Inferring Ability from Blame: How Effort- and Liking-Based Mental Models Shape the Judgment
A good deal of research has turned up something that looks, at first, like a contradiction. When a teacher blames a student for failing, observers often conclude that the teacher actually rates that student's ability as fairly high. Blame, in other words, gets read as a backhanded signal of confidence rather than contempt.
Wulf-Uwe Meyer, Rainer Reisenzein and Oliver Dickhäuser set out to look at this pattern again, and what they found complicates the earlier picture. In a more recent study, the effect did not hold up when the whole pool of participants was considered together. Instead it surfaced in only one portion of the subjects. The rest went the other way entirely, reading blame as a sign of low estimated ability.
That split is the real finding. The two groups were not responding to the same situation with random noise; they were interpreting the teacher's blame through different reasoning, what the authors describe as distinct causal schemas.
One schema keyed on effort. If you assume a teacher only bothers to criticize a student who could have done better, then blame implies the teacher believes the ability was there and the effort was not. High ability inferred, by that route.
The other schema keyed on liking. For the subjects who leaned on this interpretation, blame came across as an expression of the teacher's negative feeling toward the student, dislike rather than a judgment about untapped potential. Through that lens the same blame points to a low estimate of ability.
The paper reports empirical support for this reading: the participants who produced the so-called paradoxical attribution and those who produced its opposite could be told apart by which of these two frameworks, the perceived estimate of the student's effort versus the perceived liking or disliking of the student, they brought to the teacher's reaction.