1{2 "record_id": "91b7dd63d779b9bfc5961da2cf5599ed5160c16d",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "Stratification and Public Utility Services in Colombia: Subsidies to Households or Distortion of Housing Prices?",7 "year": 2006,8 "doi": "10.32468/be.422",9 "country": "Colombia",10 "region_city": "Bogota",11 "sample_start": 2000,12 "sample_end": 2003,13 "property_type": "mixed",14 "price_type": "appraisal",15 "data_source": "Encuesta de Calidad de Vida 2003 (ECV2003) merged with DACD cadastral appraisals (Bogota district cadastre, collected 2000)",16 "document_type": "working_paper",17 "estimators": [18 "OLS",19 "IV"20 ],21 "spatial_method": "boundary (stratum border) fixed effects, RD design",22 "time_fe": false,23 "location_fe": true,24 "se_type": "robust",25 "n_obs_total": 5292,26 "ai_methods": [],27 "notes": "Banco de la Republica Borradores de Economia 422; published in Economia (LACEA) Spring 2007. Dependent variable = log cadastral appraisal of the dwelling. Main interest: capitalisation of utility cross-subsidies (energy, water/sewerage, gas) into house values. Tables 6 (OLS) and 7 (IV) report only subsidy coefficients for 10 bandwidth columns each; columns A, B and C (500 m) extracted. Full hedonic controls for column A are in Appendix A-5 (t-statistics based on robust SEs; 19 neighbourhood FE). Land*stratum and built-area*stratum interactions not extracted. No star legend; p_stars left empty. Table 11 (with property tax rate) not extracted."28 },29 "models": [30 {31 "model_id": "T6-cA",32 "table": "6",33 "column": "A (whole sample, eq. 1)",34 "page": 22,35 "dep_var": "logarithm of house valuation (DACD cadastral appraisal, Colombian pesos)",36 "dep_transform": "log",37 "estimator": "OLS",38 "n_obs": 5292,39 "r2": 0.8715,40 "se_or_t_in_parentheses": "se",41 "sample_subset": "Whole sample, no boundary dummies, 19 Bogota neighbourhood FE, disaggregated subsidies; full set of hedonic controls reported in Appendix A-5 (pp.45-46, t-statistics)"42 },43 {44 "model_id": "T6-cB",45 "table": "6",46 "column": "B (whole sample, eq. 2)",47 "page": 22,48 "dep_var": "logarithm of house valuation (DACD cadastral appraisal, Colombian pesos)",49 "dep_transform": "log",50 "estimator": "OLS",51 "n_obs": 5292,52 "r2": 0.8823,53 "se_or_t_in_parentheses": "se",54 "sample_subset": "Whole sample with stratum-boundary dummies (RD design); only subsidy coefficients reported"55 },56 {57 "model_id": "T6-cC",58 "table": "6",59 "column": "C (500m)",60 "page": 22,61 "dep_var": "logarithm of house valuation (DACD cadastral appraisal, Colombian pesos)",62 "dep_transform": "log",63 "estimator": "OLS",64 "n_obs": 2085,65 "r2": 0.9049,66 "se_or_t_in_parentheses": "se",67 "sample_subset": "Houses within 500 m of each other across a stratum boundary (~250 m from boundary) with boundary dummies; only subsidy coefficients reported"68 },69 {70 "model_id": "T7-cA",71 "table": "7",72 "column": "A (all sample, eq. 1)",73 "page": 25,74 "dep_var": "logarithm of house valuation (DACD cadastral appraisal, Colombian pesos)",75 "dep_transform": "log",76 "estimator": "IV",77 "n_obs": 5155,78 "r2": 0.8741,79 "se_or_t_in_parentheses": "se",80 "sample_subset": "IV: stratum instrumented to correct measurement error; whole sample, no boundary dummies"81 },82 {83 "model_id": "T7-cB",84 "table": "7",85 "column": "B (all sample, eq. 2)",86 "page": 25,87 "dep_var": "logarithm of house valuation (DACD cadastral appraisal, Colombian pesos)",88 "dep_transform": "log",89 "estimator": "IV",90 "n_obs": 5155,91 "r2": 0.8837,92 "se_or_t_in_parentheses": "se",93 "sample_subset": "IV with boundary dummies, whole sample"94 },95 {96 "model_id": "T7-cC",97 "table": "7",98 "column": "C (500m)",99 "page": 25,100 "dep_var": "logarithm of house valuation (DACD cadastral appraisal, Colombian pesos)",101 "dep_transform": "log",102 "estimator": "IV",103 "n_obs": 2002,104 "r2": 0.9057,105 "se_or_t_in_parentheses": "se",106 "sample_subset": "IV with boundary dummies, houses within 500 m across boundary (preferred RD estimate)"107 }108 ],109 "coefficients": [110 {111 "model_id": "T6-cA",112 "var_name_printed": "Energy",113 "taxonomy_id": "public_services",114 "x_transform": "level",115 "x_unit": "currency (COP per month)",116 "beta": 3.55e-06,117 "se": 1.28e-06,118 "t": null,119 "p": null,120 "p_stars": "",121 "ci_lo": null,122 "ci_hi": null,123 "page": 22,124 "confidence": "high",125 "notes": "Monthly energy (electricity) subsidy, Colombian pesos; utility cross-subsidy received by the household (negative = contribution)"126 },127 {128 "model_id": "T6-cA",129 "var_name_printed": "Water and sewerage",130 "taxonomy_id": "public_services",131 "x_transform": "level",132 "x_unit": "currency (COP per month)",133 "beta": 2.41e-06,134 "se": 5.32e-07,135 "t": null,136 "p": null,137 "p_stars": "",138 "ci_lo": null,139 "ci_hi": null,140 "page": 22,141 "confidence": "high",142 "notes": "Monthly piped water and sewerage subsidy, COP; utility cross-subsidy received by the household (negative = contribution)"143 },144 {145 "model_id": "T6-cA",146 "var_name_printed": "Piped gas",147 "taxonomy_id": "public_services",148 "x_transform": "level",149 "x_unit": "currency (COP per month)",150 "beta": -2.91e-06,151 "se": 4.75e-06,152 "t": null,153 "p": null,154 "p_stars": "",155 "ci_lo": null,156 "ci_hi": null,157 "page": 22,158 "confidence": "high",159 "notes": "Monthly piped gas subsidy, COP; utility cross-subsidy received by the household (negative = contribution)"160 },161 {162 "model_id": "T6-cA",163 "var_name_printed": "Energy squared",164 "taxonomy_id": "public_services",165 "x_transform": "squared",166 "x_unit": "currency (COP per month) squared",167 "beta": 1.1e-10,168 "se": 3.91e-11,169 "t": null,170 "p": null,171 "p_stars": "",172 "ci_lo": null,173 "ci_hi": null,174 "page": 22,175 "confidence": "high",176 "notes": "Quadratic term of the monthly utility subsidy; utility cross-subsidy received by the household (negative = contribution)"177 },178 {179 "model_id": "T6-cA",180 "var_name_printed": "Water and sewerage squared",181 "taxonomy_id": "public_services",182 "x_transform": "squared",183 "x_unit": "currency (COP per month) squared",184 "beta": 4.58e-13,185 "se": 7.22e-12,186 "t": null,187 "p": null,188 "p_stars": "",189 "ci_lo": null,190 "ci_hi": null,191 "page": 22,192 "confidence": "high",193 "notes": "Quadratic term of the monthly utility subsidy; utility cross-subsidy received by the household (negative = contribution)"194 },195 {196 "model_id": "T6-cA",197 "var_name_printed": "Piped gas squared",198 "taxonomy_id": "public_services",199 "x_transform": "squared",200 "x_unit": "currency (COP per month) squared",201 "beta": 6.32e-10,202 "se": 7.05e-10,203 "t": null,204 "p": null,205 "p_stars": "",206 "ci_lo": null,207 "ci_hi": null,208 "page": 22,209 "confidence": "high",210 "notes": "Quadratic term of the monthly utility subsidy; utility cross-subsidy received by the household (negative = contribution)"211 },212 {213 "model_id": "T6-cB",214 "var_name_printed": "Energy",215 "taxonomy_id": "public_services",216 "x_transform": "level",217 "x_unit": "currency (COP per month)",218 "beta": 3.51e-06,219 "se": 1.22e-06,220 "t": null,221 "p": null,222 "p_stars": "",223 "ci_lo": null,224 "ci_hi": null,225 "page": 22,226 "confidence": "high",227 "notes": "Monthly energy (electricity) subsidy, Colombian pesos; utility cross-subsidy received by the household (negative = contribution)"228 },229 {230 "model_id": "T6-cB",231 "var_name_printed": "Water and sewerage",232 "taxonomy_id": "public_services",233 "x_transform": "level",234 "x_unit": "currency (COP per month)",235 "beta": 2.07e-06,236 "se": 5.59e-07,237 "t": null,238 "p": null,239 "p_stars": "",240 "ci_lo": null,241 "ci_hi": null,242 "page": 22,243 "confidence": "high",244 "notes": "Monthly piped water and sewerage subsidy, COP; utility cross-subsidy received by the household (negative = contribution)"245 },246 {247 "model_id": "T6-cB",248 "var_name_printed": "Piped gas",249 "taxonomy_id": "public_services",250 "x_transform": "level",251 "x_unit": "currency (COP per month)",252 "beta": -2.17e-07,253 "se": 4.61e-06,254 "t": null,255 "p": null,256 "p_stars": "",257 "ci_lo": null,258 "ci_hi": null,259 "page": 22,260 "confidence": "high",261 "notes": "Monthly piped gas subsidy, COP; utility cross-subsidy received by the household (negative = contribution)"262 },263 {264 "model_id": "T6-cB",265 "var_name_printed": "Energy squared",266 "taxonomy_id": "public_services",267 "x_transform": "squared",268 "x_unit": "currency (COP per month) squared",269 "beta": 1.02e-10,270 "se": 3.64e-11,271 "t": null,272 "p": null,273 "p_stars": "",274 "ci_lo": null,275 "ci_hi": null,276 "page": 22,277 "confidence": "high",278 "notes": "Quadratic term of the monthly utility subsidy; utility cross-subsidy received by the household (negative = contribution)"279 },280 {281 "model_id": "T6-cB",282 "var_name_printed": "Water and sewerage squared",283 "taxonomy_id": "public_services",284 "x_transform": "squared",285 "x_unit": "currency (COP per month) squared",286 "beta": -3.63e-14,287 "se": 8.48e-12,288 "t": null,289 "p": null,290 "p_stars": "",291 "ci_lo": null,292 "ci_hi": null,293 "page": 22,294 "confidence": "high",295 "notes": "Quadratic term of the monthly utility subsidy; utility cross-subsidy received by the household (negative = contribution)"296 },297 {298 "model_id": "T6-cB",299 "var_name_printed": "Piped gas squared",300 "taxonomy_id": "public_services",301 "x_transform": "squared",302 "x_unit": "currency (COP per month) squared",303 "beta": 2.19e-10,304 "se": 6.89e-10,305 "t": null,306 "p": null,307 "p_stars": "",308 "ci_lo": null,309 "ci_hi": null,310 "page": 22,311 "confidence": "high",312 "notes": "Quadratic term of the monthly utility subsidy; utility cross-subsidy received by the household (negative = contribution)"313 },314 {315 "model_id": "T6-cC",316 "var_name_printed": "Energy",317 "taxonomy_id": "public_services",318 "x_transform": "level",319 "x_unit": "currency (COP per month)",320 "beta": 5.21e-06,321 "se": 1.83e-06,322 "t": null,323 "p": null,324 "p_stars": "",325 "ci_lo": null,326 "ci_hi": null,327 "page": 22,328 "confidence": "high",329 "notes": "Monthly energy (electricity) subsidy, Colombian pesos; utility cross-subsidy received by the household (negative = contribution)"330 },331 {332 "model_id": "T6-cC",333 "var_name_printed": "Water and sewerage",334 "taxonomy_id": "public_services",335 "x_transform": "level",336 "x_unit": "currency (COP per month)",337 "beta": 2.13e-06,338 "se": 9.1e-07,339 "t": null,340 "p": null,341 "p_stars": "",342 "ci_lo": null,343 "ci_hi": null,344 "page": 22,345 "confidence": "high",346 "notes": "Monthly piped water and sewerage subsidy, COP; utility cross-subsidy received by the household (negative = contribution)"347 },348 {349 "model_id": "T6-cC",350 "var_name_printed": "Piped gas",351 "taxonomy_id": "public_services",352 "x_transform": "level",353 "x_unit": "currency (COP per month)",354 "beta": -1.34e-06,355 "se": 6.7e-06,356 "t": null,357 "p": null,358 "p_stars": "",359 "ci_lo": null,360 "ci_hi": null,361 "page": 22,362 "confidence": "high",363 "notes": "Monthly piped gas subsidy, COP; utility cross-subsidy received by the household (negative = contribution)"364 },365 {366 "model_id": "T6-cC",367 "var_name_printed": "Energy squared",368 "taxonomy_id": "public_services",369 "x_transform": "squared",370 "x_unit": "currency (COP per month) squared",371 "beta": 1.1e-10,372 "se": 5.05e-11,373 "t": null,374 "p": null,375 "p_stars": "",376 "ci_lo": null,377 "ci_hi": null,378 "page": 22,379 "confidence": "high",380 "notes": "Quadratic term of the monthly utility subsidy; utility cross-subsidy received by the household (negative = contribution)"381 },382 {383 "model_id": "T6-cC",384 "var_name_printed": "Water and sewerage squared",385 "taxonomy_id": "public_services",386 "x_transform": "squared",387 "x_unit": "currency (COP per month) squared",388 "beta": -8.76e-12,389 "se": 2.02e-11,390 "t": null,391 "p": null,392 "p_stars": "",393 "ci_lo": null,394 "ci_hi": null,395 "page": 22,396 "confidence": "high",397 "notes": "Quadratic term of the monthly utility subsidy; utility cross-subsidy received by the household (negative = contribution)"398 },399 {400 "model_id": "T6-cC",401 "var_name_printed": "Piped gas squared",402 "taxonomy_id": "public_services",403 "x_transform": "squared",404 "x_unit": "currency (COP per month) squared",405 "beta": 2.49e-09,406 "se": 1.09e-09,407 "t": null,408 "p": null,409 "p_stars": "",410 "ci_lo": null,411 "ci_hi": null,412 "page": 22,413 "confidence": "high",414 "notes": "Quadratic term of the monthly utility subsidy; utility cross-subsidy received by the household (negative = contribution)"415 },416 {417 "model_id": "T7-cA",418 "var_name_printed": "Energy",419 "taxonomy_id": "public_services",420 "x_transform": "level",421 "x_unit": "currency (COP per month)",422 "beta": 1.59e-06,423 "se": 1.23e-06,424 "t": null,425 "p": null,426 "p_stars": "",427 "ci_lo": null,428 "ci_hi": null,429 "page": 25,430 "confidence": "high",431 "notes": "Monthly energy (electricity) subsidy, Colombian pesos; utility cross-subsidy received by the household (negative = contribution)"432 },433 {434 "model_id": "T7-cA",435 "var_name_printed": "Water and sewerage",436 "taxonomy_id": "public_services",437 "x_transform": "level",438 "x_unit": "currency (COP per month)",439 "beta": 3.01e-06,440 "se": 6.04e-07,441 "t": null,442 "p": null,443 "p_stars": "",444 "ci_lo": null,445 "ci_hi": null,446 "page": 25,447 "confidence": "high",448 "notes": "Monthly piped water and sewerage subsidy, COP; utility cross-subsidy received by the household (negative = contribution)"449 },450 {451 "model_id": "T7-cA",452 "var_name_printed": "Piped gas",453 "taxonomy_id": "public_services",454 "x_transform": "level",455 "x_unit": "currency (COP per month)",456 "beta": 3.29e-06,457 "se": 4.68e-06,458 "t": null,459 "p": null,460 "p_stars": "",461 "ci_lo": null,462 "ci_hi": null,463 "page": 25,464 "confidence": "high",465 "notes": "Monthly piped gas subsidy, COP; utility cross-subsidy received by the household (negative = contribution)"466 },467 {468 "model_id": "T7-cA",469 "var_name_printed": "Energy squared",470 "taxonomy_id": "public_services",471 "x_transform": "squared",472 "x_unit": "currency (COP per month) squared",473 "beta": 7.76e-11,474 "se": 3.87e-11,475 "t": null,476 "p": null,477 "p_stars": "",478 "ci_lo": null,479 "ci_hi": null,480 "page": 25,481 "confidence": "high",482 "notes": "Quadratic term of the monthly utility subsidy; utility cross-subsidy received by the household (negative = contribution)"483 },484 {485 "model_id": "T7-cA",486 "var_name_printed": "Water and sewerage squared",487 "taxonomy_id": "public_services",488 "x_transform": "squared",489 "x_unit": "currency (COP per month) squared",490 "beta": -1.76e-11,491 "se": 1.2e-11,492 "t": null,493 "p": null,494 "p_stars": "",495 "ci_lo": null,496 "ci_hi": null,497 "page": 25,498 "confidence": "high",499 "notes": "Quadratic term of the monthly utility subsidy; utility cross-subsidy received by the household (negative = contribution)"500 },501 {502 "model_id": "T7-cA",503 "var_name_printed": "Piped gas squared",504 "taxonomy_id": "public_services",505 "x_transform": "squared",506 "x_unit": "currency (COP per month) squared",507 "beta": 1.8e-09,508 "se": 7.34e-10,509 "t": null,510 "p": null,511 "p_stars": "",512 "ci_lo": null,513 "ci_hi": null,514 "page": 25,515 "confidence": "high",516 "notes": "Quadratic term of the monthly utility subsidy; utility cross-subsidy received by the household (negative = contribution)"517 },518 {519 "model_id": "T7-cB",520 "var_name_printed": "Energy",521 "taxonomy_id": "public_services",522 "x_transform": "level",523 "x_unit": "currency (COP per month)",524 "beta": 1.63e-06,525 "se": 1.21e-06,526 "t": null,527 "p": null,528 "p_stars": "",529 "ci_lo": null,530 "ci_hi": null,531 "page": 25,532 "confidence": "high",533 "notes": "Monthly energy (electricity) subsidy, Colombian pesos; utility cross-subsidy received by the household (negative = contribution)"534 },535 {536 "model_id": "T7-cB",537 "var_name_printed": "Water and sewerage",538 "taxonomy_id": "public_services",539 "x_transform": "level",540 "x_unit": "currency (COP per month)",541 "beta": 2.67e-06,542 "se": 5.99e-07,543 "t": null,544 "p": null,545 "p_stars": "",546 "ci_lo": null,547 "ci_hi": null,548 "page": 25,549 "confidence": "high",550 "notes": "Monthly piped water and sewerage subsidy, COP; utility cross-subsidy received by the household (negative = contribution)"551 },552 {553 "model_id": "T7-cB",554 "var_name_printed": "Piped gas",555 "taxonomy_id": "public_services",556 "x_transform": "level",557 "x_unit": "currency (COP per month)",558 "beta": 3.7e-06,559 "se": 4.64e-06,560 "t": null,561 "p": null,562 "p_stars": "",563 "ci_lo": null,564 "ci_hi": null,565 "page": 25,566 "confidence": "high",567 "notes": "Monthly piped gas subsidy, COP; utility cross-subsidy received by the household (negative = contribution)"568 },569 {570 "model_id": "T7-cB",571 "var_name_printed": "Energy squared",572 "taxonomy_id": "public_services",573 "x_transform": "squared",574 "x_unit": "currency (COP per month) squared",575 "beta": 8.79e-11,576 "se": 3.63e-11,577 "t": null,578 "p": null,579 "p_stars": "",580 "ci_lo": null,581 "ci_hi": null,582 "page": 25,583 "confidence": "high",584 "notes": "Quadratic term of the monthly utility subsidy; utility cross-subsidy received by the household (negative = contribution)"585 },586 {587 "model_id": "T7-cB",588 "var_name_printed": "Water and sewerage squared",589 "taxonomy_id": "public_services",590 "x_transform": "squared",591 "x_unit": "currency (COP per month) squared",592 "beta": -1.89e-11,593 "se": 1.18e-11,594 "t": null,595 "p": null,596 "p_stars": "",597 "ci_lo": null,598 "ci_hi": null,599 "page": 25,600 "confidence": "high",601 "notes": "Quadratic term of the monthly utility subsidy; utility cross-subsidy received by the household (negative = contribution)"602 },603 {604 "model_id": "T7-cB",605 "var_name_printed": "Piped gas squared",606 "taxonomy_id": "public_services",607 "x_transform": "squared",608 "x_unit": "currency (COP per month) squared",609 "beta": 1.51e-09,610 "se": 7.15e-10,611 "t": null,612 "p": null,613 "p_stars": "",614 "ci_lo": null,615 "ci_hi": null,616 "page": 25,617 "confidence": "high",618 "notes": "Quadratic term of the monthly utility subsidy; utility cross-subsidy received by the household (negative = contribution)"619 },620 {621 "model_id": "T7-cC",622 "var_name_printed": "Energy",623 "taxonomy_id": "public_services",624 "x_transform": "level",625 "x_unit": "currency (COP per month)",626 "beta": 4.78e-06,627 "se": 1.97e-06,628 "t": null,629 "p": null,630 "p_stars": "",631 "ci_lo": null,632 "ci_hi": null,633 "page": 25,634 "confidence": "high",635 "notes": "Monthly energy (electricity) subsidy, Colombian pesos; utility cross-subsidy received by the household (negative = contribution)"636 },637 {638 "model_id": "T7-cC",639 "var_name_printed": "Water and sewerage",640 "taxonomy_id": "public_services",641 "x_transform": "level",642 "x_unit": "currency (COP per month)",643 "beta": 2.42e-06,644 "se": 9.35e-07,645 "t": null,646 "p": null,647 "p_stars": "",648 "ci_lo": null,649 "ci_hi": null,650 "page": 25,651 "confidence": "high",652 "notes": "Monthly piped water and sewerage subsidy, COP; utility cross-subsidy received by the household (negative = contribution)"653 },654 {655 "model_id": "T7-cC",656 "var_name_printed": "Piped gas",657 "taxonomy_id": "public_services",658 "x_transform": "level",659 "x_unit": "currency (COP per month)",660 "beta": -6.44e-06,661 "se": 7.16e-06,662 "t": null,663 "p": null,664 "p_stars": "",665 "ci_lo": null,666 "ci_hi": null,667 "page": 25,668 "confidence": "high",669 "notes": "Monthly piped gas subsidy, COP; utility cross-subsidy received by the household (negative = contribution)"670 },671 {672 "model_id": "T7-cC",673 "var_name_printed": "Energy squared",674 "taxonomy_id": "public_services",675 "x_transform": "squared",676 "x_unit": "currency (COP per month) squared",677 "beta": 4.42e-11,678 "se": 5.81e-11,679 "t": null,680 "p": null,681 "p_stars": "",682 "ci_lo": null,683 "ci_hi": null,684 "page": 25,685 "confidence": "high",686 "notes": "Quadratic term of the monthly utility subsidy; utility cross-subsidy received by the household (negative = contribution)"687 },688 {689 "model_id": "T7-cC",690 "var_name_printed": "Water and sewerage squared",691 "taxonomy_id": "public_services",692 "x_transform": "squared",693 "x_unit": "currency (COP per month) squared",694 "beta": -9.47e-12,695 "se": 2.17e-11,696 "t": null,697 "p": null,698 "p_stars": "",699 "ci_lo": null,700 "ci_hi": null,701 "page": 25,702 "confidence": "high",703 "notes": "Quadratic term of the monthly utility subsidy; utility cross-subsidy received by the household (negative = contribution)"704 },705 {706 "model_id": "T7-cC",707 "var_name_printed": "Piped gas squared",708 "taxonomy_id": "public_services",709 "x_transform": "squared",710 "x_unit": "currency (COP per month) squared",711 "beta": 2.06e-09,712 "se": 1.06e-09,713 "t": null,714 "p": null,715 "p_stars": "",716 "ci_lo": null,717 "ci_hi": null,718 "page": 25,719 "confidence": "high",720 "notes": "Quadratic term of the monthly utility subsidy; utility cross-subsidy received by the household (negative = contribution)"721 },722 {723 "model_id": "T6-cA",724 "var_name_printed": "Number of rooms",725 "taxonomy_id": "bedrooms",726 "x_transform": "level",727 "x_unit": "count",728 "beta": 0.0182,729 "se": null,730 "t": 4.9,731 "p": null,732 "p_stars": "",733 "ci_lo": null,734 "ci_hi": null,735 "page": 45,736 "confidence": "high",737 "notes": "Total number of rooms"738 },739 {740 "model_id": "T6-cA",741 "var_name_printed": "Number of bathrooms",742 "taxonomy_id": "bathrooms",743 "x_transform": "level",744 "x_unit": "count",745 "beta": 0.1071,746 "se": null,747 "t": 15.9,748 "p": null,749 "p_stars": "",750 "ci_lo": null,751 "ci_hi": null,752 "page": 45,753 "confidence": "high",754 "notes": ""755 },756 {757 "model_id": "T6-cA",758 "var_name_printed": "House with piped gas service",759 "taxonomy_id": "other",760 "x_transform": "binary",761 "x_unit": "binary",762 "beta": 0.0187,763 "se": null,764 "t": 1.9,765 "p": null,766 "p_stars": "",767 "ci_lo": null,768 "ci_hi": null,769 "page": 45,770 "confidence": "high",771 "notes": "Piped natural gas connection"772 },773 {774 "model_id": "T6-cA",775 "var_name_printed": "House with telephone",776 "taxonomy_id": "other",777 "x_transform": "binary",778 "x_unit": "binary",779 "beta": -0.0101,780 "se": null,781 "t": -0.6,782 "p": null,783 "p_stars": "",784 "ci_lo": null,785 "ci_hi": null,786 "page": 45,787 "confidence": "high",788 "notes": ""789 },790 {791 "model_id": "T6-cA",792 "var_name_printed": "House with garden",793 "taxonomy_id": "garden",794 "x_transform": "binary",795 "x_unit": "binary",796 "beta": 0.0193,797 "se": null,798 "t": 2.2,799 "p": null,800 "p_stars": "",801 "ci_lo": null,802 "ci_hi": null,803 "page": 45,804 "confidence": "high",805 "notes": ""806 },807 {808 "model_id": "T6-cA",809 "var_name_printed": "House with courtyard",810 "taxonomy_id": "terrace_balcony",811 "x_transform": "binary",812 "x_unit": "binary",813 "beta": 0.0269,814 "se": null,815 "t": 1.2,816 "p": null,817 "p_stars": "",818 "ci_lo": null,819 "ci_hi": null,820 "page": 45,821 "confidence": "high",822 "notes": "Courtyard (patio)"823 },824 {825 "model_id": "T6-cA",826 "var_name_printed": "House with garage",827 "taxonomy_id": "garage",828 "x_transform": "binary",829 "x_unit": "binary",830 "beta": 0.0631,831 "se": null,832 "t": 6.7,833 "p": null,834 "p_stars": "",835 "ci_lo": null,836 "ci_hi": null,837 "page": 45,838 "confidence": "high",839 "notes": ""840 },841 {842 "model_id": "T6-cA",843 "var_name_printed": "House with terrace",844 "taxonomy_id": "terrace_balcony",845 "x_transform": "binary",846 "x_unit": "binary",847 "beta": -0.0139,848 "se": null,849 "t": -1.4,850 "p": null,851 "p_stars": "",852 "ci_lo": null,853 "ci_hi": null,854 "page": 45,855 "confidence": "high",856 "notes": ""857 },858 {859 "model_id": "T6-cA",860 "var_name_printed": "Parks in neighborhood",861 "taxonomy_id": "green_space",862 "x_transform": "binary",863 "x_unit": "binary",864 "beta": 0.0722,865 "se": null,866 "t": 5.6,867 "p": null,868 "p_stars": "",869 "ci_lo": null,870 "ci_hi": null,871 "page": 45,872 "confidence": "high",873 "notes": "Presence of parks in the neighbourhood (ECV2003 household report)"874 },875 {876 "model_id": "T6-cA",877 "var_name_printed": "House with damage due to a natural disaster",878 "taxonomy_id": "other",879 "x_transform": "binary",880 "x_unit": "binary",881 "beta": 0.0042,882 "se": null,883 "t": 0.1,884 "p": null,885 "p_stars": "",886 "ci_lo": null,887 "ci_hi": null,888 "page": 45,889 "confidence": "high",890 "notes": ""891 },892 {893 "model_id": "T6-cA",894 "var_name_printed": "House in area vulnerable to natural disasters",895 "taxonomy_id": "other",896 "x_transform": "binary",897 "x_unit": "binary",898 "beta": -0.0415,899 "se": null,900 "t": -1.7,901 "p": null,902 "p_stars": "",903 "ci_lo": null,904 "ci_hi": null,905 "page": 45,906 "confidence": "high",907 "notes": "Natural hazard exposure (not specific to flood)"908 },909 {910 "model_id": "T6-cA",911 "var_name_printed": "Factories in neighborhood",912 "taxonomy_id": "hazard_site",913 "x_transform": "binary",914 "x_unit": "binary",915 "beta": -0.0131,916 "se": null,917 "t": -1.1,918 "p": null,919 "p_stars": "",920 "ci_lo": null,921 "ci_hi": null,922 "page": 45,923 "confidence": "high",924 "notes": ""925 },926 {927 "model_id": "T6-cA",928 "var_name_printed": "Garbage collector in neighborhood",929 "taxonomy_id": "hazard_site",930 "x_transform": "binary",931 "x_unit": "binary",932 "beta": -0.0728,933 "se": null,934 "t": -2.6,935 "p": null,936 "p_stars": "",937 "ci_lo": null,938 "ci_hi": null,939 "page": 45,940 "confidence": "high",941 "notes": "Garbage dump/collection site in neighbourhood"942 },943 {944 "model_id": "T6-cA",945 "var_name_printed": "Market places in neighborhood",946 "taxonomy_id": "commercial_distance",947 "x_transform": "binary",948 "x_unit": "binary (presence in neighbourhood)",949 "beta": 0.0127,950 "se": null,951 "t": 0.7,952 "p": null,953 "p_stars": "",954 "ci_lo": null,955 "ci_hi": null,956 "page": 45,957 "confidence": "high",958 "notes": ""959 },960 {961 "model_id": "T6-cA",962 "var_name_printed": "Airport in neighborhood",963 "taxonomy_id": "airport_distance",964 "x_transform": "binary",965 "x_unit": "binary (presence in neighbourhood)",966 "beta": -0.0315,967 "se": null,968 "t": -1.3,969 "p": null,970 "p_stars": "",971 "ci_lo": null,972 "ci_hi": null,973 "page": 45,974 "confidence": "high",975 "notes": ""976 },977 {978 "model_id": "T6-cA",979 "var_name_printed": "Terminals of ground transportation in neighborhood",980 "taxonomy_id": "transit_distance",981 "x_transform": "binary",982 "x_unit": "binary (presence in neighbourhood)",983 "beta": 0.047,984 "se": null,985 "t": 2.2,986 "p": null,987 "p_stars": "",988 "ci_lo": null,989 "ci_hi": null,990 "page": 45,991 "confidence": "high",992 "notes": ""993 },994 {995 "model_id": "T6-cA",996 "var_name_printed": "House close to open sewers",997 "taxonomy_id": "hazard_site",998 "x_transform": "binary",999 "x_unit": "binary",1000 "beta": -0.0556,1001 "se": null,1002 "t": -4.7,1003 "p": null,1004 "p_stars": "",1005 "ci_lo": null,1006 "ci_hi": null,1007 "page": 45,1008 "confidence": "high",1009 "notes": ""1010 },1011 {1012 "model_id": "T6-cA",1013 "var_name_printed": "Plants of residual water treatment in neighborhood",1014 "taxonomy_id": "hazard_site",1015 "x_transform": "binary",1016 "x_unit": "binary",1017 "beta": 0.2513,1018 "se": null,1019 "t": 6.4,1020 "p": null,1021 "p_stars": "",1022 "ci_lo": null,1023 "ci_hi": null,1024 "page": 45,1025 "confidence": "high",1026 "notes": ""1027 },1028 {1029 "model_id": "T6-cA",1030 "var_name_printed": "Lines of hydrocarbon transportation in neighborhood",1031 "taxonomy_id": "hazard_site",1032 "x_transform": "binary",1033 "x_unit": "binary",1034 "beta": 0.1315,1035 "se": null,1036 "t": 3.8,1037 "p": null,1038 "p_stars": "",1039 "ci_lo": null,1040 "ci_hi": null,1041 "page": 45,1042 "confidence": "high",1043 "notes": ""1044 },1045 {1046 "model_id": "T6-cA",1047 "var_name_printed": "House close to high tension lines of electricity transmission",1048 "taxonomy_id": "hazard_site",1049 "x_transform": "binary",1050 "x_unit": "binary",1051 "beta": -0.0084,1052 "se": null,1053 "t": -0.3,1054 "p": null,1055 "p_stars": "",1056 "ci_lo": null,1057 "ci_hi": null,1058 "page": 45,1059 "confidence": "high",1060 "notes": "Power lines"1061 },1062 {1063 "model_id": "T6-cA",1064 "var_name_printed": "Feeling of safety in your neighborhood",1065 "taxonomy_id": "crime",1066 "x_transform": "binary",1067 "x_unit": "binary (perceived safety)",1068 "beta": 0.0121,1069 "se": null,1070 "t": 1.5,1071 "p": null,1072 "p_stars": "",1073 "ci_lo": null,1074 "ci_hi": null,1075 "page": 45,1076 "confidence": "high",1077 "notes": "Perceived safety (inverse of crime)"1078 },1079 {1080 "model_id": "T6-cA",1081 "var_name_printed": "Toilet inside the house",1082 "taxonomy_id": "other",1083 "x_transform": "binary",1084 "x_unit": "binary",1085 "beta": -0.0453,1086 "se": null,1087 "t": -0.9,1088 "p": null,1089 "p_stars": "",1090 "ci_lo": null,1091 "ci_hi": null,1092 "page": 45,1093 "confidence": "high",1094 "notes": ""1095 },1096 {1097 "model_id": "T6-cA",1098 "var_name_printed": "Daily supply of water",1099 "taxonomy_id": "public_services",1100 "x_transform": "binary",1101 "x_unit": "binary",1102 "beta": 0.0063,1103 "se": null,1104 "t": 0.2,1105 "p": null,1106 "p_stars": "",1107 "ci_lo": null,1108 "ci_hi": null,1109 "page": 45,1110 "confidence": "high",1111 "notes": ""1112 },1113 {1114 "model_id": "T6-cA",1115 "var_name_printed": "Provision of water is inside the house",1116 "taxonomy_id": "other",1117 "x_transform": "binary",1118 "x_unit": "binary",1119 "beta": -0.0062,1120 "se": null,1121 "t": -0.1,1122 "p": null,1123 "p_stars": "",1124 "ci_lo": null,1125 "ci_hi": null,1126 "page": 45,1127 "confidence": "high",1128 "notes": ""1129 },1130 {1131 "model_id": "T6-cA",1132 "var_name_printed": "Kitchen is separate room in the house",1133 "taxonomy_id": "kitchen_quality",1134 "x_transform": "binary",1135 "x_unit": "binary",1136 "beta": 0.1054,1137 "se": null,1138 "t": 2.7,1139 "p": null,1140 "p_stars": "",1141 "ci_lo": null,1142 "ci_hi": null,1143 "page": 45,1144 "confidence": "high",1145 "notes": ""1146 },1147 {1148 "model_id": "T6-cA",1149 "var_name_printed": "House",1150 "taxonomy_id": "dwelling_type",1151 "x_transform": "binary",1152 "x_unit": "binary (house vs apartment etc.)",1153 "beta": -0.1301,1154 "se": null,1155 "t": -13.1,1156 "p": null,1157 "p_stars": "",1158 "ci_lo": null,1159 "ci_hi": null,1160 "page": 45,1161 "confidence": "high",1162 "notes": "Dummy = 1 if living in a house (as opposed to an apartment)"1163 },1164 {1165 "model_id": "T6-cA",1166 "var_name_printed": "Wall material: brick, block, stone, or polished wood",1167 "taxonomy_id": "roof_materials",1168 "x_transform": "binary",1169 "x_unit": "binary",1170 "beta": 0.0254,1171 "se": null,1172 "t": 0.6,1173 "p": null,1174 "p_stars": "",1175 "ci_lo": null,1176 "ci_hi": null,1177 "page": 45,1178 "confidence": "high",1179 "notes": ""1180 },1181 {1182 "model_id": "T6-cA",1183 "var_name_printed": "Floor material: marmol, parquet, or lacquered wood",1184 "taxonomy_id": "flooring",1185 "x_transform": "binary",1186 "x_unit": "binary",1187 "beta": 0.0049,1188 "se": null,1189 "t": 0.2,1190 "p": null,1191 "p_stars": "",1192 "ci_lo": null,1193 "ci_hi": null,1194 "page": 45,1195 "confidence": "high",1196 "notes": ""1197 },1198 {1199 "model_id": "T6-cA",1200 "var_name_printed": "Floor material is carpet",1201 "taxonomy_id": "flooring",1202 "x_transform": "binary",1203 "x_unit": "binary",1204 "beta": 0.0548,1205 "se": null,1206 "t": 2.4,1207 "p": null,1208 "p_stars": "",1209 "ci_lo": null,1210 "ci_hi": null,1211 "page": 45,1212 "confidence": "high",1213 "notes": ""1214 },1215 {1216 "model_id": "T6-cA",1217 "var_name_printed": "Floor material: floor tile, vinyl, tablet, or wood",1218 "taxonomy_id": "flooring",1219 "x_transform": "binary",1220 "x_unit": "binary",1221 "beta": 0.0136,1222 "se": null,1223 "t": 0.7,1224 "p": null,1225 "p_stars": "",1226 "ci_lo": null,1227 "ci_hi": null,1228 "page": 45,1229 "confidence": "high",1230 "notes": ""1231 },1232 {1233 "model_id": "T6-cA",1234 "var_name_printed": "Floor material: cement, gravilla, earth, or sand",1235 "taxonomy_id": "flooring",1236 "x_transform": "binary",1237 "x_unit": "binary",1238 "beta": -0.0971,1239 "se": null,1240 "t": -4.1,1241 "p": null,1242 "p_stars": "",1243 "ci_lo": null,1244 "ci_hi": null,1245 "page": 45,1246 "confidence": "high",1247 "notes": ""1248 },1249 {1250 "model_id": "T6-cA",1251 "var_name_printed": "House with toilet connected to the public sewerage",1252 "taxonomy_id": "public_services",1253 "x_transform": "binary",1254 "x_unit": "binary",1255 "beta": 0.2671,1256 "se": null,1257 "t": 2.8,1258 "p": null,1259 "p_stars": "",1260 "ci_lo": null,1261 "ci_hi": null,1262 "page": 45,1263 "confidence": "high",1264 "notes": ""1265 },1266 {1267 "model_id": "T6-cA",1268 "var_name_printed": "House with potable water service",1269 "taxonomy_id": "public_services",1270 "x_transform": "binary",1271 "x_unit": "binary",1272 "beta": 0.0894,1273 "se": null,1274 "t": 1.0,1275 "p": null,1276 "p_stars": "",1277 "ci_lo": null,1278 "ci_hi": null,1279 "page": 45,1280 "confidence": "high",1281 "notes": ""1282 },1283 {1284 "model_id": "T6-cA",1285 "var_name_printed": "Number of infantile shelters by censal sector",1286 "taxonomy_id": "neighbourhood_amenities",1287 "x_transform": "level",1288 "x_unit": "count",1289 "beta": -0.0148,1290 "se": null,1291 "t": -1.2,1292 "p": null,1293 "p_stars": "",1294 "ci_lo": null,1295 "ci_hi": null,1296 "page": 45,1297 "confidence": "high",1298 "notes": ""1299 },1300 {1301 "model_id": "T6-cA",1302 "var_name_printed": "Number of asylums by censal sector",1303 "taxonomy_id": "neighbourhood_amenities",1304 "x_transform": "level",1305 "x_unit": "count",1306 "beta": 0.0153,1307 "se": null,1308 "t": 1.86,1309 "p": null,1310 "p_stars": "",1311 "ci_lo": null,1312 "ci_hi": null,1313 "page": 45,1314 "confidence": "high",1315 "notes": ""1316 },1317 {1318 "model_id": "T6-cA",1319 "var_name_printed": "Number of prisons by censal sector",1320 "taxonomy_id": "other",1321 "x_transform": "level",1322 "x_unit": "count",1323 "beta": 0.0479,1324 "se": null,1325 "t": 1.7,1326 "p": null,1327 "p_stars": "",1328 "ci_lo": null,1329 "ci_hi": null,1330 "page": 45,1331 "confidence": "high",1332 "notes": ""1333 },1334 {1335 "model_id": "T6-cA",1336 "var_name_printed": "Number of convents by censal sector",1337 "taxonomy_id": "neighbourhood_amenities",1338 "x_transform": "level",1339 "x_unit": "count",1340 "beta": 0.0316,1341 "se": null,1342 "t": 7.0,1343 "p": null,1344 "p_stars": "",1345 "ci_lo": null,1346 "ci_hi": null,1347 "page": 45,1348 "confidence": "high",1349 "notes": ""1350 },1351 {1352 "model_id": "T6-cA",1353 "var_name_printed": "Stratum 2",1354 "taxonomy_id": "income",1355 "x_transform": "dummy",1356 "x_unit": "binary",1357 "beta": 0.2364,1358 "se": null,1359 "t": 6.0,1360 "p": null,1361 "p_stars": "",1362 "ci_lo": null,1363 "ci_hi": null,1364 "page": 45,1365 "confidence": "medium",1366 "notes": "Official socioeconomic stratum of the block (1-6, base stratum 1), proxy for neighbourhood wealth"1367 },1368 {1369 "model_id": "T6-cA",1370 "var_name_printed": "Stratum 3",1371 "taxonomy_id": "income",1372 "x_transform": "dummy",1373 "x_unit": "binary",1374 "beta": 0.6205,1375 "se": null,1376 "t": 13.6,1377 "p": null,1378 "p_stars": "",1379 "ci_lo": null,1380 "ci_hi": null,1381 "page": 45,1382 "confidence": "medium",1383 "notes": "Official socioeconomic stratum (base stratum 1)"1384 },1385 {1386 "model_id": "T6-cA",1387 "var_name_printed": "Stratum 4",1388 "taxonomy_id": "income",1389 "x_transform": "dummy",1390 "x_unit": "binary",1391 "beta": 0.917,1392 "se": null,1393 "t": 17.8,1394 "p": null,1395 "p_stars": "",1396 "ci_lo": null,1397 "ci_hi": null,1398 "page": 45,1399 "confidence": "medium",1400 "notes": "Official socioeconomic stratum (base stratum 1)"1401 },1402 {1403 "model_id": "T6-cA",1404 "var_name_printed": "Stratum 5",1405 "taxonomy_id": "income",1406 "x_transform": "dummy",1407 "x_unit": "binary",1408 "beta": 1.1879,1409 "se": null,1410 "t": 19.9,1411 "p": null,1412 "p_stars": "",1413 "ci_lo": null,1414 "ci_hi": null,1415 "page": 45,1416 "confidence": "medium",1417 "notes": "Official socioeconomic stratum (base stratum 1)"1418 },1419 {1420 "model_id": "T6-cA",1421 "var_name_printed": "Stratum 6",1422 "taxonomy_id": "income",1423 "x_transform": "dummy",1424 "x_unit": "binary",1425 "beta": 1.4192,1426 "se": null,1427 "t": 19.8,1428 "p": null,1429 "p_stars": "",1430 "ci_lo": null,1431 "ci_hi": null,1432 "page": 45,1433 "confidence": "medium",1434 "notes": "Official socioeconomic stratum (base stratum 1)"1435 },1436 {1437 "model_id": "T6-cA",1438 "var_name_printed": "Area of the land (square meters)",1439 "taxonomy_id": "lot_size",1440 "x_transform": "level",1441 "x_unit": "m2",1442 "beta": 0.001,1443 "se": null,1444 "t": 5.4,1445 "p": null,1446 "p_stars": "",1447 "ci_lo": null,1448 "ci_hi": null,1449 "page": 45,1450 "confidence": "high",1451 "notes": "Main effect (stratum 1); Land*stratum interactions also included (not extracted)"1452 },1453 {1454 "model_id": "T6-cA",1455 "var_name_printed": "Built area (square meters)",1456 "taxonomy_id": "living_area",1457 "x_transform": "level",1458 "x_unit": "m2",1459 "beta": 0.0039,1460 "se": null,1461 "t": 21.2,1462 "p": null,1463 "p_stars": "",1464 "ci_lo": null,1465 "ci_hi": null,1466 "page": 46,1467 "confidence": "high",1468 "notes": "Main effect (stratum 1); Constructed area*stratum interactions also included (not extracted)"1469 }1470 ]1471}