Internet Penetration and Regional Financial Development in China: Empirical Evidence Based on Chinese Provincial Panel Data
Table 4
Internet development level and regional financial development level. Panel A: financial industry/GDP ratio and Internet development level. Panel B: per capital financial output and Internet development level.
Mixed OLS model
Regional fixed effect model
1
2
3
4
5
6
Financial industry/GDP (panel A)
Intercept
0.0583
0.0821
0.0066
‒0.1116
‒0.1181
‒0.1204
0.0421
0.0334
0.0395
0.0456
0.0348
0.0370
Internet penetration rate
0.0708
0.0346
0.0811
0.0305
0.0332
0.0304
0.0092
0.0091
0.0084
0.0073
0.0074
0.0070
Education level (average)
0.0119
—
—
‒0.0030
—
—
0.0069
0.0064
Education level (above college)
—
0.0241
—
—
‒0.0036
—
0.0031
0.0023
Education level (high school or above)
—
—
‒0.0053
—
—
‒0.0055
0.0051
0.0043
Per capital GDP
‒0.0385
‒0.0442
‒0.0329
‒0.0291
‒0.0274
‒0.0284
0.0061
0.0052
0.0059
0.0061
0.0061
0.0060
Resident per capital disposable income
‒0.0257
‒0.0002
‒0.0394
0.0268
0.0255
0.0255
0.0098
0.0087
0.0098
0.0106
0.0105
0.0106
Household consumption level
0.0710
0.0561
0.0768
0.0197
0.0194
0.0202
0.0096
0.0087
0.0098
0.0091
0.0090
0.0091
R2
0.8932
0.8875
0.8645
0.9201
0.9322
0.9343
Observations
270
270
270
270
270
270
Per capital financial output (panel B)
Intercept
7.4225
6.9715
5.1117
‒9.8075
‒7.4869
‒9.3250
1.7959
1.4045
1.7200
2.1683
1.6563
1.7146
Internet penetration rate
1.8474
0.3975
2.4158
1.7442
1.8052
1.6059
0.3946
0.3837
0.3662
0.3495
0.3508
0.3255
Education level (average)
1.1347
—
—
‒0.8797
—
—
0.2962
0.3063
Education level (above college)
—
1.1976
—
—
‒0.3539
—
0.1294
0.1112
Education level (high school or above)
—
—
0.3850
—
—
‒0.9029
0.2204
0.1979
Per capital GDP
‒0.8719
‒0.9853
‒0.6505
‒0.8573
‒0.8126
‒0.8295
0.2583
0.2178
0.2588
0.2896
0.2902
0.2786
Resident per capital disposable income
‒1.4952
‒0.6199
−1.9383
2.2381
2.2571
2.1082
0.4190
0.3659
0.4270
0.5056
0.5014
0.4911
Household consumption level
2.2649
1.6721
2.3892
‒0.7806
‒0.8772
‒0.7420
0.4101
0.3664
0.4256
0.4345
0.4309
0.4215
R2
0.9653
0.9443
0.9343
0.5604
0.6032
0.5843
Observations
270
270
270
270
270
270
Note. (1) ∗, ∗∗, and ∗∗∗ indicate significance at the levels of 10%, 5%, and 1%, respectively; (2) the standard error is presented below the coefficient.