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Most people assume we lack access to data and, once given the data, we will act rationally. This research assembles examples why this may not be the case. Leaders with data often ignore the findings. As data increases in volume, so too will the level of distortion and false positives. Those who succeed will not be those with the most data, but those who act most on the data they have.