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Adverse Impact Analysis - Understanding Data, Statistics, and Risk (Hardcover)
Loot Price: R4,850
Discovery Miles 48 500
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Adverse Impact Analysis - Understanding Data, Statistics, and Risk (Hardcover)
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Compliance with federal equal employment opportunity regulations,
including civil rights laws and affirmative action requirements,
requires collection and analysis of data on disparities in
employment outcomes, often referred to as adverse impact. While
most human resources (HR) practitioners are familiar with basic
adverse impact analysis, the courts and regulatory agencies are
increasingly relying on more sophisticated methods to assess
disparities. Employment data are often complicated, and can include
a broad array of employment actions (e.g., selection, pay,
promotion, termination), as well as data that span multiple
protected groups, settings, and points in time. In the era of "big
data," the HR analyst often has access to larger and more complex
data sets relevant to employment disparities. Consequently, an
informed HR practitioner needs a richer understanding of the issues
and methods for conducting disparity analyses. This book brings
together the diverse literature on disparity analysis, spanning
work from statistics, industrial/organizational psychology, human
resource management, labor economics, and law, to provide a
comprehensive and integrated summary of current best practices in
the field. Throughout, the description of methods is grounded in
the legal context and current trends in employment litigation and
the practices of federal regulatory agencies. The book provides
guidance on all phases of disparity analysis, including: How to
structure diverse and complex employment data for disparity
analysis How to conduct both basic and advanced statistical
analyses on employment outcomes related to employee selection,
promotion, compensation, termination, and other employment outcomes
How to interpret results in terms of both practical and statistical
significance Common practical challenges and pitfalls in disparity
analysis and strategies to deal with these issues
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