{
 "record_id": "6edd1ccf2791c69eb6ab0393c5323dfff21ae620",
 "eligible": true,
 "exclusion_reason": null,
 "study": {
  "title": "The Impact of the Youth Housing Loan Subsidy Policy on Housing Prices: Evidence from New Taipei City",
  "year": 2026,
  "doi": "10.5296/ber.v16i4.24024",
  "country": "Taiwan",
  "region_city": "New Taipei City",
  "sample_start": 2021,
  "sample_end": 2024,
  "property_type": "mixed",
  "price_type": "transaction",
  "data_source": "Ministry of the Interior actual price registration system (108,671 transactions, Jan 2021-Sep 2024)",
  "document_type": "journal",
  "estimators": [
   "OLS"
  ],
  "spatial_method": "none (price-tier area dummies)",
  "time_fe": true,
  "location_fe": true,
  "se_type": "robust",
  "n_obs_total": 108671,
  "ai_methods": [],
  "notes": "Policy-evaluation paper with a hedonic control set. Dependent variable is the log of the unit price per ping (1 ping = 3.306 m2); floor area therefore enters a per-area price equation (negative coefficient = small-unit premium). Table 6 reports t values (classical OLS); Table 7 reports Model 1 (= Table 6) and Model 2 (outliers removed) with stars only; Table 8 reports size-split subsamples with HC1 robust SEs. Year dummies (2022-2024), high/mid-price area dummies (location tier FE), the policy dummy, and the DiD/event-study Tables 9-10 (policy interactions only) are not extracted. Star legend: *** 1%, ** 5%, * 10%."
 },
 "models": [
  {
   "model_id": "T6-c1",
   "table": "6",
   "column": "1",
   "page": 15,
   "dep_var": "log of housing unit price (per ping)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 108671,
   "r2": 0.533,
   "se_or_t_in_parentheses": "t",
   "sample_subset": "Full sample, baseline; t values and p values printed in separate columns (classical SE)"
  },
  {
   "model_id": "T7-c2",
   "table": "7",
   "column": "2",
   "page": 16,
   "dep_var": "log of housing unit price (per ping)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 107518,
   "r2": 0.557,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Model 2: observations with |standardized residual| > 3 removed; stars only"
  },
  {
   "model_id": "T8-c1",
   "table": "8",
   "column": "1",
   "page": 17,
   "dep_var": "log of housing unit price (per ping)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 27708,
   "r2": 0.591,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Small units (< 25 ping); HC1 robust SE"
  },
  {
   "model_id": "T8-c2",
   "table": "8",
   "column": "2",
   "page": 17,
   "dep_var": "log of housing unit price (per ping)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 80963,
   "r2": 0.526,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Large units (>= 25 ping); HC1 robust SE"
  }
 ],
 "coefficients": [
  {
   "model_id": "T6-c1",
   "var_name_printed": "Building age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.009,
   "se": null,
   "t": -87.388,
   "p": 0.001,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 15,
   "confidence": "high",
   "notes": "p printed as <0.001"
  },
  {
   "model_id": "T7-c2",
   "var_name_printed": "Building age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.009,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 16,
   "confidence": "high",
   "notes": "stars only, no SE printed"
  },
  {
   "model_id": "T8-c1",
   "var_name_printed": "Building age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.008,
   "se": 0.0,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 17,
   "confidence": "medium",
   "notes": "SE printed as 0.000 (rounded)"
  },
  {
   "model_id": "T8-c2",
   "var_name_printed": "Building age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.01,
   "se": 0.0,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 17,
   "confidence": "medium",
   "notes": "SE printed as 0.000 (rounded)"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "Floor area",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "ping (1 ping = 3.306 m2)",
   "beta": -0.001,
   "se": null,
   "t": -19.028,
   "p": 0.001,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 15,
   "confidence": "high",
   "notes": "Dependent variable is price per ping, so this is the effect of size on unit price; p printed as <0.001"
  },
  {
   "model_id": "T7-c2",
   "var_name_printed": "Floor area",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "ping (1 ping = 3.306 m2)",
   "beta": -0.001,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 16,
   "confidence": "high",
   "notes": "Dependent variable is price per ping, so this is the effect of size on unit price; stars only, no SE printed"
  },
  {
   "model_id": "T8-c1",
   "var_name_printed": "Floor area",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "ping (1 ping = 3.306 m2)",
   "beta": -0.003,
   "se": 0.0,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 17,
   "confidence": "medium",
   "notes": "Dependent variable is price per ping, so this is the effect of size on unit price; SE printed as 0.000 (rounded)"
  },
  {
   "model_id": "T8-c2",
   "var_name_printed": "Floor area",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "ping (1 ping = 3.306 m2)",
   "beta": -0.0,
   "se": 0.0,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 17,
   "confidence": "medium",
   "notes": "Dependent variable is price per ping, so this is the effect of size on unit price; SE printed as 0.000 (rounded); coefficient printed as -0.000"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "Floor level",
   "taxonomy_id": "floor_level",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.006,
   "se": null,
   "t": 32.799,
   "p": 0.001,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 15,
   "confidence": "high",
   "notes": "p printed as <0.001"
  },
  {
   "model_id": "T7-c2",
   "var_name_printed": "Floor level",
   "taxonomy_id": "floor_level",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.006,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 16,
   "confidence": "high",
   "notes": "stars only, no SE printed"
  },
  {
   "model_id": "T8-c1",
   "var_name_printed": "Floor level",
   "taxonomy_id": "floor_level",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.004,
   "se": 0.0,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 17,
   "confidence": "medium",
   "notes": "SE printed as 0.000 (rounded)"
  },
  {
   "model_id": "T8-c2",
   "var_name_printed": "Floor level",
   "taxonomy_id": "floor_level",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.005,
   "se": 0.0,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 17,
   "confidence": "medium",
   "notes": "SE printed as 0.000 (rounded)"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "Has parking",
   "taxonomy_id": "parking",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.08,
   "se": null,
   "t": -30.929,
   "p": 0.001,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 15,
   "confidence": "high",
   "notes": "p printed as <0.001"
  },
  {
   "model_id": "T7-c2",
   "var_name_printed": "Has parking",
   "taxonomy_id": "parking",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.078,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 16,
   "confidence": "high",
   "notes": "stars only, no SE printed"
  },
  {
   "model_id": "T8-c1",
   "var_name_printed": "Has parking",
   "taxonomy_id": "parking",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.015,
   "se": 0.009,
   "t": null,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 17,
   "confidence": "high",
   "notes": "HC1 robust SE"
  },
  {
   "model_id": "T8-c2",
   "var_name_printed": "Has parking",
   "taxonomy_id": "parking",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.076,
   "se": 0.003,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 17,
   "confidence": "high",
   "notes": "HC1 robust SE"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "Has management",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.116,
   "se": null,
   "t": -27.854,
   "p": 0.001,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 15,
   "confidence": "high",
   "notes": "Building has a management organization (condominium management committee); p printed as <0.001"
  },
  {
   "model_id": "T7-c2",
   "var_name_printed": "Has management",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.115,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 16,
   "confidence": "high",
   "notes": "Building has a management organization (condominium management committee); stars only, no SE printed"
  },
  {
   "model_id": "T8-c1",
   "var_name_printed": "Has management",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.094,
   "se": 0.011,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 17,
   "confidence": "high",
   "notes": "Building has a management organization (condominium management committee); HC1 robust SE"
  },
  {
   "model_id": "T8-c2",
   "var_name_printed": "Has management",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.114,
   "se": 0.005,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 17,
   "confidence": "high",
   "notes": "Building has a management organization (condominium management committee); HC1 robust SE"
  },
  {
   "model_id": "T6-c1",
   "var_name_printed": "Elevator building",
   "taxonomy_id": "accessibility",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.15,
   "se": null,
   "t": 33.041,
   "p": 0.001,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 15,
   "confidence": "high",
   "notes": "Elevator building vs walk-up apartment; p printed as <0.001"
  },
  {
   "model_id": "T7-c2",
   "var_name_printed": "Elevator building",
   "taxonomy_id": "accessibility",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.149,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 16,
   "confidence": "high",
   "notes": "Elevator building vs walk-up apartment; stars only, no SE printed"
  },
  {
   "model_id": "T8-c1",
   "var_name_printed": "Elevator building",
   "taxonomy_id": "accessibility",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.13,
   "se": 0.013,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 17,
   "confidence": "high",
   "notes": "Elevator building vs walk-up apartment; HC1 robust SE"
  },
  {
   "model_id": "T8-c2",
   "var_name_printed": "Elevator building",
   "taxonomy_id": "accessibility",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.149,
   "se": 0.006,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 17,
   "confidence": "high",
   "notes": "Elevator building vs walk-up apartment; HC1 robust SE"
  }
 ]
}