Predictive models are based on the identification of patterns and trends from historical data. If the data analysed is linked to problematic historical behaviour built on potentially bias or discriminatory managerial decisions, then the application of an algorithm from this data may only serve to propagate _______________.
A) predictive models
B) corporate success
C) historical biases
D) lower coporate performance

Question

Quizplus · Accepted Answer

If the historical data used to develop a predictive model is biased or discriminatory, then the model will likely perpetuate those same biases and discriminatory practices. This can lead to issues such as perpetuating inequalities and discrimination against certain groups, and ultimately harm both the affected individuals and the overall performance of the organization.

Predictive Models Are Based on the Identification of Patterns and Trends