{
 "record_id": "f90cf5207d8f2a48c20e426cb00e7a3d92fecdbe",
 "eligible": false,
 "exclusion_reason": "Aggregate unit of analysis: individual transactions are averaged to residential-community (xiaoqu) mean prices per year (513 communities in 2012, 679 in 2016, 1,013 in 2020; p.6) and the OLS/GWR hedonic models (Table 4, p.9) are estimated on community means, not on dwelling-level prices. Table 4 reports OLS estimates with t-values and GWR mean coefficients for log community price on green ratio, plot ratio, property-management level, building age, subway dummy, quality school dummies and distances (km) to CBD, wetland park, Xiang River and green space -- extractable if community-level means are later admitted.",
 "study": {
  "title": "The Capitalization Effect of Natural Amenities on Housing Price in Urban China: New Evidence From Changsha",
  "year": 2022,
  "doi": "10.3389/fenvs.2022.833831",
  "country": "China",
  "region_city": "Changsha, Hunan",
  "sample_start": 2012,
  "sample_end": 2020,
  "property_type": "condo_apartment",
  "price_type": "transaction",
  "data_source": "Housing transaction records (2012, 2016, 2020) aggregated to community annual mean price; Baidu POI data",
  "document_type": "journal",
  "estimators": [
   "OLS",
   "GWR"
  ],
  "spatial_method": "Geographically weighted regression (Gaussian adaptive kernel, AICc bandwidth) compared with global OLS",
  "time_fe": false,
  "location_fe": false,
  "se_type": "unknown",
  "n_obs_total": 2205,
  "ai_methods": [],
  "notes": "Three cross-sections (2012, 2016, 2020). Dependent variable: logarithm of community mean house price (per m2 implied). Not extracted because the unit of analysis is the residential community mean."
 },
 "models": [],
 "coefficients": []
}