"It was a tough game, we made a lot of changes so there was always going to be a disjointed feel to us because we pieced the team together with players who needed to get minutes," Parkinson told BBC Sport Wales.
"We got the first goal but their first goal should never have been allowed, how the referee hasn't seen the block is beyond belief. We know they are clever on corners but when it's as blatant as that I expect the officials to see it.
"If we had kept the lead until half-time it could have been a different night for us, but goals change games.
"It's a good work out for us, we never like getting beat in any game, but we will take the lessons from it."