I wouldn't say a subjectivist point of view is necessarily
unscientific.

I understand that some of the posters in this thread are engineering
guys. It kind of makes sense that you take a more objectivist position.
In the natural sciences, you sometimes can have relatively tightly
controlled experiments which can be repeated a very large number of
times.

But when we talk about human perception, I believe it's much harder to
control for every possible effect. You can't get a truly random sample
of test subjects. Perhaps your budget limits you to 30 or 50 probands.
Etc. Ultimately, you have to make some hard choices and make some
assumptions based on your prior beliefs. Maybe we believe some cognitive
biases can have such a profound impact that we go through the trouble of
making a trial a blind trial. But maybe we believe (say, erroneously
believe) subjects' emotional and moral dispositions won't matter much
for the observed outcome so we fail to control for them.

What I'm trying to say is that I believe most research is subjectivist.
The questions you ask (as well as those you don't ask) alone make it
subjectivist. And I think it's important to acknowledge that. Hopefully,
it will lead us to be explicit about the assumptions we make. And it
should also impact the methods we choose, e.g., using Bayesian as
opposed to frequentist statistics.


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