China stocks fell another 1.6 percent Tuesday, a day after tanking more than 8 percent, and many analysts have been quick to point out how Chinese consumers are unlikely to take a hit. But experts who spoke to CNBC say that this time, it could be different.

Stocks account for only about 9 percent of household wealth in China, and major market indices are still higher on the year, so relatively few regular Chinese were severely burned by Monday's move. Still, the fallout from July's downturn—and the unsuccessful government interventions that followed—could damage Beijing's credibility when it comes to exerting control over markets. And that's a threat to China's real economy.