STable 1. Without adjustments for care, mental and physical health (N=3935)
FrN / NSF / SArN / LArNInformal_care / 0.000673* / 0.00162* / 0.00143* / 0.00254**
(0.001) / (0.001) / (0.001) / (0.001)
Mental_health / 0.0337*** / 0.0177 / 0.00944 / 0.0123
(0.009) / (0.013) / (0.019) / (0.027)
Physical_health / 0.0536*** / 0.0681*** / 0.0131 / 0.01
(0.014) / (0.021) / (0.035) / (0.046)
Age / 0.102** / 0.117 / 0.138 / 0.0331
(0.047) / (0.072) / (0.103) / (0.137)
Age2 / -0.0006* / -0.0007 / -0.0013 / -0.0004
(0.000) / (0.001) / (0.001) / (0.001)
Education / 0.0109 / -0.0009 / 0.0507 / -0.0637
(0.029) / (0.042) / (0.061) / (0.095)
Gender / -0.334*** / -0.279* / 0.454** / 0.299
(0.105) / (0.151) / (0.201) / (0.317)
Marrital_status / -0.182 / -0.257 / -0.491** / -0.488
(0.115) / (0.168) / (0.249) / (0.372)
BMI / -0.0158 / -0.111 / -0.0534 / -0.0257
(0.060) / (0.088) / (0.109) / (0.152)
Com_style / 0.051 / -0.405* / -0.442 / -0.573
(0.143) / (0.225) / (0.312) / (0.467)
Com_road / -0.0546 / 0.471 / -0.101 / 0.597
(0.185) / (0.310) / (0.390) / (0.749)
Com_eco / -0.0684 / -0.0927 / -0.0258 / 0.0314
(0.044) / (0.063) / (0.088) / (0.139)
Com_clear / 0.0603 / -0.0747 / 0.164* / -0.0317
(0.044) / (0.068) / (0.086) / (0.131)
Com_house / -0.0539 / 0.0093 / -0.103 / 0.0913
(0.036) / (0.055) / (0.065) / (0.091)
Com_crowd / -0.005 / -0.0126 / -0.068 / -0.142
(0.032) / (0.045) / (0.060) / (0.096)
Com_disable / 0.00265 / 0.117** / 0.0203 / -0.0619
(0.039) / (0.054) / (0.070) / (0.119)
Lnincome / 0.013 / 0.0523* / 0.0126 / 0.117*
(0.019) / (0.030) / (0.037) / (0.064)
Barrierfreeway / 0.207 / 0.0598 / -0.127 / 0.367
(0.127) / (0.191) / (0.254) / (0.345)
No_step / -0.0172 / -0.0389 / -0.11 / 0.153
(0.064) / (0.099) / (0.145) / (0.162)
No_toilet / -0.0792 / -0.0393 / 0.123 / 0.07
(0.061) / (0.080) / (0.093) / (0.212)
Toilet_stype / 0.091 / 0.0631 / 0.0669 / -0.0144
(0.143) / (0.221) / (0.269) / (0.448)
Work_or_not / 0.0364 / 0.0902 / 0.0742 / -0.13
(0.080) / (0.117) / (0.160) / (0.273)
Version_distance / -0.041 / 0.108 / 0.143 / 0.256
(0.054) / (0.077) / (0.109) / (0.176)
Version_close / -0.0538 / -0.129* / -0.0061 / -0.0708
(0.054) / (0.076) / (0.107) / (0.138)
No_disable2011 / 0.212** / 0.155 / 0.312* / 0.211
(0.085) / (0.121) / (0.171) / (0.239)
Notes: standard errors are in parentheses. *significant at 10%; **significant at 5%; ***significant at 1%.Probit method and Ordered Probit method are used. FrN, NSF,SArN and NSF represent fall or not, the number of serious falls,serious other accidents or not and the number of serious falls, respectively.
STable 2. With adjustments for care, mental and physical health (N=3935)
FrN / NSF / SArN / LArNInformal_care -IV / -0.0225** / -0.0421* / -0.0288** / -0.0325*
(0.009) / (0.023) / (0.015) / (0.020)
Mental_health -IV / 0.0633* / 0.172* / 0.0101 / 0.0202
(0.033) / (0.078) / (0.052) / (0.067)
Physical_health -IV / 0.116* / 0.148 / 0.15 / 0.217*
(0.061) / (0.149) / (0.095) / (0.126)
Age / -0.0206 / -0.0752 / -0.016 / -0.071
(0.039) / (0.095) / (0.068) / (0.086)
Age2 / 0.0002 / 0.0008 / 6.64E-05 / 0.0005
(0.000) / (0.001) / (0.001) / (0.001)
Education / 0.0053 / 0.0261 / 0.0189 / -0.0187
(0.016) / (0.041) / (0.026) / (0.036)
Gender / -0.0392 / 0.0275 / 0.340*** / 0.324**
(0.069) / (0.172) / (0.109) / (0.146)
Marrital_status / 0.0609 / -0.0311 / -0.0403 / 0.0206
(0.086) / (0.203) / (0.138) / (0.183)
Work_or_not / -0.0024 / -0.0383 / -0.0433 / -0.0524
(0.043) / (0.108) / (0.071) / (0.095)
BMI / 0.107 / -0.0587 / -0.114 / -0.152
(0.082) / (0.214) / (0.135) / (0.197)
Com_style / -0.0398* / 0.345* / 0.0155* / 0.422*
(0.104) / (0.284) / (0.176) / (0.301)
Com_road / -0.0440* / -0.084 / -0.0073 / 0.0162
(0.024) / (0.060) / (0.038) / (0.053)
Com_eco / 0.0295 / -0.0304 / 0.0712* / -0.0129
(0.024) / (0.062) / (0.039) / (0.056)
Com_clear / -0.026 / -0.0119 / -0.0448 / 0.0449
(0.020) / (0.051) / (0.033) / (0.044)
Com_house / -0.00225 / 0.0173 / -0.0341 / -0.0670*
(0.017) / (0.043) / (0.027) / (0.037)
Com_crowd / -0.0004 / 0.054 / 0.0071 / -0.0292
(0.021) / (0.052) / (0.034) / (0.047)
Com_disable / 0.0036 / 0.0334 / 5.26E-05 / 0.0449*
(0.011) / (0.029) / (0.018) / (0.027)
Lnincome / 0.131* / 0.254 / -0.0457 / 0.148
(0.071) / (0.177) / (0.119) / (0.155)
Barrierfreeway / -0.0098 / -0.0073 / -0.0479 / 0.0561
(0.037) / (0.092) / (0.066) / (0.081)
No_step / -0.0494 / 0.0231 / 0.0521 / 0.0060
(0.032) / (0.070) / (0.039) / (0.055)
No_toilet / 0.0399 / 0.118 / 0.0252 / -0.0094
(0.080) / (0.200) / (0.126) / (0.181)
Toilet_stype / 0.0135 / 0.0194 / 0.0355 / -0.0367
(0.045) / (0.111) / (0.069) / (0.092)
Version_distance / -0.0109 / 0.0853 / 0.0568 / 0.0965
(0.029) / (0.074) / (0.047) / (0.065)
Version_close / -0.0253 / -0.0932 / -0.0077 / -0.0462
(0.029) / (0.074) / (0.048) / (0.066)
No_disable2011 / 0.267*** / 0.468* / 0.352** / 0.283
(0.100) / (0.247) / (0.160) / (0.216)
Notes: standard errors are in parentheses. *significant at 10%; **significant at 5%; ***significant at 1%.Probit method and Ordered Probit method are used. FrN, NSF,SArN and NSF represent fall or not, the number of serious falls,serious other accidents or not and the number of serious falls, respectively.Informal_care-IV, Mental_health-IV and Physical_health-IV represent the predicted informal care, predicted mental health and predicted physical health, respectively.
STable 3. First stage results (N=3935)
Care / Mental_health / Physical_healthNo. children / 2.230** / -- / --
(0.899) / -- / --
Age of oldest child / 6.520*
(1.440)
Mental_health_mother / -- / 0.970*** / --
-- / (0.148) / --
Mental_health_father / -- / 1.014*** / --
-- / (0.186) / --
Stayed in bed over 1 month / -- / -- / 0.585***
-- / -- / (0.095)
Was hospitalized over 1 month / -- / -- / 0.323***
-- / -- / (0.104)
No_disable2011 / 13.54*** / 1.092*** / 1.027***
(1.317) / (0.098) / (0.058)
age / -3.076*** / 0.0952* / -0.0933***
(0.724) / (0.055) / (0.033)
age2 / 0.0292*** / -0.0009** / 0.0014***
(0.006) / (0.000) / (0.000)
Com_style / 2.046 / -0.483*** / -0.437***
(1.945) / (0.144) / (0.088)
Education / -1.010** / -0.160*** / -0.136***
(0.441) / (0.032) / (0.019)
Marrital_status / 2.645 / -1.142*** / -0.0925
(1.882) / (0.140) / (0.085)
Gender / -0.493 / -1.219*** / -0.927***
(1.513) / (0.109) / (0.066)
BMI / 1.138 / -0.304*** / 0.367***
(0.932) / (0.066) / (0.041)
Lnincome / -0.736** / -0.0523*** / -0.0579***
(0.288) / (0.019) / (0.012)
Self_reported_health / 6.506*** / 1.928*** / 1.355***
(0.801) / (0.058) / (0.035)
R-squared / 0.157 / 0.201 / 0.325
F-statistic for the test of excluded instruments / 15.668(p<0.001) / 27.098(p<0.001) / 24.156(p<0.001)
Notes: standard errors are in parentheses. *significant at 10%; **significant at 5%; ***significant at 1%. OLS method is used to get these empirical results.
STable 4.Results with accident history (N=3935)
FrN / NSF / SArN / LArNInformal_care / -0.0230** / -0.0409* / -0.0270* / -0.0308
(0.009) / (0.023) / (0.015) / (0.020)
Mental_health / 0.0494* / 0.201*** / 0.0101 / 0.0256
(0.031) / (0.073) / (0.049) / (0.064)
Physical_health / 0.123** / 0.0791 / 0.135 / 0.193*
(0.058) / (0.141) / (0.091) / (0.119)
Accident history / 0.557*** / 0.634*** / 0.579*** / 0.436***
(0.061) / (0.142) / (0.102) / (0.140)
Age / -0.0261 / -0.0885 / -0.0146 / -0.07
(0.039) / (0.095) / (0.069) / (0.087)
Age2 / 0.0003 / 0.0010 / 7.05E-05 / 0.0005
(0.000) / (0.001) / (0.001) / (0.001)
Education / 0.0049 / 0.0225 / 0.0212 / -0.0169
(0.017) / (0.041) / (0.026) / (0.036)
Gender / -0.0335* / 0.0569 / 0.273** / 0.268*
(0.070) / (0.174) / (0.112) / (0.149)
Marrital_status / 0.0303 / -0.0501 / -0.0397 / 0.0233
(0.087) / (0.203) / (0.140) / (0.184)
Work_or_not / -0.014 / -0.0042 / 0.0254 / -0.0415
(0.045) / (0.112) / (0.070) / (0.093)
BMI / -0.0045 / 0.0102 / -0.0080 / -0.0089
(0.008) / (0.020) / (0.014) / (0.019)
Com_style / 0.125* / -0.0594* / -0.11* / -0.15*
(0.083) / (0.215) / (0.137) / (0.198)
Com_road / -0.0438 / 0.321 / 0.0581 / 0.492
(0.106) / (0.284) / (0.182) / (0.316)
Com_eco / -0.0418* / -0.0854 / -0.0013 / 0.0154
(0.024) / (0.060) / (0.038) / (0.053)
Com_clear / 0.0303 / -0.025 / 0.057 / -0.023
(0.025) / (0.061) / (0.039) / (0.056)
Com_house / -0.0248 / -0.0143 / -0.0412 / 0.0473
(0.021) / (0.051) / (0.033) / (0.045)
Com_crowd / -0.0052 / 0.0167 / -0.0276 / -0.0612*
(0.017) / (0.043) / (0.028) / (0.037)
Com_disable / -0.0020 / 0.0539 / 0.0127 / -0.0277
(0.022) / (0.053) / (0.035) / (0.048)
Lnincome / 0.0056 / 0.0327 / -0.0023 / 0.0437
(0.011) / (0.029) / (0.019) / (0.027)
Barrierfreeway / 0.129* / 0.239 / -0.0589 / 0.127
(0.072) / (0.178) / (0.120) / (0.157)
No_step / -0.013 / -0.0129 / -0.0568 / 0.0456
(0.037) / (0.092) / (0.066) / (0.081)
No_toilet / -0.0462 / 0.0281 / 0.0414 / -0.0036
(0.032) / (0.072) / (0.040) / (0.056)
Toilet_stype / 0.0208 / 0.107 / -0.0087 / -0.0238
(0.081) / (0.200) / (0.127) / (0.182)
Version_distance / -0.0235 / 0.0728 / 0.0603 / 0.102
(0.029) / (0.074) / (0.048) / (0.065)
Version_close / -0.0218 / -0.0861 / -0.0109 / -0.0495
(0.030) / (0.074) / (0.048) / (0.066)
No_disable2011 / 0.239** / 0.451* / 0.282* / 0.232
(0.101) / (0.246) / (0.163) / (0.219)
Notes: standard errors are in parentheses. *significant at 10%; **significant at 5%; ***significant at 1%.Probit method and Ordered Probit method are used. FrN, NSF,SArN and NSF represent fall or not, the number of serious falls,serious other accidents or not and the number of serious falls, respectively.
STable 5. Heterogeneous Impacts (male versus female)
Part I / Male / FemaleFrN / NSF / SArN / LArN / FrN / NSF / SArN / LArN
Informal_care-IV / -0.0337** / -0.0993*** / -0.0460** / -0.0520* / -0.0159 / -0.0045 / -0.0023 / -0.0029
(0.014) / (0.035) / (0.020) / (0.030) / (0.013) / (0.032) / (0.023) / (0.030)
Mental_health-IV / 0.131*** / 0.209* / -0.0385 / -0.0622 / 0.0251 / 0.165 / 0.0713 / 0.107
(0.050) / (0.123) / (0.074) / (0.108) / (0.044) / (0.103) / (0.075) / (0.094)
Physical_health-IV / 0.0371 / 0.278 / 0.256** / 0.356* / 0.169* / 0.001 / -0.036 / 0.028
(0.088) / (0.224) / (0.126) / (0.184) / (0.086) / (0.204) / (0.151) / (0.190)
Age / -0.302*** / -0.423*** / 0.0784 / 0.106 / 0.104 / 0.141* / 0.155 / 0.0842
(0.115) / (0.152) / (0.163) / (0.271) / (0.089) / (0.079) / (0.159) / (0.194)
Age2 / 0.003*** / 0.003*** / -0.001 / -0.001 / -0.001 / -0.0008 / -0.001 / -0.0002
(0.001) / (0.001) / (0.001) / (0.002) / (0.001) / (0.001) / (0.001) / (0.001)
Education / -0.039 / -0.0256 / 0.124 / 0.0916 / 0.053 / 0.035 / -0.0172 / -0.16
(0.047) / (0.065) / (0.076) / (0.122) / (0.039) / (0.052) / (0.090) / (0.135)
Marrital_status / 0.719*** / 0.329 / -0.565 / -0.785 / -0.107 / -0.328 / -0.276 / 0.372
(0.267) / (0.336) / (0.349) / (0.523) / (0.192) / (0.214) / (0.404) / (0.555)
Work_or_not / -0.0691 / 0.0333 / 0.228 / -0.048 / 0.0866 / -0.013 / -0.0225 / 0.0538
(0.121) / (0.162) / (0.193) / (0.311) / (0.111) / (0.155) / (0.259) / (0.366)
BMI / -0.0295 / -0.123 / -0.122 / -0.113 / 0.0336 / -0.0111 / 0.0278 / 0.0855
(0.129) / (0.181) / (0.183) / (0.286) / (0.099) / (0.101) / (0.173) / (0.236)
Com_style / 0.357 / -0.0304 / -0.402 / -0.889 / 0.033 / -0.198 / -0.336 / -0.104
(0.234) / (0.351) / (0.414) / (0.711) / (0.193) / (0.260) / (0.452) / (0.665)
Com_road / 0.347 / 0.542 / -0.282 / 0.792 / -0.302 / 0.124 / 0.446 / 0.895
(0.314) / (0.459) / (0.469) / (1.059) / (0.235) / (0.348) / (0.757) / (1.068)
Com_eco / -0.129* / -0.0687 / -0.0327 / 0.0527 / -0.0477 / -0.113 / 0.0577 / 0.0716
(0.067) / (0.094) / (0.109) / (0.178) / (0.057) / (0.077) / (0.134) / (0.194)
Com_clear / 0.074 / -0.0532 / 0.236** / 0.0919 / 0.0139 / -0.0121 / 0.0394 / -0.142
(0.066) / (0.095) / (0.107) / (0.182) / (0.058) / (0.079) / (0.148) / (0.209)
Com_house / -0.0218 / -0.00492 / -0.101 / -0.0144 / -0.0482 / -0.0213 / -0.0753 / 0.295*
(0.056) / (0.078) / (0.093) / (0.147) / (0.049) / (0.067) / (0.118) / (0.165)
Com_crowd / 0.0012 / -0.0222 / -0.116 / -0.222* / -0.0061 / 0.064 / -0.0685 / -0.208
(0.046) / (0.064) / (0.077) / (0.124) / (0.042) / (0.058) / (0.101) / (0.142)
Com_disable / -0.0761 / 0.0142 / -0.0384 / 0.0020 / 0.0591 / 0.0817 / 0.115 / -0.118
(0.062) / (0.085) / (0.105) / (0.162) / (0.049) / (0.067) / (0.115) / (0.176)
Lnincome / -0.0246 / 0.0158 / -0.007 / -0.0375 / 0.0317 / 0.0372 / 0.0275 / 0.260***
(0.033) / (0.050) / (0.053) / (0.081) / (0.026) / (0.035) / (0.061) / (0.089)
Barrierfreeway / 0.194 / 0.245 / -0.413 / 0.486 / 0.289* / 0.245 / 0.182 / 0.19
(0.203) / (0.283) / (0.375) / (0.544) / (0.167) / (0.228) / (0.407) / (0.548)
No_step / -0.143 / -0.102 / -0.299 / 0.0531 / 0.0547 / 0.0411 / 0.0229 / 0.15
(0.114) / (0.161) / (0.241) / (0.304) / (0.083) / (0.113) / (0.208) / (0.268)
No_toilet / -0.146 / -0.0417 / 0.124 / -0.119 / -0.0714 / 0.0424 / 0.112 / 0.113
(0.096) / (0.119) / (0.113) / (0.261) / (0.078) / (0.090) / (0.127) / (0.165)
Toilet_stype / 0.428* / 0.573* / -0.0531 / 0.204 / -0.15 / -0.23 / 0.168 / -0.231
(0.224) / (0.297) / (0.381) / (0.608) / (0.192) / (0.263) / (0.409) / (0.622)
No_disable2011 / 0.857*** / 1.138*** / 0.363* / 0.366 / 0.202 / 0.219 / 0.0185 / -0.0539
(0.266) / (0.363) / (0.200) / (0.295) / (0.244) / (0.137) / (0.271) / (0.363)
N / 1,881 / 1,881 / 1,881 / 1,881 / 2,054 / 2,054 / 2,054 / 2,054
Notes:standard errors are in parentheses. *significant at 10%; **significant at 5%; ***significant at 1%. Probit method and Ordered Probit Regress method are used. FrN, NSF, SArN and NSF represent fall or not, the number of serious falls, serious other accidents or not and the number of serious falls, respectively. Informal_care-IV, Mental_health-IV and Physical_health-IV represent the predicted informal care, predicted mental health and predicted physical health, respectively.
STable 6. Heterogeneous Impacts (Urban versus rural)
Part I / Urban / RuralFrN / NSF / SArN / LArN / FrN / NSF / SArN / LArN
Informal_care-IV / -0.0224 / -0.0757 / -0.0185 / -0.0288 / -0.0219** / -0.0612** / -0.0313* / -0.0411*
(0.022) / (0.064) / (0.038) / (0.063) / (0.010) / (0.025) / (0.016) / (0.022)
Mental_health-IV / 0.124 / 0.194 / 0.340** / 0.325 / 0.0561 / 0.161* / -0.0288 / -0.024
(0.086) / (0.228) / (0.151) / (0.250) / (0.036) / (0.084) / (0.057) / (0.073)
Physical_health-IV / 0.106 / -0.428 / -0.358 / -0.284 / 0.111* / 0.256 / 0.212** / 0.291**
(0.149) / (0.404) / (0.287) / (0.450) / (0.067) / (0.163) / (0.103) / (0.137)
Age / 0.0784 / 0.247 / -0.711** / -0.413 / -0.0241 / -0.153 / 0.116 / -0.134
(0.112) / (0.171) / (0.310) / (0.492) / (0.077) / (0.101) / (0.172) / (0.227)
Age2 / -0.0004 / -0.0014 / 0.0061** / 0.0036 / 0.0004 / 0.0014* / -0.0011 / 0.0008
(0.001) / (0.001) / (0.003) / (0.004) / (0.001) / (0.001) / (0.001) / (0.002)
Education / -0.0876 / -0.0485 / -0.16 / -0.0873 / 0.0356 / 0.0383 / 0.0771 / -0.0505
(0.058) / (0.083) / (0.156) / (0.250) / (0.034) / (0.047) / (0.065) / (0.098)
Marrital_status / -0.349 / -0.634* / 0.817 / 0.771 / -0.153 / 0.132 / 0.729*** / 0.758*
(0.238) / (0.374) / (0.647) / (0.997) / (0.140) / (0.188) / (0.270) / (0.390)
Work_or_not / -0.0507 / -0.512 / 0.514 / -0.0693 / 0.0756 / 0.0056 / -0.226 / -0.0025
(0.285) / (0.411) / (0.809) / (1.212) / (0.169) / (0.220) / (0.337) / (0.481)
BMI / 0.132 / 0.453 / -0.535 / -1.993 / -0.0246 / -0.0252 / 0.121 / 0.0352
(0.215) / (0.318) / (0.524) / (1.338) / (0.088) / (0.119) / (0.163) / (0.241)
Com_style / -0.158 / -0.411** / 0.669 / 1.116* / 0.0454 / 0.0115 / -0.217 / -0.344
(0.133) / (0.207) / (0.408) / (0.675) / (0.086) / (0.117) / (0.178) / (0.258)
Com_road / -0.516 / -0.341 / -1.187 / 14.41 / -0.0283 / 0.356 / 0.0298 / 0.805
(0.575) / (0.871) / (1.317) / (0.279) / (0.199) / (0.301) / (0.418) / (0.749)
Com_eco / -0.0044 / -0.118 / 0.221 / 0.216 / -0.102** / -0.0971 / -0.0294 / 0.0676
(0.120) / (0.186) / (0.292) / (0.450) / (0.047) / (0.064) / (0.090) / (0.138)
Com_clear / 0.106 / 0.0599 / 0.175 / 0.264 / 0.0403 / -0.0369 / 0.178* / -0.0202
(0.096) / (0.151) / (0.244) / (0.424) / (0.049) / (0.067) / (0.095) / (0.148)
Com_house / 0.0094 / 0.075 / -0.304 / -0.340 / -0.0653 / -0.0292 / -0.0931 / 0.129
(0.106) / (0.166) / (0.268) / (0.450) / (0.040) / (0.055) / (0.077) / (0.114)
Com_crowd / -0.0389 / -0.0878 / 0.164 / 0.0069 / 0.00703 / 0.043 / -0.0975 / -0.182*
(0.100) / (0.160) / (0.229) / (0.423) / (0.033) / (0.045) / (0.064) / (0.095)
Com_disable / -0.0816 / -0.025 / -0.0647 / -0.005 / 0.0258 / 0.0785 / 0.0058 / -0.123
(0.086) / (0.128) / (0.204) / (0.337) / (0.044) / (0.058) / (0.084) / (0.133)
Lnincome / 0.0603 / 0.0668 / 0.0956 / 0.374* / -0.0021 / 0.0241 / -0.0174 / 0.0736
(0.045) / (0.074) / (0.112) / (0.220) / (0.023) / (0.032) / (0.046) / (0.071)
Barrierfreeway / 0.0931 / 0.135 / 0.36 / 0.597 / 0.254* / 0.232 / -0.284 / 0.298
(0.326) / (0.488) / (0.745) / (1.330) / (0.153) / (0.204) / (0.339) / (0.422)
No_step / -0.0548 / -0.125 / 0.0142 / 0.152 / -0.0296 / -0.0093 / -0.245 / 0.116
(0.106) / (0.157) / (0.251) / (0.382) / (0.097) / (0.126) / (0.244) / (0.252)
No_toilet / -0.126 / 0.0849 / 0.0007 / 0.158 / -0.0865 / 0.0216 / 0.137 / 0.0617
(0.154) / (0.153) / (0.385) / (0.516) / (0.067) / (0.079) / (0.086) / (0.143)
Toilet_stype / 0.255 / 0.893** / 0.391 / 0.828 / -0.0309 / -0.132 / -0.0984 / -0.568
(0.260) / (0.381) / (0.613) / (0.962) / (0.187) / (0.259) / (0.336) / (0.627)
No_disable2011 / 0.569*** / 0.592** / 0.249 / -1.808 / 0.411** / 0.564** / 0.791** / 0.88
(0.175) / (0.246) / (0.903) / (1.654) / (0.200) / (0.269) / (0.382) / (0.560)
N / 769 / 769 / 769 / 769 / 3,166 / 3,166 / 3,166 / 3,166
Notes:standard errors are in parentheses. *significant at 10%; **significant at 5%; ***significant at 1%. Probit method and Ordered Probit Regress method are used. FrN, NSF, SArN and NSF represent fall or not, the number of serious falls, serious other accidents or not and the number of serious falls, respectively. Informal_care-IV, Mental_health-IV and Physical_health-IV represent the predicted informal care, predicted mental health and predicted physical health, respectively.
STable 7. Heterogeneous Impacts (accident history)
Fall (2011)=0 / Other Accident (2011)=0 / Fall (2011)=1 / Other Accident (2011)=1FrN / NSF / SArN / LArN / FrN / NSF / SArN / LArN
Informal_care-IV / -0.0269** / -0.0646** / -0.0352** / -0.0334 / -0.00731 / 0.0105 / -0.0065 / -0.0705
(0.011) / (0.027) / (0.017) / (0.023) / (0.021) / (0.047) / (0.035) / (0.056)
Mental_health-IV / 0.0256 / 0.123 / -0.0615 / -0.0195 / 0.121* / 0.263* / 0.259** / 0.305*
(0.039) / (0.095) / (0.063) / (0.080) / (0.066) / (0.145) / (0.110) / (0.166)
Physical_health-IV / 0.181** / 0.284 / 0.281** / 0.269* / -0.0624 / -0.184 / -0.361* / -0.0099
(0.071) / (0.179) / (0.113) / (0.147) / (0.124) / (0.279) / (0.209) / (0.307)
Age / -0.0295 / -0.1 / -0.0241 / -0.204 / 0.0039 / 0.035 / -0.0581 / -0.563
(0.043) / (0.111) / (0.077) / (0.239) / (0.086) / (0.192) / (0.168) / (0.578)
Age2 / 0.0002 / 0.0009 / 0.0001 / 0.0016 / 0.0001 / -3.54E-05 / 0.0005 / 0.0042
(0.000) / (0.001) / (0.001) / (0.002) / (0.001) / (0.002) / (0.001) / (0.005)
Education / 0.0191 / 0.0189 / 0.0129 / -0.0158 / -0.0342 / 0.045 / 0.0678 / -0.215
(0.019) / (0.048) / (0.030) / (0.104) / (0.036) / (0.084) / (0.067) / (0.220)
Gender / -0.0633 / -0.0044 / 0.364*** / 0.795* / 0.0117 / 0.227 / -0.0022 / 0.677
(0.078) / (0.200) / (0.126) / (0.420) / (0.157) / (0.359) / (0.265) / (0.841)
Marrital_status / -0.0304 / 0.0167 / 0.0645 / 0.269 / 0.0758 / -0.781* / -0.277 / -0.159
(0.091) / (0.226) / (0.147) / (0.495) / (0.191) / (0.402) / (0.338) / (0.939)
BMI / -0.0699* / -0.216** / -0.0362 / -0.147 / 0.101 / 0.194 / 0.245 / 0.329
(0.039) / (0.104) / (0.065) / (0.222) / (0.092) / (0.210) / (0.172) / (0.502)
Com_style / 0.115* / 0.0412* / -0.0389 / -0.184 / 0.134 / -0.392 / -0.466 / -0.962
(0.093) / (0.248) / (0.153) / (0.587) / (0.194) / (0.452) / (0.354) / (1.099)
Com_road / 0.0428 / 0.522 / 0.249 / 14.1 / -0.323 / -0.304 / -0.398 / -0.618
(0.122) / (0.352) / (0.242) / (0.568) / (0.228) / (0.506) / (0.353) / (1.089)
Com_eco / -0.0281 / -0.0461 / -0.0093 / -0.0601 / -0.0715 / -0.154 / 0.0808 / 0.427
(0.028) / (0.072) / (0.044) / (0.153) / (0.050) / (0.115) / (0.086) / (0.299)
Com_clear / 0.0109 / -0.0335 / 0.0231 / -0.125 / 0.0675 / -0.0663 / 0.193** / 0.0338
(0.029) / (0.073) / (0.046) / (0.161) / (0.051) / (0.123) / (0.090) / (0.304)
Com_house / -0.008 / 0.0247 / -0.031 / 0.111 / -0.0567 / -0.126 / -0.0851 / 0.243
(0.024) / (0.060) / (0.038) / (0.129) / (0.046) / (0.109) / (0.081) / (0.254)
Com_crowd / -0.0094 / 0.0017 / 0.0012 / -0.105 / -0.0001 / 0.082 / -0.146** / -0.268
(0.020) / (0.050) / (0.032) / (0.108) / (0.039) / (0.090) / (0.065) / (0.185)
Com_disable / -0.0109 / -0.0058 / 0.0466 / 0.0139 / 0.0359 / 0.260** / -0.204* / -0.396
(0.024) / (0.062) / (0.038) / (0.138) / (0.049) / (0.111) / (0.106) / (0.295)
Lnincome / 0.0141 / 0.0434 / -0.014 / 0.0993 / -0.0118 / 0.0212 / 0.0527 / 0.275
(0.013) / (0.035) / (0.020) / (0.077) / (0.025) / (0.056) / (0.060) / (0.208)
Barrierfreeway / 0.164** / 0.274 / -0.117 / 0.046 / 0.0496 / 0.284 / 0.0456 / 1.537*
(0.083) / (0.209) / (0.141) / (0.461) / (0.155) / (0.350) / (0.275) / (0.877)
No_step / 0.0121 / 0.0351 / -0.103 / -0.051 / -0.0876 / -0.0882 / 0.0175 / 0.483
(0.042) / (0.108) / (0.082) / (0.254) / (0.078) / (0.184) / (0.133) / (0.356)
No_toilet / -0.0486 / -0.0017 / 0.0435 / 0.049 / -0.0415 / 0.201 / 0.0089 / -0.059
(0.036) / (0.082) / (0.045) / (0.164) / (0.085) / (0.189) / (0.108) / (0.379)
Toilet_stype / -0.061 / -0.0456 / 0.0686 / 0.091 / 0.258 / 0.49 / -0.0412 / 0.0154
(0.094) / (0.242) / (0.146) / (0.541) / (0.173) / (0.376) / (0.301) / (0.921)
Work_or_not / -0.0441 / -0.0447 / 0.0205 / 0.0318 / 0.0807 / 0.0248 / -0.0546 / -1.287**
(0.052) / (0.132) / (0.080) / (0.271) / (0.098) / (0.217) / (0.161) / (0.583)
Version_distance / 0.0072 / 0.158* / 0.075 / 0.307 / -0.125** / -0.135 / -0.0505 / -0.202
(0.033) / (0.088) / (0.054) / (0.188) / (0.062) / (0.137) / (0.112) / (0.341)
Version_close / -0.0335 / -0.0704 / -0.0482 / -0.229 / 0.0162 / -0.143 / 0.152 / 0.462
(0.034) / (0.089) / (0.055) / (0.184) / (0.064) / (0.140) / (0.118) / (0.370)
No_disable2011 / 0.220* / 0.618** / 0.378** / 0.709 / 0.188 / -0.0737 / 0.284 / 1.22
(0.118) / (0.300) / (0.190) / (0.633) / (0.207) / (0.470) / (0.360) / (1.184)
N / 3,253 / 3,253 / 3,498 / 3,498 / 637 / 637 / 392 / 392
Fall (2011)=0 and other accident (2011)=0 / Fall (2011)=1 or other accident (2011)=1
FrN / NSF / SArN / LArN / FrN / NSF / SArN / LArN
Informal_care-IV / -0.0252** / -0.0549* / -0.0364* / -0.0295 / -0.0113 / -0.0107 / -0.0106 / -0.0356
(0.011) / (0.030) / (0.019) / (0.026) / (0.017) / (0.039) / (0.025) / (0.035)
Mental_health-IV / 0.0265 / 0.131 / -0.098 / -0.0104 / 0.120** / 0.235* / 0.111 / 0.0722
(0.042) / (0.103) / (0.073) / (0.088) / (0.055) / (0.121) / (0.080) / (0.110)
Physical_health-IV / 0.206*** / 0.311 / 0.354*** / 0.256 / -0.0987 / -0.183 / -0.143 / 0.117
(0.076) / (0.194) / (0.128) / (0.164) / (0.104) / (0.232) / (0.153) / (0.205)
Age / -0.0345 / -0.115 / -0.0201 / -0.16 / 0.053 / 0.129 / 0.0242 / -0.153
(0.045) / (0.118) / (0.086) / (0.267) / (0.071) / (0.156) / (0.118) / (0.353)
Age2 / 0.0002 / 0.0009 / 0.0001 / 0.0011 / -0.0002 / -0.0008 / -0.0003 / 0.0007
(0.000) / (0.001) / (0.001) / (0.002) / (0.001) / (0.001) / (0.001) / (0.003)
Education / 0.0143 / 0.016 / 0.012 / -0.0295 / 0.0005 / 0.0808 / 0.0503 / -0.0349
(0.020) / (0.052) / (0.034) / (0.117) / (0.031) / (0.070) / (0.046) / (0.153)
Gender / -0.0077 / 0.0559 / 0.374*** / 0.67 / -0.253** / -0.203 / 0.167 / 0.814
(0.084) / (0.218) / (0.141) / (0.459) / (0.125) / (0.284) / (0.187) / (0.596)
Marrital_status / 0.0129 / 0.065 / 0.0392 / 0.252 / -0.091 / -0.821** / -0.274 / -0.721
(0.096) / (0.245) / (0.163) / (0.550) / (0.151) / (0.320) / (0.231) / (0.659)
BMI / -0.0667 / -0.201* / -0.0508 / -0.163 / 0.0036 / -0.0597 / -0.0097 / -0.115
(0.041) / (0.110) / (0.074) / (0.246) / (0.063) / (0.143) / (0.099) / (0.310)
Com_style / 0.121 / 0.0333 / 0.0152 / -0.07 / 0.114 / -0.226 / -0.358 / -0.82
(0.097) / (0.265) / (0.165) / (0.615) / (0.160) / (0.377) / (0.257) / (0.901)
Com_road / 0.0732 / 0.696* / 0.551 / 13.92 / -0.218 / -0.142 / -0.378 / -0.0419
(0.132) / (0.415) / (0.367) / (0.608) / (0.184) / (0.411) / (0.252) / (0.844)
Com_eco / -0.0347 / -0.0583 / 0.0067 / -0.026 / -0.0358 / -0.0835 / -0.0057 / 0.199
(0.030) / (0.078) / (0.050) / (0.170) / (0.042) / (0.095) / (0.063) / (0.212)
Com_clear / 0.0152 / -0.0271 / 0.0548 / -0.0319 / 0.0353 / -0.0708 / 0.0992 / -0.135
(0.030) / (0.080) / (0.052) / (0.179) / (0.043) / (0.100) / (0.064) / (0.221)
Com_house / -0.0097 / 0.0156 / -0.0546 / 0.164 / -0.0467 / -0.0703 / -0.0223 / 0.0607
(0.025) / (0.065) / (0.043) / (0.142) / (0.038) / (0.088) / (0.058) / (0.182)
Com_crowd / -0.0106 / -0.0131 / -0.0116 / -0.139 / 0.0038 / 0.0764 / -0.0701 / -0.182
(0.021) / (0.054) / (0.036) / (0.119) / (0.033) / (0.073) / (0.048) / (0.145)
Com_disable / 0.0019 / 0.0394 / 0.0309 / -0.0554 / 1.92E-05 / 0.107 / -0.0228 / -0.0413
(0.025) / (0.066) / (0.043) / (0.151) / (0.041) / (0.092) / (0.064) / (0.209)
Lnincome / 0.0165 / 0.0573 / -0.0071 / 0.0966 / -0.0136 / 0.0108 / 0.0157 / 0.149
(0.014) / (0.038) / (0.023) / (0.087) / (0.021) / (0.048) / (0.034) / (0.110)
Barrierfreeway / 0.148* / 0.234 / -0.348** / -0.103 / 0.121 / 0.398 / 0.330* / 1.145*
(0.088) / (0.228) / (0.173) / (0.519) / (0.129) / (0.292) / (0.196) / (0.611)
No_step / 0.0071 / 0.0094 / -0.198* / -0.0079 / -0.0497 / -0.0178 / 0.079 / 0.287
(0.045) / (0.119) / (0.111) / (0.276) / (0.065) / (0.149) / (0.096) / (0.298)
No_toilet / -0.047 / -0.0020 / 0.0578 / 0.0615 / -0.076 / 0.0954 / 0.0584 / 0.0317
(0.037) / (0.088) / (0.046) / (0.167) / (0.068) / (0.133) / (0.083) / (0.277)
Toilet_stype / -0.0104 / 0.0362 / -0.0696 / -0.0952 / 0.0236 / 0.0542 / 0.0655 / 0.0092
(0.100) / (0.262) / (0.175) / (0.614) / (0.142) / (0.315) / (0.208) / (0.701)
Work_or_not / -0.0629 / -0.0764 / -0.0504 / -0.0808 / 0.0759 / 0.0345 / 0.0334 / -0.364
(0.055) / (0.144) / (0.092) / (0.308) / (0.080) / (0.176) / (0.114) / (0.373)
Version_distance / -0.0018 / 0.143 / 0.105* / 0.367* / -0.0606 / -0.0594 / -0.0587 / -0.0295
(0.035) / (0.095) / (0.062) / (0.215) / (0.053) / (0.120) / (0.080) / (0.254)
Version_close / -0.0415 / -0.0628 / -0.0403 / -0.18 / 0.0264 / -0.103 / 0.0524 / 0.0382
(0.036) / (0.096) / (0.063) / (0.209) / (0.054) / (0.120) / (0.080) / (0.255)
No_disable2011 / 0.194 / 0.454 / 0.388* / 0.648 / 0.178 / 0.0424 / 0.22 / 0.437
(0.127) / (0.329) / (0.221) / (0.717) / (0.172) / (0.387) / (0.255) / (0.813)
N / 2,941 / 2,941 / 2,941 / 2,941 / 949 / 949 / 949 / 949
Notes:standard errors are in parentheses. *significant at 10%; **significant at 5%; ***significant at 1%. Probit method and Ordered Probit Regress method are used. FrN, NSF, SArN and NSF represent fall or not, the number of serious falls, serious other accidents or not and the number of serious falls, respectively. Informal_care-IV, Mental_health-IV and Physical_health-IV represent the predicted informal care, predicted mental health and predicted physical health, respectively. Fall (2011)=0 means R has no fall history, etc. Fall (2011)=0 and accident (2011)=0 mean R both has no fall history and other accident history.
STable 8.Results for people who are 65+ and 80+
65+ / 80FrN / NSF / SArN / LArN / FrN / NSF / SArN / LArN
Informal_care-IV / -0.0038*** / -0.0019*** / -0.0003** / -0.0007* / -0.0095** / -0.0231* / -0.0270* / -0.0016
(0.0099) / (0.0039) / (0.0034) / (0.0007) / (0.0085) / (0.0168) / (0.015) / (0.0015)
Mental_health-IV / 0.0405** / 0.0083** / 0.0040 / 0.0015** / 0.0492* / 0.2109*** / 0.0101 / 0.0025
(0.0409) / (0.0162) / (0.0099) / (0.0031) / (0.0418) / (0.0825) / (0.049) / (0.0076)
Physical_health-IV / 0.0634*** / 0.0272*** / 0.0124*** / 0.0011*** / 0.0760 / 0.3487 / 0.135 / 0.0076*
(0.0877) / (0.0345) / (0.0137) / (0.0006) / (0.0817) / (0.1613) / (0.091) / (0.0149)
Age / -0.016 / -0.02 / 0.016 / 0.017 / 0.603 / 0.874 / -0.031 / -0.058
(0.040) / (0.059) / (0.017) / (0.012) / (0.442) / (0.872) / (0.259) / (0.081)
Age2 / 0.000 / 0.000 / 0.000 / 0.000 / -0.003 / -0.005 / 0.000 / 0.000
(0.000) / (0.000) / (0.000) / (0.000) / (0.003) / (0.005) / (0.002) / (0.000)
Education / 0.001 / -0.009 / 0.002 / 0.000 / -0.033 / 0.023 / -0.012 / -0.002
(0.007) / (0.011) / (0.003) / (0.002) / (0.031) / (0.062) / (0.018) / (0.006)
Gender / -0.061** / 0.025 / 0.000 / -0.014 / -0.056 / -0.110 / 0.157** / 0.006
(0.033) / (0.048) / (0.014) / (0.009) / (0.113) / (0.223) / (0.066) / (0.021)
Marrital_status / 0.017 / 0.083 / -0.008 / 0.004 / 0.043 / 0.018 / 0.096 / 0.008
(0.039) / (0.057) / (0.017) / (0.011) / (0.146) / (0.288) / (0.086) / (0.027)
BMI / 0.003 / 0.004 / -0.006 / 0.000 / 0.003 / 0.003 / 0.005 / 0.001
(0.004) / (0.005) / (0.002) / (0.001) / (0.013) / (0.026) / (0.008) / (0.002)
Com_style / 0.032 / 0.014 / -0.012 / -0.003 / 0.237** / 0.036 / 0.058 / -0.006
(0.039) / (0.056) / (0.016) / (0.011) / (0.135) / (0.266) / (0.079) / (0.025)
Com_road / -0.011 / 0.067 / 0.017 / 0.021* / -0.007 / 0.387 / -0.006 / 0.032
(0.045) / (0.066) / (0.019) / (0.013) / (0.147) / (0.289) / (0.086) / (0.027)
Com_eco / -0.006 / -0.02 / -0.004 / -0.002 / -0.001 / -0.096 / -0.013 / -0.001
(0.011) / (0.015) / (0.005) / (0.003) / (0.034) / (0.067) / (0.020) / (0.006)
Com_clear / 0.003 / -0.008 / 0.011** / 0.001 / 0.014 / -0.041 / 0.019 / -0.004
(0.011) / (0.016) / (0.005) / (0.003) / (0.032) / (0.063) / (0.019) / (0.006)
Com_house / -0.01 / -0.006 / -0.007** / 0.000 / -0.037 / -0.001 / 0.007 / -0.001
(0.009) / (0.013) / (0.004) / (0.003) / (0.028) / (0.055) / (0.016) / (0.005)
Com_crowd / 0.005 / 0.000 / -0.001 / -0.001 / -0.01 / 0.029 / -0.013 / -0.006
(0.008) / (0.011) / (0.003) / (0.002) / (0.026) / (0.052) / (0.015) / (0.005)
Com_disable / 0.006 / 0.018 / -0.001 / -0.003 / 0.035 / 0.141** / 0.007 / -0.001
(0.009) / (0.014) / (0.004) / (0.003) / (0.033) / (0.066) / (0.020) / (0.006)
Lnincome / -0.003 / 0.004 / -0.003 / 0.002 / -0.005 / 0.065** / -0.007 / 0.009
(0.005) / (0.008) / (0.002) / (0.001) / (0.015) / (0.031) / (0.009) / (0.003)
Barrierfreeway / 0.054* / 0.031 / -0.013 / -0.001 / 0.079 / 0.113 / 0.014 / -0.002
(0.032) / (0.046) / (0.013) / (0.009) / (0.105) / (0.208) / (0.062) / (0.019)
No_step / 0.011 / -0.005 / -0.007 / -0.002 / -0.04 / -0.116 / 0.022 / -0.003
(0.016) / (0.023) / (0.007) / (0.004) / (0.051) / (0.100) / (0.030) / (0.009)
No_toilet / -0.019 / -0.022 / 0.001 / -0.006 / 0.029 / -0.103 / 0.007 / 0.002
(0.014) / (0.020) / (0.006) / (0.004) / (0.040) / (0.079) / (0.024) / (0.007)
Toilet_stype / -0.004 / 0.012 / 0.009 / 0.012 / -0.093 / 0.013 / -0.048 / 0.003
(0.034) / (0.049) / (0.014) / (0.010) / (0.109) / (0.215) / (0.064) / (0.020)
Work_or_not / -0.001 / -0.038 / 0.01 / 0.004 / -0.019 / -0.053 / 0.084** / -0.015
(0.021) / (0.031) / (0.009) / (0.006) / (0.080) / (0.158) / (0.047) / (0.015)
Version_distance / -0.029** / -0.02 / -0.001 / -0.001 / -0.016 / 0.062 / 0.023 / -0.008
(0.013) / (0.019) / (0.006) / (0.004) / (0.043) / (0.086) / (0.026) / (0.008)
Version_close / 0.003 / 0.017 / -0.001 / -0.002 / 0.012 / 0.009 / -0.035 / -0.006
(0.014) / (0.020) / (0.006) / (0.004) / (0.043) / (0.084) / (0.025) / (0.008)
No_disable2011 / 0.071* / 0.154** / 0.028* / 0.007* / 0.03* / -0.053** / 0.296*** / 0.006**
(0.049) / (0.071) / (0.021) / (0.014) / (0.175) / (0.346) / (0.103) / (0.032)
N / 2,113 / 2,113 / 2,113 / 2,113 / 367 / 367 / 367 / 367
Notes: standard errors are in parentheses. *significant at 10%; **significant at 5%; ***significant at 1%. Probit method and Ordered Probit method are used. FrN, NSF, SArN and NSF represent fall or not, the number of serious falls, serious other accidents or not and the number of serious falls, respectively.