Lake Placid hosted the Games in 1980, when Olympic budgets were decidedly more modest than recent efforts.

That didn't prevent cost overruns, however. The Lake Placid Games were 320% over their original budget by the closing ceremony, according to the Oxford researchers.

The organizers were left with a deficit of about $8 million, and needed a bailout from the New York state legislature in order to pay creditors.

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