The Chinese bribery scandal is starting to hurt big pharma. Of nine multinational drugmakers queried, seven acknowledged the bribery scandal has been a drag on operations in China.

The guilty plea of a former McKinsey senior partner who participated in the bribery scheme was also unsealed. The Justice Department’s resolution is coordinated with prosecutorial authorities in South ...