I have shown in this paper that figure skaters benefit from a compatriot on their judging panel, that this benefit likely reflects a combination of nationalistic bias and vote trading, and that this benefit has risen slightly over time. The increase in the combination of bias and vote trading was despite a reform that was purportedly intended to reduce it. A key component of that reform was eliminating transparency into which judge gave which score. Eliminating transparency was designed to make it harder to parties to collusive agreements to monitor judges, but this came at the cost of making monitoring by outsiders harder as well.
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One can thus view the ISU's anonymity reform as a well‐intentioned attempt to reduce corruption that failed due to insufficiently effective internal monitoring. A less optimistic view is that the ISU's goal was to reduce the perception of corruption rather than actual corruption. If current perceptions of corruption are underestimates, or if limited attention is expected to lead to underestimates in the absence of information in the future, then reducing transparency can be an end in itself.
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