Company-specific problems such as messy stores, worker safety concerns and limited e-commerce businesses have also hurt the dollar stores.

And the past two years of high inflation have played out differently than in the Great Recession, Piper Sandler’s Keith said. During the roughly 2007-to-2009 period, middle- and upper-income households started shopping more at the dollar stores to stretch their budgets further.