{
 "record_id": "bc3577b4d2c3cc062519a4199d4f0a8834e89c89",
 "eligible": true,
 "exclusion_reason": null,
 "study": {
  "title": "Points of Interest and Housing Prices",
  "year": 2023,
  "doi": "10.2478/remav-2023-0007",
  "country": "Poland",
  "region_city": "Olsztyn",
  "sample_start": 2021,
  "sample_end": 2021,
  "property_type": "condo_apartment",
  "price_type": "transaction",
  "data_source": "Olsztyn City Council real estate price register, 2182 dwelling transactions in 2021; OpenStreetMap POIs (2536)",
  "document_type": "journal",
  "estimators": [
   "spatial_error",
   "OLS"
  ],
  "spatial_method": "spatial error model (SAR error), k=5 nearest neighbours weight matrix",
  "time_fe": false,
  "location_fe": false,
  "se_type": "unknown",
  "n_obs_total": 2182,
  "ai_methods": [],
  "notes": "Real Estate Management and Valuation 31(1) 69-77. Dependent variable is the unit price (PLN per m2) in levels, so coefficients are PLN/m2 per unit of x. Tables 4 and 5 (PDF page 7) print estimate, std. error and p-value side by side (no parentheses). POI densities are kernel densities (quartic kernel, 200 m bandwidth) in POI per km2. OLS column of Table 5 uses decimal commas in the source. Intercept, lambda and VIF not extracted. 'year' is construction decade since 1940 (mapped to age with x_transform 'other')."
 },
 "models": [
  {
   "model_id": "T4-SAR",
   "table": "4",
   "column": "Error SAR",
   "page": 7,
   "dep_var": "transaction price per m2 of dwelling, PLN/m2",
   "dep_transform": "per_m2",
   "estimator": "spatial_error",
   "n_obs": 2182,
   "r2": null,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Spatial error model (k=5 nearest-neighbour weights), total POI density; lambda 0.453, AIC 36254; SE and p-value printed in columns"
  },
  {
   "model_id": "T4-OLS",
   "table": "4",
   "column": "OLS",
   "page": 7,
   "dep_var": "transaction price per m2 of dwelling, PLN/m2",
   "dep_transform": "per_m2",
   "estimator": "OLS",
   "n_obs": 2182,
   "r2": null,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Multiple linear regression, total POI density; AIC 36457; SE and p-value printed in columns"
  },
  {
   "model_id": "T5-SAR",
   "table": "5",
   "column": "Error SAR",
   "page": 7,
   "dep_var": "transaction price per m2 of dwelling, PLN/m2",
   "dep_transform": "per_m2",
   "estimator": "spatial_error",
   "n_obs": 2182,
   "r2": null,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Spatial error model with 14 POI category densities; lambda 0.416, AIC 36233"
  },
  {
   "model_id": "T5-OLS",
   "table": "5",
   "column": "OLS",
   "page": 7,
   "dep_var": "transaction price per m2 of dwelling, PLN/m2",
   "dep_transform": "per_m2",
   "estimator": "OLS",
   "n_obs": 2182,
   "r2": null,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "OLS with 14 POI category densities; AIC 36388 (decimal commas in source converted to points)"
  }
 ],
 "coefficients": [
  {
   "model_id": "T4-SAR",
   "var_name_printed": "date",
   "taxonomy_id": "transaction_timing",
   "x_transform": "level",
   "x_unit": "month number (1-12) in 2021",
   "beta": 82.713,
   "se": 7.158,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Month of transaction in 2021 as a linear trend; p-value printed as '< 0.001'"
  },
  {
   "model_id": "T4-OLS",
   "var_name_printed": "date",
   "taxonomy_id": "transaction_timing",
   "x_transform": "level",
   "x_unit": "month number (1-12) in 2021",
   "beta": 102.824,
   "se": 7.028,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Month of transaction in 2021 as a linear trend; p-value printed as '< 0.001'"
  },
  {
   "model_id": "T4-SAR",
   "var_name_printed": "area",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": -21.749,
   "se": 1.162,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Usable floor area of the dwelling in m2; dependent variable is price per m2; p-value printed as '< 0.001'"
  },
  {
   "model_id": "T4-OLS",
   "var_name_printed": "area",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": -21.072,
   "se": 1.101,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Usable floor area of the dwelling in m2; dependent variable is price per m2; p-value printed as '< 0.001'"
  },
  {
   "model_id": "T4-SAR",
   "var_name_printed": "market",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 715.935,
   "se": 73.616,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Market type: primary (new) = 0, secondary = 1; p-value printed as '< 0.001'"
  },
  {
   "model_id": "T4-OLS",
   "var_name_printed": "market",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 450.83,
   "se": 55.709,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Market type: primary (new) = 0, secondary = 1; p-value printed as '< 0.001'"
  },
  {
   "model_id": "T4-SAR",
   "var_name_printed": "floor",
   "taxonomy_id": "floor_level",
   "x_transform": "other",
   "x_unit": "index",
   "beta": 46.24,
   "se": 23.775,
   "t": null,
   "p": 0.052,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Floor location favourability: unfavourable = 1, average = 2, favourable = 3 (ordinal, entered linearly)"
  },
  {
   "model_id": "T4-OLS",
   "var_name_printed": "floor",
   "taxonomy_id": "floor_level",
   "x_transform": "other",
   "x_unit": "index",
   "beta": 70.138,
   "se": 25.655,
   "t": null,
   "p": 0.006,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Floor location favourability: unfavourable = 1, average = 2, favourable = 3 (ordinal, entered linearly)"
  },
  {
   "model_id": "T4-SAR",
   "var_name_printed": "high",
   "taxonomy_id": "storeys",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 116.94,
   "se": 67.993,
   "t": null,
   "p": 0.085,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Building over five storeys = 1, up to five = 0 (building height dummy)"
  },
  {
   "model_id": "T4-OLS",
   "var_name_printed": "high",
   "taxonomy_id": "storeys",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 272.109,
   "se": 49.65,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Building over five storeys = 1, up to five = 0 (building height dummy); p-value printed as '< 0.001'"
  },
  {
   "model_id": "T4-SAR",
   "var_name_printed": "year",
   "taxonomy_id": "age",
   "x_transform": "other",
   "x_unit": "decades since 1940",
   "beta": 214.661,
   "se": 15.342,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Year of construction expressed in decades since 1940 (construction period, not age; higher = newer); p-value printed as '< 0.001'"
  },
  {
   "model_id": "T4-OLS",
   "var_name_printed": "year",
   "taxonomy_id": "age",
   "x_transform": "other",
   "x_unit": "decades since 1940",
   "beta": 207.272,
   "se": 10.999,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Year of construction expressed in decades since 1940 (construction period, not age; higher = newer); p-value printed as '< 0.001'"
  },
  {
   "model_id": "T4-SAR",
   "var_name_printed": "POI",
   "taxonomy_id": "neighbourhood_amenities",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 0.823,
   "se": 0.178,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Total density of all points of interest (POI per km2, kernel density, 200 m bandwidth) at the transaction location; p-value printed as '< 0.001'"
  },
  {
   "model_id": "T4-OLS",
   "var_name_printed": "POI",
   "taxonomy_id": "neighbourhood_amenities",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 0.492,
   "se": 0.109,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Total density of all points of interest (POI per km2, kernel density, 200 m bandwidth) at the transaction location; p-value printed as '< 0.001'"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "date",
   "taxonomy_id": "transaction_timing",
   "x_transform": "level",
   "x_unit": "month number (1-12) in 2021",
   "beta": 85.124,
   "se": 7.13,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Month of transaction in 2021 as a linear trend; p-value printed as '< 0.001'"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "date",
   "taxonomy_id": "transaction_timing",
   "x_transform": "level",
   "x_unit": "month number (1-12) in 2021",
   "beta": 104.491,
   "se": 7.004,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Month of transaction in 2021 as a linear trend; p-value printed as '< 0.001'"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "area",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": -21.999,
   "se": 1.163,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Usable floor area of the dwelling in m2; dependent variable is price per m2; p-value printed as '< 0.001'"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "area",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": -21.548,
   "se": 1.126,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Usable floor area of the dwelling in m2; dependent variable is price per m2; p-value printed as '< 0.001'"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "market",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 794.159,
   "se": 74.517,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Market type: primary (new) = 0, secondary = 1; p-value printed as '< 0.001'"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "market",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 597.354,
   "se": 58.487,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Market type: primary (new) = 0, secondary = 1; p-value printed as '< 0.001'"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "floor",
   "taxonomy_id": "floor_level",
   "x_transform": "other",
   "x_unit": "index",
   "beta": 47.938,
   "se": 23.671,
   "t": null,
   "p": 0.043,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Floor location favourability: unfavourable = 1, average = 2, favourable = 3 (ordinal, entered linearly)"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "floor",
   "taxonomy_id": "floor_level",
   "x_transform": "other",
   "x_unit": "index",
   "beta": 72.536,
   "se": 25.238,
   "t": null,
   "p": 0.004,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Floor location favourability: unfavourable = 1, average = 2, favourable = 3 (ordinal, entered linearly)"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "high",
   "taxonomy_id": "storeys",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 103.195,
   "se": 67.361,
   "t": null,
   "p": 0.125,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Building over five storeys = 1, up to five = 0 (building height dummy)"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "high",
   "taxonomy_id": "storeys",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 252.588,
   "se": 51.323,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Building over five storeys = 1, up to five = 0 (building height dummy); p-value printed as '< 0.001'"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "year",
   "taxonomy_id": "age",
   "x_transform": "other",
   "x_unit": "decades since 1940",
   "beta": 227.864,
   "se": 15.581,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Year of construction expressed in decades since 1940 (construction period, not age; higher = newer); p-value printed as '< 0.001'"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "year",
   "taxonomy_id": "age",
   "x_transform": "other",
   "x_unit": "decades since 1940",
   "beta": 229.437,
   "se": 11.984,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "Year of construction expressed in decades since 1940 (construction period, not age; higher = newer); p-value printed as '< 0.001'"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "motorisation",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 18.132,
   "se": 6.297,
   "t": null,
   "p": 0.003,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: car dealership, car rental, car wash, parking"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "motorisation",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 14.906,
   "se": 4.288,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: car dealership, car rental, car wash, parking; p-value printed as '< 0.001'"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "culture",
   "taxonomy_id": "neighbourhood_amenities",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 6.568,
   "se": 4.176,
   "t": null,
   "p": 0.116,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: culture and entertainment (cinema, library, museum, theatre, monuments...)"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "culture",
   "taxonomy_id": "neighbourhood_amenities",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 2.854,
   "se": 3.334,
   "t": null,
   "p": 0.392,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: culture and entertainment (cinema, library, museum, theatre, monuments...)"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "education",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 1.299,
   "se": 3.202,
   "t": null,
   "p": 0.685,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: education (college, kindergarten, school, university); density, not distance"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "education",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": -2.394,
   "se": 2.423,
   "t": null,
   "p": 0.323,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: education (college, kindergarten, school, university); density, not distance"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "finances",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 1.337,
   "se": 3.395,
   "t": null,
   "p": 0.694,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: ATM, bank"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "finances",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 1.991,
   "se": 2.509,
   "t": null,
   "p": 0.428,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: ATM, bank"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "gastronomy",
   "taxonomy_id": "neighbourhood_amenities",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 0.585,
   "se": 1.426,
   "t": null,
   "p": 0.681,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: bar, cafe, fast food, pub, restaurant"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "gastronomy",
   "taxonomy_id": "neighbourhood_amenities",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 2.14,
   "se": 1.216,
   "t": null,
   "p": 0.079,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: bar, cafe, fast food, pub, restaurant"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "health",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 0.703,
   "se": 3.022,
   "t": null,
   "p": 0.816,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: health (beauty shop, dentist, doctors, hospital, pharmacy...); density, not distance"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "health",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 0.388,
   "se": 2.211,
   "t": null,
   "p": 0.861,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: health (beauty shop, dentist, doctors, hospital, pharmacy...); density, not distance"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "offices",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 61.787,
   "se": 18.474,
   "t": null,
   "p": 0.001,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: courthouse, public building, town hall"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "offices",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 69.045,
   "se": 15.823,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: courthouse, public building, town hall; p-value printed as '< 0.001'"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "recreation",
   "taxonomy_id": "neighbourhood_amenities",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 1.125,
   "se": 0.197,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: sport and recreation (park, playground, pitch, swimming pool, viewpoint...); p-value printed as '< 0.001'"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "recreation",
   "taxonomy_id": "neighbourhood_amenities",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 0.642,
   "se": 0.124,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: sport and recreation (park, playground, pitch, swimming pool, viewpoint...); p-value printed as '< 0.001'"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "religion",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": -0.287,
   "se": 14.493,
   "t": null,
   "p": 0.984,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: graveyard, wayside cross, wayside shrine"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "religion",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": -18.441,
   "se": 10.246,
   "t": null,
   "p": 0.072,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: graveyard, wayside cross, wayside shrine"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "security",
   "taxonomy_id": "public_services",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": -0.644,
   "se": 1.552,
   "t": null,
   "p": 0.678,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: camera surveillance, fire station, police, prison"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "security",
   "taxonomy_id": "public_services",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 0.012,
   "se": 1.242,
   "t": null,
   "p": 0.993,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: camera surveillance, fire station, police, prison"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "services",
   "taxonomy_id": "commercial_distance",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": -4.025,
   "se": 1.552,
   "t": null,
   "p": 0.009,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: retail and services (shops, supermarket, mall, hairdresser...); density, not distance"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "services",
   "taxonomy_id": "commercial_distance",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": -4.798,
   "se": 1.169,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: retail and services (shops, supermarket, mall, hairdresser...); density, not distance; p-value printed as '< 0.001'"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "telecom",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 10.426,
   "se": 3.479,
   "t": null,
   "p": 0.003,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: post box, post office"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "telecom",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 15.023,
   "se": 2.523,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: post box, post office; p-value printed as '< 0.001'"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "tourism",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 18.128,
   "se": 11.529,
   "t": null,
   "p": 0.118,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: campsite, castle, hostel, hotel, tourist info"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "tourism",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": 10.477,
   "se": 8.697,
   "t": null,
   "p": 0.228,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: campsite, castle, hostel, hotel, tourist info"
  },
  {
   "model_id": "T5-SAR",
   "var_name_printed": "other",
   "taxonomy_id": "hazard_site",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": -4.726,
   "se": 2.44,
   "t": null,
   "p": 0.053,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: other (recycling, toilet, tower, wastebasket, wastewater plant)"
  },
  {
   "model_id": "T5-OLS",
   "var_name_printed": "other",
   "taxonomy_id": "hazard_site",
   "x_transform": "level",
   "x_unit": "count per km2",
   "beta": -5.022,
   "se": 1.782,
   "t": null,
   "p": 0.005,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "high",
   "notes": "POI density per km2: other (recycling, toilet, tower, wastebasket, wastewater plant)"
  }
 ]
}