 {1021 "model_id": "T2-c4",1022 "var_name_printed": "Within 100 m of Main Road",1023 "taxonomy_id": "highway_distance",1024 "x_transform": "dummy",1025 "x_unit": "binary",1026 "beta": -0.022,1027 "se": null,1028 "t": null,1029 "p": null,1030 "p_stars": "",1031 "ci_lo": null,1032 "ci_hi": null,1033 "page": 10,1034 "confidence": "medium",1035 "notes": "Dummy: within 100 m of a main road; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"1036 },1037 {1038 "model_id": "T2-c1",1039 "var_name_printed": "Within 100 m of Railway Line",1040 "taxonomy_id": "other",1041 "x_transform": "dummy",1042 "x_unit": "binary",1043 "beta": -0.065,1044 "se": null,1045 "t": null,1046 "p": null,1047 "p_stars": "",1048 "ci_lo": null,1049 "ci_hi": null,1050 "page": 10,1051 "confidence": "medium",1052 "notes": "Dummy: within 100 m of a railway line (track nuisance, not a station); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"1053 },1054 {1055 "model_id": "T2-c2",1056 "var_name_printed": "Within 100 m of Railway Line",1057 "taxonomy_id": "other",1058 "x_transform": "dummy",1059 "x_unit": "binary",1060 "beta": -0.047,1061 "se": null,1062 "t": null,1063 "p": null,1064 "p_stars": "",1065 "ci_lo": null,1066 "ci_hi": null,1067 "page": 10,1068 "confidence": "medium",1069 "notes": "Dummy: within 100 m of a railway line (track nuisance, not a station); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"1070 },1071 {1072 "model_id": "T2-c3",1073 "var_name_printed": "Within 100 m of Railway Line",1074 "taxonomy_id": "other",1075 "x_transform": "dummy",1076 "x_unit": "binary",1077 "beta": -0.061,1078 "se": null,1079 "t": null,1080 "p": null,1081 "p_stars": "",1082 "ci_lo": null,1083 "ci_hi": null,1084 "page": 10,1085 "confidence": "medium",1086 "notes": "Dummy: within 100 m of a railway line (track nuisance, not a station); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"1087 },1088 {1089 "model_id": "T2-c4",1090 "var_name_printed": "Within 100 m of Railway Line",1091 "taxonomy_id": "other",1092 "x_transform": "dummy",1093 "x_unit": "binary",1094 "beta": -0.064,1095 "se": null,1096 "t": null,1097 "p": null,1098 "p_stars": "",1099 "ci_lo": null,1100 "ci_hi": null,1101 "page": 10,1102 "confidence": "medium",1103 "notes": "Dummy: within 100 m of a railway line (track nuisance, not a station); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"1104 },1105 {1106 "model_id": "T2-c2",1107 "var_name_printed": "Airbnb Density",1108 "taxonomy_id": "other",1109 "x_transform": "log",1110 "x_unit": "listings per km2 (postcode, monthly)",1111 "beta": 0.0844,1112 "se": 0.002,1113 "t": null,1114 "p": null,1115 "p_stars": "***",1116 "ci_lo": null,1117 "ci_hi": null,1118 "page": 10,1119 "confidence": "high",1120 "notes": "log of active Airbnb listings per km2 of the property's postcode in the sale month (variable of interest); authors interpret as elasticity (x100); *** p<0.01; robust SE"1121 },1122 {1123 "model_id": "T2-c3",1124 "var_name_printed": "Airbnb Density",1125 "taxonomy_id": "other",1126 "x_transform": "log",1127 "x_unit": "listings per km2 (postcode, monthly)",1128 "beta": 0.0301,1129 "se": 0.0019,1130 "t": null,1131 "p": null,1132 "p_stars": "***",1133 "ci_lo": null,1134 "ci_hi": null,1135 "page": 10,1136 "confidence": "high",1137 "notes": "log of active Airbnb listings per km2 of the property's postcode in the sale month (variable of interest); authors interpret as elasticity (x100); *** p<0.01; robust SE"1138 },1139 {1140 "model_id": "T2-c4",1141 "var_name_printed": "Airbnb Density",1142 "taxonomy_id": "other",1143 "x_transform": "log",1144 "x_unit": "listings per km2 (postcode, monthly)",1145 "beta": 0.0201,1146 "se": 0.0024,1147 "t": null,1148 "p": null,1149 "p_stars": "***",1150 "ci_lo": null,1151 "ci_hi": null,1152 "page": 10,1153 "confidence": "high",1154 "notes": "log of active Airbnb listings per km2 of the property's postcode in the sale month (variable of interest); authors interpret as elasticity (x100); *** p<0.01; robust SE"1155 }1156 ]1157}