OMB Individually Reported
Benefit and Earnings Public Use File
Low riskExact public inventory row
Description
Generate high fidelity synthetic benefits and earnings data for external researches to support policy research and decision making while protecting privacy.
Detailed example
Synthetic microdata file aimed for public use by policy researchers
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Expected benefit
Enhanced data privacy; inform policies to support data driven decision making
Controls / human review
ATO: No; PIA: PIRA/PTA - OGC OPD
Data needed
Model used data from disability program data sets