Last week, most department store chains reported that sales declined once again in the second quarter. Yet shares of Macy’s (NYSE: M), Kohl’s (NYSE: KSS), J.C. Penney (NYSE: JCP), and Nordstrom (NYSE: JWN) all surged by roughly 20% within a few days of their earnings reports.