1{2 "record_id": "a34939ebd1d20ba654297f426501ad47056b65a4",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "Adjusting to the New Normal: River Flood Risk and the Real Estate Market",7 "year": 2025,8 "doi": "10.1007/s10640-025-00995-x",9 "country": "Germany",10 "region_city": "Germany (national; houses in and near official river flood-risk zones)",11 "sample_start": 2014,12 "sample_end": 2022,13 "property_type": "single_family",14 "price_type": "listing",15 "data_source": "RWI-GEO-RED (ImmobilienScout24 listings), ~1.5 million single- and multi-family houses listed for sale Jan 2014-May 2022, latest listing per property",16 "document_type": "journal",17 "estimators": [18 "FE_panel"19 ],20 "spatial_method": "zip-code / county / 1 km2 grid fixed effects; difference-in-differences",21 "time_fe": true,22 "location_fe": true,23 "se_type": "clustered",24 "n_obs_total": 1466509,25 "ai_methods": [],26 "notes": "Difference-in-differences hedonic model (Eq. 1): log price per m2 on flood-risk-zone x post-flood (Western European flood, July 2021). Hedonic control coefficients (living space, rooms, floors, cellar, construction-year categories, condition) are included in all models but NOT printed; only the treatment effects and heterogeneity terms are tabulated, all recorded with x_transform 'other' (interactions) except the uninteracted distance to the flooded area. Table A.1 (baseline flood-zone discount) and Tables B.1-B.9 are in the electronic supplement, not in the PDF. SEs clustered at zip-code level in parentheses; * p<0.1, ** p<0.05, *** p<0.01. R2 not printed. Table 4 columns 7-8 are placebo treatment dates."27 },28 "models": [29 {30 "model_id": "T2-c1",31 "table": "2",32 "column": "1",33 "page": 13,34 "dep_var": "log listing price per m2 (EUR)",35 "dep_transform": "per_m2",36 "estimator": "FE_panel",37 "n_obs": 1466509,38 "r2": null,39 "se_or_t_in_parentheses": "se",40 "sample_subset": "houses in flood-risk zones (treated) vs houses 0.5-3 km outside (control), Germany 2014-2022; zip-code FE + year-month FE (Eq. 1, main)"41 },42 {43 "model_id": "T2-c2",44 "table": "2",45 "column": "2",46 "page": 13,47 "dep_var": "log listing price per m2 (EUR)",48 "dep_transform": "per_m2",49 "estimator": "FE_panel",50 "n_obs": 1466509,51 "r2": null,52 "se_or_t_in_parentheses": "se",53 "sample_subset": "houses in flood-risk zones (treated) vs houses 0.5-3 km outside (control), Germany 2014-2022; zip-code FE + year FE + month FE (no year-month FE)"54 },55 {56 "model_id": "T2-c3",57 "table": "2",58 "column": "3",59 "page": 13,60 "dep_var": "log listing price per m2 (EUR)",61 "dep_transform": "per_m2",62 "estimator": "FE_panel",63 "n_obs": 1468567,64 "r2": null,65 "se_or_t_in_parentheses": "se",66 "sample_subset": "houses in flood-risk zones (treated) vs houses 0.5-3 km outside (control), Germany 2014-2022; county FE + year-month FE"67 },68 {69 "model_id": "T2-c4",70 "table": "2",71 "column": "4",72 "page": 13,73 "dep_var": "log listing price per m2 (EUR)",74 "dep_transform": "per_m2",75 "estimator": "FE_panel",76 "n_obs": 1457476,77 "r2": null,78 "se_or_t_in_parentheses": "se",79 "sample_subset": "houses in flood-risk zones (treated) vs houses 0.5-3 km outside (control), Germany 2014-2022; 1 km2 grid FE + year-month FE"80 },81 {82 "model_id": "T2-c5",83 "table": "2",84 "column": "5",85 "page": 13,86 "dep_var": "log listing price per m2 (EUR)",87 "dep_transform": "per_m2",88 "estimator": "FE_panel",89 "n_obs": 1466509,90 "r2": null,91 "se_or_t_in_parentheses": "se",92 "sample_subset": "houses in flood-risk zones (treated) vs houses 0.5-3 km outside (control), Germany 2014-2022; zip-code FE + year-month FE + county x year linear trends"93 },94 {95 "model_id": "T3A-c1",96 "table": "3 (Panel A)",97 "column": "1",98 "page": 15,99 "dep_var": "log listing price per m2 (EUR)",100 "dep_transform": "per_m2",101 "estimator": "FE_panel",102 "n_obs": 1466509,103 "r2": null,104 "se_or_t_in_parentheses": "se",105 "sample_subset": "as Table 2 column 1 (zip-code FE + year-month FE (Eq. 1, main)); treatment effect interacted with continuous distance to the 2021 flooded area"106 },107 {108 "model_id": "T3B-c1",109 "table": "3 (Panel B)",110 "column": "1",111 "page": 15,112 "dep_var": "log listing price per m2 (EUR)",113 "dep_transform": "per_m2",114 "estimator": "FE_panel",115 "n_obs": 1466509,116 "r2": null,117 "se_or_t_in_parentheses": "se",118 "sample_subset": "as Table 2 column 1 (zip-code FE + year-month FE (Eq. 1, main)); treatment effect interacted with indicator for counties with above-median belief in human-made climate change"119 },120 {121 "model_id": "T3A-c2",122 "table": "3 (Panel A)",123 "column": "2",124 "page": 15,125 "dep_var": "log listing price per m2 (EUR)",126 "dep_transform": "per_m2",127 "estimator": "FE_panel",128 "n_obs": 1466509,129 "r2": null,130 "se_or_t_in_parentheses": "se",131 "sample_subset": "as Table 2 column 2 (zip-code FE + year FE + month FE (no year-month FE)); treatment effect interacted with continuous distance to the 2021 flooded area"132 },133 {134 "model_id": "T3B-c2",135 "table": "3 (Panel B)",136 "column": "2",137 "page": 15,138 "dep_var": "log listing price per m2 (EUR)",139 "dep_transform": "per_m2",140 "estimator": "FE_panel",141 "n_obs": 1466509,142 "r2": null,143 "se_or_t_in_parentheses": "se",144 "sample_subset": "as Table 2 column 2 (zip-code FE + year FE + month FE (no year-month FE)); treatment effect interacted with indicator for counties with above-median belief in human-made climate change"145 },146 {147 "model_id": "T3A-c3",148 "table": "3 (Panel A)",149 "column": "3",150 "page": 15,151 "dep_var": "log listing price per m2 (EUR)",152 "dep_transform": "per_m2",153 "estimator": "FE_panel",154 "n_obs": 1468567,155 "r2": null,156 "se_or_t_in_parentheses": "se",157 "sample_subset": "as Table 2 column 3 (county FE + year-month FE); treatment effect interacted with continuous distance to the 2021 flooded area"158 },159 {160 "model_id": "T3B-c3",161 "table": "3 (Panel B)",162 "column": "3",163 "page": 15,164 "dep_var": "log listing price per m2 (EUR)",165 "dep_transform": "per_m2",166 "estimator": "FE_panel",167 "n_obs": 1468567,168 "r2": null,169 "se_or_t_in_parentheses": "se",170 "sample_subset": "as Table 2 column 3 (county FE + year-month FE); treatment effect interacted with indicator for counties with above-median belief in human-made climate change"171 },172 {173 "model_id": "T3A-c4",174 "table": "3 (Panel A)",175 "column": "4",176 "page": 15,177 "dep_var": "log listing price per m2 (EUR)",178 "dep_transform": "per_m2",179 "estimator": "FE_panel",180 "n_obs": 1457476,181 "r2": null,182 "se_or_t_in_parentheses": "se",183 "sample_subset": "as Table 2 column 4 (1 km2 grid FE + year-month FE); treatment effect interacted with continuous distance to the 2021 flooded area"184 },185 {186 "model_id": "T3B-c4",187 "table": "3 (Panel B)",188 "column": "4",189 "page": 15,190 "dep_var": "log listing price per m2 (EUR)",191 "dep_transform": "per_m2",192 "estimator": "FE_panel",193 "n_obs": 1457476,194 "r2": null,195 "se_or_t_in_parentheses": "se",196 "sample_subset": "as Table 2 column 4 (1 km2 grid FE + year-month FE); treatment effect interacted with indicator for counties with above-median belief in human-made climate change"197 },198 {199 "model_id": "T3A-c5",200 "table": "3 (Panel A)",201 "column": "5",202 "page": 15,203 "dep_var": "log listing price per m2 (EUR)",204 "dep_transform": "per_m2",205 "estimator": "FE_panel",206 "n_obs": 1466509,207 "r2": null,208 "se_or_t_in_parentheses": "se",209 "sample_subset": "as Table 2 column 5 (zip-code FE + year-month FE + county x year linear trends); treatment effect interacted with continuous distance to the 2021 flooded area"210 },211 {212 "model_id": "T3B-c5",213 "table": "3 (Panel B)",214 "column": "5",215 "page": 15,216 "dep_var": "log listing price per m2 (EUR)",217 "dep_transform": "per_m2",218 "estimator": "FE_panel",219 "n_obs": 1466509,220 "r2": null,221 "se_or_t_in_parentheses": "se",222 "sample_subset": "as Table 2 column 5 (zip-code FE + year-month FE + county x year linear trends); treatment effect interacted with indicator for counties with above-median belief in human-made climate change"223 },224 {225 "model_id": "T4avg-c1",226 "table": "4 (Average effect)",227 "column": "1",228 "page": 21,229 "dep_var": "log listing price per m2 (EUR)",230 "dep_transform": "per_m2",231 "estimator": "FE_panel",232 "n_obs": 1050981,233 "r2": null,234 "se_or_t_in_parentheses": "se",235 "sample_subset": "robustness: Spillovers: 1 km buffer excluded; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE"236 },237 {238 "model_id": "T4dist-c1",239 "table": "4 (Distance heterogeneity)",240 "column": "1",241 "page": 21,242 "dep_var": "log listing price per m2 (EUR)",243 "dep_transform": "per_m2",244 "estimator": "FE_panel",245 "n_obs": 1050981,246 "r2": null,247 "se_or_t_in_parentheses": "se",248 "sample_subset": "robustness: Spillovers: 1 km buffer excluded; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE; includes uninteracted distance to flooded area (coefficient not printed)"249 },250 {251 "model_id": "T4belief-c1",252 "table": "4 (Climate change belief heterogeneity)",253 "column": "1",254 "page": 21,255 "dep_var": "log listing price per m2 (EUR)",256 "dep_transform": "per_m2",257 "estimator": "FE_panel",258 "n_obs": 1050981,259 "r2": null,260 "se_or_t_in_parentheses": "se",261 "sample_subset": "robustness: Spillovers: 1 km buffer excluded; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE; includes uninteracted high-belief indicator (coefficient not printed)"262 },263 {264 "model_id": "T4avg-c2",265 "table": "4 (Average effect)",266 "column": "2",267 "page": 21,268 "dep_var": "log listing price per m2 (EUR)",269 "dep_transform": "per_m2",270 "estimator": "FE_panel",271 "n_obs": 831395,272 "r2": null,273 "se_or_t_in_parentheses": "se",274 "sample_subset": "robustness: Spillovers: 1.5 km buffer excluded; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE"275 },276 {277 "model_id": "T4dist-c2",278 "table": "4 (Distance heterogeneity)",279 "column": "2",280 "page": 21,281 "dep_var": "log listing price per m2 (EUR)",282 "dep_transform": "per_m2",283 "estimator": "FE_panel",284 "n_obs": 831395,285 "r2": null,286 "se_or_t_in_parentheses": "se",287 "sample_subset": "robustness: Spillovers: 1.5 km buffer excluded; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE; includes uninteracted distance to flooded area (coefficient not printed)"288 },289 {290 "model_id": "T4belief-c2",291 "table": "4 (Climate change belief heterogeneity)",292 "column": "2",293 "page": 21,294 "dep_var": "log listing price per m2 (EUR)",295 "dep_transform": "per_m2",296 "estimator": "FE_panel",297 "n_obs": 831395,298 "r2": null,299 "se_or_t_in_parentheses": "se",300 "sample_subset": "robustness: Spillovers: 1.5 km buffer excluded; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE; includes uninteracted high-belief indicator (coefficient not printed)"301 },302 {303 "model_id": "T4avg-c3",304 "table": "4 (Average effect)",305 "column": "3",306 "page": 21,307 "dep_var": "log listing price per m2 (EUR)",308 "dep_transform": "per_m2",309 "estimator": "FE_panel",310 "n_obs": 1024595,311 "r2": null,312 "se_or_t_in_parentheses": "se",313 "sample_subset": "robustness: Control group: distance to nearest treated house <= 3 km; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE"314 },315 {316 "model_id": "T4dist-c3",317 "table": "4 (Distance heterogeneity)",318 "column": "3",319 "page": 21,320 "dep_var": "log listing price per m2 (EUR)",321 "dep_transform": "per_m2",322 "estimator": "FE_panel",323 "n_obs": 1024595,324 "r2": null,325 "se_or_t_in_parentheses": "se",326 "sample_subset": "robustness: Control group: distance to nearest treated house <= 3 km; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE; includes uninteracted distance to flooded area (coefficient not printed)"327 },328 {329 "model_id": "T4belief-c3",330 "table": "4 (Climate change belief heterogeneity)",331 "column": "3",332 "page": 21,333 "dep_var": "log listing price per m2 (EUR)",334 "dep_transform": "per_m2",335 "estimator": "FE_panel",336 "n_obs": 1024595,337 "r2": null,338 "se_or_t_in_parentheses": "se",339 "sample_subset": "robustness: Control group: distance to nearest treated house <= 3 km; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE; includes uninteracted high-belief indicator (coefficient not printed)"340 },341 {342 "model_id": "T4avg-c4",343 "table": "4 (Average effect)",344 "column": "4",345 "page": 21,346 "dep_var": "log listing price per m2 (EUR)",347 "dep_transform": "per_m2",348 "estimator": "FE_panel",349 "n_obs": 1125285,350 "r2": null,351 "se_or_t_in_parentheses": "se",352 "sample_subset": "robustness: Control group: distance to flood risk area <= 2 km; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE"353 },354 {355 "model_id": "T4dist-c4",356 "table": "4 (Distance heterogeneity)",357 "column": "4",358 "page": 21,359 "dep_var": "log listing price per m2 (EUR)",360 "dep_transform": "per_m2",361 "estimator": "FE_panel",362 "n_obs": 1125285,363 "r2": null,364 "se_or_t_in_parentheses": "se",365 "sample_subset": "robustness: Control group: distance to flood risk area <= 2 km; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE; includes uninteracted distance to flooded area (coefficient not printed)"366 },367 {368 "model_id": "T4belief-c4",369 "table": "4 (Climate change belief heterogeneity)",370 "column": "4",371 "page": 21,372 "dep_var": "log listing price per m2 (EUR)",373 "dep_transform": "per_m2",374 "estimator": "FE_panel",375 "n_obs": 1125285,376 "r2": null,377 "se_or_t_in_parentheses": "se",378 "sample_subset": "robustness: Control group: distance to flood risk area <= 2 km; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE; includes uninteracted high-belief indicator (coefficient not printed)"379 },380 {381 "model_id": "T4avg-c5",382 "table": "4 (Average effect)",383 "column": "5",384 "page": 21,385 "dep_var": "log listing price per m2 (EUR)",386 "dep_transform": "per_m2",387 "estimator": "FE_panel",388 "n_obs": 1263985,389 "r2": null,390 "se_or_t_in_parentheses": "se",391 "sample_subset": "robustness: Exclusion of flooded areas: only certainly flooded area excluded (state-level trends); full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE"392 },393 {394 "model_id": "T4dist-c5",395 "table": "4 (Distance heterogeneity)",396 "column": "5",397 "page": 21,398 "dep_var": "log listing price per m2 (EUR)",399 "dep_transform": "per_m2",400 "estimator": "FE_panel",401 "n_obs": 1263985,402 "r2": null,403 "se_or_t_in_parentheses": "se",404 "sample_subset": "robustness: Exclusion of flooded areas: only certainly flooded area excluded (state-level trends); full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE; includes uninteracted distance to flooded area (coefficient not printed)"405 },406 {407 "model_id": "T4belief-c5",408 "table": "4 (Climate change belief heterogeneity)",409 "column": "5",410 "page": 21,411 "dep_var": "log listing price per m2 (EUR)",412 "dep_transform": "per_m2",413 "estimator": "FE_panel",414 "n_obs": 1263985,415 "r2": null,416 "se_or_t_in_parentheses": "se",417 "sample_subset": "robustness: Exclusion of flooded areas: only certainly flooded area excluded (state-level trends); full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE; includes uninteracted high-belief indicator (coefficient not printed)"418 },419 {420 "model_id": "T4avg-c6",421 "table": "4 (Average effect)",422 "column": "6",423 "page": 21,424 "dep_var": "log listing price per m2 (EUR)",425 "dep_transform": "per_m2",426 "estimator": "FE_panel",427 "n_obs": 1559132,428 "r2": null,429 "se_or_t_in_parentheses": "se",430 "sample_subset": "robustness: Exclusion of flooded areas: potentially flooded counties excluded; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE"431 },432 {433 "model_id": "T4dist-c6",434 "table": "4 (Distance heterogeneity)",435 "column": "6",436 "page": 21,437 "dep_var": "log listing price per m2 (EUR)",438 "dep_transform": "per_m2",439 "estimator": "FE_panel",440 "n_obs": 1559132,441 "r2": null,442 "se_or_t_in_parentheses": "se",443 "sample_subset": "robustness: Exclusion of flooded areas: potentially flooded counties excluded; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE; includes uninteracted distance to flooded area (coefficient not printed)"444 },445 {446 "model_id": "T4belief-c6",447 "table": "4 (Climate change belief heterogeneity)",448 "column": "6",449 "page": 21,450 "dep_var": "log listing price per m2 (EUR)",451 "dep_transform": "per_m2",452 "estimator": "FE_panel",453 "n_obs": 1559132,454 "r2": null,455 "se_or_t_in_parentheses": "se",456 "sample_subset": "robustness: Exclusion of flooded areas: potentially flooded counties excluded; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE; includes uninteracted high-belief indicator (coefficient not printed)"457 },458 {459 "model_id": "T4avg-c7",460 "table": "4 (Average effect)",461 "column": "7",462 "page": 21,463 "dep_var": "log listing price per m2 (EUR)",464 "dep_transform": "per_m2",465 "estimator": "FE_panel",466 "n_obs": 1466509,467 "r2": null,468 "se_or_t_in_parentheses": "se",469 "sample_subset": "robustness: Placebo flood July 2019; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE; PLACEBO treatment date"470 },471 {472 "model_id": "T4dist-c7",473 "table": "4 (Distance heterogeneity)",474 "column": "7",475 "page": 21,476 "dep_var": "log listing price per m2 (EUR)",477 "dep_transform": "per_m2",478 "estimator": "FE_panel",479 "n_obs": 1466509,480 "r2": null,481 "se_or_t_in_parentheses": "se",482 "sample_subset": "robustness: Placebo flood July 2019; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE; PLACEBO treatment date; includes uninteracted distance to flooded area (coefficient not printed)"483 },484 {485 "model_id": "T4belief-c7",486 "table": "4 (Climate change belief heterogeneity)",487 "column": "7",488 "page": 21,489 "dep_var": "log listing price per m2 (EUR)",490 "dep_transform": "per_m2",491 "estimator": "FE_panel",492 "n_obs": 1466509,493 "r2": null,494 "se_or_t_in_parentheses": "se",495 "sample_subset": "robustness: Placebo flood July 2019; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE; PLACEBO treatment date; includes uninteracted high-belief indicator (coefficient not printed)"496 },497 {498 "model_id": "T4avg-c8",499 "table": "4 (Average effect)",500 "column": "8",501 "page": 21,502 "dep_var": "log listing price per m2 (EUR)",503 "dep_transform": "per_m2",504 "estimator": "FE_panel",505 "n_obs": 1466509,506 "r2": null,507 "se_or_t_in_parentheses": "se",508 "sample_subset": "robustness: Placebo flood July 2020; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE; PLACEBO treatment date"509 },510 {511 "model_id": "T4dist-c8",512 "table": "4 (Distance heterogeneity)",513 "column": "8",514 "page": 21,515 "dep_var": "log listing price per m2 (EUR)",516 "dep_transform": "per_m2",517 "estimator": "FE_panel",518 "n_obs": 1466509,519 "r2": null,520 "se_or_t_in_parentheses": "se",521 "sample_subset": "robustness: Placebo flood July 2020; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE; PLACEBO treatment date; includes uninteracted distance to flooded area (coefficient not printed)"522 },523 {524 "model_id": "T4belief-c8",525 "table": "4 (Climate change belief heterogeneity)",526 "column": "8",527 "page": 21,528 "dep_var": "log listing price per m2 (EUR)",529 "dep_transform": "per_m2",530 "estimator": "FE_panel",531 "n_obs": 1466509,532 "r2": null,533 "se_or_t_in_parentheses": "se",534 "sample_subset": "robustness: Placebo flood July 2020; full controls, county x year linear trends (state-level in col 5), year-month FE, zip-code FE; PLACEBO treatment date; includes uninteracted high-belief indicator (coefficient not printed)"535 }536 ],537 "coefficients": [538 {539 "model_id": "T2-c1",540 "var_name_printed": "Treatment effect",541 "taxonomy_id": "flood_risk",542 "x_transform": "other",543 "x_unit": "binary",544 "beta": -0.0042,545 "se": 0.0098,546 "t": null,547 "p": null,548 "p_stars": "",549 "ci_lo": null,550 "ci_hi": null,551 "page": 13,552 "confidence": "high",553 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed"554 },555 {556 "model_id": "T2-c2",557 "var_name_printed": "Treatment effect",558 "taxonomy_id": "flood_risk",559 "x_transform": "other",560 "x_unit": "binary",561 "beta": -0.0042,562 "se": 0.0098,563 "t": null,564 "p": null,565 "p_stars": "",566 "ci_lo": null,567 "ci_hi": null,568 "page": 13,569 "confidence": "high",570 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed"571 },572 {573 "model_id": "T2-c3",574 "var_name_printed": "Treatment effect",575 "taxonomy_id": "flood_risk",576 "x_transform": "other",577 "x_unit": "binary",578 "beta": 0.0035,579 "se": 0.0104,580 "t": null,581 "p": null,582 "p_stars": "",583 "ci_lo": null,584 "ci_hi": null,585 "page": 13,586 "confidence": "high",587 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed"588 },589 {590 "model_id": "T2-c4",591 "var_name_printed": "Treatment effect",592 "taxonomy_id": "flood_risk",593 "x_transform": "other",594 "x_unit": "binary",595 "beta": -0.0066,596 "se": 0.0083,597 "t": null,598 "p": null,599 "p_stars": "",600 "ci_lo": null,601 "ci_hi": null,602 "page": 13,603 "confidence": "high",604 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed"605 },606 {607 "model_id": "T2-c5",608 "var_name_printed": "Treatment effect",609 "taxonomy_id": "flood_risk",610 "x_transform": "other",611 "x_unit": "binary",612 "beta": -0.0071,613 "se": 0.01,614 "t": null,615 "p": null,616 "p_stars": "",617 "ci_lo": null,618 "ci_hi": null,619 "page": 13,620 "confidence": "high",621 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed"622 },623 {624 "model_id": "T3A-c1",625 "var_name_printed": "Treatment effect",626 "taxonomy_id": "flood_risk",627 "x_transform": "other",628 "x_unit": "binary",629 "beta": -0.0592,630 "se": 0.0165,631 "t": null,632 "p": null,633 "p_stars": "***",634 "ci_lo": null,635 "ci_hi": null,636 "page": 15,637 "confidence": "high",638 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; here evaluated at distance 0 km to the flooded area"639 },640 {641 "model_id": "T3A-c1",642 "var_name_printed": "Treatment effect × distance to flooded area (km)",643 "taxonomy_id": "flood_risk",644 "x_transform": "other",645 "x_unit": "km",646 "beta": 0.0003,647 "se": 0.0001,648 "t": null,649 "p": null,650 "p_stars": "***",651 "ci_lo": null,652 "ci_hi": null,653 "page": 15,654 "confidence": "high",655 "notes": "triple interaction: flood-risk zone x post-flood x distance (km) to nearest potentially flooded area of the July 2021 flood"656 },657 {658 "model_id": "T3A-c1",659 "var_name_printed": "Distance to flooded area (km)",660 "taxonomy_id": "flood_risk",661 "x_transform": "level",662 "x_unit": "km",663 "beta": -0.0006,664 "se": 0.0002,665 "t": null,666 "p": null,667 "p_stars": "**",668 "ci_lo": null,669 "ci_hi": null,670 "page": 15,671 "confidence": "high",672 "notes": "uninteracted continuous distance from the house to the nearest potentially flooded area (July 2021 Western European flood), in km"673 },674 {675 "model_id": "T3B-c1",676 "var_name_printed": "Treatment effect",677 "taxonomy_id": "flood_risk",678 "x_transform": "other",679 "x_unit": "binary",680 "beta": 0.0134,681 "se": 0.0122,682 "t": null,683 "p": null,684 "p_stars": "",685 "ci_lo": null,686 "ci_hi": null,687 "page": 15,688 "confidence": "high",689 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; here for counties with below-median climate change beliefs"690 },691 {692 "model_id": "T3B-c1",693 "var_name_printed": "Treatment effect × high climate change beliefs",694 "taxonomy_id": "flood_risk",695 "x_transform": "other",696 "x_unit": "binary",697 "beta": -0.0422,698 "se": 0.0178,699 "t": null,700 "p": null,701 "p_stars": "**",702 "ci_lo": null,703 "ci_hi": null,704 "page": 15,705 "confidence": "high",706 "notes": "triple interaction: flood-risk zone x post-flood x county above-median share believing in human-made climate change"707 },708 {709 "model_id": "T3B-c1",710 "var_name_printed": "High climate change beliefs",711 "taxonomy_id": "other",712 "x_transform": "dummy",713 "x_unit": "binary",714 "beta": 0.0252,715 "se": 0.0143,716 "t": null,717 "p": null,718 "p_stars": "*",719 "ci_lo": null,720 "ci_hi": null,721 "page": 15,722 "confidence": "high",723 "notes": "county-level indicator (above-median share of population believing in human-made climate change); not a property characteristic"724 },725 {726 "model_id": "T3A-c2",727 "var_name_printed": "Treatment effect",728 "taxonomy_id": "flood_risk",729 "x_transform": "other",730 "x_unit": "binary",731 "beta": -0.0589,732 "se": 0.0165,733 "t": null,734 "p": null,735 "p_stars": "***",736 "ci_lo": null,737 "ci_hi": null,738 "page": 15,739 "confidence": "high",740 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; here evaluated at distance 0 km to the flooded area"741 },742 {743 "model_id": "T3A-c2",744 "var_name_printed": "Treatment effect × distance to flooded area (km)",745 "taxonomy_id": "flood_risk",746 "x_transform": "other",747 "x_unit": "km",748 "beta": 0.0003,749 "se": 0.0001,750 "t": null,751 "p": null,752 "p_stars": "***",753 "ci_lo": null,754 "ci_hi": null,755 "page": 15,756 "confidence": "high",757 "notes": "triple interaction: flood-risk zone x post-flood x distance (km) to nearest potentially flooded area of the July 2021 flood"758 },759 {760 "model_id": "T3A-c2",761 "var_name_printed": "Distance to flooded area (km)",762 "taxonomy_id": "flood_risk",763 "x_transform": "level",764 "x_unit": "km",765 "beta": -0.0006,766 "se": 0.0002,767 "t": null,768 "p": null,769 "p_stars": "**",770 "ci_lo": null,771 "ci_hi": null,772 "page": 15,773 "confidence": "high",774 "notes": "uninteracted continuous distance from the house to the nearest potentially flooded area (July 2021 Western European flood), in km"775 },776 {777 "model_id": "T3B-c2",778 "var_name_printed": "Treatment effect",779 "taxonomy_id": "flood_risk",780 "x_transform": "other",781 "x_unit": "binary",782 "beta": 0.013,783 "se": 0.0122,784 "t": null,785 "p": null,786 "p_stars": "",787 "ci_lo": null,788 "ci_hi": null,789 "page": 15,790 "confidence": "high",791 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; here for counties with below-median climate change beliefs"792 },793 {794 "model_id": "T3B-c2",795 "var_name_printed": "Treatment effect × high climate change beliefs",796 "taxonomy_id": "flood_risk",797 "x_transform": "other",798 "x_unit": "binary",799 "beta": -0.041,800 "se": 0.0179,801 "t": null,802 "p": null,803 "p_stars": "**",804 "ci_lo": null,805 "ci_hi": null,806 "page": 15,807 "confidence": "high",808 "notes": "triple interaction: flood-risk zone x post-flood x county above-median share believing in human-made climate change"809 },810 {811 "model_id": "T3B-c2",812 "var_name_printed": "High climate change beliefs",813 "taxonomy_id": "other",814 "x_transform": "dummy",815 "x_unit": "binary",816 "beta": 0.0254,817 "se": 0.0144,818 "t": null,819 "p": null,820 "p_stars": "*",821 "ci_lo": null,822 "ci_hi": null,823 "page": 15,824 "confidence": "high",825 "notes": "county-level indicator (above-median share of population believing in human-made climate change); not a property characteristic"826 },827 {828 "model_id": "T3A-c3",829 "var_name_printed": "Treatment effect",830 "taxonomy_id": "flood_risk",831 "x_transform": "other",832 "x_unit": "binary",833 "beta": -0.0361,834 "se": 0.0179,835 "t": null,836 "p": null,837 "p_stars": "**",838 "ci_lo": null,839 "ci_hi": null,840 "page": 15,841 "confidence": "high",842 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; here evaluated at distance 0 km to the flooded area"843 },844 {845 "model_id": "T3A-c3",846 "var_name_printed": "Treatment effect × distance to flooded area (km)",847 "taxonomy_id": "flood_risk",848 "x_transform": "other",849 "x_unit": "km",850 "beta": 0.0002,851 "se": 0.0001,852 "t": null,853 "p": null,854 "p_stars": "***",855 "ci_lo": null,856 "ci_hi": null,857 "page": 15,858 "confidence": "high",859 "notes": "triple interaction: flood-risk zone x post-flood x distance (km) to nearest potentially flooded area of the July 2021 flood"860 },861 {862 "model_id": "T3A-c3",863 "var_name_printed": "Distance to flooded area (km)",864 "taxonomy_id": "flood_risk",865 "x_transform": "level",866 "x_unit": "km",867 "beta": -0.0029,868 "se": 0.0005,869 "t": null,870 "p": null,871 "p_stars": "***",872 "ci_lo": null,873 "ci_hi": null,874 "page": 15,875 "confidence": "high",876 "notes": "uninteracted continuous distance from the house to the nearest potentially flooded area (July 2021 Western European flood), in km"877 },878 {879 "model_id": "T3B-c3",880 "var_name_printed": "Treatment effect",881 "taxonomy_id": "flood_risk",882 "x_transform": "other",883 "x_unit": "binary",884 "beta": 0.0165,885 "se": 0.0131,886 "t": null,887 "p": null,888 "p_stars": "",889 "ci_lo": null,890 "ci_hi": null,891 "page": 15,892 "confidence": "high",893 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; here for counties with below-median climate change beliefs"894 },895 {896 "model_id": "T3B-c3",897 "var_name_printed": "Treatment effect × high climate change beliefs",898 "taxonomy_id": "flood_risk",899 "x_transform": "other",900 "x_unit": "binary",901 "beta": -0.0313,902 "se": 0.0187,903 "t": null,904 "p": null,905 "p_stars": "*",906 "ci_lo": null,907 "ci_hi": null,908 "page": 15,909 "confidence": "high",910 "notes": "triple interaction: flood-risk zone x post-flood x county above-median share believing in human-made climate change"911 },912 {913 "model_id": "T3B-c3",914 "var_name_printed": "High climate change beliefs",915 "taxonomy_id": "other",916 "x_transform": "dummy",917 "x_unit": "binary",918 "beta": 0.0915,919 "se": 0.0204,920 "t": null,921 "p": null,922 "p_stars": "***",923 "ci_lo": null,924 "ci_hi": null,925 "page": 15,926 "confidence": "high",927 "notes": "county-level indicator (above-median share of population believing in human-made climate change); not a property characteristic"928 },929 {930 "model_id": "T3A-c4",931 "var_name_printed": "Treatment effect",932 "taxonomy_id": "flood_risk",933 "x_transform": "other",934 "x_unit": "binary",935 "beta": -0.0421,936 "se": 0.0127,937 "t": null,938 "p": null,939 "p_stars": "***",940 "ci_lo": null,941 "ci_hi": null,942 "page": 15,943 "confidence": "high",944 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; here evaluated at distance 0 km to the flooded area"945 },946 {947 "model_id": "T3A-c4",948 "var_name_printed": "Treatment effect × distance to flooded area (km)",949 "taxonomy_id": "flood_risk",950 "x_transform": "other",951 "x_unit": "km",952 "beta": 0.0002,953 "se": 0.0001,954 "t": null,955 "p": null,956 "p_stars": "***",957 "ci_lo": null,958 "ci_hi": null,959 "page": 15,960 "confidence": "high",961 "notes": "triple interaction: flood-risk zone x post-flood x distance (km) to nearest potentially flooded area of the July 2021 flood"962 },963 {964 "model_id": "T3A-c4",965 "var_name_printed": "Distance to flooded area (km)",966 "taxonomy_id": "flood_risk",967 "x_transform": "level",968 "x_unit": "km",969 "beta": -0.0012,970 "se": 0.0045,971 "t": null,972 "p": null,973 "p_stars": "",974 "ci_lo": null,975 "ci_hi": null,976 "page": 15,977 "confidence": "high",978 "notes": "uninteracted continuous distance from the house to the nearest potentially flooded area (July 2021 Western European flood), in km"979 },980 {981 "model_id": "T3B-c4",982 "var_name_printed": "Treatment effect",983 "taxonomy_id": "flood_risk",984 "x_transform": "other",985 "x_unit": "binary",986 "beta": 0.0029,987 "se": 0.0109,988 "t": null,989 "p": null,990 "p_stars": "",991 "ci_lo": null,992 "ci_hi": null,993 "page": 15,994 "confidence": "high",995 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; here for counties with below-median climate change beliefs"996 },997 {998 "model_id": "T3B-c4",999 "var_name_printed": "Treatment effect × high climate change beliefs",1000 "taxonomy_id": "flood_risk",1001 "x_transform": "other",1002 "x_unit": "binary",1003 "beta": -0.0218,1004 "se": 0.0149,1005 "t": null,1006 "p": null,1007 "p_stars": "",1008 "ci_lo": null,1009 "ci_hi": null,1010 "page": 15,1011 "confidence": "high",1012 "notes": "triple interaction: flood-risk zone x post-flood x county above-median share believing in human-made climate change"1013 },1014 {1015 "model_id": "T3B-c4",1016 "var_name_printed": "High climate change beliefs",1017 "taxonomy_id": "other",1018 "x_transform": "dummy",1019 "x_unit": "binary",1020 "beta": -0.0125,1021 "se": 0.0148,1022 "t": null,1023 "p": null,1024 "p_stars": "",1025 "ci_lo": null,1026 "ci_hi": null,1027 "page": 15,1028 "confidence": "high",1029 "notes": "county-level indicator (above-median share of population believing in human-made climate change); not a property characteristic"1030 },1031 {1032 "model_id": "T3A-c5",1033 "var_name_printed": "Treatment effect",1034 "taxonomy_id": "flood_risk",1035 "x_transform": "other",1036 "x_unit": "binary",1037 "beta": -0.0585,1038 "se": 0.0166,1039 "t": null,1040 "p": null,1041 "p_stars": "***",1042 "ci_lo": null,1043 "ci_hi": null,1044 "page": 15,1045 "confidence": "high",1046 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; here evaluated at distance 0 km to the flooded area"1047 },1048 {1049 "model_id": "T3A-c5",1050 "var_name_printed": "Treatment effect × distance to flooded area (km)",1051 "taxonomy_id": "flood_risk",1052 "x_transform": "other",1053 "x_unit": "km",1054 "beta": 0.0003,1055 "se": 0.0001,1056 "t": null,1057 "p": null,1058 "p_stars": "***",1059 "ci_lo": null,1060 "ci_hi": null,1061 "page": 15,1062 "confidence": "high",1063 "notes": "triple interaction: flood-risk zone x post-flood x distance (km) to nearest potentially flooded area of the July 2021 flood"1064 },1065 {1066 "model_id": "T3A-c5",1067 "var_name_printed": "Distance to flooded area (km)",1068 "taxonomy_id": "flood_risk",1069 "x_transform": "level",1070 "x_unit": "km",1071 "beta": -0.003,1072 "se": 0.0007,1073 "t": null,1074 "p": null,1075 "p_stars": "***",1076 "ci_lo": null,1077 "ci_hi": null,1078 "page": 15,1079 "confidence": "high",1080 "notes": "uninteracted continuous distance from the house to the nearest potentially flooded area (July 2021 Western European flood), in km"1081 },1082 {1083 "model_id": "T3B-c5",1084 "var_name_printed": "Treatment effect",1085 "taxonomy_id": "flood_risk",1086 "x_transform": "other",1087 "x_unit": "binary",1088 "beta": 0.0088,1089 "se": 0.0129,1090 "t": null,1091 "p": null,1092 "p_stars": "",1093 "ci_lo": null,1094 "ci_hi": null,1095 "page": 15,1096 "confidence": "high",1097 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; here for counties with below-median climate change beliefs"1098 },1099 {1100 "model_id": "T3B-c5",1101 "var_name_printed": "Treatment effect × high climate change beliefs",1102 "taxonomy_id": "flood_risk",1103 "x_transform": "other",1104 "x_unit": "binary",1105 "beta": -0.0377,1106 "se": 0.018,1107 "t": null,1108 "p": null,1109 "p_stars": "**",1110 "ci_lo": null,1111 "ci_hi": null,1112 "page": 15,1113 "confidence": "high",1114 "notes": "triple interaction: flood-risk zone x post-flood x county above-median share believing in human-made climate change"1115 },1116 {1117 "model_id": "T3B-c5",1118 "var_name_printed": "High climate change beliefs",1119 "taxonomy_id": "other",1120 "x_transform": "dummy",1121 "x_unit": "binary",1122 "beta": 0.0227,1123 "se": 0.015,1124 "t": null,1125 "p": null,1126 "p_stars": "",1127 "ci_lo": null,1128 "ci_hi": null,1129 "page": 15,1130 "confidence": "high",1131 "notes": "county-level indicator (above-median share of population believing in human-made climate change); not a property characteristic"1132 },1133 {1134 "model_id": "T4avg-c1",1135 "var_name_printed": "Treatment effect",1136 "taxonomy_id": "flood_risk",1137 "x_transform": "other",1138 "x_unit": "binary",1139 "beta": -0.0063,1140 "se": 0.0103,1141 "t": null,1142 "p": null,1143 "p_stars": "",1144 "ci_lo": null,1145 "ci_hi": null,1146 "page": 21,1147 "confidence": "high",1148 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed"1149 },1150 {1151 "model_id": "T4dist-c1",1152 "var_name_printed": "Treatment effect",1153 "taxonomy_id": "flood_risk",1154 "x_transform": "other",1155 "x_unit": "binary",1156 "beta": -0.0629,1157 "se": 0.0168,1158 "t": null,1159 "p": null,1160 "p_stars": "***",1161 "ci_lo": null,1162 "ci_hi": null,1163 "page": 21,1164 "confidence": "high",1165 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; evaluated at distance 0 km"1166 },1167 {1168 "model_id": "T4dist-c1",1169 "var_name_printed": "Treatment effect × distance to flooded area (km)",1170 "taxonomy_id": "flood_risk",1171 "x_transform": "other",1172 "x_unit": "km",1173 "beta": 0.0003,1174 "se": 0.0001,1175 "t": null,1176 "p": null,1177 "p_stars": "***",1178 "ci_lo": null,1179 "ci_hi": null,1180 "page": 21,1181 "confidence": "high",1182 "notes": "triple interaction: flood-risk zone x post-flood x distance (km) to flooded area"1183 },1184 {1185 "model_id": "T4belief-c1",1186 "var_name_printed": "Treatment effect",1187 "taxonomy_id": "flood_risk",1188 "x_transform": "other",1189 "x_unit": "binary",1190 "beta": 0.0108,1191 "se": 0.0129,1192 "t": null,1193 "p": null,1194 "p_stars": "",1195 "ci_lo": null,1196 "ci_hi": null,1197 "page": 21,1198 "confidence": "high",1199 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; for low-belief counties"1200 },1201 {1202 "model_id": "T4belief-c1",1203 "var_name_printed": "Treatment effect × high climate change beliefs",1204 "taxonomy_id": "flood_risk",1205 "x_transform": "other",1206 "x_unit": "binary",1207 "beta": -0.0401,1208 "se": 0.0179,1209 "t": null,1210 "p": null,1211 "p_stars": "**",1212 "ci_lo": null,1213 "ci_hi": null,1214 "page": 21,1215 "confidence": "high",1216 "notes": "triple interaction: flood-risk zone x post-flood x high climate change belief county"1217 },1218 {1219 "model_id": "T4avg-c2",1220 "var_name_printed": "Treatment effect",1221 "taxonomy_id": "flood_risk",1222 "x_transform": "other",1223 "x_unit": "binary",1224 "beta": -0.0156,1225 "se": 0.0106,1226 "t": null,1227 "p": null,1228 "p_stars": "",1229 "ci_lo": null,1230 "ci_hi": null,1231 "page": 21,1232 "confidence": "high",1233 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed"1234 },1235 {1236 "model_id": "T4dist-c2",1237 "var_name_printed": "Treatment effect",1238 "taxonomy_id": "flood_risk",1239 "x_transform": "other",1240 "x_unit": "binary",1241 "beta": -0.0729,1242 "se": 0.0156,1243 "t": null,1244 "p": null,1245 "p_stars": "***",1246 "ci_lo": null,1247 "ci_hi": null,1248 "page": 21,1249 "confidence": "high",1250 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; evaluated at distance 0 km"1251 },1252 {1253 "model_id": "T4dist-c2",1254 "var_name_printed": "Treatment effect × distance to flooded area (km)",1255 "taxonomy_id": "flood_risk",1256 "x_transform": "other",1257 "x_unit": "km",1258 "beta": 0.0004,1259 "se": 0.0001,1260 "t": null,1261 "p": null,1262 "p_stars": "***",1263 "ci_lo": null,1264 "ci_hi": null,1265 "page": 21,1266 "confidence": "high",1267 "notes": "triple interaction: flood-risk zone x post-flood x distance (km) to flooded area"1268 },1269 {1270 "model_id": "T4belief-c2",1271 "var_name_printed": "Treatment effect",1272 "taxonomy_id": "flood_risk",1273 "x_transform": "other",1274 "x_unit": "binary",1275 "beta": 0.0064,1276 "se": 0.0134,1277 "t": null,1278 "p": null,1279 "p_stars": "",1280 "ci_lo": null,1281 "ci_hi": null,1282 "page": 21,1283 "confidence": "high",1284 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; for low-belief counties"1285 },1286 {1287 "model_id": "T4belief-c2",1288 "var_name_printed": "Treatment effect × high climate change beliefs",1289 "taxonomy_id": "flood_risk",1290 "x_transform": "other",1291 "x_unit": "binary",1292 "beta": -0.049,1293 "se": 0.0172,1294 "t": null,1295 "p": null,1296 "p_stars": "***",1297 "ci_lo": null,1298 "ci_hi": null,1299 "page": 21,1300 "confidence": "high",1301 "notes": "triple interaction: flood-risk zone x post-flood x high climate change belief county"1302 },1303 {1304 "model_id": "T4avg-c3",1305 "var_name_printed": "Treatment effect",1306 "taxonomy_id": "flood_risk",1307 "x_transform": "other",1308 "x_unit": "binary",1309 "beta": 0.0026,1310 "se": 0.0103,1311 "t": null,1312 "p": null,1313 "p_stars": "",1314 "ci_lo": null,1315 "ci_hi": null,1316 "page": 21,1317 "confidence": "high",1318 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed"1319 },1320 {1321 "model_id": "T4dist-c3",1322 "var_name_printed": "Treatment effect",1323 "taxonomy_id": "flood_risk",1324 "x_transform": "other",1325 "x_unit": "binary",1326 "beta": -0.0428,1327 "se": 0.0166,1328 "t": null,1329 "p": null,1330 "p_stars": "***",1331 "ci_lo": null,1332 "ci_hi": null,1333 "page": 21,1334 "confidence": "high",1335 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; evaluated at distance 0 km"1336 },1337 {1338 "model_id": "T4dist-c3",1339 "var_name_printed": "Treatment effect × distance to flooded area (km)",1340 "taxonomy_id": "flood_risk",1341 "x_transform": "other",1342 "x_unit": "km",1343 "beta": 0.0003,1344 "se": 0.0001,1345 "t": null,1346 "p": null,1347 "p_stars": "***",1348 "ci_lo": null,1349 "ci_hi": null,1350 "page": 21,1351 "confidence": "high",1352 "notes": "triple interaction: flood-risk zone x post-flood x distance (km) to flooded area"1353 },1354 {1355 "model_id": "T4belief-c3",1356 "var_name_printed": "Treatment effect",1357 "taxonomy_id": "flood_risk",1358 "x_transform": "other",1359 "x_unit": "binary",1360 "beta": 0.0152,1361 "se": 0.0131,1362 "t": null,1363 "p": null,1364 "p_stars": "",1365 "ci_lo": null,1366 "ci_hi": null,1367 "page": 21,1368 "confidence": "high",1369 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; for low-belief counties"1370 },1371 {1372 "model_id": "T4belief-c3",1373 "var_name_printed": "Treatment effect × high climate change beliefs",1374 "taxonomy_id": "flood_risk",1375 "x_transform": "other",1376 "x_unit": "binary",1377 "beta": -0.0297,1378 "se": 0.0179,1379 "t": null,1380 "p": null,1381 "p_stars": "*",1382 "ci_lo": null,1383 "ci_hi": null,1384 "page": 21,1385 "confidence": "high",1386 "notes": "triple interaction: flood-risk zone x post-flood x high climate change belief county"1387 },1388 {1389 "model_id": "T4avg-c4",1390 "var_name_printed": "Treatment effect",1391 "taxonomy_id": "flood_risk",1392 "x_transform": "other",1393 "x_unit": "binary",1394 "beta": -0.0021,1395 "se": 0.0102,1396 "t": null,1397 "p": null,1398 "p_stars": "",1399 "ci_lo": null,1400 "ci_hi": null,1401 "page": 21,1402 "confidence": "high",1403 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed"1404 },1405 {1406 "model_id": "T4dist-c4",1407 "var_name_printed": "Treatment effect",1408 "taxonomy_id": "flood_risk",1409 "x_transform": "other",1410 "x_unit": "binary",1411 "beta": -0.0503,1412 "se": 0.0165,1413 "t": null,1414 "p": null,1415 "p_stars": "***",1416 "ci_lo": null,1417 "ci_hi": null,1418 "page": 21,1419 "confidence": "high",1420 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; evaluated at distance 0 km"1421 },1422 {1423 "model_id": "T4dist-c4",1424 "var_name_printed": "Treatment effect × distance to flooded area (km)",1425 "taxonomy_id": "flood_risk",1426 "x_transform": "other",1427 "x_unit": "km",1428 "beta": 0.0003,1429 "se": 0.0001,1430 "t": null,1431 "p": null,1432 "p_stars": "***",1433 "ci_lo": null,1434 "ci_hi": null,1435 "page": 21,1436 "confidence": "high",1437 "notes": "triple interaction: flood-risk zone x post-flood x distance (km) to flooded area"1438 },1439 {1440 "model_id": "T4belief-c4",1441 "var_name_printed": "Treatment effect",1442 "taxonomy_id": "flood_risk",1443 "x_transform": "other",1444 "x_unit": "binary",1445 "beta": 0.0125,1446 "se": 0.0132,1447 "t": null,1448 "p": null,1449 "p_stars": "",1450 "ci_lo": null,1451 "ci_hi": null,1452 "page": 21,1453 "confidence": "high",1454 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; for low-belief counties"1455 },1456 {1457 "model_id": "T4belief-c4",1458 "var_name_printed": "Treatment effect × high climate change beliefs",1459 "taxonomy_id": "flood_risk",1460 "x_transform": "other",1461 "x_unit": "binary",1462 "beta": -0.0341,1463 "se": 0.0181,1464 "t": null,1465 "p": null,1466 "p_stars": "*",1467 "ci_lo": null,1468 "ci_hi": null,1469 "page": 21,1470 "confidence": "high",1471 "notes": "triple interaction: flood-risk zone x post-flood x high climate change belief county"1472 },1473 {1474 "model_id": "T4avg-c5",1475 "var_name_printed": "Treatment effect",1476 "taxonomy_id": "flood_risk",1477 "x_transform": "other",1478 "x_unit": "binary",1479 "beta": -0.0053,1480 "se": 0.0107,1481 "t": null,1482 "p": null,1483 "p_stars": "",1484 "ci_lo": null,1485 "ci_hi": null,1486 "page": 21,1487 "confidence": "high",1488 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed"1489 },1490 {1491 "model_id": "T4dist-c5",1492 "var_name_printed": "Treatment effect",1493 "taxonomy_id": "flood_risk",1494 "x_transform": "other",1495 "x_unit": "binary",1496 "beta": -0.069,1497 "se": 0.0197,1498 "t": null,1499 "p": null,1500 "p_stars": "***",1501 "ci_lo": null,1502 "ci_hi": null,1503 "page": 21,1504 "confidence": "high",1505 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; evaluated at distance 0 km"1506 },1507 {1508 "model_id": "T4dist-c5",1509 "var_name_printed": "Treatment effect × distance to flooded area (km)",1510 "taxonomy_id": "flood_risk",1511 "x_transform": "other",1512 "x_unit": "km",1513 "beta": 0.0004,1514 "se": 0.0001,1515 "t": null,1516 "p": null,1517 "p_stars": "***",1518 "ci_lo": null,1519 "ci_hi": null,1520 "page": 21,1521 "confidence": "high",1522 "notes": "triple interaction: flood-risk zone x post-flood x distance (km) to flooded area"1523 },1524 {1525 "model_id": "T4belief-c5",1526 "var_name_printed": "Treatment effect",1527 "taxonomy_id": "flood_risk",1528 "x_transform": "other",1529 "x_unit": "binary",1530 "beta": 0.0141,1531 "se": 0.0137,1532 "t": null,1533 "p": null,1534 "p_stars": "",1535 "ci_lo": null,1536 "ci_hi": null,1537 "page": 21,1538 "confidence": "high",1539 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; for low-belief counties"1540 },1541 {1542 "model_id": "T4belief-c5",1543 "var_name_printed": "Treatment effect × high climate change beliefs",1544 "taxonomy_id": "flood_risk",1545 "x_transform": "other",1546 "x_unit": "binary",1547 "beta": -0.046,1548 "se": 0.0192,1549 "t": null,1550 "p": null,1551 "p_stars": "**",1552 "ci_lo": null,1553 "ci_hi": null,1554 "page": 21,1555 "confidence": "high",1556 "notes": "triple interaction: flood-risk zone x post-flood x high climate change belief county"1557 },1558 {1559 "model_id": "T4avg-c6",1560 "var_name_printed": "Treatment effect",1561 "taxonomy_id": "flood_risk",1562 "x_transform": "other",1563 "x_unit": "binary",1564 "beta": -0.008,1565 "se": 0.0097,1566 "t": null,1567 "p": null,1568 "p_stars": "",1569 "ci_lo": null,1570 "ci_hi": null,1571 "page": 21,1572 "confidence": "high",1573 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed"1574 },1575 {1576 "model_id": "T4dist-c6",1577 "var_name_printed": "Treatment effect",1578 "taxonomy_id": "flood_risk",1579 "x_transform": "other",1580 "x_unit": "binary",1581 "beta": -0.0734,1582 "se": 0.0163,1583 "t": null,1584 "p": null,1585 "p_stars": "***",1586 "ci_lo": null,1587 "ci_hi": null,1588 "page": 21,1589 "confidence": "high",1590 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; evaluated at distance 0 km"1591 },1592 {1593 "model_id": "T4dist-c6",1594 "var_name_printed": "Treatment effect × distance to flooded area (km)",1595 "taxonomy_id": "flood_risk",1596 "x_transform": "other",1597 "x_unit": "km",1598 "beta": 0.0003,1599 "se": 0.0001,1600 "t": null,1601 "p": null,1602 "p_stars": "***",1603 "ci_lo": null,1604 "ci_hi": null,1605 "page": 21,1606 "confidence": "high",1607 "notes": "triple interaction: flood-risk zone x post-flood x distance (km) to flooded area"1608 },1609 {1610 "model_id": "T4belief-c6",1611 "var_name_printed": "Treatment effect",1612 "taxonomy_id": "flood_risk",1613 "x_transform": "other",1614 "x_unit": "binary",1615 "beta": 0.0141,1616 "se": 0.0122,1617 "t": null,1618 "p": null,1619 "p_stars": "",1620 "ci_lo": null,1621 "ci_hi": null,1622 "page": 21,1623 "confidence": "high",1624 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; for low-belief counties"1625 },1626 {1627 "model_id": "T4belief-c6",1628 "var_name_printed": "Treatment effect × high climate change beliefs",1629 "taxonomy_id": "flood_risk",1630 "x_transform": "other",1631 "x_unit": "binary",1632 "beta": -0.0503,1633 "se": 0.0172,1634 "t": null,1635 "p": null,1636 "p_stars": "***",1637 "ci_lo": null,1638 "ci_hi": null,1639 "page": 21,1640 "confidence": "high",1641 "notes": "triple interaction: flood-risk zone x post-flood x high climate change belief county"1642 },1643 {1644 "model_id": "T4avg-c7",1645 "var_name_printed": "Treatment effect",1646 "taxonomy_id": "flood_risk",1647 "x_transform": "other",1648 "x_unit": "binary",1649 "beta": 0.0047,1650 "se": 0.0071,1651 "t": null,1652 "p": null,1653 "p_stars": "",1654 "ci_lo": null,1655 "ci_hi": null,1656 "page": 21,1657 "confidence": "high",1658 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed"1659 },1660 {1661 "model_id": "T4dist-c7",1662 "var_name_printed": "Treatment effect",1663 "taxonomy_id": "flood_risk",1664 "x_transform": "other",1665 "x_unit": "binary",1666 "beta": -0.007,1667 "se": 0.0108,1668 "t": null,1669 "p": null,1670 "p_stars": "",1671 "ci_lo": null,1672 "ci_hi": null,1673 "page": 21,1674 "confidence": "high",1675 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; evaluated at distance 0 km"1676 },1677 {1678 "model_id": "T4dist-c7",1679 "var_name_printed": "Treatment effect × distance to flooded area (km)",1680 "taxonomy_id": "flood_risk",1681 "x_transform": "other",1682 "x_unit": "km",1683 "beta": 0.0001,1684 "se": 0.0001,1685 "t": null,1686 "p": null,1687 "p_stars": "",1688 "ci_lo": null,1689 "ci_hi": null,1690 "page": 21,1691 "confidence": "high",1692 "notes": "triple interaction: flood-risk zone x post-flood x distance (km) to flooded area"1693 },1694 {1695 "model_id": "T4belief-c7",1696 "var_name_printed": "Treatment effect",1697 "taxonomy_id": "flood_risk",1698 "x_transform": "other",1699 "x_unit": "binary",1700 "beta": 0.0029,1701 "se": 0.0096,1702 "t": null,1703 "p": null,1704 "p_stars": "",1705 "ci_lo": null,1706 "ci_hi": null,1707 "page": 21,1708 "confidence": "high",1709 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; for low-belief counties"1710 },1711 {1712 "model_id": "T4belief-c7",1713 "var_name_printed": "Treatment effect × high climate change beliefs",1714 "taxonomy_id": "flood_risk",1715 "x_transform": "other",1716 "x_unit": "binary",1717 "beta": 0.0042,1718 "se": 0.0123,1719 "t": null,1720 "p": null,1721 "p_stars": "",1722 "ci_lo": null,1723 "ci_hi": null,1724 "page": 21,1725 "confidence": "high",1726 "notes": "triple interaction: flood-risk zone x post-flood x high climate change belief county"1727 },1728 {1729 "model_id": "T4avg-c8",1730 "var_name_printed": "Treatment effect",1731 "taxonomy_id": "flood_risk",1732 "x_transform": "other",1733 "x_unit": "binary",1734 "beta": 0.0049,1735 "se": 0.0074,1736 "t": null,1737 "p": null,1738 "p_stars": "",1739 "ci_lo": null,1740 "ci_hi": null,1741 "page": 21,1742 "confidence": "high",1743 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed"1744 },1745 {1746 "model_id": "T4dist-c8",1747 "var_name_printed": "Treatment effect",1748 "taxonomy_id": "flood_risk",1749 "x_transform": "other",1750 "x_unit": "binary",1751 "beta": -0.0092,1752 "se": 0.0112,1753 "t": null,1754 "p": null,1755 "p_stars": "",1756 "ci_lo": null,1757 "ci_hi": null,1758 "page": 21,1759 "confidence": "high",1760 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; evaluated at distance 0 km"1761 },1762 {1763 "model_id": "T4dist-c8",1764 "var_name_printed": "Treatment effect × distance to flooded area (km)",1765 "taxonomy_id": "flood_risk",1766 "x_transform": "other",1767 "x_unit": "km",1768 "beta": 0.0001,1769 "se": 0.0001,1770 "t": null,1771 "p": null,1772 "p_stars": "",1773 "ci_lo": null,1774 "ci_hi": null,1775 "page": 21,1776 "confidence": "high",1777 "notes": "triple interaction: flood-risk zone x post-flood x distance (km) to flooded area"1778 },1779 {1780 "model_id": "T4belief-c8",1781 "var_name_printed": "Treatment effect",1782 "taxonomy_id": "flood_risk",1783 "x_transform": "other",1784 "x_unit": "binary",1785 "beta": 0.0068,1786 "se": 0.0101,1787 "t": null,1788 "p": null,1789 "p_stars": "",1790 "ci_lo": null,1791 "ci_hi": null,1792 "page": 21,1793 "confidence": "high",1794 "notes": "DiD treatment effect = flood-risk-zone indicator x post-July-2021-flood indicator (interaction); treatment group dummy and post dummy included but not printed; property characteristics (construction year categories, living space, floors, rooms, cellar, condition) included but not printed; for low-belief counties"1795 },1796 {1797 "model_id": "T4belief-c8",1798 "var_name_printed": "Treatment effect × high climate change beliefs",1799 "taxonomy_id": "flood_risk",1800 "x_transform": "other",1801 "x_unit": "binary",1802 "beta": -0.0044,1803 "se": 0.0127,1804 "t": null,1805 "p": null,1806 "p_stars": "",1807 "ci_lo": null,1808 "ci_hi": null,1809 "page": 21,1810 "confidence": "high",1811 "notes": "triple interaction: flood-risk zone x post-flood x high climate change belief county"1812 }1813 ]1814}