Winning at checkers signifies escaping poverty and attaining wealth, or recovery after illness; losing signifies grief and distress. The source also says playing checkers or backgammon may signify involvement in false or harmful pursuits.
Abu Sa'id al-Wa'iz interprets such play as falling into sin, loss in trade, and a decline in honor and reputation.