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Table 3 Results of conditional Granger causality test (1978–2008)

From: Attention to social stratification in the public discourse: An empirical study based on big data of books (1949–2008)

Null hypothesis

N

Chi2

p value

\(fd\_GDP_{cp}\) is not the Granger cause of \(fd\_LC\)

31

11.382**

0.023

\(fd\_GINI\) is not the Granger cause of \(fd\_LC\)

31

34.596***

0.000

\(fd\_PDI\) is not the Granger cause of \(fd\_LC\)

31

26.347***

0.000

\(fd\_IO\,{\text{is}}\,{\text{not}}\,{\text{the}}\,{\text{Granger}}\,{\text{cause}}\,{\text{of}}\,{ }fd\_LC\)

31

1.790

0.774

\(fd\_LC\,{\text{is}}\,{\text{not}}\,{\text{the}}\,{\text{Granger}}\,{\text{cause}}\,{\text{of}}\,{ }fd\_GDP_{cp}\)

31

36.731***

0.000

\(fd\_LC\) is not the Granger cause of \(fd\_GINI\)

31

20.26***

0.000

\(fd\_LC\) is not the Granger cause of \(fd\_PDI\)

31

41.042***

0.000

\(fd\_LC\) is not the Granger cause of \(fd\_IO\)

31

13.182***

0.000

  1. (1) “fd” means first difference. (2) According to the information criteria AIC, SBIC, and HQIC, we select a four-order lag. (3) *p < 0.1, **p < 0.05, ***p < 0.01