1{2 "record_id": "35e9cf817db8c35d9d40580566f6516793f3cc92",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "Sea Level Rise, Homeownership, and Residential Real Estate Markets in South Florida",7 "year": 2020,8 "doi": "10.1080/00330124.2020.1818586",9 "country": "United States",10 "region_city": "Florida: Pinellas County and Miami-Dade County (5,000-ft coastal bands)",11 "sample_start": 2004,12 "sample_end": 2019,13 "property_type": "single_family",14 "price_type": "transaction",15 "data_source": "County property appraiser offices sales records (Jan 2004 - Mar 2019), detached single-family homes within 5,000 ft of the coast; NOAA SLR Viewer, FEMA GIS",16 "document_type": "journal",17 "estimators": [18 "spatial_lag"19 ],20 "spatial_method": "spatial autoregressive (SAR) lag model, distance-band (5,000 ft) weight matrix, estimated in GeoDa",21 "time_fe": true,22 "location_fe": true,23 "se_type": "unknown",24 "n_obs_total": 135718,25 "ai_methods": [],26 "notes": "Published in The Professional Geographer 73(1), 2021. Standard errors printed in a separate column; star legend *** p<0.001, ** p<0.01, * p<0.05, '.' p<0.1 (stars and minus signs were recovered from PDF glyphs because the text dump dropped them). The functional form of the dependent variable is never stated; the authors read coefficients as percentage discounts (e.g. -0.12 = 12% discount) and the intercept (2.50/2.70) matches log10 of price in thousands of USD, so dep_transform is recorded as log with medium confidence; if log10, semi-elasticities must be multiplied by ln(10). Regressor units for area and distance are probably thousands of sq ft / ft (Table 3) although the table headers say sq. ft / ft. Year/month-of-sale and city/town dummies included but not reported. Two counties estimated separately (n = 77,454 and 58,264)."27 },28 "models": [29 {30 "model_id": "T4-c1",31 "table": "4",32 "column": "1",33 "page": 6,34 "dep_var": "Housing price (unadjusted sale price, USD); transformation not stated - authors interpret coefficients as percentage discounts and intercept of 2.50 is consistent with log10(price in 1,000 USD)",35 "dep_transform": "log",36 "estimator": "spatial_lag",37 "n_obs": 77454,38 "r2": 0.79,39 "se_or_t_in_parentheses": "se",40 "sample_subset": "Pinellas County, detached single-family homes within 5,000-ft coastal band, Jan 2004 - Mar 2019; overall model without owner-type interactions; spatial lag rho = 0.45; log-likelihood 14,156.1; year/month and city dummies included"41 },42 {43 "model_id": "T4-c2",44 "table": "4",45 "column": "2",46 "page": 6,47 "dep_var": "Housing price (unadjusted sale price, USD); transformation not stated - authors interpret coefficients as percentage discounts and intercept of 2.50 is consistent with log10(price in 1,000 USD)",48 "dep_transform": "log",49 "estimator": "spatial_lag",50 "n_obs": 58264,51 "r2": 0.81,52 "se_or_t_in_parentheses": "se",53 "sample_subset": "Miami-Dade County, detached single-family homes within 5,000-ft coastal band, Jan 2004 - Mar 2019; overall model without owner-type interactions; spatial lag rho = 0.47; log-likelihood 25,291.4; year/month and city dummies included"54 },55 {56 "model_id": "T5-c1",57 "table": "5",58 "column": "1",59 "page": 7,60 "dep_var": "Housing price (unadjusted sale price, USD); transformation not stated - authors interpret coefficients as percentage discounts and intercept of 2.50 is consistent with log10(price in 1,000 USD)",61 "dep_transform": "log",62 "estimator": "spatial_lag",63 "n_obs": 77454,64 "r2": 0.79,65 "se_or_t_in_parentheses": "se",66 "sample_subset": "Pinellas County, detached single-family homes within 5,000-ft coastal band, Jan 2004 - Mar 2019; SLR exposure dummies interacted with primary (PHO) / nonprimary (NPHO) homeowner status; spatial lag rho = 0.45; log-likelihood 14,083.7; year/month and city dummies included"67 },68 {69 "model_id": "T5-c2",70 "table": "5",71 "column": "2",72 "page": 7,73 "dep_var": "Housing price (unadjusted sale price, USD); transformation not stated - authors interpret coefficients as percentage discounts and intercept of 2.50 is consistent with log10(price in 1,000 USD)",74 "dep_transform": "log",75 "estimator": "spatial_lag",76 "n_obs": 58264,77 "r2": 0.81,78 "se_or_t_in_parentheses": "se",79 "sample_subset": "Miami-Dade County, detached single-family homes within 5,000-ft coastal band, Jan 2004 - Mar 2019; SLR exposure dummies interacted with primary (PHO) / nonprimary (NPHO) homeowner status; spatial lag rho = 0.47; log-likelihood 25,265.1; year/month and city dummies included"80 }81 ],82 "coefficients": [83 {84 "model_id": "T4-c1",85 "var_name_printed": "Number of bedrooms",86 "taxonomy_id": "bedrooms",87 "x_transform": "level",88 "x_unit": "count",89 "beta": 0.03,90 "se": 0.00072,91 "t": null,92 "p": null,93 "p_stars": "***",94 "ci_lo": null,95 "ci_hi": null,96 "page": 6,97 "confidence": "medium",98 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed."99 },100 {101 "model_id": "T4-c1",102 "var_name_printed": "Lot size, sq. ft",103 "taxonomy_id": "lot_size",104 "x_transform": "level",105 "x_unit": "1000 sqft",106 "beta": 0.07,107 "se": 0.003,108 "t": null,109 "p": null,110 "p_stars": "***",111 "ci_lo": null,112 "ci_hi": null,113 "page": 6,114 "confidence": "medium",115 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says sq. ft but Table 3 reports lot size in thousands of sq ft and the magnitude (0.07 per unit) is only plausible per 1,000 sq ft; unit scaling uncertain."116 },117 {118 "model_id": "T4-c1",119 "var_name_printed": "Living area, sq. ft",120 "taxonomy_id": "living_area",121 "x_transform": "level",122 "x_unit": "1000 sqft",123 "beta": 0.18,124 "se": 0.004,125 "t": null,126 "p": null,127 "p_stars": "***",128 "ci_lo": null,129 "ci_hi": null,130 "page": 6,131 "confidence": "medium",132 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says sq. ft but Table 3 reports living area in thousands of sq ft and the magnitude (0.18-0.23 per unit) is only plausible per 1,000 sq ft; unit scaling uncertain."133 },134 {135 "model_id": "T4-c1",136 "var_name_printed": "Year property built",137 "taxonomy_id": "age",138 "x_transform": "other",139 "x_unit": "years",140 "beta": -0.00012,141 "se": 6.8e-05,142 "t": null,143 "p": null,144 "p_stars": ".",145 "ci_lo": null,146 "ci_hi": null,147 "page": 6,148 "confidence": "medium",149 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Printed as 'Year property built' but Table 3 defines it as years since construction relative to 2019 (mean 42.67/46), i.e. building age in years; mapped to age. Written in the table as a x 10^-4 / 10^-5 scientific notation."150 },151 {152 "model_id": "T4-c1",153 "var_name_printed": "Euclidean distance to coastline, ft",154 "taxonomy_id": "water_proximity",155 "x_transform": "level",156 "x_unit": "1000 ft",157 "beta": -0.01,158 "se": 0.00094,159 "t": null,160 "p": null,161 "p_stars": "***",162 "ci_lo": null,163 "ci_hi": null,164 "page": 6,165 "confidence": "medium",166 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says ft but Table 3 reports distance in thousands of ft (mean ~1.9-2.1); unit scaling uncertain."167 },168 {169 "model_id": "T4-c1",170 "var_name_printed": "Euclidean distance to major road, ft",171 "taxonomy_id": "highway_distance",172 "x_transform": "level",173 "x_unit": "1000 ft",174 "beta": 0.01,175 "se": 0.0006,176 "t": null,177 "p": null,178 "p_stars": "***",179 "ci_lo": null,180 "ci_hi": null,181 "page": 6,182 "confidence": "medium",183 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says ft but Table 3 reports distance in thousands of ft; unit scaling uncertain."184 },185 {186 "model_id": "T4-c1",187 "var_name_printed": "FEMA 100-year floodplain",188 "taxonomy_id": "flood_risk",189 "x_transform": "binary",190 "x_unit": "binary",191 "beta": 0.05,192 "se": 0.004,193 "t": null,194 "p": null,195 "p_stars": "***",196 "ci_lo": null,197 "ci_hi": null,198 "page": 6,199 "confidence": "medium",200 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. 1 if property lies in a FEMA 100-year floodplain."201 },202 {203 "model_id": "T4-c2",204 "var_name_printed": "Number of bedrooms",205 "taxonomy_id": "bedrooms",206 "x_transform": "level",207 "x_unit": "count",208 "beta": 0.04,209 "se": 0.002,210 "t": null,211 "p": null,212 "p_stars": "***",213 "ci_lo": null,214 "ci_hi": null,215 "page": 6,216 "confidence": "medium",217 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed."218 },219 {220 "model_id": "T4-c2",221 "var_name_printed": "Lot size, sq. ft",222 "taxonomy_id": "lot_size",223 "x_transform": "level",224 "x_unit": "1000 sqft",225 "beta": 0.001,226 "se": 8.4e-05,227 "t": null,228 "p": null,229 "p_stars": "***",230 "ci_lo": null,231 "ci_hi": null,232 "page": 6,233 "confidence": "medium",234 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says sq. ft but Table 3 reports lot size in thousands of sq ft and the magnitude (0.07 per unit) is only plausible per 1,000 sq ft; unit scaling uncertain."235 },236 {237 "model_id": "T4-c2",238 "var_name_printed": "Living area, sq. ft",239 "taxonomy_id": "living_area",240 "x_transform": "level",241 "x_unit": "1000 sqft",242 "beta": 0.23,243 "se": 0.002,244 "t": null,245 "p": null,246 "p_stars": "***",247 "ci_lo": null,248 "ci_hi": null,249 "page": 6,250 "confidence": "medium",251 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says sq. ft but Table 3 reports living area in thousands of sq ft and the magnitude (0.18-0.23 per unit) is only plausible per 1,000 sq ft; unit scaling uncertain."252 },253 {254 "model_id": "T4-c2",255 "var_name_printed": "Year property built",256 "taxonomy_id": "age",257 "x_transform": "other",258 "x_unit": "years",259 "beta": -0.00014,260 "se": 4.2e-05,261 "t": null,262 "p": null,263 "p_stars": "***",264 "ci_lo": null,265 "ci_hi": null,266 "page": 6,267 "confidence": "medium",268 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Printed as 'Year property built' but Table 3 defines it as years since construction relative to 2019 (mean 42.67/46), i.e. building age in years; mapped to age. Written in the table as a x 10^-4 / 10^-5 scientific notation."269 },270 {271 "model_id": "T4-c2",272 "var_name_printed": "Euclidean distance to coastline, ft",273 "taxonomy_id": "water_proximity",274 "x_transform": "level",275 "x_unit": "1000 ft",276 "beta": -0.03,277 "se": 0.001,278 "t": null,279 "p": null,280 "p_stars": "***",281 "ci_lo": null,282 "ci_hi": null,283 "page": 6,284 "confidence": "medium",285 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says ft but Table 3 reports distance in thousands of ft (mean ~1.9-2.1); unit scaling uncertain."286 },287 {288 "model_id": "T4-c2",289 "var_name_printed": "Euclidean distance to major road, ft",290 "taxonomy_id": "highway_distance",291 "x_transform": "level",292 "x_unit": "1000 ft",293 "beta": 0.01,294 "se": 0.002,295 "t": null,296 "p": null,297 "p_stars": "***",298 "ci_lo": null,299 "ci_hi": null,300 "page": 6,301 "confidence": "medium",302 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says ft but Table 3 reports distance in thousands of ft; unit scaling uncertain."303 },304 {305 "model_id": "T4-c2",306 "var_name_printed": "FEMA 100-year floodplain",307 "taxonomy_id": "flood_risk",308 "x_transform": "binary",309 "x_unit": "binary",310 "beta": -0.03,311 "se": 0.004,312 "t": null,313 "p": null,314 "p_stars": "***",315 "ci_lo": null,316 "ci_hi": null,317 "page": 6,318 "confidence": "medium",319 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. 1 if property lies in a FEMA 100-year floodplain."320 },321 {322 "model_id": "T4-c1",323 "var_name_printed": "SLR exposure less than 2 ft",324 "taxonomy_id": "flood_risk",325 "x_transform": "binary",326 "x_unit": "binary",327 "beta": -0.12,328 "se": 0.02,329 "t": null,330 "p": null,331 "p_stars": "***",332 "ci_lo": null,333 "ci_hi": null,334 "page": 6,335 "confidence": "medium",336 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."337 },338 {339 "model_id": "T4-c2",340 "var_name_printed": "SLR exposure less than 2 ft",341 "taxonomy_id": "flood_risk",342 "x_transform": "binary",343 "x_unit": "binary",344 "beta": 0.02,345 "se": 0.03,346 "t": null,347 "p": null,348 "p_stars": "",349 "ci_lo": null,350 "ci_hi": null,351 "page": 6,352 "confidence": "medium",353 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."354 },355 {356 "model_id": "T4-c1",357 "var_name_printed": "SLR exposure 2 to 3 ft",358 "taxonomy_id": "flood_risk",359 "x_transform": "binary",360 "x_unit": "binary",361 "beta": -0.02,362 "se": 0.01,363 "t": null,364 "p": null,365 "p_stars": "*",366 "ci_lo": null,367 "ci_hi": null,368 "page": 6,369 "confidence": "medium",370 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."371 },372 {373 "model_id": "T4-c2",374 "var_name_printed": "SLR exposure 2 to 3 ft",375 "taxonomy_id": "flood_risk",376 "x_transform": "binary",377 "x_unit": "binary",378 "beta": -0.07,379 "se": 0.01,380 "t": null,381 "p": null,382 "p_stars": "***",383 "ci_lo": null,384 "ci_hi": null,385 "page": 6,386 "confidence": "medium",387 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."388 },389 {390 "model_id": "T4-c1",391 "var_name_printed": "SLR exposure 3 to 4 ft",392 "taxonomy_id": "flood_risk",393 "x_transform": "binary",394 "x_unit": "binary",395 "beta": 0.03,396 "se": 0.01,397 "t": null,398 "p": null,399 "p_stars": "***",400 "ci_lo": null,401 "ci_hi": null,402 "page": 6,403 "confidence": "medium",404 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."405 },406 {407 "model_id": "T4-c2",408 "var_name_printed": "SLR exposure 3 to 4 ft",409 "taxonomy_id": "flood_risk",410 "x_transform": "binary",411 "x_unit": "binary",412 "beta": -0.03,413 "se": 0.01,414 "t": null,415 "p": null,416 "p_stars": "***",417 "ci_lo": null,418 "ci_hi": null,419 "page": 6,420 "confidence": "medium",421 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."422 },423 {424 "model_id": "T4-c1",425 "var_name_printed": "SLR exposure 4 to 5 ft",426 "taxonomy_id": "flood_risk",427 "x_transform": "binary",428 "x_unit": "binary",429 "beta": 0.06,430 "se": 0.01,431 "t": null,432 "p": null,433 "p_stars": "***",434 "ci_lo": null,435 "ci_hi": null,436 "page": 6,437 "confidence": "medium",438 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."439 },440 {441 "model_id": "T4-c2",442 "var_name_printed": "SLR exposure 4 to 5 ft",443 "taxonomy_id": "flood_risk",444 "x_transform": "binary",445 "x_unit": "binary",446 "beta": -0.01,447 "se": 0.01,448 "t": null,449 "p": null,450 "p_stars": "",451 "ci_lo": null,452 "ci_hi": null,453 "page": 6,454 "confidence": "medium",455 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."456 },457 {458 "model_id": "T4-c1",459 "var_name_printed": "SLR exposure 5 to 6 ft",460 "taxonomy_id": "flood_risk",461 "x_transform": "binary",462 "x_unit": "binary",463 "beta": 0.04,464 "se": 0.01,465 "t": null,466 "p": null,467 "p_stars": "***",468 "ci_lo": null,469 "ci_hi": null,470 "page": 6,471 "confidence": "medium",472 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."473 },474 {475 "model_id": "T4-c2",476 "var_name_printed": "SLR exposure 5 to 6 ft",477 "taxonomy_id": "flood_risk",478 "x_transform": "binary",479 "x_unit": "binary",480 "beta": -0.01,481 "se": 0.005,482 "t": null,483 "p": null,484 "p_stars": "*",485 "ci_lo": null,486 "ci_hi": null,487 "page": 6,488 "confidence": "medium",489 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."490 },491 {492 "model_id": "T5-c1",493 "var_name_printed": "Number of bedrooms",494 "taxonomy_id": "bedrooms",495 "x_transform": "level",496 "x_unit": "count",497 "beta": 0.03,498 "se": 0.001,499 "t": null,500 "p": null,501 "p_stars": "***",502 "ci_lo": null,503 "ci_hi": null,504 "page": 7,505 "confidence": "medium",506 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed."507 },508 {509 "model_id": "T5-c1",510 "var_name_printed": "Lot size, sq. ft",511 "taxonomy_id": "lot_size",512 "x_transform": "level",513 "x_unit": "1000 sqft",514 "beta": 0.07,515 "se": 0.003,516 "t": null,517 "p": null,518 "p_stars": "***",519 "ci_lo": null,520 "ci_hi": null,521 "page": 7,522 "confidence": "medium",523 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says sq. ft but Table 3 reports lot size in thousands of sq ft and the magnitude (0.07 per unit) is only plausible per 1,000 sq ft; unit scaling uncertain."524 },525 {526 "model_id": "T5-c1",527 "var_name_printed": "Living area, sq. ft",528 "taxonomy_id": "living_area",529 "x_transform": "level",530 "x_unit": "1000 sqft",531 "beta": 0.18,532 "se": 0.004,533 "t": null,534 "p": null,535 "p_stars": "***",536 "ci_lo": null,537 "ci_hi": null,538 "page": 7,539 "confidence": "medium",540 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says sq. ft but Table 3 reports living area in thousands of sq ft and the magnitude (0.18-0.23 per unit) is only plausible per 1,000 sq ft; unit scaling uncertain."541 },542 {543 "model_id": "T5-c1",544 "var_name_printed": "Year property built",545 "taxonomy_id": "age",546 "x_transform": "other",547 "x_unit": "years",548 "beta": -0.00012,549 "se": 6.8e-05,550 "t": null,551 "p": null,552 "p_stars": ".",553 "ci_lo": null,554 "ci_hi": null,555 "page": 7,556 "confidence": "medium",557 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Printed as 'Year property built' but Table 3 defines it as years since construction relative to 2019 (mean 42.67/46), i.e. building age in years; mapped to age. Written in the table as a x 10^-4 / 10^-5 scientific notation."558 },559 {560 "model_id": "T5-c1",561 "var_name_printed": "Euclidean distance to coastline, ft",562 "taxonomy_id": "water_proximity",563 "x_transform": "level",564 "x_unit": "1000 ft",565 "beta": -0.01,566 "se": 0.001,567 "t": null,568 "p": null,569 "p_stars": "***",570 "ci_lo": null,571 "ci_hi": null,572 "page": 7,573 "confidence": "medium",574 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says ft but Table 3 reports distance in thousands of ft (mean ~1.9-2.1); unit scaling uncertain."575 },576 {577 "model_id": "T5-c1",578 "var_name_printed": "Euclidean distance to major road, ft",579 "taxonomy_id": "highway_distance",580 "x_transform": "level",581 "x_unit": "1000 ft",582 "beta": 0.01,583 "se": 0.001,584 "t": null,585 "p": null,586 "p_stars": "***",587 "ci_lo": null,588 "ci_hi": null,589 "page": 7,590 "confidence": "medium",591 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says ft but Table 3 reports distance in thousands of ft; unit scaling uncertain."592 },593 {594 "model_id": "T5-c1",595 "var_name_printed": "FEMA 100-year floodplain",596 "taxonomy_id": "flood_risk",597 "x_transform": "binary",598 "x_unit": "binary",599 "beta": 0.05,600 "se": 0.004,601 "t": null,602 "p": null,603 "p_stars": "***",604 "ci_lo": null,605 "ci_hi": null,606 "page": 7,607 "confidence": "medium",608 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. 1 if property lies in a FEMA 100-year floodplain."609 },610 {611 "model_id": "T5-c2",612 "var_name_printed": "Number of bedrooms",613 "taxonomy_id": "bedrooms",614 "x_transform": "level",615 "x_unit": "count",616 "beta": 0.04,617 "se": 0.002,618 "t": null,619 "p": null,620 "p_stars": "***",621 "ci_lo": null,622 "ci_hi": null,623 "page": 7,624 "confidence": "medium",625 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed."626 },627 {628 "model_id": "T5-c2",629 "var_name_printed": "Lot size, sq. ft",630 "taxonomy_id": "lot_size",631 "x_transform": "level",632 "x_unit": "1000 sqft",633 "beta": 0.001,634 "se": 8.4e-05,635 "t": null,636 "p": null,637 "p_stars": "***",638 "ci_lo": null,639 "ci_hi": null,640 "page": 7,641 "confidence": "medium",642 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says sq. ft but Table 3 reports lot size in thousands of sq ft and the magnitude (0.07 per unit) is only plausible per 1,000 sq ft; unit scaling uncertain."643 },644 {645 "model_id": "T5-c2",646 "var_name_printed": "Living area, sq. ft",647 "taxonomy_id": "living_area",648 "x_transform": "level",649 "x_unit": "1000 sqft",650 "beta": 0.23,651 "se": 0.002,652 "t": null,653 "p": null,654 "p_stars": "***",655 "ci_lo": null,656 "ci_hi": null,657 "page": 7,658 "confidence": "medium",659 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says sq. ft but Table 3 reports living area in thousands of sq ft and the magnitude (0.18-0.23 per unit) is only plausible per 1,000 sq ft; unit scaling uncertain."660 },661 {662 "model_id": "T5-c2",663 "var_name_printed": "Year property built",664 "taxonomy_id": "age",665 "x_transform": "other",666 "x_unit": "years",667 "beta": 0.00014,668 "se": 4.2e-05,669 "t": null,670 "p": null,671 "p_stars": "***",672 "ci_lo": null,673 "ci_hi": null,674 "page": 7,675 "confidence": "low",676 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Printed as 'Year property built' but Table 3 defines it as years since construction relative to 2019 (mean 42.67/46), i.e. building age in years; mapped to age. Written in the table as a x 10^-4 / 10^-5 scientific notation. NOTE: printed WITHOUT a minus sign in Table 5 (1.4 x 10^-4***) whereas Table 4 prints -1.40 x 10^-4 for the same specification; likely a typographical omission of the minus sign."677 },678 {679 "model_id": "T5-c2",680 "var_name_printed": "Euclidean distance to coastline, ft",681 "taxonomy_id": "water_proximity",682 "x_transform": "level",683 "x_unit": "1000 ft",684 "beta": -0.03,685 "se": 0.001,686 "t": null,687 "p": null,688 "p_stars": "***",689 "ci_lo": null,690 "ci_hi": null,691 "page": 7,692 "confidence": "medium",693 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says ft but Table 3 reports distance in thousands of ft (mean ~1.9-2.1); unit scaling uncertain."694 },695 {696 "model_id": "T5-c2",697 "var_name_printed": "Euclidean distance to major road, ft",698 "taxonomy_id": "highway_distance",699 "x_transform": "level",700 "x_unit": "1000 ft",701 "beta": 0.01,702 "se": 0.002,703 "t": null,704 "p": null,705 "p_stars": "***",706 "ci_lo": null,707 "ci_hi": null,708 "page": 7,709 "confidence": "medium",710 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says ft but Table 3 reports distance in thousands of ft; unit scaling uncertain."711 },712 {713 "model_id": "T5-c2",714 "var_name_printed": "FEMA 100-year floodplain",715 "taxonomy_id": "flood_risk",716 "x_transform": "binary",717 "x_unit": "binary",718 "beta": -0.03,719 "se": 0.004,720 "t": null,721 "p": null,722 "p_stars": "***",723 "ci_lo": null,724 "ci_hi": null,725 "page": 7,726 "confidence": "medium",727 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. 1 if property lies in a FEMA 100-year floodplain."728 },729 {730 "model_id": "T5-c1",731 "var_name_printed": "SLR exposure less than 2 ft & PHOs",732 "taxonomy_id": "flood_risk",733 "x_transform": "binary",734 "x_unit": "binary",735 "beta": -0.1,736 "se": 0.03,737 "t": null,738 "p": null,739 "p_stars": "***",740 "ci_lo": null,741 "ci_hi": null,742 "page": 7,743 "confidence": "medium",744 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."745 },746 {747 "model_id": "T5-c2",748 "var_name_printed": "SLR exposure less than 2 ft & PHOs",749 "taxonomy_id": "flood_risk",750 "x_transform": "binary",751 "x_unit": "binary",752 "beta": -0.15,753 "se": 0.05,754 "t": null,755 "p": null,756 "p_stars": "***",757 "ci_lo": null,758 "ci_hi": null,759 "page": 7,760 "confidence": "medium",761 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."762 },763 {764 "model_id": "T5-c1",765 "var_name_printed": "SLR exposure less than 2 ft & NPHOs",766 "taxonomy_id": "flood_risk",767 "x_transform": "binary",768 "x_unit": "binary",769 "beta": -0.13,770 "se": 0.03,771 "t": null,772 "p": null,773 "p_stars": "***",774 "ci_lo": null,775 "ci_hi": null,776 "page": 7,777 "confidence": "medium",778 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."779 },780 {781 "model_id": "T5-c2",782 "var_name_printed": "SLR exposure less than 2 ft & NPHOs",783 "taxonomy_id": "flood_risk",784 "x_transform": "binary",785 "x_unit": "binary",786 "beta": 0.14,787 "se": 0.04,788 "t": null,789 "p": null,790 "p_stars": "***",791 "ci_lo": null,792 "ci_hi": null,793 "page": 7,794 "confidence": "medium",795 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."796 },797 {798 "model_id": "T5-c1",799 "var_name_printed": "SLR exposure 2 to 3 ft & PHOs",800 "taxonomy_id": "flood_risk",801 "x_transform": "binary",802 "x_unit": "binary",803 "beta": -0.01,804 "se": 0.01,805 "t": null,806 "p": null,807 "p_stars": "",808 "ci_lo": null,809 "ci_hi": null,810 "page": 7,811 "confidence": "medium",812 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."813 },814 {815 "model_id": "T5-c2",816 "var_name_printed": "SLR exposure 2 to 3 ft & PHOs",817 "taxonomy_id": "flood_risk",818 "x_transform": "binary",819 "x_unit": "binary",820 "beta": -0.09,821 "se": 0.02,822 "t": null,823 "p": null,824 "p_stars": "***",825 "ci_lo": null,826 "ci_hi": null,827 "page": 7,828 "confidence": "medium",829 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."830 },831 {832 "model_id": "T5-c1",833 "var_name_printed": "SLR exposure 2 to 3 ft & NPHOs",834 "taxonomy_id": "flood_risk",835 "x_transform": "binary",836 "x_unit": "binary",837 "beta": -0.03,838 "se": 0.01,839 "t": null,840 "p": null,841 "p_stars": "***",842 "ci_lo": null,843 "ci_hi": null,844 "page": 7,845 "confidence": "medium",846 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."847 },848 {849 "model_id": "T5-c2",850 "var_name_printed": "SLR exposure 2 to 3 ft & NPHOs",851 "taxonomy_id": "flood_risk",852 "x_transform": "binary",853 "x_unit": "binary",854 "beta": -0.05,855 "se": 0.02,856 "t": null,857 "p": null,858 "p_stars": "***",859 "ci_lo": null,860 "ci_hi": null,861 "page": 7,862 "confidence": "medium",863 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."864 },865 {866 "model_id": "T5-c1",867 "var_name_printed": "SLR exposure 3 to 4 ft & PHOs",868 "taxonomy_id": "flood_risk",869 "x_transform": "binary",870 "x_unit": "binary",871 "beta": 0.05,872 "se": 0.01,873 "t": null,874 "p": null,875 "p_stars": "***",876 "ci_lo": null,877 "ci_hi": null,878 "page": 7,879 "confidence": "medium",880 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."881 },882 {883 "model_id": "T5-c2",884 "var_name_printed": "SLR exposure 3 to 4 ft & PHOs",885 "taxonomy_id": "flood_risk",886 "x_transform": "binary",887 "x_unit": "binary",888 "beta": -0.06,889 "se": 0.01,890 "t": null,891 "p": null,892 "p_stars": "***",893 "ci_lo": null,894 "ci_hi": null,895 "page": 7,896 "confidence": "medium",897 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."898 },899 {900 "model_id": "T5-c1",901 "var_name_printed": "SLR exposure 3 to 4 ft & NPHOs",902 "taxonomy_id": "flood_risk",903 "x_transform": "binary",904 "x_unit": "binary",905 "beta": -0.01,906 "se": 0.01,907 "t": null,908 "p": null,909 "p_stars": "",910 "ci_lo": null,911 "ci_hi": null,912 "page": 7,913 "confidence": "medium",914 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."915 },916 {917 "model_id": "T5-c2",918 "var_name_printed": "SLR exposure 3 to 4 ft & NPHOs",919 "taxonomy_id": "flood_risk",920 "x_transform": "binary",921 "x_unit": "binary",922 "beta": 0.003,923 "se": 0.01,924 "t": null,925 "p": null,926 "p_stars": "",927 "ci_lo": null,928 "ci_hi": null,929 "page": 7,930 "confidence": "medium",931 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."932 },933 {934 "model_id": "T5-c1",935 "var_name_printed": "SLR exposure 4 to 5 ft & PHOs",936 "taxonomy_id": "flood_risk",937 "x_transform": "binary",938 "x_unit": "binary",939 "beta": 0.08,940 "se": 0.01,941 "t": null,942 "p": null,943 "p_stars": "***",944 "ci_lo": null,945 "ci_hi": null,946 "page": 7,947 "confidence": "medium",948 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."949 },950 {951 "model_id": "T5-c2",952 "var_name_printed": "SLR exposure 4 to 5 ft & PHOs",953 "taxonomy_id": "flood_risk",954 "x_transform": "binary",955 "x_unit": "binary",956 "beta": -0.002,957 "se": 0.01,958 "t": null,959 "p": null,960 "p_stars": "",961 "ci_lo": null,962 "ci_hi": null,963 "page": 7,964 "confidence": "medium",965 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."966 },967 {968 "model_id": "T5-c1",969 "var_name_printed": "SLR exposure 4 to 5 ft & NPHOs",970 "taxonomy_id": "flood_risk",971 "x_transform": "binary",972 "x_unit": "binary",973 "beta": 0.002,974 "se": 0.01,975 "t": null,976 "p": null,977 "p_stars": "",978 "ci_lo": null,979 "ci_hi": null,980 "page": 7,981 "confidence": "medium",982 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."983 },984 {985 "model_id": "T5-c2",986 "var_name_printed": "SLR exposure 4 to 5 ft & NPHOs",987 "taxonomy_id": "flood_risk",988 "x_transform": "binary",989 "x_unit": "binary",990 "beta": -0.01,991 "se": 0.01,992 "t": null,993 "p": null,994 "p_stars": "",995 "ci_lo": null,996 "ci_hi": null,997 "page": 7,998 "confidence": "medium",999 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."1000 },1001 {1002 "model_id": "T5-c1",1003 "var_name_printed": "SLR exposure 5 to 6 ft & PHOs",1004 "taxonomy_id": "flood_risk",1005 "x_transform": "binary",1006 "x_unit": "binary",1007 "beta": 0.05,1008 "se": 0.01,1009 "t": null,1010 "p": null,1011 "p_stars": "***",1012 "ci_lo": null,1013 "ci_hi": null,1014 "page": 7,1015 "confidence": "medium",1016 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."1017 },1018 {1019 "model_id": "T5-c2",1020 "var_name_printed": "SLR exposure 5 to 6 ft & PHOs",1021 "taxonomy_id": "flood_risk",1022 "x_transform": "binary",1023 "x_unit": "binary",1024 "beta": -0.003,1025 "se": 0.01,1026 "t": null,1027 "p": null,1028 "p_stars": "",1029 "ci_lo": null,1030 "ci_hi": null,1031 "page": 7,1032 "confidence": "medium",1033 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."1034 },1035 {1036 "model_id": "T5-c1",1037 "var_name_printed": "SLR exposure 5 to 6 ft & NPHOs",1038 "taxonomy_id": "flood_risk",1039 "x_transform": "binary",1040 "x_unit": "binary",1041 "beta": 0.01,1042 "se": 0.01,1043 "t": null,1044 "p": null,1045 "p_stars": ".",1046 "ci_lo": null,1047 "ci_hi": null,1048 "page": 7,1049 "confidence": "medium",1050 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."1051 },1052 {1053 "model_id": "T5-c2",1054 "var_name_printed": "SLR exposure 5 to 6 ft & NPHOs",1055 "taxonomy_id": "flood_risk",1056 "x_transform": "binary",1057 "x_unit": "binary",1058 "beta": -0.02,1059 "se": 0.01,1060 "t": null,1061 "p": null,1062 "p_stars": "***",1063 "ci_lo": null,1064 "ci_hi": null,1065 "page": 7,1066 "confidence": "medium",1067 "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."1068 }1069 ]1070}