{
 "record_id": "3777ce734c4a5c9380dfa227ede8503f4f25b44e",
 "eligible": true,
 "exclusion_reason": null,
 "study": {
  "title": "The impact of urban light rail transit on double-story terraced property values in the Greater Kuala Lumpur, Malaysia",
  "year": 2021,
  "doi": "10.22146/ijg.46302",
  "country": "Malaysia",
  "region_city": "Greater Kuala Lumpur (Kuala Lumpur, Shah Alam, Gombak)",
  "sample_start": 2009,
  "sample_end": 2010,
  "property_type": "single_family",
  "price_type": "transaction",
  "data_source": "Department of Valuation and Property Services Malaysia (Kuala Lumpur, Shah Alam and Gombak branches) sales records of double-storey terraced houses, 2009-2010 (1,640 collected, n = 1,419 in final model)",
  "document_type": "journal",
  "estimators": [
   "OLS"
  ],
  "spatial_method": "none (sub-region dummies CENTRAL/SOUTH)",
  "time_fe": false,
  "location_fe": true,
  "se_type": "OLS",
  "n_obs_total": 1419,
  "ai_methods": [],
  "notes": "Semi-log OLS of ln sale price (MYR) on structural and locational attributes; Table 2 (page 5 of PDF) prints coefficient, t-ratio, Sig. (p-value) and VIF; no SE. Table 2 was reconstructed from the PDF because the text dump garbled it. R2 not printed in the table; text reports the model explains 62% of variation (adj. R2 > 60%). CENTRAL and SOUTH sub-area dummies not extracted (location fixed effects). Park test indicates no heteroscedasticity. Distances in metres."
 },
 "models": [
  {
   "model_id": "T2-c1",
   "table": "2",
   "column": "1",
   "page": 5,
   "dep_var": "ln sale price (MYR)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 1419,
   "r2": 0.62,
   "se_or_t_in_parentheses": "t",
   "sample_subset": "Double-storey terraced houses, Greater Kuala Lumpur, 2009-2010; R2 from text (62%), not printed in table"
  }
 ],
 "coefficients": [
  {
   "model_id": "T2-c1",
   "var_name_printed": "DISTLRT1",
   "taxonomy_id": "transit_distance",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.122668,
   "se": null,
   "t": 4.6,
   "p": 0.0,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 5,
   "confidence": "high",
   "notes": "Dummy: within 1000 m of nearest LRT station. t-ratio and p-value (Sig.) printed; no stars used."
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "DISTLRT2",
   "taxonomy_id": "transit_distance",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.098065,
   "se": null,
   "t": 4.6,
   "p": 0.0,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 5,
   "confidence": "high",
   "notes": "Dummy: 1001-2000 m from nearest LRT station. t-ratio and p-value (Sig.) printed; no stars used."
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "FLOORAREA",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "sqft",
   "beta": 0.000436,
   "se": null,
   "t": 15.8,
   "p": 0.0,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 5,
   "confidence": "high",
   "notes": "Floor area in square feet. t-ratio and p-value (Sig.) printed; no stars used."
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "LOTAREA",
   "taxonomy_id": "lot_size",
   "x_transform": "level",
   "x_unit": "sqft",
   "beta": 0.000214,
   "se": null,
   "t": 16.5,
   "p": 0.0,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 5,
   "confidence": "high",
   "notes": "Lot (land) area in square feet. t-ratio and p-value (Sig.) printed; no stars used."
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "BEDROOMS",
   "taxonomy_id": "bedrooms",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.041764,
   "se": null,
   "t": 2.3,
   "p": 0.02,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 5,
   "confidence": "high",
   "notes": "Dummy: four or more bedrooms. t-ratio and p-value (Sig.) printed; no stars used."
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "FREEHOLD",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.188286,
   "se": null,
   "t": 8.8,
   "p": 0.0,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 5,
   "confidence": "high",
   "notes": "Freehold tenure dummy. t-ratio and p-value (Sig.) printed; no stars used."
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "SHOPCENTRE",
   "taxonomy_id": "commercial_distance",
   "x_transform": "level",
   "x_unit": "m",
   "beta": -7.7e-05,
   "se": null,
   "t": -5.4,
   "p": 0.0,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 5,
   "confidence": "high",
   "notes": "Distance to nearest shopping centre (m). t-ratio and p-value (Sig.) printed; no stars used."
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "HOSPITAL",
   "taxonomy_id": "hospital_distance",
   "x_transform": "level",
   "x_unit": "m",
   "beta": 0.0001,
   "se": null,
   "t": 10.3,
   "p": 0.0,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 5,
   "confidence": "high",
   "notes": "Distance to nearest hospital (m). t-ratio and p-value (Sig.) printed; no stars used."
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "PARK",
   "taxonomy_id": "green_space",
   "x_transform": "level",
   "x_unit": "m",
   "beta": -2.5e-05,
   "se": null,
   "t": -2.3,
   "p": 0.02,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 5,
   "confidence": "high",
   "notes": "Distance to nearest recreational park (m). t-ratio and p-value (Sig.) printed; no stars used."
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "PRIMARYSCH",
   "taxonomy_id": "school_distance",
   "x_transform": "level",
   "x_unit": "m",
   "beta": 6.6e-05,
   "se": null,
   "t": 3.9,
   "p": 0.0,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 5,
   "confidence": "high",
   "notes": "Distance to nearest primary school (m). t-ratio and p-value (Sig.) printed; no stars used."
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "HP_SECONDARYSCH",
   "taxonomy_id": "school_distance",
   "x_transform": "level",
   "x_unit": "m",
   "beta": -6.5e-05,
   "se": null,
   "t": -7.4,
   "p": 0.0,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 5,
   "confidence": "high",
   "notes": "Distance to nearest high-performing secondary school (m). t-ratio and p-value (Sig.) printed; no stars used."
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "CBD",
   "taxonomy_id": "cbd_distance",
   "x_transform": "level",
   "x_unit": "m",
   "beta": -2.3e-05,
   "se": null,
   "t": -3.5,
   "p": 0.0,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 5,
   "confidence": "high",
   "notes": "Distance to central business district (m). t-ratio and p-value (Sig.) printed; no stars used."
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "FOREST",
   "taxonomy_id": "green_space",
   "x_transform": "level",
   "x_unit": "m",
   "beta": -3.2e-05,
   "se": null,
   "t": -3.0,
   "p": 0.0,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 5,
   "confidence": "high",
   "notes": "Distance to nearest forest (m). t-ratio and p-value (Sig.) printed; no stars used."
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "INDUSTRIAL",
   "taxonomy_id": "hazard_site",
   "x_transform": "level",
   "x_unit": "m",
   "beta": 3.3e-05,
   "se": null,
   "t": 6.0,
   "p": 0.0,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 5,
   "confidence": "high",
   "notes": "Distance to nearest industrial area (m). t-ratio and p-value (Sig.) printed; no stars used."
  }
 ]
}