<transcript><audio_468>the waste of time and resources about this 92 positive publication bias in terms of a lot of file drawers uh that that's that's horrific in terms of replication how many replications are we doing one</transcript><transcript><audio_469>one in one thousand so for every 1000 there's 999 papers that has never been replicated so you're just you're trusting something that came out in the seventies and you just keep keep building on that and then when you find results it just</transcript><transcript><audio_470>so a lot of problems so why am i discussing this with you because it's very important for us to differentiate in this life cycle between exploratory research and conformatory research</transcript><transcript><audio_471>so in the exploratory research you look around so maybe you have a data set you got this from the professor you collected this yourself you want to understand a little bit of what's what's possible so let's say you take the world values survey or the</transcript> the waste of time and resources about this 92 positive publication bias in terms of a lot of file drawers uh that that's that's horrific in terms of replication how many replications are we doing one one in one thousand so for every 1000 there's 999 papers that has never been replicated so you're just you're trusting something that came out in the seventies and you just keep keep building on that and then when you find results it just so a lot of problems so why am i discussing this with you because it's very important for us to differentiate in this life cycle between exploratory research and conformatory research so in the exploratory research you look around so maybe you have a data set you got this from the professor you collected this yourself you want to understand a little bit of what's what's possible so let's say you take the world values survey or the
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