The planetary nebula luminosity function (PNLF) depends on the physica
l characteristics and evolutionary paths of the components. Changes in
the nebular and stellar parameters may influence the extragalactic di
stance scale based on the PNLF. We aim at studying from a theoretical
viewpoint how changes in the physical conditions of the parent galaxy
and the evolutionary paths of the central stars and nebulae propagate
into the PNLF. By means of synthesis of post-asymptotic giant branch e
volution, we have tested the invariance of the distance scale based on
the H beta PNLF for changes in the evolutionary timescales, in the in
itial mass-final mass relation, and in the number of optically thick p
lanetary nebulae (PNs) populating the PNLF. We start with a theoretica
l H beta PNLF truncated at M(f) < 0.7 M., which we successfully check
against its empirical homologue for SMC and LMC PNs. We obtain that sm
all shifts in the transition time evolve into H beta magnitude shifts
of the high-luminosity cutoff up to 0.75 mag for constant star formati
on rate populations only, while intermediate/old populations are almos
t invariant with respect to these evolutionary time differences. We al
so obtain that a different initial mass-final mass relation does propa
gate into shifts in the H beta PNLF, the effects being important only
for young stellar populations. Finally, the high-luminosity cutoff of
the H beta PNLF seems to be invariant to the number of PNs considered.
Overall, our results indicate that extreme care should be taken when
using H beta PNLF in the context of high-mass-high-luminosity PNs.