first of all, Beijing has 20 million inhabitants, many of them working outdoors the whole day, and most of them are happy and healthy, so no reason to panic.
second, both the central government and the Beijig city government have given the issue of air polution highest priority, this year Beijing's air is considerably better than in the last two years. Again, no reason to panic.