Lewicki and colleagues have demonstrated that people can implicitly le
arn hidden covariations between elements of presented stimuli. Under c
onditions of tight experimental control, we obtained little evidence f
or such Hidden Covariation Detection (HCD) in both conceptual and exac
t replications of Lewicki's studies. The results of that HCD research
are summarised and reviewed in this paper. These results cast doubt on
the generality and robustness of HCD and suggest that HCD is subjecte
d to various boundary conditions. Other paradigms more easily result i
n implicit covariation detection and provide a good starting point for
more process-related investigations into implicit covariation learnin
g. More specifically, we investigated whether the classical conditioni
ng phenomenon of 'blocking' can also be observed in implicit learning.
No evidence for blocking was obtained suggesting that blocking does n
ot necessarily represent an acquisition failure but may be the result
of a performance deficit. The consequences of this finding for the imp
licit/explicit distinction are discussed.