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Speaking Engagement

NILG 2023 National Conference: Beyond Census Tables: Strategies for Advanced AAP Analyses


August 03, 2023 9:30 AM – 10:45 AM PST
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JW Marriott Phoenix Desert Ridge Resort
Phoenix, AZ 85054
United States


NILG 2023 National Conference: The Place to be for Affirmative Action, Equal Employment Opportunity and Diversity / Inclusion fields.

Workshop 6:

This presentation illustrates the compliance and statistical issues in using alternative data sources such as IPEDs and NSF data for contractors’ utilization and hiring analyses. Through a series of interactive examples and case studies, the audience will learn (1) the situations when availability estimates derived from alternative sources will improve utilization and hiring analysis, (2) the factors to consider when deciding which alternative data to use, and (3) compliance and statistical issues in implementing alternative data sources in your analysis.


Ye Zhang, Resolution Economics; Scott Pechaitis, Jackson Lewis P.C.