1{2 "record_id": "bbc85c0376ef4c6974813a189124a40708684478",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "Price changes of repeat-sales houses in Kaohsiung City: analyses based on hierarchical linear growth models",7 "year": 2023,8 "doi": "10.3846/ijspm.2023.19935",9 "country": "Taiwan",10 "region_city": "Kaohsiung City",11 "sample_start": 2012,12 "sample_end": 2020,13 "property_type": "condo_apartment",14 "price_type": "transaction",15 "data_source": "Ministry of the Interior actual price registration system; 7,076 repeat sales of 3,167 houses, Jan 2012-Sep 2020",16 "document_type": "journal",17 "estimators": [18 "other"19 ],20 "spatial_method": "none (CBD/suburb dummy)",21 "time_fe": false,22 "location_fe": false,23 "se_type": "robust",24 "n_obs_total": 7076,25 "ai_methods": [],26 "notes": "Hierarchical linear growth model (HLM 6.08, REML) on repeat-sales data: Level 1 = sale occasions (time since 2012, age), Level 2 = houses (area, type, CBD location). Dependent variable = natural log of sale price in units of NT$10,000. All regressors grand-mean centred. Only the direct (main-effect) coefficients b01-b04, b30, b40 are extracted; the time-trend terms (Time-T, (Time-T)^2) and the cross-level interaction terms are not extracted. Table 5 reports coefficient, robust SE, t-ratio and p-value; stars *** p<0.01, ** p<0.05, * p<0.1."27 },28 "models": [29 {30 "model_id": "T5-c1",31 "table": "5",32 "column": "1",33 "page": 11,34 "dep_var": "ln(sale price, NT$10,000)",35 "dep_transform": "log",36 "estimator": "other",37 "n_obs": 7076,38 "r2": null,39 "se_or_t_in_parentheses": "se",40 "sample_subset": "Non-randomly varying slope model; 7,076 repeat sales nested in 3,167 houses; robust SEs"41 }42 ],43 "coefficients": [44 {45 "model_id": "T5-c1",46 "var_name_printed": "Area (b01)",47 "taxonomy_id": "living_area",48 "x_transform": "level",49 "x_unit": "m2",50 "beta": 0.0088,51 "se": 0.0003,52 "t": 31.099,53 "p": 0.001,54 "p_stars": "***",55 "ci_lo": null,56 "ci_hi": null,57 "page": 11,58 "confidence": "high",59 "notes": "Transferred (living) house area in m2, grand-mean centred; Level-2 house attribute"60 },61 {62 "model_id": "T5-c1",63 "var_name_printed": "Type1 (b02)",64 "taxonomy_id": "dwelling_type",65 "x_transform": "dummy",66 "x_unit": "binary",67 "beta": 0.2395,68 "se": 0.0907,69 "t": 2.641,70 "p": 0.009,71 "p_stars": "***",72 "ci_lo": null,73 "ci_hi": null,74 "page": 11,75 "confidence": "high",76 "notes": "Luxury condominium (<=10 floors with elevator) =1; reference = condominium; grand-mean centred dummy"77 },78 {79 "model_id": "T5-c1",80 "var_name_printed": "Type2 (b03)",81 "taxonomy_id": "dwelling_type",82 "x_transform": "dummy",83 "x_unit": "binary",84 "beta": 0.418,85 "se": 0.0698,86 "t": 5.987,87 "p": 0.001,88 "p_stars": "***",89 "ci_lo": null,90 "ci_hi": null,91 "page": 11,92 "confidence": "high",93 "notes": "Apartment building (>=11 floors with elevator) =1; reference = condominium; grand-mean centred dummy"94 },95 {96 "model_id": "T5-c1",97 "var_name_printed": "Location (b04)",98 "taxonomy_id": "cbd_distance",99 "x_transform": "dummy",100 "x_unit": "binary",101 "beta": 0.5478,102 "se": 0.0571,103 "t": 9.591,104 "p": 0.001,105 "p_stars": "***",106 "ci_lo": null,107 "ci_hi": null,108 "page": 11,109 "confidence": "high",110 "notes": "CBD (13 central districts) =1, suburbs =0; grand-mean centred; positive sign = CBD premium (not a distance)"111 },112 {113 "model_id": "T5-c1",114 "var_name_printed": "Age (b30)",115 "taxonomy_id": "age",116 "x_transform": "level",117 "x_unit": "years",118 "beta": -0.0211,119 "se": 0.003,120 "t": -7.09,121 "p": 0.001,122 "p_stars": "***",123 "ci_lo": null,124 "ci_hi": null,125 "page": 11,126 "confidence": "high",127 "notes": "House age at time of sale, grand-mean centred; Level-1 variable"128 },129 {130 "model_id": "T5-c1",131 "var_name_printed": "Age2 (b40)",132 "taxonomy_id": "age",133 "x_transform": "squared",134 "x_unit": "years",135 "beta": 0.0005,136 "se": 7e-05,137 "t": 6.925,138 "p": 0.001,139 "p_stars": "***",140 "ci_lo": null,141 "ci_hi": null,142 "page": 11,143 "confidence": "high",144 "notes": "Square of grand-mean-centred house age"145 }146 ]147}