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With China's emergence as a global power, it is commonly assumed that the Chinese leadership's influence in international politics has increased considerably. However, systematic studies of China's impact on the foreign policy behavior of other states are rare and generally limited to questions regarding economic capabilities and the use of coercive power. This paper seeks to contribute to the literature on China's global political rise by taking a broader perspective. Drawing on voting data from the UN General Assembly for the last two decades, it explores the plausibility of different explanations for foreign policy similarity: economic, diplomatic and military linkages; domestic institutional similarities; and parallel problem-solving processes. The logistic regression analyses find that high levels of foreign policy similarity correlate with shared regime characteristics and comparable patterns of political globalization. The results further indicate that foreign aid seems to help buy support in global politics.