{
 "record_id": "87f031f0ad9dc17cd7151e97fc7ad56a0e7b728f",
 "eligible": true,
 "exclusion_reason": null,
 "study": {
  "title": "Spatial Variability of the 'Airbnb Effect': A Spatially Explicit Analysis of Airbnb's Impact on Housing Prices in Sydney",
  "year": 2022,
  "doi": "10.3390/ijgi11010065",
  "country": "Australia",
  "region_city": "Sydney, New South Wales",
  "sample_start": 2019,
  "sample_end": 2019,
  "property_type": "mixed",
  "price_type": "transaction",
  "data_source": "Australian Property Monitors (APM) residential sales 2019 (n=36,264); AirDNA Airbnb listings aggregated to postcode; OpenStreetMap amenities",
  "document_type": "journal",
  "estimators": [
   "OLS",
   "IV",
   "GWR"
  ],
  "spatial_method": "GWR (adaptive gaussian kernel, 190 nearest neighbours) as spatial model; postcode controls in OLS/IV",
  "time_fe": true,
  "location_fe": true,
  "se_type": "robust",
  "n_obs_total": 36264,
  "ai_methods": [],
  "notes": "ISPRS Int. J. Geo-Inf. 2022, 11, 65 (metadata DOI 10.31235/osf.io/cw2a9 is the preprint; year in metadata 2021). Table 2 prints SEs only for Airbnb density; all other coefficients are printed without SE/stars (confidence medium). Columns 1-2 have no month/postcode controls (time_fe/location_fe false for them), columns 3-4 include month FE and postcode controls. Table 4 (GWR) reports only the distribution (min, Q1, median, Q3, max) of local coefficients and is not extracted. Property type: residential sales including houses and units (a 'House' flag is mentioned in the model but not reported). Distance units are not stated."
 },
 "models": [
  {
   "model_id": "T2-c1",
   "table": "2",
   "column": "1 Baseline",
   "page": 10,
   "dep_var": "log(sale price), AUD",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 36264,
   "r2": 0.746,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Baseline hedonic without Airbnb density; no month or postcode controls; adjusted R2"
  },
  {
   "model_id": "T2-c2",
   "table": "2",
   "column": "2 Baseline OLS",
   "page": 10,
   "dep_var": "log(sale price), AUD",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 36264,
   "r2": 0.796,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Baseline OLS with log Airbnb density; no month or postcode controls; adjusted R2"
  },
  {
   "model_id": "T2-c3",
   "table": "2",
   "column": "3 Control OLS",
   "page": 10,
   "dep_var": "log(sale price), AUD",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 36264,
   "r2": 0.868,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "OLS with month fixed effects and postcode-level controls; adjusted R2"
  },
  {
   "model_id": "T2-c4",
   "table": "2",
   "column": "4 IV",
   "page": 10,
   "dep_var": "log(sale price), AUD",
   "dep_transform": "log",
   "estimator": "IV",
   "n_obs": 36264,
   "r2": 0.871,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Two-stage least squares; Airbnb density instrumented by shift-share (Dec-2018 density x Google Trends); month FE and postcode controls; adjusted R2"
  }
 ],
 "coefficients": [
  {
   "model_id": "T2-c1",
   "var_name_printed": "Bedrooms",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.085,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Bedrooms",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.106,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Bedrooms",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.113,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Bedrooms",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.112,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Baths",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.112,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Baths",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.096,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Baths",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.079,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Baths",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.08,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Parking",
   "taxonomy_id": "parking",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.036,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Flag for parking (per section 3.2); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Parking",
   "taxonomy_id": "parking",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.046,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Flag for parking (per section 3.2); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Parking",
   "taxonomy_id": "parking",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.04,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Flag for parking (per section 3.2); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Parking",
   "taxonomy_id": "parking",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.04,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Flag for parking (per section 3.2); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Dist. to City Centre",
   "taxonomy_id": "cbd_distance",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to city centre; unit not stated (coefficient printed as −0.000, consistent with metres); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Dist. to City Centre",
   "taxonomy_id": "cbd_distance",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to city centre; unit not stated (coefficient printed as −0.000, consistent with metres); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Dist. to City Centre",
   "taxonomy_id": "cbd_distance",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to city centre; unit not stated (coefficient printed as −0.000, consistent with metres); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Dist. to City Centre",
   "taxonomy_id": "cbd_distance",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to city centre; unit not stated (coefficient printed as −0.000, consistent with metres); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Dist. to Coast",
   "taxonomy_id": "water_proximity",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to coastline; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Dist. to Coast",
   "taxonomy_id": "water_proximity",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to coastline; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Dist. to Coast",
   "taxonomy_id": "water_proximity",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to coastline; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Dist. to Coast",
   "taxonomy_id": "water_proximity",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to coastline; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Dist. to Commercial Zones",
   "taxonomy_id": "commercial_distance",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to commercial zones; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Dist. to Commercial Zones",
   "taxonomy_id": "commercial_distance",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to commercial zones; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Dist. to Commercial Zones",
   "taxonomy_id": "commercial_distance",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to commercial zones; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Dist. to Commercial Zones",
   "taxonomy_id": "commercial_distance",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to commercial zones; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Dist. to Swim Place",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to nearest swimming place (beach/pool); unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Dist. to Swim Place",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to nearest swimming place (beach/pool); unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Dist. to Swim Place",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to nearest swimming place (beach/pool); unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Dist. to Swim Place",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to nearest swimming place (beach/pool); unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Dist. to Industrial Zones",
   "taxonomy_id": "hazard_site",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to industrial zones; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Dist. to Industrial Zones",
   "taxonomy_id": "hazard_site",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to industrial zones; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Dist. to Industrial Zones",
   "taxonomy_id": "hazard_site",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to industrial zones; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Dist. to Industrial Zones",
   "taxonomy_id": "hazard_site",
   "x_transform": "level",
   "x_unit": "unknown",
   "beta": -0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Euclidean distance to industrial zones; unit not stated (coefficient printed as −0.000); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Within 400 m of Railway Station",
   "taxonomy_id": "transit_distance",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.144,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 400 m of a railway station; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Within 400 m of Railway Station",
   "taxonomy_id": "transit_distance",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.082,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 400 m of a railway station; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Within 400 m of Railway Station",
   "taxonomy_id": "transit_distance",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.03,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 400 m of a railway station; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Within 400 m of Railway Station",
   "taxonomy_id": "transit_distance",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.03,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 400 m of a railway station; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Within 800 m of Railway Station",
   "taxonomy_id": "transit_distance",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.126,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 800 m of a railway station (column 3 value 0.241 as printed, out of line with other columns); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Within 800 m of Railway Station",
   "taxonomy_id": "transit_distance",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.077,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 800 m of a railway station (column 3 value 0.241 as printed, out of line with other columns); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Within 800 m of Railway Station",
   "taxonomy_id": "transit_distance",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.241,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 800 m of a railway station (column 3 value 0.241 as printed, out of line with other columns); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Within 800 m of Railway Station",
   "taxonomy_id": "transit_distance",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.025,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 800 m of a railway station (column 3 value 0.241 as printed, out of line with other columns); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Within 1600 m of Railway Station",
   "taxonomy_id": "transit_distance",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.073,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 1600 m of a railway station; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Within 1600 m of Railway Station",
   "taxonomy_id": "transit_distance",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.044,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 1600 m of a railway station; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Within 1600 m of Railway Station",
   "taxonomy_id": "transit_distance",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.004,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 1600 m of a railway station; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Within 1600 m of Railway Station",
   "taxonomy_id": "transit_distance",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.037,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 1600 m of a railway station; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Crime Rate",
   "taxonomy_id": "crime",
   "x_transform": "level",
   "x_unit": "rate",
   "beta": -0.227,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Local crime rate; exact definition/unit not stated in extracted pages; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Crime Rate",
   "taxonomy_id": "crime",
   "x_transform": "level",
   "x_unit": "rate",
   "beta": -0.2,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Local crime rate; exact definition/unit not stated in extracted pages; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Crime Rate",
   "taxonomy_id": "crime",
   "x_transform": "level",
   "x_unit": "rate",
   "beta": -0.015,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Local crime rate; exact definition/unit not stated in extracted pages; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Crime Rate",
   "taxonomy_id": "crime",
   "x_transform": "level",
   "x_unit": "rate",
   "beta": -0.01,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Local crime rate; exact definition/unit not stated in extracted pages; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Median Family Income",
   "taxonomy_id": "income",
   "x_transform": "level",
   "x_unit": "currency",
   "beta": 0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Median family income (AUD, neighbourhood); coefficient printed as 0.000; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Median Family Income",
   "taxonomy_id": "income",
   "x_transform": "level",
   "x_unit": "currency",
   "beta": 0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Median family income (AUD, neighbourhood); coefficient printed as 0.000; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Median Family Income",
   "taxonomy_id": "income",
   "x_transform": "level",
   "x_unit": "currency",
   "beta": 0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Median family income (AUD, neighbourhood); coefficient printed as 0.000; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Median Family Income",
   "taxonomy_id": "income",
   "x_transform": "level",
   "x_unit": "currency",
   "beta": 0.0,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Median family income (AUD, neighbourhood); coefficient printed as 0.000; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Within 100 m of Main Road",
   "taxonomy_id": "highway_distance",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.006,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 100 m of a main road; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Within 100 m of Main Road",
   "taxonomy_id": "highway_distance",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.016,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 100 m of a main road; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Within 100 m of Main Road",
   "taxonomy_id": "highway_distance",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.023,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 100 m of a main road; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Within 100 m of Main Road",
   "taxonomy_id": "highway_distance",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.022,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 100 m of a main road; No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Within 100 m of Railway Line",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.065,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 100 m of a railway line (track nuisance, not a station); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Within 100 m of Railway Line",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.047,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 100 m of a railway line (track nuisance, not a station); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Within 100 m of Railway Line",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.061,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 100 m of a railway line (track nuisance, not a station); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Within 100 m of Railway Line",
   "taxonomy_id": "other",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.064,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "medium",
   "notes": "Dummy: within 100 m of a railway line (track nuisance, not a station); No standard error or significance printed for control variables (only the Airbnb density coefficient has a SE)"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Airbnb Density",
   "taxonomy_id": "other",
   "x_transform": "log",
   "x_unit": "listings per km2 (postcode, monthly)",
   "beta": 0.0844,
   "se": 0.002,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "high",
   "notes": "log of active Airbnb listings per km2 of the property's postcode in the sale month (variable of interest); authors interpret as elasticity (x100); *** p<0.01; robust SE"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Airbnb Density",
   "taxonomy_id": "other",
   "x_transform": "log",
   "x_unit": "listings per km2 (postcode, monthly)",
   "beta": 0.0301,
   "se": 0.0019,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "high",
   "notes": "log of active Airbnb listings per km2 of the property's postcode in the sale month (variable of interest); authors interpret as elasticity (x100); *** p<0.01; robust SE"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Airbnb Density",
   "taxonomy_id": "other",
   "x_transform": "log",
   "x_unit": "listings per km2 (postcode, monthly)",
   "beta": 0.0201,
   "se": 0.0024,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 10,
   "confidence": "high",
   "notes": "log of active Airbnb listings per km2 of the property's postcode in the sale month (variable of interest); authors interpret as elasticity (x100); *** p<0.01; robust SE"
  }
 ]
}