购物 is slightly formal. In casual speech, 逛街 (to stroll the streets) is more common for going shopping. 购物 is the standard term on signs and in compound words.
culture
双十一 (Double 11 / Singles' Day on Nov 11) is China's biggest 购物 festival, far surpassing Black Friday in sales volume. Alibaba created it in 2009.
