We work out the method for evaluating the QCD coupling constant at fin
ite temperature (T) by making use of the finite T renormalization grou
p equation up to the one-loop order on the basis of the background fie
ld method with the imaginary time formalism. The background field meth
od, which maintains the explicit gauge invariance, provides notorious
simplifications since one has to calculate only the renormalization co
nstant of the background field gluon propagator. The results for the e
volution of the QCD coupling constant at finite T reproduce partially
the ones obtained in the literature. We discuss, in particular, the or
igin of the discrepancies between different calculations, such as the
choice of gauge, the break-down of Lorentz invariance, imaginary versu
s real time formalism and the applicability of the Ward identities at
finite T.