<transcript><audio_454>all of these there are problems so uh when we designed the study at least until uh in psychological science until 2015 it took us some time to understand that our samples are very very small and not sufficient</transcript><transcript><audio_455>to to answer our research questions when i did my phd in a management department at the business school and there was you know moderation mediation multi-level on a sample of 40 40 participants obviously this is unsustainable even an</transcript><transcript><audio_456>interaction really gets you you you really need to get to some large samples and the management literature and up till 2012 15 the social psychology literature very</transcript><transcript><audio_457>very small samples 20 in each condition um and then you find these amazing effects with large effect sizes so something about the way that we design things didn't work out and then we collect the data but when we analyze this we realized we didn't really find</transcript><transcript><audio_458>support for our hypothesis so you know we really care about our hypothesis so we have two options one is that okay let's start removing some outliers or see maybe one condition didn't work and then we're not going to report this because we want to have these amazing results that will get</transcript> all of these there are problems so uh when we designed the study at least until uh in psychological science until 2015 it took us some time to understand that our samples are very very small and not sufficient to to answer our research questions when i did my phd in a management department at the business school and there was you know moderation mediation multi-level on a sample of 40 40 participants obviously this is unsustainable even an interaction really gets you you you really need to get to some large samples and the management literature and up till 2012 15 the social psychology literature very very small samples 20 in each condition um and then you find these amazing effects with large effect sizes so something about the way that we design things didn't work out and then we collect the data but when we analyze this we realized we didn't really find support for our hypothesis so you know we really care about our hypothesis so we have two options one is that okay let's start removing some outliers or see maybe one condition didn't work and then we're not going to report this because we want to have these amazing results that will get
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