{"id":"worldbank.bribery-incidence.gha.annual","dataset_id":"worldbank-bribery-incidence","indicator":"bribery-incidence","geography":"GHA","frequency":"annual","unit":"percent","start_period":"2007","end_period":"2023","org":"World Bank","original_indicator":"IC.FRM.BRIB.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-07T07:57:03+00:00","version":"1","geography_name":"Ghana","region":"Sub-Saharan Africa ","observations":[{"period":"2007","value":23.00672913,"flags":""},{"period":"2013","value":18.73570061,"flags":""},{"period":"2023","value":16.95699501,"flags":""}],"indicator_name":"Bribery incidence","topic":"Private Sector","source":"worldbank","provenance":{"organization":"World Bank","original_indicator":"IC.FRM.BRIB.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-07T07:57:03+00:00","version":"1","license":"see source"}}