The thing is that phones can be lost, robbed, broken more frequently than a Desktop. It is more a safety thing than a security thing I think.
agree with delek, i have experience lost my phone and contains my bitcoin.
I immediately opened my email to get in to my wallet and move private key and all the coins.
fortunately all my coins saved. no more storing bitcoin in mobile phone i feel desktop more safer.