Capable, but Apparently Cold

In an October 10 PsyPost report, Karina Petrova describes two studies linking women's higher cognitive ability scores to colleagues' perceptions of greater hostility and to worse reported treatment. Men with higher scores did not show the same pattern. In the employee sample, their higher scores were associated with more favorable treatment.

The uncomfortable possibility is not simply that workplaces fail to reward talent. It is that the terms of cooperation may change depending on whose talent appears.

The score and the judgment

According to Petrova's account, researchers led by Nitya Chawla studied 432 undergraduate business students working in small teams on semester-long consulting projects. Students completed a cognitive ability test, later rated their teammates' hostility, and subsequently reported the help and victimization they experienced. Among women, higher scores were associated with higher peer-rated hostility, more reported victimization and less help.

A second study involved 394 full-time employees at a financial company in China. Researchers used cognitive scores from the company's hiring process, alongside peer ratings and later self-reports of treatment. Again, women with higher scores were perceived as more hostile; they were also rated as less communal. The reported pattern connected these perceptions with more victimization and less assistance. For men, higher scores were linked to lower perceived hostility and better treatment.

These details come from PsyPost's reporting; the underlying journal paper could not be independently retrieved for this article. Both settings are specific, and experiences of help and mistreatment were self-reported. Separating measurements in time does not establish that ability caused mistreatment, or that a colleague's judgment was necessarily false. Cognitive test scores are not a complete measure of workplace competence, either.

Those boundaries matter. “People dislike me because I am brilliant” is a flattering story. Research should not become its stationery.

Who owes the room reassurance?

PsyPost describes the researchers' proposed explanation as an “implied communality deficit”: high competence in women can be read as evidence that they lack warmth. That is a hypothesis about a social inference, not proof that any particular colleague is secretly threatened.

Still, it gives us something more useful to inspect than a personality label. When someone calls a woman cold, what did she actually do? Withhold information? Dismiss a request? Or demonstrate ability without supplying the reassurance the observer expected?

Those are different claims. A fair workplace needs to be able to tell them apart. Actual harmful behavior deserves scrutiny whoever performs it; an impression should not become an unexamined warrant to withdraw cooperation.

The easy response would be to coach capable women to appear warmer. That may sometimes help someone navigate an existing environment. As an institutional answer, though, it leaves the original bargain untouched: contribute your ability, then manage everyone else's interpretation of it. Two jobs, one salary.

Coherenceism asks whether a group holds together by including people's contributions or by making them smaller. Applied here, that means asking practical questions before celebrating team harmony. Who gets the information needed to finish a task? Whose requests receive help? Can someone challenge a vague judgment about their attitude without confirming it merely by objecting?

These are proposed checks, not interventions tested by the studies described. Their value is in moving the discussion from presumed character to observable conduct—including the conduct of the people doing the judging.

A team need not like everyone equally. It does need a better rule for sharing information than whether someone has made their competence sufficiently comfortable to be around.