Your R2 values are concerningly low (0.149-0.159); meaning your models explain only about 15% of the variance in local identity. With 56,014 observations, almost ANY variable will achieve statistical significance. Aren’t you just reporting statistically significant but practically meaningless findings? The massive sample size seems to mask weak explanatory power.