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by SubiculumCode
1768 days ago
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I agree (as a psychologist/neuroscientist) that psychology has problems with reproducibility, but I think you pick the incorrect issues (bias and ideology) nor is it that we are bad or dishonest scientists. Rather, I believe it is the aggregating factors of 1)system complexity, and 2)non-uniform samples (subject's differing in unexpected/unknown ways between samples), and 3) weak theoretical knowledge Another post here made the point that it is necessary to guide empiricism with strong theoretical frameworks. Those strong theoretical frameworks are missing in psychology/neuroscience, because it is a very very new field tacking something very very complicated. We have weak theories, and thus empirical findings may fail to replicate for differences we do not measure (season? time of day? menstruation? obesity? coffee? as examples of things that might not be measured, or is not practical to include into statistical models due to df) and so on. But this is not to say that there has not been progress. There has been lots of progress, and theories are becoming better, ever so slowly. but we build on converging methods spanning basic neuroscience of individual neurons or local networks to MRI studies of macro phenomenology. In the end, I think of myself more as a cartographer or explorer, much like those that set sail across the sea knowing little about what will be found, BUT DOCUMENTING IT in their naval logs and reports, so that one day those observations can be put together and build the world map. That is why open neuroscience is critical to our field. |
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Of course there's no dishonesty. And to be bad would require what you do to be science in the first place. From my perspective (physicist), "science" is applied too broadly. What you do isn't useless or unimportant. I just struggle to square it with "science" in any meaningful sense. That's probably not a popular opinion, but whatever: I stand by it.