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The DOL’s proposed rule is expected to curtail the types of investments and investment advice currently available to plans and participants.

AI can be trained to identify an anomaly where specific clusters of employees (Group A) are advancing at a significantly slower rate than other population groups within the organization.

These types of incentives could also attract remote gig workers, as these independent contractors “are not tied to a single company, and similarly could benefit from the community connections,” Jennings added.

The visualization techniques have been used to explain clustering (grouping) of keywords, as well as the density (volume) of research around each cluster.

For instance, short-term supply issues often have a major impact on what different types of engineers are paid in the short term.

Moderating overall salary increase budgets and budget data clustering (see U.S. data in the figure below) are a global phenomenon in this study, although the overall increase budget levels vary between countries.

A job class is a cluster of jobs with similar requirements, responsibilities and the same compensation.

However, in our view, managers need to understand benefits as signals for attracting clusters of strategic human capital (Boon et al. 2018; Connelly et al. 2011).

Employee Experience Workforce Engagement Diversity, Equity, Inclusion and Belonging Survey Results This survey examines the types of DEI activities organizations are planning for, the types of DEI learning and development related actions organizations may undertake in 2022, and their level of commitment to these plans (if they are talking about an initiative or talking action, for example).

We were able to design an eight-item survey that can be used to assess inclusion and diversity programs at organizations of any size and type.