CHANDIGARH, India—Chief Minister Parkash Singh Badal runs the northern Indian state of Punjab from his office in the secretariat building. His son, a wealthy businessman, works next door as deputy chief minister.

A few floors away, the deputy's two brothers-in-law run key ministerial offices. Together, the four men sit atop half of Punjab's governmental departments, including home affairs, justice, taxation and food supply.

Politics...