Anti-bias training will see Starbucks close 8,000 of its US stores today after two African American men were arrested in a Philadelphia store last month.

Starbucks chairman, Howard Schultz, wants the training to start a conversation and says employees will watch a documentary and discuss their own experience of discrimination.

The decision is estimated to cost the company up to $14 million dollars in lost sales.