Bank stocks and the broader markets struggled to break out of negative territory Thursday, dragged down by discouraging numbers from retailers and telecommunication companies.

The KBW Bank Index closed down 0.5%, the Dow Jones industrial average fell 0.27%, and the Standard & Poor's 500 index was off 0.56%.

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