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Choice Architecture, Privacy Valuations, and Selection Bias in Consumer Data
We find that conventional frame optimization practices that maximize the volume of data collected can have opposite effects on its representativeness.
The Identity Fragmentation Bias
Using a formal framework, we decompose the contributing factors of the estimation bias caused by data fragmentation and discuss the direction of bias.
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