{
 "record_id": "d3e27cac15a096168d22a145ab49342c924dc96e",
 "eligible": true,
 "exclusion_reason": null,
 "study": {
  "title": "Bridging the information gap: what are the impacts of EPCs on Prague's residential market selling prices?",
  "year": 2025,
  "doi": "10.2478/fiqf-2025-0026",
  "country": "Czech Republic",
  "region_city": "Prague",
  "sample_start": 2023,
  "sample_end": 2023,
  "property_type": "condo_apartment",
  "price_type": "listing",
  "data_source": "Sale advertisements for apartments scraped from sreality.cz as of 22 Sep 2023 (4,189 ads; EPC class G excluded)",
  "document_type": "journal",
  "estimators": [
   "OLS"
  ],
  "spatial_method": "none (separate regressions by location class; ordinal location variable in the pooled model)",
  "time_fe": false,
  "location_fe": false,
  "se_type": "OLS",
  "n_obs_total": 4189,
  "ai_methods": [],
  "notes": "Dependent variable = natural log of asking price per square metre in CZK. Only point estimates and stars are printed (no SEs or t). Stars: *** p<0.01, ** p<0.05, * p<0.1. Table 3 = full sample (with 'state' dummy); Table 4 = subsample with state=1 (new construction, after reconstruction, project, under construction), state dropped. Columns: Prague (pooled, includes ordinal 'location' 1-6) and Locations 1 (most attractive) to 6 (least attractive). EPC coded 1=A (most efficient) ... 6=F; negative coefficient = price falls with worse class. Cross-sectional listing data (single scrape date). EViews LS estimates; heteroscedasticity detected but not corrected."
 },
 "models": [
  {
   "model_id": "T3-c1",
   "table": "3",
   "column": "1 (Prague)",
   "page": 8,
   "dep_var": "log price per square metre (CZK)",
   "dep_transform": "per_m2",
   "estimator": "OLS",
   "n_obs": 4189,
   "r2": 0.491,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Prague: full sample of sale ads (Table 3 spans pages 7-8); dependent variable is the natural log of asking price per m2"
  },
  {
   "model_id": "T3-c2",
   "table": "3",
   "column": "2 (Location 1)",
   "page": 8,
   "dep_var": "log price per square metre (CZK)",
   "dep_transform": "per_m2",
   "estimator": "OLS",
   "n_obs": 264,
   "r2": 0.383,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Location 1: full sample of sale ads (Table 3 spans pages 7-8); dependent variable is the natural log of asking price per m2"
  },
  {
   "model_id": "T3-c3",
   "table": "3",
   "column": "3 (Location 2)",
   "page": 8,
   "dep_var": "log price per square metre (CZK)",
   "dep_transform": "per_m2",
   "estimator": "OLS",
   "n_obs": 364,
   "r2": 0.359,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Location 2: full sample of sale ads (Table 3 spans pages 7-8); dependent variable is the natural log of asking price per m2"
  },
  {
   "model_id": "T3-c4",
   "table": "3",
   "column": "4 (Location 3)",
   "page": 8,
   "dep_var": "log price per square metre (CZK)",
   "dep_transform": "per_m2",
   "estimator": "OLS",
   "n_obs": 914,
   "r2": 0.482,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Location 3: full sample of sale ads (Table 3 spans pages 7-8); dependent variable is the natural log of asking price per m2"
  },
  {
   "model_id": "T3-c5",
   "table": "3",
   "column": "5 (Location 4)",
   "page": 8,
   "dep_var": "log price per square metre (CZK)",
   "dep_transform": "per_m2",
   "estimator": "OLS",
   "n_obs": 1281,
   "r2": 0.548,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Location 4: full sample of sale ads (Table 3 spans pages 7-8); dependent variable is the natural log of asking price per m2"
  },
  {
   "model_id": "T3-c6",
   "table": "3",
   "column": "6 (Location 5)",
   "page": 8,
   "dep_var": "log price per square metre (CZK)",
   "dep_transform": "per_m2",
   "estimator": "OLS",
   "n_obs": 1059,
   "r2": 0.498,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Location 5: full sample of sale ads (Table 3 spans pages 7-8); dependent variable is the natural log of asking price per m2"
  },
  {
   "model_id": "T3-c7",
   "table": "3",
   "column": "7 (Location 6)",
   "page": 8,
   "dep_var": "log price per square metre (CZK)",
   "dep_transform": "per_m2",
   "estimator": "OLS",
   "n_obs": 307,
   "r2": 0.487,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Location 6: full sample of sale ads (Table 3 spans pages 7-8); dependent variable is the natural log of asking price per m2"
  },
  {
   "model_id": "T4-c1",
   "table": "4",
   "column": "1 (Prague)",
   "page": 8,
   "dep_var": "log price per square metre (CZK)",
   "dep_transform": "per_m2",
   "estimator": "OLS",
   "n_obs": 2557,
   "r2": 0.393,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Prague: subsample with state = 1 (new construction / after reconstruction / project / under construction); dependent variable is the natural log of asking price per m2"
  },
  {
   "model_id": "T4-c2",
   "table": "4",
   "column": "2 (Location 1)",
   "page": 8,
   "dep_var": "log price per square metre (CZK)",
   "dep_transform": "per_m2",
   "estimator": "OLS",
   "n_obs": 131,
   "r2": 0.253,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Location 1: subsample with state = 1 (new construction / after reconstruction / project / under construction); dependent variable is the natural log of asking price per m2"
  },
  {
   "model_id": "T4-c3",
   "table": "4",
   "column": "3 (Location 2)",
   "page": 8,
   "dep_var": "log price per square metre (CZK)",
   "dep_transform": "per_m2",
   "estimator": "OLS",
   "n_obs": 237,
   "r2": 0.301,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Location 2: subsample with state = 1 (new construction / after reconstruction / project / under construction); dependent variable is the natural log of asking price per m2"
  },
  {
   "model_id": "T4-c4",
   "table": "4",
   "column": "4 (Location 3)",
   "page": 8,
   "dep_var": "log price per square metre (CZK)",
   "dep_transform": "per_m2",
   "estimator": "OLS",
   "n_obs": 472,
   "r2": 0.387,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Location 3: subsample with state = 1 (new construction / after reconstruction / project / under construction); dependent variable is the natural log of asking price per m2"
  },
  {
   "model_id": "T4-c5",
   "table": "4",
   "column": "5 (Location 4)",
   "page": 8,
   "dep_var": "log price per square metre (CZK)",
   "dep_transform": "per_m2",
   "estimator": "OLS",
   "n_obs": 818,
   "r2": 0.467,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Location 4: subsample with state = 1 (new construction / after reconstruction / project / under construction); dependent variable is the natural log of asking price per m2"
  },
  {
   "model_id": "T4-c6",
   "table": "4",
   "column": "6 (Location 5)",
   "page": 8,
   "dep_var": "log price per square metre (CZK)",
   "dep_transform": "per_m2",
   "estimator": "OLS",
   "n_obs": 678,
   "r2": 0.408,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Location 5: subsample with state = 1 (new construction / after reconstruction / project / under construction); dependent variable is the natural log of asking price per m2"
  },
  {
   "model_id": "T4-c7",
   "table": "4",
   "column": "7 (Location 6)",
   "page": 8,
   "dep_var": "log price per square metre (CZK)",
   "dep_transform": "per_m2",
   "estimator": "OLS",
   "n_obs": 221,
   "r2": 0.423,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Location 6: subsample with state = 1 (new construction / after reconstruction / project / under construction); dependent variable is the natural log of asking price per m2"
  }
 ],
 "coefficients": [
  {
   "model_id": "T3-c1",
   "var_name_printed": "area_net",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 1.26e-05,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE); printed in scientific notation"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "sep_kitch",
   "taxonomy_id": "kitchen_quality",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.019,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "sqm_room",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.015,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "state",
   "taxonomy_id": "condition",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.18,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Technical condition dummy: 1 = after reconstruction, project, under construction, new construction; 0 = good, very good, under/before reconstruction; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "location",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "index",
   "beta": -0.056,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Ordinal location attractiveness class 1 (most attractive) to 6 (least attractive), pooled Prague model only; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "EPC",
   "taxonomy_id": "energy_efficiency",
   "x_transform": "level",
   "x_unit": "index",
   "beta": -0.024,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "area_net",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 7.83e-05,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE); printed in scientific notation"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "sep_kitch",
   "taxonomy_id": "kitchen_quality",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.002,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "sqm_room",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.013,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "state",
   "taxonomy_id": "condition",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.266,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Technical condition dummy: 1 = after reconstruction, project, under construction, new construction; 0 = good, very good, under/before reconstruction; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "EPC",
   "taxonomy_id": "energy_efficiency",
   "x_transform": "level",
   "x_unit": "index",
   "beta": 0.021,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "area_net",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE); printed in scientific notation"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "sep_kitch",
   "taxonomy_id": "kitchen_quality",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.069,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "sqm_room",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.009,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "state",
   "taxonomy_id": "condition",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.073,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Technical condition dummy: 1 = after reconstruction, project, under construction, new construction; 0 = good, very good, under/before reconstruction; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "EPC",
   "taxonomy_id": "energy_efficiency",
   "x_transform": "level",
   "x_unit": "index",
   "beta": -0.001,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "area_net",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.001,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "sep_kitch",
   "taxonomy_id": "kitchen_quality",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.017,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "sqm_room",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.013,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "state",
   "taxonomy_id": "condition",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.18,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Technical condition dummy: 1 = after reconstruction, project, under construction, new construction; 0 = good, very good, under/before reconstruction; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "EPC",
   "taxonomy_id": "energy_efficiency",
   "x_transform": "level",
   "x_unit": "index",
   "beta": -0.016,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "area_net",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE); printed in scientific notation"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "sep_kitch",
   "taxonomy_id": "kitchen_quality",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.035,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "sqm_room",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.015,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "state",
   "taxonomy_id": "condition",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.178,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Technical condition dummy: 1 = after reconstruction, project, under construction, new construction; 0 = good, very good, under/before reconstruction; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "EPC",
   "taxonomy_id": "energy_efficiency",
   "x_transform": "level",
   "x_unit": "index",
   "beta": -0.502,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "medium",
   "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE); printed value -0.502 is an outlier vs other columns (possible typo for -0.052), recorded as printed"
  },
  {
   "model_id": "T3-c6",
   "var_name_printed": "area_net",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": -0.001,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c6",
   "var_name_printed": "sep_kitch",
   "taxonomy_id": "kitchen_quality",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.022,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c6",
   "var_name_printed": "sqm_room",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.018,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c6",
   "var_name_printed": "state",
   "taxonomy_id": "condition",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.128,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Technical condition dummy: 1 = after reconstruction, project, under construction, new construction; 0 = good, very good, under/before reconstruction; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c6",
   "var_name_printed": "EPC",
   "taxonomy_id": "energy_efficiency",
   "x_transform": "level",
   "x_unit": "index",
   "beta": -0.064,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c7",
   "var_name_printed": "area_net",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE); printed in scientific notation"
  },
  {
   "model_id": "T3-c7",
   "var_name_printed": "sep_kitch",
   "taxonomy_id": "kitchen_quality",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.036,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c7",
   "var_name_printed": "sqm_room",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.016,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c7",
   "var_name_printed": "state",
   "taxonomy_id": "condition",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.178,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Technical condition dummy: 1 = after reconstruction, project, under construction, new construction; 0 = good, very good, under/before reconstruction; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T3-c7",
   "var_name_printed": "EPC",
   "taxonomy_id": "energy_efficiency",
   "x_transform": "level",
   "x_unit": "index",
   "beta": -0.026,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "area_net",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 3.71e-05,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE); printed in scientific notation"
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "sep_kitch",
   "taxonomy_id": "kitchen_quality",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.055,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "sqm_room",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.014,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "location",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "index",
   "beta": -0.056,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Ordinal location attractiveness class 1 (most attractive) to 6 (least attractive), pooled Prague model only; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "EPC",
   "taxonomy_id": "energy_efficiency",
   "x_transform": "level",
   "x_unit": "index",
   "beta": -0.08,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c2",
   "var_name_printed": "area_net",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.001,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c2",
   "var_name_printed": "sep_kitch",
   "taxonomy_id": "kitchen_quality",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.189,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c2",
   "var_name_printed": "sqm_room",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.006,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c2",
   "var_name_printed": "EPC",
   "taxonomy_id": "energy_efficiency",
   "x_transform": "level",
   "x_unit": "index",
   "beta": -0.039,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c3",
   "var_name_printed": "area_net",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.001,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c3",
   "var_name_printed": "sep_kitch",
   "taxonomy_id": "kitchen_quality",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.022,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c3",
   "var_name_printed": "sqm_room",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.008,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c3",
   "var_name_printed": "EPC",
   "taxonomy_id": "energy_efficiency",
   "x_transform": "level",
   "x_unit": "index",
   "beta": -0.028,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c4",
   "var_name_printed": "area_net",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.001,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c4",
   "var_name_printed": "sep_kitch",
   "taxonomy_id": "kitchen_quality",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.034,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c4",
   "var_name_printed": "sqm_room",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.01,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c4",
   "var_name_printed": "EPC",
   "taxonomy_id": "energy_efficiency",
   "x_transform": "level",
   "x_unit": "index",
   "beta": -0.065,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c5",
   "var_name_printed": "area_net",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.001,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c5",
   "var_name_printed": "sep_kitch",
   "taxonomy_id": "kitchen_quality",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.084,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c5",
   "var_name_printed": "sqm_room",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.015,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c5",
   "var_name_printed": "EPC",
   "taxonomy_id": "energy_efficiency",
   "x_transform": "level",
   "x_unit": "index",
   "beta": -0.139,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c6",
   "var_name_printed": "area_net",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": -0.001,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c6",
   "var_name_printed": "sep_kitch",
   "taxonomy_id": "kitchen_quality",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.013,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c6",
   "var_name_printed": "sqm_room",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.018,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c6",
   "var_name_printed": "EPC",
   "taxonomy_id": "energy_efficiency",
   "x_transform": "level",
   "x_unit": "index",
   "beta": -0.142,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c7",
   "var_name_printed": "area_net",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": -0.001,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Total net area of the apartment in m2; dependent variable is price per m2; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c7",
   "var_name_printed": "sep_kitch",
   "taxonomy_id": "kitchen_quality",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.145,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if the apartment has a separate kitchen; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c7",
   "var_name_printed": "sqm_room",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.016,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Average square metres per room (area_net / rooms); printed name sqm_room; only point estimate and stars printed (no SE)"
  },
  {
   "model_id": "T4-c7",
   "var_name_printed": "EPC",
   "taxonomy_id": "energy_efficiency",
   "x_transform": "level",
   "x_unit": "index",
   "beta": -0.055,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "EPC class coded 1=A (most efficient) to 6=F (least efficient); class G excluded; one-step worse class effect; only point estimate and stars printed (no SE)"
  }
 ]
}