It may. Magnesium may improve insulin sensitivity. If you have type 2 diabetes, this means it can help your body to use the insulin it makes more efficiently, reducing insulin resistance and helping to lower blood sugar. However, in people with type 1 diabetes, magnesium supplements can change the way your body uses the insulin you take, which may cause low blood sugar.