Joel Shapiro

Contributor

Joel Shapiro, JD, Ph.D., is Clinical Associate Professor of Data Analytics at the Kellogg School of Management, where he runs Kellogg’s Analytical Consulting Lab. Joel is also Chief Analytics Officer of Varicent, a leading sales performance management software provider.

Joel Shapiro

Here are four key practices that chief data officers/scientists and chief analytics officers (CDAOs) should employ when creating their own ethical data and business practice framework.

Four steps for drafting an ethical data practices blueprint