Performance ratings

Phân tích HR: Khám phá dữ liệu nhân sự bằng R

Ben Teusch

HR Analytics Consultant

Fairness

  • Conscious bias
  • Unconscious bias
Phân tích HR: Khám phá dữ liệu nhân sự bằng R

Bias in the workplace

  • Bias can be found in:
    • hiring processes
    • performance ratings
    • promotion decisions
    • anywhere subjective decisions are made
1 https://hbswk.hbs.edu/item/minorities-who-whiten-job-resumes-get-more-interviews 2 https://hbr.org/2017/04/how-gender-bias-corrupts-performance-reviews-and-what-to-do-about-it
Phân tích HR: Khám phá dữ liệu nhân sự bằng R

The analyst's role in HR analytics

As a people data scientist, you must not conclude that one group is less capable than another on the basis of their demographic traits.

Phân tích HR: Khám phá dữ liệu nhân sự bằng R

Let's practice!

Phân tích HR: Khám phá dữ liệu nhân sự bằng R

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