A number of international standards and codes set out ethical practices for the production of statistics. While these do not typically focus on curbing corruption per se, many of their prescriptions overlap with safeguards that can help curb corruption. Corruption and integrity violations in the production and dissemination of statistics may arise in different forms at different stages of the “data processing cycle”, from the data collection phase to data analysis and publication. Corruption in statistics can also take place at various levels, from political interference and undue influence at the policymaking level, down to petty corruption at the interface with citizens, such as embezzlement by household survey enumerators tasked with collecting data.