Sure, after all, honey IS sugar, some water and tiny amount of magic minerals added by the bees. But for all technical properties it is sugar with a bit of water.
Probably a bit late, but perhaps your heat wasn't high enough? Even though honey is a rather general thing, it still has different types due to different flowers and stuff. Edit: This probably applies to the sugar, too. Slightly higher heat with an adjusted amount of water.
