{
 "record_id": "b150aa7a491222e57926fd7829879b82c8d7c8d6",
 "eligible": true,
 "exclusion_reason": null,
 "study": {
  "title": "The Impacts of Environmental Amenities on Rental Value of Houses and a Pathway Towards Sustainable Urban Development Align with SDG 11",
  "year": 2025,
  "doi": "10.47172/2965-730x.sdgsreview.v5.n02.pe02806",
  "country": "Bangladesh",
  "region_city": "Rajshahi City Corporation",
  "sample_start": null,
  "sample_end": null,
  "property_type": "rental",
  "price_type": "rent",
  "data_source": "Primary random-sample survey of 210 tenant households (planned and unplanned residential areas)",
  "document_type": "journal",
  "estimators": [
   "OLS"
  ],
  "spatial_method": "none",
  "time_fe": false,
  "location_fe": false,
  "se_type": "robust",
  "n_obs_total": 210,
  "ai_methods": [],
  "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."
 },
 "models": [
  {
   "model_id": "T3-c1",
   "table": "3",
   "column": "1",
   "page": 11,
   "dep_var": "log monthly house rent (BDT/month)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 210,
   "r2": 0.9543,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Overall Rajshahi City Corporation area; robust SEs; coefficients on pp. 11-12"
  },
  {
   "model_id": "T4-c1",
   "table": "4",
   "column": "1",
   "page": 13,
   "dep_var": "log monthly house rent (BDT/month)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 100,
   "r2": 0.9531,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Planned residential area; robust SEs; N/R2 note printed on p. 14"
  },
  {
   "model_id": "T5-c1",
   "table": "5",
   "column": "1",
   "page": 14,
   "dep_var": "log monthly house rent (BDT/month)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 110,
   "r2": 0.8798,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Unplanned residential area; conventional SEs; coefficients on pp. 14-15"
  }
 ],
 "coefficients": [
  {
   "model_id": "T3-c1",
   "var_name_printed": "Income",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "BDT per month",
   "beta": 3.9e-06,
   "se": 6.3e-07,
   "t": 6.14,
   "p": 0.0,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 11,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Tenant household monthly income (not a property characteristic)"
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "Income",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "BDT per month",
   "beta": 1.1e-06,
   "se": 3e-07,
   "t": 3.22,
   "p": 0.002,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Tenant household monthly income (not a property characteristic)"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "Income",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "BDT per month",
   "beta": 1.04e-06,
   "se": 5e-07,
   "t": 1.85,
   "p": 0.068,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Tenant household monthly income (not a property characteristic)"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Age of house",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.005,
   "se": 0.002,
   "t": -2.99,
   "p": 0.003,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 11,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes)."
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "Age of house",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.0044,
   "se": 0.0016,
   "t": -2.68,
   "p": 0.009,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes)."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "Age of house",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -8e-05,
   "se": 0.0019,
   "t": -0.05,
   "p": 0.964,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes)."
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Room Number",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.0102,
   "se": 0.0032,
   "t": 3.13,
   "p": 0.002,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 12,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Defined in Table 1 as number of bedrooms"
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "Room Number",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.0039,
   "se": 0.0017,
   "t": 2.23,
   "p": 0.028,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Defined in Table 1 as number of bedrooms"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "Room Number",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.0202,
   "se": 0.011,
   "t": 1.83,
   "p": 0.07,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Defined in Table 1 as number of bedrooms"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Garage",
   "taxonomy_id": "garage",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.011,
   "se": 0.0139,
   "t": 0.8,
   "p": 0.427,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 12,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes)."
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "Garage",
   "taxonomy_id": "garage",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.0137,
   "se": 0.0043,
   "t": 3.16,
   "p": 0.002,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes)."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "Garage",
   "taxonomy_id": "garage",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.0081,
   "se": 0.0079,
   "t": 1.02,
   "p": 0.309,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes)."
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Work place distance",
   "taxonomy_id": "employment_access",
   "x_transform": "level",
   "x_unit": "km",
   "beta": -0.0066,
   "se": 0.0029,
   "t": -2.28,
   "p": 0.024,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 12,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Distance from house to tenant's workplace"
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "Work place distance",
   "taxonomy_id": "employment_access",
   "x_transform": "level",
   "x_unit": "km",
   "beta": -0.01,
   "se": 0.003,
   "t": -3.33,
   "p": 0.001,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Distance from house to tenant's workplace"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "Work place distance",
   "taxonomy_id": "employment_access",
   "x_transform": "level",
   "x_unit": "km",
   "beta": -0.005,
   "se": 0.0029,
   "t": -1.73,
   "p": 0.087,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Distance from house to tenant's workplace"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "School distance",
   "taxonomy_id": "school_distance",
   "x_transform": "level",
   "x_unit": "km",
   "beta": -0.0039,
   "se": 0.0099,
   "t": -0.4,
   "p": 0.688,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 12,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes)."
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "School distance",
   "taxonomy_id": "school_distance",
   "x_transform": "level",
   "x_unit": "km",
   "beta": -0.0217,
   "se": 0.0165,
   "t": -1.32,
   "p": 0.192,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes)."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "School distance",
   "taxonomy_id": "school_distance",
   "x_transform": "level",
   "x_unit": "km",
   "beta": -0.0035,
   "se": 0.0265,
   "t": -0.14,
   "p": 0.893,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes)."
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Open space distance",
   "taxonomy_id": "green_space",
   "x_transform": "level",
   "x_unit": "m",
   "beta": -0.0052,
   "se": 0.0027,
   "t": -2.9,
   "p": 0.06,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 12,
   "confidence": "medium",
   "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)"
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "Open space distance",
   "taxonomy_id": "green_space",
   "x_transform": "level",
   "x_unit": "m",
   "beta": -0.0117,
   "se": 0.0038,
   "t": -5.25,
   "p": 0.0,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Distance to nearest open space/playground/park in metres"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "Open space distance",
   "taxonomy_id": "green_space",
   "x_transform": "level",
   "x_unit": "m",
   "beta": -0.0066,
   "se": 0.0032,
   "t": -2.03,
   "p": 0.045,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Distance to nearest open space/playground/park in metres"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Ventilation",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "1-5 Likert scale",
   "beta": 0.0121,
   "se": 0.0059,
   "t": 2.05,
   "p": 0.042,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 12,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Perceived ventilation (air and light flow) satisfaction, 5-point scale"
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "Ventilation",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "1-5 Likert scale",
   "beta": 0.0117,
   "se": 0.0027,
   "t": 4.27,
   "p": 0.0,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Perceived ventilation (air and light flow) satisfaction, 5-point scale"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "Ventilation",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "1-5 Likert scale",
   "beta": 0.0094,
   "se": 0.0079,
   "t": 1.18,
   "p": 0.24,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 14,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Perceived ventilation (air and light flow) satisfaction, 5-point scale"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Waterlogging",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.0151,
   "se": 0.0083,
   "t": -3.82,
   "p": 0.07,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 12,
   "confidence": "medium",
   "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"
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "Waterlogging",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.0118,
   "se": 0.0062,
   "t": -2.91,
   "p": 0.059,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "medium",
   "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"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "Waterlogging",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.0104,
   "se": 0.0062,
   "t": -1.67,
   "p": 0.098,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 15,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Presence of waterlogging at the house (1/0)"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Landfill",
   "taxonomy_id": "hazard_site",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.0101,
   "se": 0.0075,
   "t": -1.36,
   "p": 0.176,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 12,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Presence of landfill by wastes nearby (1/0)"
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "Landfill",
   "taxonomy_id": "hazard_site",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.0028,
   "se": 0.0041,
   "t": -0.68,
   "p": 0.497,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Presence of landfill by wastes nearby (1/0)"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "Landfill",
   "taxonomy_id": "hazard_site",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.0146,
   "se": 0.0075,
   "t": -1.93,
   "p": 0.056,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 15,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Presence of landfill by wastes nearby (1/0)"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Drainage/Sewage",
   "taxonomy_id": "public_services",
   "x_transform": "level",
   "x_unit": "1-5 Likert scale",
   "beta": 0.0222,
   "se": 0.0053,
   "t": 4.18,
   "p": 0.0,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 12,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Perceived drainage/sewage condition, 5-point scale"
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "Drainage/Sewage",
   "taxonomy_id": "public_services",
   "x_transform": "level",
   "x_unit": "1-5 Likert scale",
   "beta": 0.0046,
   "se": 0.0022,
   "t": 2.05,
   "p": 0.043,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Perceived drainage/sewage condition, 5-point scale"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "Drainage/Sewage",
   "taxonomy_id": "public_services",
   "x_transform": "level",
   "x_unit": "1-5 Likert scale",
   "beta": 0.0114,
   "se": 0.0059,
   "t": 1.94,
   "p": 0.055,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 15,
   "confidence": "medium",
   "notes": "Log base of dependent variable uncertain (likely log10, see study notes). Perceived drainage/sewage condition, 5-point scale"
  }
 ]
}