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NIBRS Estimation Project


Beginning with the 2021 data year, estimates of crime known to law enforcement will be based solely on data provided to the FBI's National Incident-Based Reporting System, or NIBRS. In 2021, 67.9% of all crime-reporting law enforcement agencies were reporting to NIBRS, covering 65.7% of the U.S. population.

NIBRS Coverage, 2017 to 2021

To calculate a national crime rate based on NIBRS data, BJS, in partnership with the FBI and with statistical and technical support from RTI International, established a new set of statistical procedures to estimate crime. Basing this new estimation process solely on NIBRS data introduced several challenges, which the estimation process was designed to address:

Producing national and state-level crime estimates, as law enforcement agencies continue to transition to NIBRS

The number of agencies transitioning to NIBRS has increased annually since 2016, when the FBI announced its intention to retire the long-standing Summary Reporting System (SRS) by January 1, 2021. The estimation methodology must account for the fluctuation in the number of reporting agencies. In addition, in 2021, the first year for which estimates will be produced, the overall number of law enforcement agencies submitting data to NIBRS is smaller than the number of agencies for which SRS data were available in prior years.

Developing estimation techniques that can run effectively and efficiently on very large amounts of data

The NIBRS data structure is much larger than SRS, and each NIBRS record contains a robust set of information on each crime incident. In addition, rather than summary reports that contain aggregate offense counts for each law enforcement agency, NIBRS reporting agencies submit incident-specific records for all the recorded crime incidents in their jurisdiction. The ability to connect the details within each incident (e.g., victim and offender data with the respective offenses) also provides context that was previously unavailable. This means that one agency could potentially report thousands of individual crime incidents through NIBRS, whereas they would have reported summarized offense totals for the month under SRS. A more complex estimation process is required, to account for the increased size and detail of the NIBRS database.

Identifying the set of key indicators for which estimates will be produced

The expanded level of detail in NIBRS could hypothetically result in the production of several million more estimates compared to SRS. The new estimation methodology needs to target a set of priority, or key, indicators of crime and arrest, to ensure the procedures generate valid and reliable estimates based on complete and high-quality data. Key indicators include estimates for specific offenses; characteristics of individual victims, alleged offenders, and persons arrested such as age, sex, race, and the relationship between the victim and offender; and incident characteristics such as whether a weapon was present, the victim was injured during the incident, and where and when the incident occurred.

Following a thorough review, BJS and the FBI, with support from RTI and input from a NIBRS expert panel, selected a comprehensive set of indicators for estimation. Consideration for additional indicators covering bias crimes and assaults against law enforcement officers is also occurring. Collectively, selected indicators cover critical characteristics of crimes against persons, crimes against property, and crimes against society.


Date Created: August 3, 2022