Competition laws ban explicit cartels but not secret collusion. This study looks at when cartels are likely to form in markets where firms can secretly agree on prices. They found that cartels are least likely to form in markets with a few equal firms because secret agreements are more attractive there. This goes against common beliefs but matches real-world evidence.