Some 56 percent said their countries were doing a poor job of fighting graft, while one in three had recently been forced to bribe a public official, according to a survey of more than 51 000 Africans by the Afrobarometer research project.
"Afrobarometer data shows that these efforts have not been sufficient to curb corruption levels."
Police attracted the highest ratings of corruption among public officials across the 34 countries, with 43 percent saying that "most" or "all" were involved in corruption.
The figure was as high as 78 percent in Nigeria and 69 percent in Kenya and Sierra Leone - but just 14 percent in Algeria.
Government and tax officials also scored badly, while judges and heads of state fared best in the survey, carried out between October 2011 and June 2013.
Morocco, Guinea and Kenya all fared badly while fewer people said they had paid bribes in Namibia, Mauritius, Cape Verde and Botswana.
The International Monetary Fund projects that sub-Saharan Africa will grow at 5.7 percent in 2013, outpacing most regions and rivalling Asia's boom markets.
But while strides have been made in reducing the numbers of Africans living on less $1.25 a day, more than a third of the world's extreme poor still live in sub-Saharan Africa.
The Afrobarometer research project involves a number of independent African organisations and measures public attitudes on economic, political and social matters in sub-Saharan Africa.
Almost one in five people who had gone without food in the past year had paid a bribe to obtain medical treatment, compared with just over one in 10 among those who never went without food.
The UN food agency said in October that the region had the highest prevalence of hunger, with 24.8 percent - or 223 million people - undernourished, though the figure had dropped by almost a third over the previous 20 years.
"The research suggests African governments need to step up their efforts to curb corruption, in the interests of both reducing poverty and advancing democracy," the report said.
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