Social Security has posted the most recent issue of the Social Security Bulletin, the agency's scholarly publication. It includes a study which asks "What Is the Relationship Between Socioeconomic Deprivation and Child Supplemental Security Income Participation?"
Here are a couple of charts from that study:
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