After the high of two good victories over Malta, Northern Ireland and McArdle have been brought back down to earth by this frustrating defeat against Turkey.
The narrative of the defeat will no doubt focus on the impact of what they considered a refereeing error, but it once again highlighted how this young side are still in a transitional phase.
They were disjointed from the off and seemed caught off guard by Turkey's aggressive press.
Unlike in the home game against Necla Gungor's side, McArdle's team showed grit to respond after going behind to a preventable goal.
They will feel hard done by that the handball from Seker was not punished by the brandishing of a deserved red card given that she went on to score the winning goal.
But again, from a Northern Ireland perspective, it was a preventable one as Burns coughed up possession easily for Altunkulak, who provided the cross for the goal.
McArdle's side struggled to replicate some of their neat patterns of play that resulted in goals against Malta, highlighting the challenge ahead for the Scotsman when NI face higher quality opposition.
The boss identified some of their problems and attempted to tweak their set-up, highlighted by the half-time introductions of Maxwell and Casey Howe, but they had little impact.
With Malta defeated 6-1 by Switzerland, Northern Ireland will get a World Cup play-off, but as an unseeded team, and have a difficult route ahead if they are to make a maiden appearance at the tournament in Brazil.
They will have to be much improved against the Swiss in Lurgan on Tuesday in their final qualifier to show they can compete with the bigger nations they will inevitably come up against in the play-offs.