All three will represent specific blocs of member nations.

Padilla is the Group One representative, while Joseph comes from Group Two and Moccia from Group Three.

Padilla was also elected first vice-president, while Moccia will be second ranked and Joseph third.

Joseph is the only one of the three to return to the position.

Another Mexican, Ivar Sisniega, has stepped down along with Brazil's Carlos Nuzman.

Nuzman finished third in the election to select a new President won by Chile's Neven Ilic. 

Sisniega, however, has since been appointed secretary general by Ilic.

Joseph, the general secretary of the St Vincent and the Grenadines Olympic Committee, had also stood for the Presidency before withdrawing earlier this month in order to focus on the vice-presidential role.

He beat Puerto Rican Olympic Committee President Sara Rosario Vélez.

Rosario Vélez did, however, successfully gain one of the three ordinary Executive Committee positions from the Group.

Also elected were two incumbents, Veda Bruno Victor of Grenada and Alphonso Bridgewater of St Kitts and Nevis.

United States Olympic Committee chief executive Scott Blackmun was chosen in his absence to replace the organisation's chair Larry Probst in Group One.

Haiti Olympic Committee secretary general Alain Jean-Pierre was also elected alongside National Olympic Committee of Costa Rica secretary general Silvia Gonzalez.

Gonzalez was a late addition as a candidate after nominations were reopened due to the bloc's failure to fulfill statute requirements for a female postholder.

El Salvador Olympic Committee President Eduardo Palomo Pacas missed out completely after also challenging Mexican Olympic Committee counterpart Padilla for the vice-presidency.

Moccia, an Argentine Olympic Committee Executive Committee member who also heads the Pan American Handball Federation, won unopposed for the Group Three vice-presidency.

Aruba's International Olympic Committee member Nicole Hoevertsz retained her Executive Committee post, while Paraguay Olympic Committee head Camilo Pérez López Moreira and Guyana Olympic Association counterpart Kalam Azad Juman-Yassein were also added.

Those missing out included Trinidad and Tobago's Brian Lewis, head of the Caribbean Association of National Olympic Committees, and Peru's José Quiñones, banned by the country's sports court from holding any public post for five years because of alleged irregularities in accounts he controlled.

Ilic was also a Executive Committee member from this category before graduating to President.