We measured self-perceptions of personality states using experience sampling (ESM) reports, and captured actual behavior by getting people to wear the Electronically Activated Recorder (EAR), which recorded 30 s sound snippets every 10 min for one week. 2/n
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Our amazing research assistants then listened to these audio files and rated participants' personality states during the same hours as the ESM reports. To get reliable codings, this process took 5 years and 108 research assistants (six observers per participant). 3/n
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Just read the whole thing and have to exercise a lot of self-control to not just download the data and have fun with it. Really cool and good discussion of the limitations too. Having recently conducted my first coding study I feel the pain too.
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1 wish: have you tried doing the spaghetti plot without multiple colours but with transparency? I imagine it might look nicer and give better idea of the uncertainty. also, showing the dists of the variables might be cool (but maybe too much for one plot)
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Great suggestion! Haven’t tried that, but open to it - do you have ggplot code?
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here's an example (that I don't find particularly compelling looking at it again, but I'm just plotting random slopes, not raw data, so it's boring) https://rubenarslan.github.io/ovulatory_shifts/3_stan_brms_long.html#marginal-effects-by-person …
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Do you think this makes things clearer? And any preference between blue vs. gray?pic.twitter.com/9nIP7hZ4hh
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Nice! I didn't think the previous graph wasn't clear (some overplotting I guess), but I think these look much nicer :-) I prefer blue
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Wow this looks cool, and what a rich dataset too! I’m a little surprised that there’s no non-zero agreeableness relationship — eyeballing from the graph, its strength doesn’t look very different from the neuroticism relationship
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In fact the conclusion I’d draw from the graph (not looking at anything else) is that people have good insight into their moment-to-moment extroverted behavior but much less insight into everything else
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Here are the standardized estimates: Basically, E > C > A = Npic.twitter.com/uRJ3nDc4Z3
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Thanks! Looks like the conscientiousness relationship is stronger than I was inferring due to less overall variability in rated conscientious behavior than in rated extraverted (which I guess shows up in the graph ...)
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Did you look at Openness to, or is that too difficult to measure with EAR?
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Unfortunately, we didn't measure ESM openness in Wave 1 -- at the time, the team thought that the BFI openness items didn't translate well to a state measure (and changed their mind for later waves of the larger study!)
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Great work,
@JessieSunPsych and@siminevazire! -
Thanks, Scott!!
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why, why did that one have to be the one people are unaware of
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Amazing work
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I'm shocked, shocked to discover that people might not know when they are being jerks.
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