The inspection arm of China's Communist Party this week took a break from its historic investigation into the country's corruption problems to highlight abuse of power from a fresh angle: the fictionalized depiction of crooked Washington shown in the television program "House of Cards."

The Party's Discipline Inspection Commission on Tuesday published a lengthy article that appeared to argue fiction is fact when it comes to Western television and film dramatizations of corruption. Many Chinese Internet users shot...