"We lost very poor goals and that's what cost us the game, " said McGhee.
After dawn Monday, two Tennessee Air National Guard helicopters took off from nearby McGhee Tyson Airport.
Mark McGhee changed his formation to push for an equaliser but to no avail.
It's not difficult to imagine McGhee doing a fine imitation of Fergie's famous 'hairdryer' blast...
BBC: SPORT | Football | My Club | Motherwell | McGhee out to make his mark
It's worth remembering that even Dennis Wise behaved himself while McGhee was his boss at Millwall.
BBC: SPORT | Football | My Club | Motherwell | McGhee out to make his mark
Tony Mowbray, Owen Coyle and Mark McGhee are among those still being considered to succeed Gordon Strachan.
But Mark McGhee has a lot of things going for himself as well, as has Owen Coyle.
Craigan told BBC Scotland that the squad would look to McGhee for guidance during the coming weeks.
Tom McGhee from Spark of Genius, Scottish Children's Services Coalition and Alison Todd from Parenting across Scotland.
"We have to put as much daylight between ourselves and the bottom team as possible, " McGhee said.
BBC: Mark McGhee pessimistic over Aberdeen's top six chances
The result piles the pressure on Derby manager John Gregory and eases the burden on Mark McGhee's shoulders.
Motherwell boss Mark McGhee had named an unchanged side despite their surprise 3-0 defeat at home to Falkirk.
McGhee admitted he had stern words for his players during the break after a complacent first 45 minutes.
"The mentors on the courses encouraged us to learn different skills, to think outside the box, " said McGhee.
"They never hurt us and I cannot remember any critical saves that Ben Roberts had to make, " said McGhee.
BBC: SPORT | Football | My Club | Brighton | McGhee hails deserved win
McGhee went on to say he feels his team are currently at a higher level than their Tynecastle rivals.
"You've had so much come out of the ETFs, " said Frank McGhee, head precious-metals dealer with Integrated Brokerage Services.
However, manager Mark McGhee has allowed him to leave despite having also sold fellow striker Lee Miller to Middlesbrough.
McGhee revealed that he had been in touch with his old pals before taking the job at Fir Park.
BBC: SPORT | Football | My Club | Motherwell | McGhee out to make his mark
"Certainly, when they went down to 10 men, I thought we were going to win the game, " McGhee said.
BBC: Mark McGhee pessimistic over Aberdeen's top six chances
The Eyesores Petition was launched in February by Robin Penna and Rob McGhee.
The Highlanders won 2-1 to pile more pressure on Dons boss Mark McGhee.
"I hoped we would have come here and turned it around, but we haven't, " a despondent McGhee told BBC Scotland.
BBC: Aberdeen boss McGhee aims to revitalise stuttering Dons
Sir Alex Ferguson built a formidable side at Pittodrie, with McGhee scoring 100 goals in 263 matches for the Dons.
BBC: SPORT | Football | My Club | Motherwell | McGhee out to make his mark
McGhee, like McLeish, leaned on Ferguson for advice when embarking on the coaching route and they share some key characteristics.
BBC: SPORT | Football | My Club | Motherwell | McGhee out to make his mark
Rob McGhee and Robin Penna, organisers of the "eyesore" campaign, want to stop "unsuitable architecture" being put on important island sites.
Mark McGhee opted for an ambitious team selection, with John Sutton, Chris Porter and David Clarkson carrying the potential for goals.
Manager Mark McGhee had stressed before travelling to the Czech Republic that he wanted an improved defensive performance following last week's loss at Pittodrie.
McGhee threw on Aluko for Michael Paton early in the second half as the Dons looked to get back into the game.
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