My connection to William Hoge and Barbara Hume is different than yours, so I probably can't help much. Mine is William>William>Solomon>William>Kenworthy>James Clayton (my 2nd great grandfather). They were mostly from Loudoun Co., VA and then Kenworthy came to Ohio. The relatives I knew were from Massilllon, OH. Also, James Clayton's wife and three of his children ended up in Philadelphia, Pennsylvania.
I search every lead and have found a lot through old newspaper archives, grave stones, personal property tax records, wills, and estate appraisals. I also Google the names of some of the married couples and where they resided. Doing this has brought up a few bios. Check with the counties they lived in, too. Some have old records and can help you.
Best of luck in your search.