It's taking care of your own before taking care of others. Same reason I'd rather save my son's life rather than a million babies who are equally valuable and deserving of life.
OP is asking for a moral/ethical argument though, not an emotional one. Saving your son's life is emotionally justified but unlikely morally and certainly not ethically.
That doesn't really sound like an ethical argument so much as the impetus for it.