Estimated spatial externalities by duration of vacancies and coverage area
| Model number | Periods of vacancy | Distance-decay function | (I) L = 0 | (II) L ≦ 100 | (III) L ≦ 500 | |||
|---|---|---|---|---|---|---|---|---|
| Coef. | Std. Err. | Coef. | Std. Err. | Coef. | Std. Err. | |||
| 1–5 | All the vacancies | Inverse | −0.067 | 0.033* | 0.069 | 0.069 | 0.043 | 0.296 |
| Inverse squared | 0.044 | 0.059 | 0.012 | 0.101 | ||||
| 6–10 | 1 month+ | Inverse | −0.057 | 0.035 | 0.114 | 0.082 | 0.218 | 0.389 |
| Inverse squared | 0.095 | 0.073 | 0.069 | 0.136 | ||||
| 11–15 | 2 months+ | Inverse | −0.078 | 0.037* | 0.126 | 0.110 | 0.151 | 0.481 |
| Inverse squared | 0.114 | 0.092 | 0.118 | 0.162 | ||||
| 16–20 | 3 months+ | Inverse | −0.093 | 0.042* | 0.160 | 0.133 | 0.285 | 0.567 |
| Inverse squared | 0.149 | 0.116 | 0.188 | 0.214 | ||||
| 21–25 | 4 months+ | Inverse | −0.111 | 0.047* | 0.185 | 0.155 | 0.305 | 0.616 |
| Inverse squared | 0.150 | 0.131 | 0.173 | 0.231 | ||||
| 26–30 | 5 months+ | Inverse | −0.102 | 0.053† | 0.177 | 0.161 | 0.567 | 0.675 |
| Inverse squared | 0.140 | 0.139 | 0.172 | 0.248 | ||||
| 31–35 | 6 months+ | Inverse | −0.110 | 0.056* | 0.097 | 0.188 | 0.374 | 0.778 |
| Inverse squared | 0.114 | 0.162 | 0.174 | 0.281 | ||||
| 36–40 | 7 months+ | Inverse | −0.148 | 0.060* | 0.165 | 0.213 | 1.036 | 0.874 |
| Inverse squared | 0.212 | 0.184 | 0.405 | 0.312 | ||||
| 41–45 | 8 months+ | Inverse | −0.164 | 0.063** | 0.048 | 0.233 | −0.656 | 1.006 |
| Inverse squared | 0.133 | 0.200 | 0.110 | 0.369 | ||||
| 46–50 | 9 months+ | Inverse | −0.179 | 0.066** | 0.120 | 0.288 | 0.311 | 1.106 |
| Inverse squared | 0.288 | 0.212 | 0.413 | 0.367 | ||||
| 51–55 | 10 months+ | Inverse | −0.193 | 0.068** | 0.223 | 0.317 | 1.117 | 1.171 |
| Inverse squared | 0.357 | 0.229 | 0.559 | 0.393 | ||||
| 56–60 | 11 months+ | Inverse | −0.214 | 0.074** | 2.342 | 1.572 | 7.125 | 5.811 |
| Inverse squared | 2.888 | 1.729 | 4.390 | 3.446 | ||||
| Obs. | 3,627 | |||||||
| Model number | Periods of vacancy | Distance-decay function | (I) | (II) | (III) | |||
|---|---|---|---|---|---|---|---|---|
| Coef. | Std. Err. | Coef. | Std. Err. | Coef. | Std. Err. | |||
| 1–5 | All the vacancies | Inverse | −0.067 | 0.033 | 0.069 | 0.069 | 0.043 | 0.296 |
| Inverse squared | 0.044 | 0.059 | 0.012 | 0.101 | ||||
| 6–10 | 1 month+ | Inverse | −0.057 | 0.035 | 0.114 | 0.082 | 0.218 | 0.389 |
| Inverse squared | 0.095 | 0.073 | 0.069 | 0.136 | ||||
| 11–15 | 2 months+ | Inverse | −0.078 | 0.037 | 0.126 | 0.110 | 0.151 | 0.481 |
| Inverse squared | 0.114 | 0.092 | 0.118 | 0.162 | ||||
| 16–20 | 3 months+ | Inverse | −0.093 | 0.042 | 0.160 | 0.133 | 0.285 | 0.567 |
| Inverse squared | 0.149 | 0.116 | 0.188 | 0.214 | ||||
| 21–25 | 4 months+ | Inverse | −0.111 | 0.047 | 0.185 | 0.155 | 0.305 | 0.616 |
| Inverse squared | 0.150 | 0.131 | 0.173 | 0.231 | ||||
| 26–30 | 5 months+ | Inverse | −0.102 | 0.053† | 0.177 | 0.161 | 0.567 | 0.675 |
| Inverse squared | 0.140 | 0.139 | 0.172 | 0.248 | ||||
| 31–35 | 6 months+ | Inverse | −0.110 | 0.056 | 0.097 | 0.188 | 0.374 | 0.778 |
| Inverse squared | 0.114 | 0.162 | 0.174 | 0.281 | ||||
| 36–40 | 7 months+ | Inverse | −0.148 | 0.060 | 0.165 | 0.213 | 1.036 | 0.874 |
| Inverse squared | 0.212 | 0.184 | 0.405 | 0.312 | ||||
| 41–45 | 8 months+ | Inverse | −0.164 | 0.063 | 0.048 | 0.233 | −0.656 | 1.006 |
| Inverse squared | 0.133 | 0.200 | 0.110 | 0.369 | ||||
| 46–50 | 9 months+ | Inverse | −0.179 | 0.066 | 0.120 | 0.288 | 0.311 | 1.106 |
| Inverse squared | 0.288 | 0.212 | 0.413 | 0.367 | ||||
| 51–55 | 10 months+ | Inverse | −0.193 | 0.068 | 0.223 | 0.317 | 1.117 | 1.171 |
| Inverse squared | 0.357 | 0.229 | 0.559 | 0.393 | ||||
| 56–60 | 11 months+ | Inverse | −0.214 | 0.074 | 2.342 | 1.572 | 7.125 | 5.811 |
| Inverse squared | 2.888 | 1.729 | 4.390 | 3.446 | ||||
| Obs. | 3,627 | |||||||
Notes: Statistical significance levels: ***0.1%; **1%; *5%; †10%. The response variable is ln(monthly rent). The independent variables are ln(floor area), ln(building age), ln(number of stories), ln(total number of apartment units), floor plans, ln(distance to the nearest station), and ln(distance to the Tokyo CBD). Standard errors are clustered by building unit