Guys, no. Voltage has nothing to do here, as others said, higher voltages are better. The US is actually behind this spec. It also doesn't have to do with the purity of the copper used.
I suspect it is the design/reliability/quality of the mechanical connector to the AC adapter which becomes weak/loose causing the sparking, heating, then burning.