Table 7 Entropy balancing estimation results for the impact of big data products use.

From: Big data products and income inequality of e-commerce farmers: evidence from China

Dependent variables

Income inequality

Entrepreneurial alertness inequality

Dynamic capabilities inequality

Whether or not to use big data products

−0.056***

(0.019)

−0.106***

(0.018)

−0.076***

(0.019)

Gender

−0.008

(0.018)

−0.011

(0.018)

−0.017

(0.017)

Age

−0.006

(0.021)

−0.052***

(0.021)

−0.013

(0.022)

Education

−0.029**

(0.013)

−0.041***

(0.013)

−0.037***

(0.013)

Whether a CPC member or not

−0.008

(0.026)

0.038

(0.029)

−0.013

(0.024)

Whether enterprise operation or not

0.079***

(0.018)

0.039**

(0.017)

0.046**

(0.021)

Whether registered trademark or not

−0.048**

(0.019)

−0.008

(0.022)

−0.020

(0.022)

Duration of e-commerce business

−0.010

(0.013)

0.001

(0.012)

−0.011

(0.012)

Main e-commerce formats

−0.012

(0.008)

0.031***

(0.010)

0.012

(0.012)

Main product types

−0.057***

(0.022)

−0.042**

(0.018)

−0.053**

(0.023)

F statistics

6.31

8.65

5.52

  1. *** and ** denote 1% and 5% significance levels, respectively; robust standard errors are reported in brackets.