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. 2022 Sep 20;30(5):13048–13066. doi: 10.1007/s11356-022-23044-2

Table 9.

Results of panel causality test

Causality direction W-statistics Z¯-statistics Result Conclusion
lnEF → lnEPU 1.7343*** 2.2632*** Yes lnEF cause lnEPU
lnEPU → lnEF 2.9403*** 5.9805*** Yes lnEPU cause lnEF
lnEF → lnW 2.8307*** 5.6426*** Yes lnEF cause lnW
lnW → lnEF 4.1084*** 9.5808*** Yes lnW cause lnEF
lnEF → lnTO 3.4090*** 7.4249*** Yes lnEF cause lnTO
lnTO → lnEF 5.1506*** 12.7931*** Yes lnTO cause lnEF
lnEF → lnNR 2.3004*** 4.0080*** Yes lnEF cause lnNR
lnNR → lnEF 1.9241*** 2.8484*** Yes lnNR cause lnEF
lnEF → lnLE 2.8538*** 5.7137*** Yes lnEF cause lnLE
lnLE → lnEF 4.6672*** 11.3030*** Yes lnLE cause lnEF

*, **, *** denote statistically significant at the 10%, 5%, and 1% levels, respectively. Source: Current Research