The criminal justice system in the U.S. has over-incarcerated its citizen base; we have 5% of the world's population but 25% of the world's prison population. America became known as the “incarceration nation” because our prison and jail population exploded from less than 200,000 in 1972 to 2.2 million today, which became a social phenomenon known as mass incarceration. And along the way, there was a subsequent boom in querying databases for data on citizens with criminal records.
Once a person comes in contact with the U.S. criminal justice system, they begin to develop an arrest and/or conviction record. This record includes data aggregated from various databases mostly, if not exclusively, administered by affiliated government agencies. As the prison population grew, the number of background check companies rose as well. The industry has grown and continues to do so with very little motivation to wrestle with morality, data integrity standards, or the role of individual rights.
This paper address the urgent need to look towards a future where background screening decisions and artificial intelligence collide.