WASHINGTON—The Trump administration imposed a total economic embargo against the government of Venezuela, a significant escalation of pressure against the regime of President Nicolás Maduro and countries including Russia and China that continue to support him, a senior administration official said.

President Trump late Monday signed an executive order freezing all government assets and prohibiting transactions with it, unless specifically exempted, the first action of its kind against a government in the Western Hemisphere...