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She was defeated by Pedro Rosselló, the candidate for the New Progressive Party.
On March 2012, an audio was leaked to YouTube in which Hernández is heard chastising municipal employees for their lack of support to activities of the campaign of the New Progressive Party and Luis Fortuño.
Other parties that put forward candidates included the left-wing New Progressive Party and the centre-right Korea Vision Party.
The tumultuous General Assembly of the then-ruling New Progressive Party held there in 1983 led to the creation of a splinter party, the Puerto Rico Renewal Party, by then San Juan mayor Hernán Padilla and the defeat of Governor Carlos Romero Barceló in the 1984 gubernatorial elections.