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. 2021 Aug 12;9:725608. doi: 10.3389/fpubh.2021.725608

Table 5.

Benchmark regression (replacing definitions of financial assets).

Explanatory variable Risk assets/Risk-free assets Risk assets/Risk-free assets Risk assets/Risk-free assets
hdra propra hdra propra hdra propra
(1) (2) (3) (4) (5) (6)
Part 1: Risk assets
hdins −0.1170*** (0.0245) −0.0160*** (0.0020)
hdins urban 0.0203 (0.0306) −0.0010 (0.0025)
hdins-rural −0.0027 (0.0599) −0.0044* (0.0026)
Pri-hi 0.6020*** (0.0437) 0.0472*** (0.0061) 0.6510*** (0.0488) 0.0388*** (0.0071) 0.3240*** (0.1080) 0.0482*** (0.0104)
Bro-sis 0.0191*** (0.0062) 0.0007 (0.0004) 0.0156** (0.0072) −0.0002 (0.0006) 0.0231* (0.0127) 0.0030*** (0.0007)
gender 0.0122 (0.0279) −0.0004 (0.0023) 0.0226 (0.0305) 0.0001 (0.0028) 0.0127 (0.0748) 0.0010 (0.0028)
age −0.0083*** (0.0015) −0.006*** (0.0001) −0.0057*** (0.0018) −0.0002 (0.0002) −0.0109*** (0.0027) −0.00174*** (0.0003)
Pri-jun edu −0.128 (0.0870) −0.0249*** (0.0042) −0.1830 (0.1180) −0.0345*** (0.0066) −0.0149 (0.136) −0.0056 (0.0042)
Hi-co edu −0.0467 (0.1150) −0.0161** (0.0066) −0.0919 (0.1490) −0.0302*** (0.0098) −0.0225 (0.196) −0.0051 (0.0071)
Ba edu −0.1370 (0.1450) 0.0001 (0.0095) −0.2140 (0.1820) −0.0175 (0.0134) −0.1320 (0.4410) 0.0368 (0.0422)
Y-edu 0.0438*** (0.0089) 0.0040*** (0.0007) 0.0565*** (0.0108) 0.0046*** (0.0010) 0.0220 (0.0159) 0.00317*** (0.0008)
La 0.0655*** (0.0220) 0.0187*** (0.0021) 0.0524** (0.0262) 0.0113*** (0.0026) 0.0909 (0.0699) 0.0178*** (0.0044)
M 0.0845 (0.0602) −0.0009 (0.0052) 0.1220* (0.0652) −0.0004 (0.0065) −0.2140 (0.1510) −0.0351*** (0.0090)
D-w 0.0963 (0.0721) −0.0027 (0.0057) 0.1070 (0.0793) −0.0057 (0.0072) −0.1130 (0.1720) −0.0188** (0.0080)
Wco 0.0897*** (0.0316) −0.0008 (0.0021) 0.0874** (0.0371) −0.0042 (0.0030) 0.1700*** (0.0654) 0.0227*** (0.0044)
Hs −0.0440*** (0.0100) −0.0012 (0.0008) −0.0296** (0.0118) −0.00030 (0.0010) −0.0746*** (0.0186) −0.0096*** (0.0018)
Me-log 0.0053 (0.0033) 0.0001 (0.0002) 0.0049 (0.0037) 0.0001 (0.0003) 0.0092 (0.0072) 0.0017*** (0.0003)
Me −0.0001 (0.0001) −3.30e−08 (3.86e−08) −0.0001 (0.0001) −3.33e−08 (4.90e−08) −0.0001 (0.0001) −0.0001*** (6.87e−08)
In-log 0.1290*** (0.0097) 0.0063*** (0.0013) 0.1240*** (0.0109) 0.0029* (0.0015) 0.1360*** (0.0207) 0.0193*** (0.0033)
As-log 0.2900*** (0.0064) 0.0111*** (0.0028) 0.2820*** (0.0072) 0.0026 (0.0032) 0.3010*** (0.0137) 0.0405*** (0.00720)
Fn −0.0578*** (0.0076) −0.0052*** (0.0007) −0.0635*** (0.0092) −0.0050*** (0.0010) −0.0364*** (0.0136) −0.0061*** (0.0010)
Fa-ag −0.0109*** (0.0013) −0.0005*** (0.0001) −0.0117*** (0.0016) −0.0003 (0.0002) −0.0070*** (0.0026) −0.0010*** (0.0002)
Fpropm 0.0629 (0.0566) 0.0011 (0.0042) 0.0532 (0.0634) −0.0043 (0.0056) 0.1180 (0.1270) 0.0206*** (0.0052)
Fpropp 0.0650 (0.0401) 0.0137*** (0.0022=) 0.1010** (0.0461) 0.0118*** (0.0034) −0.1180 (0.0924) −0.0135*** (0.0033)
Fpropw −0.2100*** (0.0401) −0.0043 (0.0032) −0.2090*** (0.0466) −0.0007 (0.0041) −0.1060 (0.0943) −0.0121*** (0.0034)
Fpropr −0.0453 (0.0418) −0.0048* (0.0028) −0.0852* (0.0481) −0.0065 (0.0040) 0.0869 (0.0956) 0.0169*** (0.0031)
Fay-edu 0.0421*** (0.0049) 0.0011** (0.0005) 0.0404*** (0.0058) −0.0001 (0.0007) 0.0371*** (0.0102) 0.0050*** (0.0010)
De-log −0.0103*** (0.0020) −0.0013*** (0.0002) −0.0062*** (0.0023) −0.0013*** (0.0002) −0.0219*** (0.0041) −0.0032*** (0.0005)
Part 2: Risk-free assets
hdins 0.0192 (0.0294) −0.0310*** (0.0030)
hdins urban −0.0091 (0.0414) −0.0073** (0.0037)
hdins-rural 0.1560*** (0.0506) −0.0120* (0.0067)
Pri-hi 0.0727 (0.0827) 0.0340*** (0.0057) 0.0077 (0.0908) 0.0301*** (0.0060) 0.2190 (0.1710) 0.0679*** (0.0156)
Bro-sis −0.0154** (0.0073) 0.0003 (0.0007) −0.0140 (0.0105) −0.0003 (0.0009) −0.0134 (0.0102) 0.0008 (0.0013)
gender 0.0489 (0.0350) 0.0035 (0.0033) 0.0481 (0.0432) 0.0043 (0.0037) 0.0837 (0.0588) 0.0176** (0.0074)
age −0.0053*** (0.0017) 0.0005*** (0.0002) −0.0046* (0.0025) 0.0007*** (0.0002) −0.0049** (0.0022) 0.0003 (0.0003)
Pri-jun edu −0.1370 (0.1140) −0.0316*** (0.0121) −0.0866 (0.1640) −0.0253 (0.0159) −0.0957 (0.1660) −0.0581*** (0.0197)
Hi-co edu −0.3790** (0.1590) −0.0432*** (0.0157) −0.3280 (0.2200) −0.01580 (0.01990) −0.0491 (0.4010) −0.0988** (0.0465)
Ba edu −0.3790** (0.1590) −0.0432*** (0.0157) −0.3280 (0.2200) −0.0158 (0.0199) −0.0491 (0.4010) −0.0988** (0.0465)
Y-edu 0.0271*** (0.0099) 0.00339*** (0.00109) 0.0283** (0.0142) 0.0018 (0.0013) 0.0185 (0.0138) 0.0068*** (0.0017)
La −0.1280*** (0.0296) −0.0268*** (0.0029) −0.0956** (0.0380) −0.0102*** (0.0036) −0.1910*** (0.0657) −0.0130* (0.0076)
M 0.0996 (0.0700) 0.0178** (0.0073) 0.0995 (0.0932) 0.0153* (0.0083) 0.0838 (0.1060) 0.0086 (0.0154)
D-w 0.0789 (0.0781) −0.0054 (0.0084) 0.0757 (0.1040) −0.0070 (0.0096) 0.0510 (0.1180) −0.0178 (0.0170)
Wco 0.0122 (0.0346) −0.0129*** (0.0036) 0.0969* (0.0510) −0.0132*** (0.0045) −0.0638 (0.0488) −0.0109* (0.0062)
Hs −0.0194* (0.0116) −0.0170*** (0.0012) −0.0146 (0.0164) −0.0109*** (0.0014) −0.0170 (0.0161) −0.0229*** (0.0020)
Me-log 0.0091** (0.0038) −0.0007* (0.0004) 0.0086 (0.0054) −0.0006 (0.0005) 0.0104* (0.0057) −0.0004 (0.0007)
Me −0.0001*** (0.0001) 0.0001*** (7.53e−08) −0.0001 (0.0001) 0.0001*** (9.05e-08) −0.0001** (0.0001) −0.0001 (0.0001)
In-log 0.0379*** (0.0056) 0.0147*** (0.0008) 0.0274*** (0.0078) 0.0122*** (0.00039) 0.0506*** (0.0087) 0.0215*** (0.0014)
As-log 0.1780*** (0.0050) −0.1360*** (0.0009) 0.1580*** (0.0069) −0.1460*** (0.0012) 0.1990*** (0.0072) −0.1140*** (0.0020)
Fn −0.0248*** (0.0071) −0.0015* (0.0008) −0.0250** (0.0112) −0.0002 (0.0011) −0.0157* (0.0094) −0.0038*** (0.0012)
Fa-ag −0.0003 (0.0014) −0.0005*** (0.000152) −0.0022 (0.0021) −0.0001 (0.0002) 0.0029 (0.0020) −0.0005** (0.0002)
Fpropm −0.1330** (0.0630) −0.0016 (0.0066) −0.1280 (0.0840) 0.0092 (0.0077) −0.1150 (0.0953) −0.0185 (0.0122)
Fpropp 0.0660 (0.0413) −0.0115** (0.0046) 0.1160** (0.0589) −0.0211*** (0.0056) 0.0159 (0.0588) 0.0138* (0.0081)
Fpropw −0.0106 (0.0475) −0.0196*** (0.0047) −0.0079 (0.0692) −0.0082 (0.0057) 0.0746 (0.0695) 0.0048 (0.0088)
Fpropr 0.0693 (0.0440) 0.0197*** (0.0047) 0.0870 (0.0625) 0.0203*** (0.0058) 0.0543 (0.0623) 0.0030 (0.0081)
Fay-edu 0.0205*** (0.0059) 0.0069*** (0.0006) 0.0127 (0.0085) 0.0051*** (0.0007) 0.0209** (0.0085) 0.0067*** (0.0010)
De-log −0.0293*** (0.0025) −0.0044*** (0.0002) −0.0230*** (0.0035) −0.0041*** (0.0003) −0.0353*** (0.0035) −0.0057*** (0.0005)

Standard errors in parentheses. *p < 0.1, ** p < 0.05, ***p < 0.01.