The board of Best Buy Co. is investigating allegations that Chief Executive Corie Barry had an inappropriate romantic relationship with a fellow executive, who has since left the electronics retailer.

The allegations were sent to the board in an anonymous letter dated Dec. 7. The letter claims Ms. Barry had a romantic relationship for years with former Best Buy Senior Vice President Karl Sanft before she took over as CEO last June.

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