No, this does not need to be corrected and, yes, you do use this number when reporting the income. The 1099-misc issuer has the option to file the form using an employer identification number or his/her social security number. When inputting the form into TurboTax select the option to enter the payer's federal ID number format as a social security number. See my (screenshot) below for reference.
