highly significantp-values < 0.01
As presented in Table 2 , the relationships between the variables showed that low-carbon energy output, resource-based revenue, oil operating surplus, natural gas profit margin, and GDP had highly significant coefficients (p-values < 0.01), indicating a strong relationship with energy use.