joelchan's working notes

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@wangBiasNoveltyScience2017

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Referenced in

[[QUE]] - How might domain distance modulate the effects of analogies on creative output?

[[ - highly novel combinations of cited journals in a paper were almost always cross-disciplinary, but cross-disciplinary combinations were infrequently novel - ]]

July 19th, 2021

novelty strongly implies cross-disciplinary, but not the complement; [[ - highly novel combinations of cited journals in a paper were almost always cross-disciplinary, but cross-disciplinary combinations were infrequently novel - ]]

[[QUE]] - How might domain distance modulate the effects of analogies on creative output?

[[ - highly novel papers were more likely to be in the top 1% of citations in the long run, but not in the short run, and particularly in other fields - ]]

[[QUE]] - How might domain distance modulate the effects of analogies on creative output?

[[ - highly novel papers had higher variance in their citation outcomes over a 15-year window, biased towards the higher impact tail of the distribution - ]]

July 19th, 2021

novelty --> lower impact factor journal, ceteris paribus: [[ - highly novel papers were more likely to be published in lower impact journals - ]]

July 27th, 2021

per be super careful about this outcome measure of value given [long vs. short run differences for highly novel stuff]([[ - highly novel papers were more likely to be in the top 1% of citations in the long run, but not in the short run, and particularly in other fields - ]])

[[QUE]] - How might domain distance modulate the effects of analogies on creative output?

[[ - highly novel papers were more likely to be published in lower impact journals - ]]

July 19th, 2021

basic result of [[ - highly novel papers were more likely to be in the top 1% of citations in the long run, but not in the short run, and particularly in other fields - ]] seems to be replicated by a later shorter paper focusing only on physicists: - noting that this was a sample of papers from 2005-2009, so it starts to get a little bit at my misgivings about generalizing from a sample from 2001 (although it also pushes in the opposite direction by focusing only on physics)

[[QUE]] - How might domain distance modulate the effects of analogies on creative output?

[[ - highly novel papers were more likely to be in the top 1% of citations in the long run, but not in the short run, and particularly in other fields - ]]

July 19th, 2021

main claim here is that [[ - bibliometric measures are biased against novel breakthrough research - ]]

[[QUE]] - How might domain distance modulate the effects of analogies on creative output?

[[ - highly novel papers had higher variance in their citation outcomes over a 15-year window, biased towards the higher impact tail of the distribution - ]]

July 27th, 2021

also interesting is the idea of distant recombination, which feels like a mix of far and and , depending on the examples. don't find this to be particularly well theorized. but this connects very well to the way and think about things

July 19th, 2021

novelty --> big hit, esp. in long run, and outside home field: [[ - highly novel papers were more likely to be in the top 1% of citations in the long run, but not in the short run, and particularly in other fields - ]]

July 19th, 2021

novelty --> higher variance in impact: [[ - highly novel papers had higher variance in their citation outcomes over a 15-year window, biased towards the higher impact tail of the distribution - ]]