Two reviews—one by law firm Clyde & Co and another by former BBC One controller Lorraine Heggessey—investigated the show's duty of care. While they cleared Channel 4 and production company CPL of breaching Ofcom codes, they identified failures in applying existing protocols and confirmed the show's environment could implicitly pressure contributors into intimacy.