Sorcha, your link was fine, it's Joe's that didn't work. The Southern Harmony site has had trouble with it's images getting corrupted.Sacred Harp has 2 settings for these words and I think an older edition had 3. There's Family Bible and The Old-Fashioned Bible. According the the online concordance the words are from Young's Christian Companion, 1826.
I know one person who freqently leads The Old-Fashioned Bible. He does it so fast it feels like a Gilbert & Sullivan patter song done fast. I don't know that I've ever sung Family Bible.