Ok there are a few problems here.
You have random slopes for gini but you do not specify it as a fixed effect. It's your main exposure so it should be a fixed effect.
The model has a singular fit. By removing
gini
as a random slope this may fix that although it's likely thatAbroadIncome
is causing that.
I would suggest starting with the following model:
Migration ~ Rich_Poor_Indicator + Gini + AbroadIncome + (1 | Country.Name)
AbroadIncome + (1 | Country.Name)
If this is supported by the data then you can consider adding random slopes.