At the 1996 Summer Olympics, ten fencing events were contested. Women's épée events made a debut at these Games.
Bolivia competed at the 2000 Summer Olympics in Sydney, Australia.
Bolivia competed at the 1996 Summer Olympics in Atlanta, United States. Eight competitors, six men and two women, took part in nine events in five sports.
Bolivia competed at the 1992 Summer Olympics in Barcelona, Spain. Thirteen competitors, eight men and five women, took part in eighteen events in six sports.
Bolivia competed at the 1988 Summer Olympics in Seoul, South Korea. Seven competitors, six men and one woman, took part in twelve events in six sports.
Bolivia competed at the 1984 Summer Olympics in Los Angeles, United States. The nation returned to the Summer Games after participating in the American-led boycott of the 1980 Summer Olympics. Eleven competitors, ten men and one woman, took part in eleven events in six sports.
Bolivia competed at the 1976 Summer Olympics in Montreal, Quebec, Canada. Four competitors, all men, took part in five events in four sports.
Bolivia competed at the 1972 Summer Olympics in Munich, West Germany. Eleven competitors, all men, took part in nine events in three sports.
Bolivia at the 1968 Summer Olympics in Mexico City, Mexico was the third appearance of the nation at the sixteenth edition of the Olympic Summer Games. Bolivia sent to the 1968 Summer Olympics its third national team under the auspices of the Bolivian Olympic Committee four athletes competed in three events in three sports.
Bolivia at the 1964 Summer Olympics in Tokyo, Japan was the second appearance of the nation at the fourteenth edition of the Olympic Summer Games following a hiatus after the 1936 Summer Olympics in Berlin, Germany. Bolivia sent to the 1964 Summer Olympics its second national team of one male athlete, Fernando Inchauste, under the auspices of the Bolivian Olympic Committee. Inchauste was the flag bearer, and he was a canoeist who competed in the Men's K-1 1000 metres, where he qualified for the semifinal but did not start.
Bolivia at the 1936 Summer Olympics in Berlin, Germany from 1–16 August 1936 was the nation's first appearance out of ten editions of the Summer Olympic Games. Bolivia sent to the 1936 Summer Olympics its first national team of one male athlete, Alberto Conrad, under the auspices of the Bolivian Olympic Committee. Conrad was the flag bearer, and he was a swimmer who competed in the men's 100 meter freestyle, where he was eliminated during the heats. Bolivia would return to the Summer Olympics at the fifteenth edition in 1964, although a team was sent to the 1956 Winter Olympics.
The Philippines competed at the 1984 Summer Olympics in Los Angeles, United States. The nation returned to the Summer Games after participating in the American-led boycott of the 1980 Summer Olympics. 19 competitors, 15 men and 4 women, took part in 28 events in 6 sports.
Bolivia sent a delegation to compete in the Winter Olympic Games for the first time at the 1956 Winter Olympics in Cortina d'Ampezzo, Italy from 26 January to 5 February 1956. The only competitor in the delegation was alpine skier René Farwig. In the men's giant slalom he came in 75th place, and he was disqualified from the men's slalom. It would be 24 years before Bolivia returned to the Winter Olympics, at the 1980 Winter Olympics.
American Samoa sent a team to the 2008 Summer Olympics in Beijing, China. The U.S. territory selected four athletes to compete in three sports: swimming, athletics and judo. The dependency's participation in Beijing marked its seventh participation in any Olympic game since its debut at the 1988 Summer Olympics in Seoul, and its sixth participation at any Summer Olympic games. Of the four American Samoan athletes who participated in Beijing, all four were first-time Olympians and born outside American Samoa and none of the four advanced past the qualification or preliminary rounds of their events. More women participated in the 2008 American Samoan Olympic delegation than in any one delegation in its Olympic history. Judoka Silulu A'etonu was the territory's flagbearer at the ceremonies.
Bolivia sent a delegation to compete at the 2008 Summer Olympics, held in Beijing, China. The South American country's delegation was the fifteenth Summer Olympic team and seventeenth overall Olympic team overall sent by the country. Bolivia's National Olympic Committee sent seven athletes–three women and four men–across five sports and seven distinct events. A substantial number of the athletes originated in southern Bolivian cities, most notably Santa Cruz de la Sierra. All athletes except for cyclist Horacio Gallardo finished their events, although no medals were won by the country at these Games. Trap shooter César Menacho was the Bolivian flag bearer at the ceremonies.
The African island nation of São Tomé and Príncipe competed at the 2012 Summer Olympics in London, held from 27 July to 12 August 2012. This was the nation's fifth appearance at the Olympics since its debut in 1996. Two track and field athletes, Christopher Lima da Costa and Lecabela Quaresma were selected to the team by wildcard places, without having qualified at any sporting event. Quaresma was selected as flag bearer for the opening and closing ceremonies. Neither of the two athletes progressed beyond the first round of their respective events.
Claudia Balderrama Ibañez is a Bolivian race-walker of partial Aymara ancestry. She was born in Catavi, Llallagua, Potosí, and competed for Bolivia at the 2012 Summer Olympics, finishing 33rd in a new personal best of 1:33:28.
Karen Milenka Torrez Guzmán is a Bolivian swimmer from Cochabamba. She competes in the Women's 100m Freestyle. She was flag bearer for the nation at the 2012 Summer Olympics.
Andrew Mark Rutherfurd Aliaga is a Bolivian swimmer. At the 2012 Summer Olympics, he competed in the Men's 100 metre freestyle, finishing in 41st place overall in the heats, failing to qualify for the semifinals. Rutherfurd is a former member of the Church of Jesus Christ of Latter-day Saints.
Rudolf Knijnenburg Cordero is a Bolivian sport shooter. He represented his nation Bolivia in pistol shooting at the 2004 Summer Olympics and in four editions of the Pan American Games.
Bolivia 