From the description it seems you might be having a mite infestation
known as scabies
. It is characterised by itchy red rashes over the typical sites mentioned by you. Lesions usually itch at night and other family members might behaving similar history of itch.
To treat scabies single overnight local application of permethrin cream
5 percent whole body below neck is required
Hope that answers your query.