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AI for HR: Managing the risks of disparate impact discrimination

HRExecutive

Many AI tools are designed to streamline and enhance hiring, while others are designed to eliminate bias and improve business processes for performance evaluations and assessments. While most AI tools can safely improve speed and efficiency, whether an AI tool actually eliminates human biases is not guaranteed.

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Job Evaluation: Your 2024 Guide [+ Free Template]

Analytics in HR

Job evaluation is the systematic process of using internal and external data to determine the relative value that specific jobs bring to an organization. According to a European Commission report on pay transparency, “(t)he determination of the worth of a job is assessed irrespective of the qualities of the specific job holder.”

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Equal Pay for Work of Equal Value: EU Directive & Canadian Pay Equity

Trusaic

Comparisons with Canada Federal Pay Equity Law Canada’s Federal Pay Equity Law is designed to ensure employers offer equal pay for work of equal value to all federal employees. Historically, that has proved a struggle for Canada, as OECD data shows a national pay gap of 17.1%. What is the EU’s Joint Pay Assessment?

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Helping Managers Understand and Address Stress

DecisionWise

What Survey Data Tells Us About Stress in Your Organization. Our research has found that an individual’s level of stress in their job is one of the top five most frequently reported areas that needs attention from executive teams. They could also be psychological threats, such as harassment, fear of retribution, or discrimination.

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Pay Equity Continues to Take Shape in Ontario, Canada

Trusaic

If employers fail to achieve pay equity , they may be subject to retroactive payments to current and former employees identified as having been discriminated against. It’s evident that the reporting of wages and salary data in the workforce is becoming a more common requirement for employers. It remains unclear when this will happen.

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The Role of Audits and Analyses on the Future of Pay Equity

Trusaic

Moreover, we wanted to understand the perceptions of pay equity within these individuals’ respective organizations, as well as how they’re obtaining and measuring their data around pay equity. In addition, it can be difficult to define individual roles within organizations in order to make comparisons in the first place.

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A Pay Equity Audit Can Protect Organizations

Trusaic

It is a multi-disciplinary effort that requires extensive domain knowledge expertise in labor law across various jurisdictions, such as econometrics, statistics and statistical modeling, workforce data management, and knowledge of regulatory audit processes by agencies such as the OFCCP and EEOC. Wage Distribution Comparisons.