1{2 "record_id": "b150aa7a491222e57926fd7829879b82c8d7c8d6",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "The Impacts of Environmental Amenities on Rental Value of Houses and a Pathway Towards Sustainable Urban Development Align with SDG 11",7 "year": 2025,8 "doi": "10.47172/2965-730x.sdgsreview.v5.n02.pe02806",9 "country": "Bangladesh",10 "region_city": "Rajshahi City Corporation",11 "sample_start": null,12 "sample_end": null,13 "property_type": "rental",14 "price_type": "rent",15 "data_source": "Primary random-sample survey of 210 tenant households (planned and unplanned residential areas)",16 "document_type": "journal",17 "estimators": [18 "OLS"19 ],20 "spatial_method": "none",21 "time_fe": false,22 "location_fe": false,23 "se_type": "robust",24 "n_obs_total": 210,25 "ai_methods": [],26 "notes": "Cross-sectional survey (survey year not stated; published 2025, metadata year 2024). Semi-logarithmic model: dependent variable = log of monthly house rent (BDT/month). CAUTION: printed constants (3.67-4.05) with mean rent ~10,226 BDT suggest a base-10 logarithm rather than natural log (ln 10226 = 9.23); base not stated, so semi-elasticities may need scaling by ln(10). Tables 3 and 4 report robust SEs, Table 5 plain SEs; t-ratios and p-values also printed (some t-ratios inconsistent with beta/SE, e.g. open space distance -0.0052/0.0027 printed t=-2.90, p=0.060). Household income of tenant (BDT/month) included as regressor (not a property characteristic; recorded as 'other'). Stars: ***p<0.01, **p<0.05, *p<0.1."27 },28 "models": [29 {30 "model_id": "T3-c1",31 "table": "3",32 "column": "1",33 "page": 11,34 "dep_var": "log monthly house rent (BDT/month)",35 "dep_transform": "log",36 "estimator": "OLS",37 "n_obs": 210,38 "r2": 0.9543,39 "se_or_t_in_parentheses": "se",40 "sample_subset": "Overall Rajshahi City Corporation area; robust SEs; coefficients on pp. 11-12"41 },42 {43 "model_id": "T4-c1",44 "table": "4",45 "column": "1",46 "page": 13,47 "dep_var": "log monthly house rent (BDT/month)",48 "dep_transform": "log",49 "estimator": "OLS",50 "n_obs": 100,51 "r2": 0.9531,52 "se_or_t_in_parentheses": "se",53 "sample_subset": "Planned residential area; robust SEs; N/R2 note printed on p. 14"54 },55 {56 "model_id": "T5-c1",57 "table": "5",58 "column": "1",59 "page": 14,60 "dep_var": "log monthly house rent (BDT/month)",61 "dep_transform": "log",62 "estimator": "OLS",63 "n_obs": 110,64 "r2": 0.8798,65 "se_or_t_in_parentheses": "se",66 "sample_subset": "Unplanned residential area; conventional SEs; coefficients on pp. 14-15"67 }68 ],69 "coefficients": [70 {71 "model_id": "T3-c1",72 "var_name_printed": "Income",73 "taxonomy_id": "other",74 "x_transform": "level",75 "x_unit": "BDT per month",76 "beta": 3.9e-06,77 "se": 6.3e-07,78 "t": 6.14,79 "p": 0.0,80 "p_stars": "***",81 "ci_lo": null,82 "ci_hi": null,83 "page": 11,84 "confidence": "medium",85 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Tenant household monthly income (not a property characteristic)"86 },87 {88 "model_id": "T4-c1",89 "var_name_printed": "Income",90 "taxonomy_id": "other",91 "x_transform": "level",92 "x_unit": "BDT per month",93 "beta": 1.1e-06,94 "se": 3e-07,95 "t": 3.22,96 "p": 0.002,97 "p_stars": "***",98 "ci_lo": null,99 "ci_hi": null,100 "page": 13,101 "confidence": "medium",102 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Tenant household monthly income (not a property characteristic)"103 },104 {105 "model_id": "T5-c1",106 "var_name_printed": "Income",107 "taxonomy_id": "other",108 "x_transform": "level",109 "x_unit": "BDT per month",110 "beta": 1.04e-06,111 "se": 5e-07,112 "t": 1.85,113 "p": 0.068,114 "p_stars": "",115 "ci_lo": null,116 "ci_hi": null,117 "page": 14,118 "confidence": "medium",119 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Tenant household monthly income (not a property characteristic)"120 },121 {122 "model_id": "T3-c1",123 "var_name_printed": "Age of house",124 "taxonomy_id": "age",125 "x_transform": "level",126 "x_unit": "years",127 "beta": -0.005,128 "se": 0.002,129 "t": -2.99,130 "p": 0.003,131 "p_stars": "***",132 "ci_lo": null,133 "ci_hi": null,134 "page": 11,135 "confidence": "medium",136 "notes": "Log base of dependent variable uncertain (likely log10, see study notes)."137 },138 {139 "model_id": "T4-c1",140 "var_name_printed": "Age of house",141 "taxonomy_id": "age",142 "x_transform": "level",143 "x_unit": "years",144 "beta": -0.0044,145 "se": 0.0016,146 "t": -2.68,147 "p": 0.009,148 "p_stars": "***",149 "ci_lo": null,150 "ci_hi": null,151 "page": 13,152 "confidence": "medium",153 "notes": "Log base of dependent variable uncertain (likely log10, see study notes)."154 },155 {156 "model_id": "T5-c1",157 "var_name_printed": "Age of house",158 "taxonomy_id": "age",159 "x_transform": "level",160 "x_unit": "years",161 "beta": -8e-05,162 "se": 0.0019,163 "t": -0.05,164 "p": 0.964,165 "p_stars": "",166 "ci_lo": null,167 "ci_hi": null,168 "page": 14,169 "confidence": "medium",170 "notes": "Log base of dependent variable uncertain (likely log10, see study notes)."171 },172 {173 "model_id": "T3-c1",174 "var_name_printed": "Room Number",175 "taxonomy_id": "bedrooms",176 "x_transform": "level",177 "x_unit": "count",178 "beta": 0.0102,179 "se": 0.0032,180 "t": 3.13,181 "p": 0.002,182 "p_stars": "***",183 "ci_lo": null,184 "ci_hi": null,185 "page": 12,186 "confidence": "medium",187 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Defined in Table 1 as number of bedrooms"188 },189 {190 "model_id": "T4-c1",191 "var_name_printed": "Room Number",192 "taxonomy_id": "bedrooms",193 "x_transform": "level",194 "x_unit": "count",195 "beta": 0.0039,196 "se": 0.0017,197 "t": 2.23,198 "p": 0.028,199 "p_stars": "**",200 "ci_lo": null,201 "ci_hi": null,202 "page": 13,203 "confidence": "medium",204 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Defined in Table 1 as number of bedrooms"205 },206 {207 "model_id": "T5-c1",208 "var_name_printed": "Room Number",209 "taxonomy_id": "bedrooms",210 "x_transform": "level",211 "x_unit": "count",212 "beta": 0.0202,213 "se": 0.011,214 "t": 1.83,215 "p": 0.07,216 "p_stars": "*",217 "ci_lo": null,218 "ci_hi": null,219 "page": 14,220 "confidence": "medium",221 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Defined in Table 1 as number of bedrooms"222 },223 {224 "model_id": "T3-c1",225 "var_name_printed": "Garage",226 "taxonomy_id": "garage",227 "x_transform": "binary",228 "x_unit": "binary",229 "beta": 0.011,230 "se": 0.0139,231 "t": 0.8,232 "p": 0.427,233 "p_stars": "",234 "ci_lo": null,235 "ci_hi": null,236 "page": 12,237 "confidence": "medium",238 "notes": "Log base of dependent variable uncertain (likely log10, see study notes)."239 },240 {241 "model_id": "T4-c1",242 "var_name_printed": "Garage",243 "taxonomy_id": "garage",244 "x_transform": "binary",245 "x_unit": "binary",246 "beta": 0.0137,247 "se": 0.0043,248 "t": 3.16,249 "p": 0.002,250 "p_stars": "***",251 "ci_lo": null,252 "ci_hi": null,253 "page": 13,254 "confidence": "medium",255 "notes": "Log base of dependent variable uncertain (likely log10, see study notes)."256 },257 {258 "model_id": "T5-c1",259 "var_name_printed": "Garage",260 "taxonomy_id": "garage",261 "x_transform": "binary",262 "x_unit": "binary",263 "beta": 0.0081,264 "se": 0.0079,265 "t": 1.02,266 "p": 0.309,267 "p_stars": "",268 "ci_lo": null,269 "ci_hi": null,270 "page": 14,271 "confidence": "medium",272 "notes": "Log base of dependent variable uncertain (likely log10, see study notes)."273 },274 {275 "model_id": "T3-c1",276 "var_name_printed": "Work place distance",277 "taxonomy_id": "employment_access",278 "x_transform": "level",279 "x_unit": "km",280 "beta": -0.0066,281 "se": 0.0029,282 "t": -2.28,283 "p": 0.024,284 "p_stars": "**",285 "ci_lo": null,286 "ci_hi": null,287 "page": 12,288 "confidence": "medium",289 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Distance from house to tenant's workplace"290 },291 {292 "model_id": "T4-c1",293 "var_name_printed": "Work place distance",294 "taxonomy_id": "employment_access",295 "x_transform": "level",296 "x_unit": "km",297 "beta": -0.01,298 "se": 0.003,299 "t": -3.33,300 "p": 0.001,301 "p_stars": "***",302 "ci_lo": null,303 "ci_hi": null,304 "page": 13,305 "confidence": "medium",306 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Distance from house to tenant's workplace"307 },308 {309 "model_id": "T5-c1",310 "var_name_printed": "Work place distance",311 "taxonomy_id": "employment_access",312 "x_transform": "level",313 "x_unit": "km",314 "beta": -0.005,315 "se": 0.0029,316 "t": -1.73,317 "p": 0.087,318 "p_stars": "*",319 "ci_lo": null,320 "ci_hi": null,321 "page": 14,322 "confidence": "medium",323 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Distance from house to tenant's workplace"324 },325 {326 "model_id": "T3-c1",327 "var_name_printed": "School distance",328 "taxonomy_id": "school_distance",329 "x_transform": "level",330 "x_unit": "km",331 "beta": -0.0039,332 "se": 0.0099,333 "t": -0.4,334 "p": 0.688,335 "p_stars": "",336 "ci_lo": null,337 "ci_hi": null,338 "page": 12,339 "confidence": "medium",340 "notes": "Log base of dependent variable uncertain (likely log10, see study notes)."341 },342 {343 "model_id": "T4-c1",344 "var_name_printed": "School distance",345 "taxonomy_id": "school_distance",346 "x_transform": "level",347 "x_unit": "km",348 "beta": -0.0217,349 "se": 0.0165,350 "t": -1.32,351 "p": 0.192,352 "p_stars": "",353 "ci_lo": null,354 "ci_hi": null,355 "page": 13,356 "confidence": "medium",357 "notes": "Log base of dependent variable uncertain (likely log10, see study notes)."358 },359 {360 "model_id": "T5-c1",361 "var_name_printed": "School distance",362 "taxonomy_id": "school_distance",363 "x_transform": "level",364 "x_unit": "km",365 "beta": -0.0035,366 "se": 0.0265,367 "t": -0.14,368 "p": 0.893,369 "p_stars": "",370 "ci_lo": null,371 "ci_hi": null,372 "page": 14,373 "confidence": "medium",374 "notes": "Log base of dependent variable uncertain (likely log10, see study notes)."375 },376 {377 "model_id": "T3-c1",378 "var_name_printed": "Open space distance",379 "taxonomy_id": "green_space",380 "x_transform": "level",381 "x_unit": "m",382 "beta": -0.0052,383 "se": 0.0027,384 "t": -2.9,385 "p": 0.06,386 "p_stars": "*",387 "ci_lo": null,388 "ci_hi": null,389 "page": 12,390 "confidence": "medium",391 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Distance to nearest open space/playground/park in metres; printed t=-2.90 and p=0.060 inconsistent with beta/SE ratio (-1.93)"392 },393 {394 "model_id": "T4-c1",395 "var_name_printed": "Open space distance",396 "taxonomy_id": "green_space",397 "x_transform": "level",398 "x_unit": "m",399 "beta": -0.0117,400 "se": 0.0038,401 "t": -5.25,402 "p": 0.0,403 "p_stars": "***",404 "ci_lo": null,405 "ci_hi": null,406 "page": 13,407 "confidence": "medium",408 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Distance to nearest open space/playground/park in metres"409 },410 {411 "model_id": "T5-c1",412 "var_name_printed": "Open space distance",413 "taxonomy_id": "green_space",414 "x_transform": "level",415 "x_unit": "m",416 "beta": -0.0066,417 "se": 0.0032,418 "t": -2.03,419 "p": 0.045,420 "p_stars": "**",421 "ci_lo": null,422 "ci_hi": null,423 "page": 14,424 "confidence": "medium",425 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Distance to nearest open space/playground/park in metres"426 },427 {428 "model_id": "T3-c1",429 "var_name_printed": "Ventilation",430 "taxonomy_id": "other",431 "x_transform": "level",432 "x_unit": "1-5 Likert scale",433 "beta": 0.0121,434 "se": 0.0059,435 "t": 2.05,436 "p": 0.042,437 "p_stars": "**",438 "ci_lo": null,439 "ci_hi": null,440 "page": 12,441 "confidence": "medium",442 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Perceived ventilation (air and light flow) satisfaction, 5-point scale"443 },444 {445 "model_id": "T4-c1",446 "var_name_printed": "Ventilation",447 "taxonomy_id": "other",448 "x_transform": "level",449 "x_unit": "1-5 Likert scale",450 "beta": 0.0117,451 "se": 0.0027,452 "t": 4.27,453 "p": 0.0,454 "p_stars": "***",455 "ci_lo": null,456 "ci_hi": null,457 "page": 13,458 "confidence": "medium",459 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Perceived ventilation (air and light flow) satisfaction, 5-point scale"460 },461 {462 "model_id": "T5-c1",463 "var_name_printed": "Ventilation",464 "taxonomy_id": "other",465 "x_transform": "level",466 "x_unit": "1-5 Likert scale",467 "beta": 0.0094,468 "se": 0.0079,469 "t": 1.18,470 "p": 0.24,471 "p_stars": "",472 "ci_lo": null,473 "ci_hi": null,474 "page": 14,475 "confidence": "medium",476 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Perceived ventilation (air and light flow) satisfaction, 5-point scale"477 },478 {479 "model_id": "T3-c1",480 "var_name_printed": "Waterlogging",481 "taxonomy_id": "flood_risk",482 "x_transform": "binary",483 "x_unit": "binary",484 "beta": -0.0151,485 "se": 0.0083,486 "t": -3.82,487 "p": 0.07,488 "p_stars": "*",489 "ci_lo": null,490 "ci_hi": null,491 "page": 12,492 "confidence": "medium",493 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Presence of waterlogging at the house (1/0); printed t-ratio inconsistent with beta/SE ratio"494 },495 {496 "model_id": "T4-c1",497 "var_name_printed": "Waterlogging",498 "taxonomy_id": "flood_risk",499 "x_transform": "binary",500 "x_unit": "binary",501 "beta": -0.0118,502 "se": 0.0062,503 "t": -2.91,504 "p": 0.059,505 "p_stars": "*",506 "ci_lo": null,507 "ci_hi": null,508 "page": 13,509 "confidence": "medium",510 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Presence of waterlogging at the house (1/0); printed t-ratio inconsistent with beta/SE ratio"511 },512 {513 "model_id": "T5-c1",514 "var_name_printed": "Waterlogging",515 "taxonomy_id": "flood_risk",516 "x_transform": "binary",517 "x_unit": "binary",518 "beta": -0.0104,519 "se": 0.0062,520 "t": -1.67,521 "p": 0.098,522 "p_stars": "*",523 "ci_lo": null,524 "ci_hi": null,525 "page": 15,526 "confidence": "medium",527 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Presence of waterlogging at the house (1/0)"528 },529 {530 "model_id": "T3-c1",531 "var_name_printed": "Landfill",532 "taxonomy_id": "hazard_site",533 "x_transform": "binary",534 "x_unit": "binary",535 "beta": -0.0101,536 "se": 0.0075,537 "t": -1.36,538 "p": 0.176,539 "p_stars": "",540 "ci_lo": null,541 "ci_hi": null,542 "page": 12,543 "confidence": "medium",544 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Presence of landfill by wastes nearby (1/0)"545 },546 {547 "model_id": "T4-c1",548 "var_name_printed": "Landfill",549 "taxonomy_id": "hazard_site",550 "x_transform": "binary",551 "x_unit": "binary",552 "beta": -0.0028,553 "se": 0.0041,554 "t": -0.68,555 "p": 0.497,556 "p_stars": "",557 "ci_lo": null,558 "ci_hi": null,559 "page": 13,560 "confidence": "medium",561 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Presence of landfill by wastes nearby (1/0)"562 },563 {564 "model_id": "T5-c1",565 "var_name_printed": "Landfill",566 "taxonomy_id": "hazard_site",567 "x_transform": "binary",568 "x_unit": "binary",569 "beta": -0.0146,570 "se": 0.0075,571 "t": -1.93,572 "p": 0.056,573 "p_stars": "*",574 "ci_lo": null,575 "ci_hi": null,576 "page": 15,577 "confidence": "medium",578 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Presence of landfill by wastes nearby (1/0)"579 },580 {581 "model_id": "T3-c1",582 "var_name_printed": "Drainage/Sewage",583 "taxonomy_id": "public_services",584 "x_transform": "level",585 "x_unit": "1-5 Likert scale",586 "beta": 0.0222,587 "se": 0.0053,588 "t": 4.18,589 "p": 0.0,590 "p_stars": "***",591 "ci_lo": null,592 "ci_hi": null,593 "page": 12,594 "confidence": "medium",595 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Perceived drainage/sewage condition, 5-point scale"596 },597 {598 "model_id": "T4-c1",599 "var_name_printed": "Drainage/Sewage",600 "taxonomy_id": "public_services",601 "x_transform": "level",602 "x_unit": "1-5 Likert scale",603 "beta": 0.0046,604 "se": 0.0022,605 "t": 2.05,606 "p": 0.043,607 "p_stars": "**",608 "ci_lo": null,609 "ci_hi": null,610 "page": 13,611 "confidence": "medium",612 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Perceived drainage/sewage condition, 5-point scale"613 },614 {615 "model_id": "T5-c1",616 "var_name_printed": "Drainage/Sewage",617 "taxonomy_id": "public_services",618 "x_transform": "level",619 "x_unit": "1-5 Likert scale",620 "beta": 0.0114,621 "se": 0.0059,622 "t": 1.94,623 "p": 0.055,624 "p_stars": "*",625 "ci_lo": null,626 "ci_hi": null,627 "page": 15,628 "confidence": "medium",629 "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Perceived drainage/sewage condition, 5-point scale"630 }631 ]632}