William I. Appleby said Joseph could barely read and could only write his name.
William I. Appleby, “Biography and Journal of William I. Appleby, Elder in the Church of Latter Day Saints," 1848, 30, MS 1401, Church History Library
"He commenced reading his Bible, but his education was very limited; he could Just read; and scarce write his name"