WASHINGTON—The Trump administration is heightening scrutiny of China’s large state-owned media outlets in the U.S., designating them as foreign missions, in a further effort to rein in Chinese government activity.

The State Department said Tuesday that the U.S. operations of five Chinese news organizations—Xinhua News Agency, China Radio International, China Global Television Network and the distributors of China Daily and People’s Daily—will be considered foreign missions.

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