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Biographical Data And Black Box Empiricism: Lessons Learned For Algorithmic Assessments In Personnel Selection, Ketaki Sodhi, Marc Cubrich Oct 2021

Biographical Data And Black Box Empiricism: Lessons Learned For Algorithmic Assessments In Personnel Selection, Ketaki Sodhi, Marc Cubrich

Psychology from the Margins

As the popularity of biodata in selection assessments grew in the 1980s and into the 1990s, the field of industrial and organizational psychology witnessed many attempts to develop biodata theories and guide the development of biodata items. The insights that emerged from this body of research are increasingly relevant in the current era of big data, artificial intelligence (AI), and machine learning. More than ever, AI and machine learning are being used to score candidates and make hiring recommendations. Many organizations are using data-driven approaches to develop machine learning and AI algorithms, which are frequently atheoretical, based on correlations or …


Work Made For Hire – Analyzing The Multifactor Balancing Test, Ryan G. Vacca Jan 2015

Work Made For Hire – Analyzing The Multifactor Balancing Test, Ryan G. Vacca

Akron Law Faculty Publications

Authorship, and hence, initial ownership of copyrighted works is oftentimes controlled by the 1976 Copyright Act’s work made for hire doctrine. This doctrine states that works created by employees within the scope of their employment result in the employer owning the copyright. One key determination in this analysis is whether the hired party is an employee or independent contractor. In 1989, the U.S. Supreme Court, in CCNV v. Reid, answered the question of how employees are distinguished from independent contractors by setting forth a list of factors courts should consider. Unfortunately, the Supreme Court did not give further guidance on …