MOSCOW—Russia, hit by economic crisis and Western sanctions, is scaling down the budget for the World Cup 2018, the country’s Sports Minister said Thursday.

As the country prepares to host the world soccer championship in 2018 the economy is heading toward recession, and Russia is suffering from massive capital flight on the back of geopolitical standoff with the West.

The...