1{2 "record_id": "bc3577b4d2c3cc062519a4199d4f0a8834e89c89",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "Points of Interest and Housing Prices",7 "year": 2023,8 "doi": "10.2478/remav-2023-0007",9 "country": "Poland",10 "region_city": "Olsztyn",11 "sample_start": 2021,12 "sample_end": 2021,13 "property_type": "condo_apartment",14 "price_type": "transaction",15 "data_source": "Olsztyn City Council real estate price register, 2182 dwelling transactions in 2021; OpenStreetMap POIs (2536)",16 "document_type": "journal",17 "estimators": [18 "spatial_error",19 "OLS"20 ],21 "spatial_method": "spatial error model (SAR error), k=5 nearest neighbours weight matrix",22 "time_fe": false,23 "location_fe": false,24 "se_type": "unknown",25 "n_obs_total": 2182,26 "ai_methods": [],27 "notes": "Real Estate Management and Valuation 31(1) 69-77. Dependent variable is the unit price (PLN per m2) in levels, so coefficients are PLN/m2 per unit of x. Tables 4 and 5 (PDF page 7) print estimate, std. error and p-value side by side (no parentheses). POI densities are kernel densities (quartic kernel, 200 m bandwidth) in POI per km2. OLS column of Table 5 uses decimal commas in the source. Intercept, lambda and VIF not extracted. 'year' is construction decade since 1940 (mapped to age with x_transform 'other')."28 },29 "models": [30 {31 "model_id": "T4-SAR",32 "table": "4",33 "column": "Error SAR",34 "page": 7,35 "dep_var": "transaction price per m2 of dwelling, PLN/m2",36 "dep_transform": "per_m2",37 "estimator": "spatial_error",38 "n_obs": 2182,39 "r2": null,40 "se_or_t_in_parentheses": "none",41 "sample_subset": "Spatial error model (k=5 nearest-neighbour weights), total POI density; lambda 0.453, AIC 36254; SE and p-value printed in columns"42 },43 {44 "model_id": "T4-OLS",45 "table": "4",46 "column": "OLS",47 "page": 7,48 "dep_var": "transaction price per m2 of dwelling, PLN/m2",49 "dep_transform": "per_m2",50 "estimator": "OLS",51 "n_obs": 2182,52 "r2": null,53 "se_or_t_in_parentheses": "none",54 "sample_subset": "Multiple linear regression, total POI density; AIC 36457; SE and p-value printed in columns"55 },56 {57 "model_id": "T5-SAR",58 "table": "5",59 "column": "Error SAR",60 "page": 7,61 "dep_var": "transaction price per m2 of dwelling, PLN/m2",62 "dep_transform": "per_m2",63 "estimator": "spatial_error",64 "n_obs": 2182,65 "r2": null,66 "se_or_t_in_parentheses": "none",67 "sample_subset": "Spatial error model with 14 POI category densities; lambda 0.416, AIC 36233"68 },69 {70 "model_id": "T5-OLS",71 "table": "5",72 "column": "OLS",73 "page": 7,74 "dep_var": "transaction price per m2 of dwelling, PLN/m2",75 "dep_transform": "per_m2",76 "estimator": "OLS",77 "n_obs": 2182,78 "r2": null,79 "se_or_t_in_parentheses": "none",80 "sample_subset": "OLS with 14 POI category densities; AIC 36388 (decimal commas in source converted to points)"81 }82 ],83 "coefficients": [84 {85 "model_id": "T4-SAR",86 "var_name_printed": "date",87 "taxonomy_id": "transaction_timing",88 "x_transform": "level",89 "x_unit": "month number (1-12) in 2021",90 "beta": 82.713,91 "se": 7.158,92 "t": null,93 "p": null,94 "p_stars": "",95 "ci_lo": null,96 "ci_hi": null,97 "page": 7,98 "confidence": "high",99 "notes": "Month of transaction in 2021 as a linear trend; p-value printed as '< 0.001'"100 },101 {102 "model_id": "T4-OLS",103 "var_name_printed": "date",104 "taxonomy_id": "transaction_timing",105 "x_transform": "level",106 "x_unit": "month number (1-12) in 2021",107 "beta": 102.824,108 "se": 7.028,109 "t": null,110 "p": null,111 "p_stars": "",112 "ci_lo": null,113 "ci_hi": null,114 "page": 7,115 "confidence": "high",116 "notes": "Month of transaction in 2021 as a linear trend; p-value printed as '< 0.001'"117 },118 {119 "model_id": "T4-SAR",120 "var_name_printed": "area",121 "taxonomy_id": "living_area",122 "x_transform": "level",123 "x_unit": "m2",124 "beta": -21.749,125 "se": 1.162,126 "t": null,127 "p": null,128 "p_stars": "",129 "ci_lo": null,130 "ci_hi": null,131 "page": 7,132 "confidence": "high",133 "notes": "Usable floor area of the dwelling in m2; dependent variable is price per m2; p-value printed as '< 0.001'"134 },135 {136 "model_id": "T4-OLS",137 "var_name_printed": "area",138 "taxonomy_id": "living_area",139 "x_transform": "level",140 "x_unit": "m2",141 "beta": -21.072,142 "se": 1.101,143 "t": null,144 "p": null,145 "p_stars": "",146 "ci_lo": null,147 "ci_hi": null,148 "page": 7,149 "confidence": "high",150 "notes": "Usable floor area of the dwelling in m2; dependent variable is price per m2; p-value printed as '< 0.001'"151 },152 {153 "model_id": "T4-SAR",154 "var_name_printed": "market",155 "taxonomy_id": "other",156 "x_transform": "binary",157 "x_unit": "binary",158 "beta": 715.935,159 "se": 73.616,160 "t": null,161 "p": null,162 "p_stars": "",163 "ci_lo": null,164 "ci_hi": null,165 "page": 7,166 "confidence": "high",167 "notes": "Market type: primary (new) = 0, secondary = 1; p-value printed as '< 0.001'"168 },169 {170 "model_id": "T4-OLS",171 "var_name_printed": "market",172 "taxonomy_id": "other",173 "x_transform": "binary",174 "x_unit": "binary",175 "beta": 450.83,176 "se": 55.709,177 "t": null,178 "p": null,179 "p_stars": "",180 "ci_lo": null,181 "ci_hi": null,182 "page": 7,183 "confidence": "high",184 "notes": "Market type: primary (new) = 0, secondary = 1; p-value printed as '< 0.001'"185 },186 {187 "model_id": "T4-SAR",188 "var_name_printed": "floor",189 "taxonomy_id": "floor_level",190 "x_transform": "other",191 "x_unit": "index",192 "beta": 46.24,193 "se": 23.775,194 "t": null,195 "p": 0.052,196 "p_stars": "",197 "ci_lo": null,198 "ci_hi": null,199 "page": 7,200 "confidence": "high",201 "notes": "Floor location favourability: unfavourable = 1, average = 2, favourable = 3 (ordinal, entered linearly)"202 },203 {204 "model_id": "T4-OLS",205 "var_name_printed": "floor",206 "taxonomy_id": "floor_level",207 "x_transform": "other",208 "x_unit": "index",209 "beta": 70.138,210 "se": 25.655,211 "t": null,212 "p": 0.006,213 "p_stars": "",214 "ci_lo": null,215 "ci_hi": null,216 "page": 7,217 "confidence": "high",218 "notes": "Floor location favourability: unfavourable = 1, average = 2, favourable = 3 (ordinal, entered linearly)"219 },220 {221 "model_id": "T4-SAR",222 "var_name_printed": "high",223 "taxonomy_id": "storeys",224 "x_transform": "dummy",225 "x_unit": "binary",226 "beta": 116.94,227 "se": 67.993,228 "t": null,229 "p": 0.085,230 "p_stars": "",231 "ci_lo": null,232 "ci_hi": null,233 "page": 7,234 "confidence": "high",235 "notes": "Building over five storeys = 1, up to five = 0 (building height dummy)"236 },237 {238 "model_id": "T4-OLS",239 "var_name_printed": "high",240 "taxonomy_id": "storeys",241 "x_transform": "dummy",242 "x_unit": "binary",243 "beta": 272.109,244 "se": 49.65,245 "t": null,246 "p": null,247 "p_stars": "",248 "ci_lo": null,249 "ci_hi": null,250 "page": 7,251 "confidence": "high",252 "notes": "Building over five storeys = 1, up to five = 0 (building height dummy); p-value printed as '< 0.001'"253 },254 {255 "model_id": "T4-SAR",256 "var_name_printed": "year",257 "taxonomy_id": "age",258 "x_transform": "other",259 "x_unit": "decades since 1940",260 "beta": 214.661,261 "se": 15.342,262 "t": null,263 "p": null,264 "p_stars": "",265 "ci_lo": null,266 "ci_hi": null,267 "page": 7,268 "confidence": "high",269 "notes": "Year of construction expressed in decades since 1940 (construction period, not age; higher = newer); p-value printed as '< 0.001'"270 },271 {272 "model_id": "T4-OLS",273 "var_name_printed": "year",274 "taxonomy_id": "age",275 "x_transform": "other",276 "x_unit": "decades since 1940",277 "beta": 207.272,278 "se": 10.999,279 "t": null,280 "p": null,281 "p_stars": "",282 "ci_lo": null,283 "ci_hi": null,284 "page": 7,285 "confidence": "high",286 "notes": "Year of construction expressed in decades since 1940 (construction period, not age; higher = newer); p-value printed as '< 0.001'"287 },288 {289 "model_id": "T4-SAR",290 "var_name_printed": "POI",291 "taxonomy_id": "neighbourhood_amenities",292 "x_transform": "level",293 "x_unit": "count per km2",294 "beta": 0.823,295 "se": 0.178,296 "t": null,297 "p": null,298 "p_stars": "",299 "ci_lo": null,300 "ci_hi": null,301 "page": 7,302 "confidence": "high",303 "notes": "Total density of all points of interest (POI per km2, kernel density, 200 m bandwidth) at the transaction location; p-value printed as '< 0.001'"304 },305 {306 "model_id": "T4-OLS",307 "var_name_printed": "POI",308 "taxonomy_id": "neighbourhood_amenities",309 "x_transform": "level",310 "x_unit": "count per km2",311 "beta": 0.492,312 "se": 0.109,313 "t": null,314 "p": null,315 "p_stars": "",316 "ci_lo": null,317 "ci_hi": null,318 "page": 7,319 "confidence": "high",320 "notes": "Total density of all points of interest (POI per km2, kernel density, 200 m bandwidth) at the transaction location; p-value printed as '< 0.001'"321 },322 {323 "model_id": "T5-SAR",324 "var_name_printed": "date",325 "taxonomy_id": "transaction_timing",326 "x_transform": "level",327 "x_unit": "month number (1-12) in 2021",328 "beta": 85.124,329 "se": 7.13,330 "t": null,331 "p": null,332 "p_stars": "",333 "ci_lo": null,334 "ci_hi": null,335 "page": 7,336 "confidence": "high",337 "notes": "Month of transaction in 2021 as a linear trend; p-value printed as '< 0.001'"338 },339 {340 "model_id": "T5-OLS",341 "var_name_printed": "date",342 "taxonomy_id": "transaction_timing",343 "x_transform": "level",344 "x_unit": "month number (1-12) in 2021",345 "beta": 104.491,346 "se": 7.004,347 "t": null,348 "p": null,349 "p_stars": "",350 "ci_lo": null,351 "ci_hi": null,352 "page": 7,353 "confidence": "high",354 "notes": "Month of transaction in 2021 as a linear trend; p-value printed as '< 0.001'"355 },356 {357 "model_id": "T5-SAR",358 "var_name_printed": "area",359 "taxonomy_id": "living_area",360 "x_transform": "level",361 "x_unit": "m2",362 "beta": -21.999,363 "se": 1.163,364 "t": null,365 "p": null,366 "p_stars": "",367 "ci_lo": null,368 "ci_hi": null,369 "page": 7,370 "confidence": "high",371 "notes": "Usable floor area of the dwelling in m2; dependent variable is price per m2; p-value printed as '< 0.001'"372 },373 {374 "model_id": "T5-OLS",375 "var_name_printed": "area",376 "taxonomy_id": "living_area",377 "x_transform": "level",378 "x_unit": "m2",379 "beta": -21.548,380 "se": 1.126,381 "t": null,382 "p": null,383 "p_stars": "",384 "ci_lo": null,385 "ci_hi": null,386 "page": 7,387 "confidence": "high",388 "notes": "Usable floor area of the dwelling in m2; dependent variable is price per m2; p-value printed as '< 0.001'"389 },390 {391 "model_id": "T5-SAR",392 "var_name_printed": "market",393 "taxonomy_id": "other",394 "x_transform": "binary",395 "x_unit": "binary",396 "beta": 794.159,397 "se": 74.517,398 "t": null,399 "p": null,400 "p_stars": "",401 "ci_lo": null,402 "ci_hi": null,403 "page": 7,404 "confidence": "high",405 "notes": "Market type: primary (new) = 0, secondary = 1; p-value printed as '< 0.001'"406 },407 {408 "model_id": "T5-OLS",409 "var_name_printed": "market",410 "taxonomy_id": "other",411 "x_transform": "binary",412 "x_unit": "binary",413 "beta": 597.354,414 "se": 58.487,415 "t": null,416 "p": null,417 "p_stars": "",418 "ci_lo": null,419 "ci_hi": null,420 "page": 7,421 "confidence": "high",422 "notes": "Market type: primary (new) = 0, secondary = 1; p-value printed as '< 0.001'"423 },424 {425 "model_id": "T5-SAR",426 "var_name_printed": "floor",427 "taxonomy_id": "floor_level",428 "x_transform": "other",429 "x_unit": "index",430 "beta": 47.938,431 "se": 23.671,432 "t": null,433 "p": 0.043,434 "p_stars": "",435 "ci_lo": null,436 "ci_hi": null,437 "page": 7,438 "confidence": "high",439 "notes": "Floor location favourability: unfavourable = 1, average = 2, favourable = 3 (ordinal, entered linearly)"440 },441 {442 "model_id": "T5-OLS",443 "var_name_printed": "floor",444 "taxonomy_id": "floor_level",445 "x_transform": "other",446 "x_unit": "index",447 "beta": 72.536,448 "se": 25.238,449 "t": null,450 "p": 0.004,451 "p_stars": "",452 "ci_lo": null,453 "ci_hi": null,454 "page": 7,455 "confidence": "high",456 "notes": "Floor location favourability: unfavourable = 1, average = 2, favourable = 3 (ordinal, entered linearly)"457 },458 {459 "model_id": "T5-SAR",460 "var_name_printed": "high",461 "taxonomy_id": "storeys",462 "x_transform": "dummy",463 "x_unit": "binary",464 "beta": 103.195,465 "se": 67.361,466 "t": null,467 "p": 0.125,468 "p_stars": "",469 "ci_lo": null,470 "ci_hi": null,471 "page": 7,472 "confidence": "high",473 "notes": "Building over five storeys = 1, up to five = 0 (building height dummy)"474 },475 {476 "model_id": "T5-OLS",477 "var_name_printed": "high",478 "taxonomy_id": "storeys",479 "x_transform": "dummy",480 "x_unit": "binary",481 "beta": 252.588,482 "se": 51.323,483 "t": null,484 "p": null,485 "p_stars": "",486 "ci_lo": null,487 "ci_hi": null,488 "page": 7,489 "confidence": "high",490 "notes": "Building over five storeys = 1, up to five = 0 (building height dummy); p-value printed as '< 0.001'"491 },492 {493 "model_id": "T5-SAR",494 "var_name_printed": "year",495 "taxonomy_id": "age",496 "x_transform": "other",497 "x_unit": "decades since 1940",498 "beta": 227.864,499 "se": 15.581,500 "t": null,501 "p": null,502 "p_stars": "",503 "ci_lo": null,504 "ci_hi": null,505 "page": 7,506 "confidence": "high",507 "notes": "Year of construction expressed in decades since 1940 (construction period, not age; higher = newer); p-value printed as '< 0.001'"508 },509 {510 "model_id": "T5-OLS",511 "var_name_printed": "year",512 "taxonomy_id": "age",513 "x_transform": "other",514 "x_unit": "decades since 1940",515 "beta": 229.437,516 "se": 11.984,517 "t": null,518 "p": null,519 "p_stars": "",520 "ci_lo": null,521 "ci_hi": null,522 "page": 7,523 "confidence": "high",524 "notes": "Year of construction expressed in decades since 1940 (construction period, not age; higher = newer); p-value printed as '< 0.001'"525 },526 {527 "model_id": "T5-SAR",528 "var_name_printed": "motorisation",529 "taxonomy_id": "other",530 "x_transform": "level",531 "x_unit": "count per km2",532 "beta": 18.132,533 "se": 6.297,534 "t": null,535 "p": 0.003,536 "p_stars": "",537 "ci_lo": null,538 "ci_hi": null,539 "page": 7,540 "confidence": "high",541 "notes": "POI density per km2: car dealership, car rental, car wash, parking"542 },543 {544 "model_id": "T5-OLS",545 "var_name_printed": "motorisation",546 "taxonomy_id": "other",547 "x_transform": "level",548 "x_unit": "count per km2",549 "beta": 14.906,550 "se": 4.288,551 "t": null,552 "p": null,553 "p_stars": "",554 "ci_lo": null,555 "ci_hi": null,556 "page": 7,557 "confidence": "high",558 "notes": "POI density per km2: car dealership, car rental, car wash, parking; p-value printed as '< 0.001'"559 },560 {561 "model_id": "T5-SAR",562 "var_name_printed": "culture",563 "taxonomy_id": "neighbourhood_amenities",564 "x_transform": "level",565 "x_unit": "count per km2",566 "beta": 6.568,567 "se": 4.176,568 "t": null,569 "p": 0.116,570 "p_stars": "",571 "ci_lo": null,572 "ci_hi": null,573 "page": 7,574 "confidence": "high",575 "notes": "POI density per km2: culture and entertainment (cinema, library, museum, theatre, monuments...)"576 },577 {578 "model_id": "T5-OLS",579 "var_name_printed": "culture",580 "taxonomy_id": "neighbourhood_amenities",581 "x_transform": "level",582 "x_unit": "count per km2",583 "beta": 2.854,584 "se": 3.334,585 "t": null,586 "p": 0.392,587 "p_stars": "",588 "ci_lo": null,589 "ci_hi": null,590 "page": 7,591 "confidence": "high",592 "notes": "POI density per km2: culture and entertainment (cinema, library, museum, theatre, monuments...)"593 },594 {595 "model_id": "T5-SAR",596 "var_name_printed": "education",597 "taxonomy_id": "other",598 "x_transform": "level",599 "x_unit": "count per km2",600 "beta": 1.299,601 "se": 3.202,602 "t": null,603 "p": 0.685,604 "p_stars": "",605 "ci_lo": null,606 "ci_hi": null,607 "page": 7,608 "confidence": "high",609 "notes": "POI density per km2: education (college, kindergarten, school, university); density, not distance"610 },611 {612 "model_id": "T5-OLS",613 "var_name_printed": "education",614 "taxonomy_id": "other",615 "x_transform": "level",616 "x_unit": "count per km2",617 "beta": -2.394,618 "se": 2.423,619 "t": null,620 "p": 0.323,621 "p_stars": "",622 "ci_lo": null,623 "ci_hi": null,624 "page": 7,625 "confidence": "high",626 "notes": "POI density per km2: education (college, kindergarten, school, university); density, not distance"627 },628 {629 "model_id": "T5-SAR",630 "var_name_printed": "finances",631 "taxonomy_id": "other",632 "x_transform": "level",633 "x_unit": "count per km2",634 "beta": 1.337,635 "se": 3.395,636 "t": null,637 "p": 0.694,638 "p_stars": "",639 "ci_lo": null,640 "ci_hi": null,641 "page": 7,642 "confidence": "high",643 "notes": "POI density per km2: ATM, bank"644 },645 {646 "model_id": "T5-OLS",647 "var_name_printed": "finances",648 "taxonomy_id": "other",649 "x_transform": "level",650 "x_unit": "count per km2",651 "beta": 1.991,652 "se": 2.509,653 "t": null,654 "p": 0.428,655 "p_stars": "",656 "ci_lo": null,657 "ci_hi": null,658 "page": 7,659 "confidence": "high",660 "notes": "POI density per km2: ATM, bank"661 },662 {663 "model_id": "T5-SAR",664 "var_name_printed": "gastronomy",665 "taxonomy_id": "neighbourhood_amenities",666 "x_transform": "level",667 "x_unit": "count per km2",668 "beta": 0.585,669 "se": 1.426,670 "t": null,671 "p": 0.681,672 "p_stars": "",673 "ci_lo": null,674 "ci_hi": null,675 "page": 7,676 "confidence": "high",677 "notes": "POI density per km2: bar, cafe, fast food, pub, restaurant"678 },679 {680 "model_id": "T5-OLS",681 "var_name_printed": "gastronomy",682 "taxonomy_id": "neighbourhood_amenities",683 "x_transform": "level",684 "x_unit": "count per km2",685 "beta": 2.14,686 "se": 1.216,687 "t": null,688 "p": 0.079,689 "p_stars": "",690 "ci_lo": null,691 "ci_hi": null,692 "page": 7,693 "confidence": "high",694 "notes": "POI density per km2: bar, cafe, fast food, pub, restaurant"695 },696 {697 "model_id": "T5-SAR",698 "var_name_printed": "health",699 "taxonomy_id": "other",700 "x_transform": "level",701 "x_unit": "count per km2",702 "beta": 0.703,703 "se": 3.022,704 "t": null,705 "p": 0.816,706 "p_stars": "",707 "ci_lo": null,708 "ci_hi": null,709 "page": 7,710 "confidence": "high",711 "notes": "POI density per km2: health (beauty shop, dentist, doctors, hospital, pharmacy...); density, not distance"712 },713 {714 "model_id": "T5-OLS",715 "var_name_printed": "health",716 "taxonomy_id": "other",717 "x_transform": "level",718 "x_unit": "count per km2",719 "beta": 0.388,720 "se": 2.211,721 "t": null,722 "p": 0.861,723 "p_stars": "",724 "ci_lo": null,725 "ci_hi": null,726 "page": 7,727 "confidence": "high",728 "notes": "POI density per km2: health (beauty shop, dentist, doctors, hospital, pharmacy...); density, not distance"729 },730 {731 "model_id": "T5-SAR",732 "var_name_printed": "offices",733 "taxonomy_id": "other",734 "x_transform": "level",735 "x_unit": "count per km2",736 "beta": 61.787,737 "se": 18.474,738 "t": null,739 "p": 0.001,740 "p_stars": "",741 "ci_lo": null,742 "ci_hi": null,743 "page": 7,744 "confidence": "high",745 "notes": "POI density per km2: courthouse, public building, town hall"746 },747 {748 "model_id": "T5-OLS",749 "var_name_printed": "offices",750 "taxonomy_id": "other",751 "x_transform": "level",752 "x_unit": "count per km2",753 "beta": 69.045,754 "se": 15.823,755 "t": null,756 "p": null,757 "p_stars": "",758 "ci_lo": null,759 "ci_hi": null,760 "page": 7,761 "confidence": "high",762 "notes": "POI density per km2: courthouse, public building, town hall; p-value printed as '< 0.001'"763 },764 {765 "model_id": "T5-SAR",766 "var_name_printed": "recreation",767 "taxonomy_id": "neighbourhood_amenities",768 "x_transform": "level",769 "x_unit": "count per km2",770 "beta": 1.125,771 "se": 0.197,772 "t": null,773 "p": null,774 "p_stars": "",775 "ci_lo": null,776 "ci_hi": null,777 "page": 7,778 "confidence": "high",779 "notes": "POI density per km2: sport and recreation (park, playground, pitch, swimming pool, viewpoint...); p-value printed as '< 0.001'"780 },781 {782 "model_id": "T5-OLS",783 "var_name_printed": "recreation",784 "taxonomy_id": "neighbourhood_amenities",785 "x_transform": "level",786 "x_unit": "count per km2",787 "beta": 0.642,788 "se": 0.124,789 "t": null,790 "p": null,791 "p_stars": "",792 "ci_lo": null,793 "ci_hi": null,794 "page": 7,795 "confidence": "high",796 "notes": "POI density per km2: sport and recreation (park, playground, pitch, swimming pool, viewpoint...); p-value printed as '< 0.001'"797 },798 {799 "model_id": "T5-SAR",800 "var_name_printed": "religion",801 "taxonomy_id": "other",802 "x_transform": "level",803 "x_unit": "count per km2",804 "beta": -0.287,805 "se": 14.493,806 "t": null,807 "p": 0.984,808 "p_stars": "",809 "ci_lo": null,810 "ci_hi": null,811 "page": 7,812 "confidence": "high",813 "notes": "POI density per km2: graveyard, wayside cross, wayside shrine"814 },815 {816 "model_id": "T5-OLS",817 "var_name_printed": "religion",818 "taxonomy_id": "other",819 "x_transform": "level",820 "x_unit": "count per km2",821 "beta": -18.441,822 "se": 10.246,823 "t": null,824 "p": 0.072,825 "p_stars": "",826 "ci_lo": null,827 "ci_hi": null,828 "page": 7,829 "confidence": "high",830 "notes": "POI density per km2: graveyard, wayside cross, wayside shrine"831 },832 {833 "model_id": "T5-SAR",834 "var_name_printed": "security",835 "taxonomy_id": "public_services",836 "x_transform": "level",837 "x_unit": "count per km2",838 "beta": -0.644,839 "se": 1.552,840 "t": null,841 "p": 0.678,842 "p_stars": "",843 "ci_lo": null,844 "ci_hi": null,845 "page": 7,846 "confidence": "high",847 "notes": "POI density per km2: camera surveillance, fire station, police, prison"848 },849 {850 "model_id": "T5-OLS",851 "var_name_printed": "security",852 "taxonomy_id": "public_services",853 "x_transform": "level",854 "x_unit": "count per km2",855 "beta": 0.012,856 "se": 1.242,857 "t": null,858 "p": 0.993,859 "p_stars": "",860 "ci_lo": null,861 "ci_hi": null,862 "page": 7,863 "confidence": "high",864 "notes": "POI density per km2: camera surveillance, fire station, police, prison"865 },866 {867 "model_id": "T5-SAR",868 "var_name_printed": "services",869 "taxonomy_id": "commercial_distance",870 "x_transform": "level",871 "x_unit": "count per km2",872 "beta": -4.025,873 "se": 1.552,874 "t": null,875 "p": 0.009,876 "p_stars": "",877 "ci_lo": null,878 "ci_hi": null,879 "page": 7,880 "confidence": "high",881 "notes": "POI density per km2: retail and services (shops, supermarket, mall, hairdresser...); density, not distance"882 },883 {884 "model_id": "T5-OLS",885 "var_name_printed": "services",886 "taxonomy_id": "commercial_distance",887 "x_transform": "level",888 "x_unit": "count per km2",889 "beta": -4.798,890 "se": 1.169,891 "t": null,892 "p": null,893 "p_stars": "",894 "ci_lo": null,895 "ci_hi": null,896 "page": 7,897 "confidence": "high",898 "notes": "POI density per km2: retail and services (shops, supermarket, mall, hairdresser...); density, not distance; p-value printed as '< 0.001'"899 },900 {901 "model_id": "T5-SAR",902 "var_name_printed": "telecom",903 "taxonomy_id": "other",904 "x_transform": "level",905 "x_unit": "count per km2",906 "beta": 10.426,907 "se": 3.479,908 "t": null,909 "p": 0.003,910 "p_stars": "",911 "ci_lo": null,912 "ci_hi": null,913 "page": 7,914 "confidence": "high",915 "notes": "POI density per km2: post box, post office"916 },917 {918 "model_id": "T5-OLS",919 "var_name_printed": "telecom",920 "taxonomy_id": "other",921 "x_transform": "level",922 "x_unit": "count per km2",923 "beta": 15.023,924 "se": 2.523,925 "t": null,926 "p": null,927 "p_stars": "",928 "ci_lo": null,929 "ci_hi": null,930 "page": 7,931 "confidence": "high",932 "notes": "POI density per km2: post box, post office; p-value printed as '< 0.001'"933 },934 {935 "model_id": "T5-SAR",936 "var_name_printed": "tourism",937 "taxonomy_id": "other",938 "x_transform": "level",939 "x_unit": "count per km2",940 "beta": 18.128,941 "se": 11.529,942 "t": null,943 "p": 0.118,944 "p_stars": "",945 "ci_lo": null,946 "ci_hi": null,947 "page": 7,948 "confidence": "high",949 "notes": "POI density per km2: campsite, castle, hostel, hotel, tourist info"950 },951 {952 "model_id": "T5-OLS",953 "var_name_printed": "tourism",954 "taxonomy_id": "other",955 "x_transform": "level",956 "x_unit": "count per km2",957 "beta": 10.477,958 "se": 8.697,959 "t": null,960 "p": 0.228,961 "p_stars": "",962 "ci_lo": null,963 "ci_hi": null,964 "page": 7,965 "confidence": "high",966 "notes": "POI density per km2: campsite, castle, hostel, hotel, tourist info"967 },968 {969 "model_id": "T5-SAR",970 "var_name_printed": "other",971 "taxonomy_id": "hazard_site",972 "x_transform": "level",973 "x_unit": "count per km2",974 "beta": -4.726,975 "se": 2.44,976 "t": null,977 "p": 0.053,978 "p_stars": "",979 "ci_lo": null,980 "ci_hi": null,981 "page": 7,982 "confidence": "high",983 "notes": "POI density per km2: other (recycling, toilet, tower, wastebasket, wastewater plant)"984 },985 {986 "model_id": "T5-OLS",987 "var_name_printed": "other",988 "taxonomy_id": "hazard_site",989 "x_transform": "level",990 "x_unit": "count per km2",991 "beta": -5.022,992 "se": 1.782,993 "t": null,994 "p": 0.005,995 "p_stars": "",996 "ci_lo": null,997 "ci_hi": null,998 "page": 7,999 "confidence": "high",1000 "notes": "POI density per km2: other (recycling, toilet, tower, wastebasket, wastewater plant)"1001 }1002 ]1003}