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Over the last two decades, China's outward foreign direct investment (OFDI) has expanded rapidly. The country is now the world's second‐largest source of OFDI. China is often viewed as a monolithic investor, however, without sufficient attention to the differences between investments by state‐owned enterprises (SOEs) and private enterprises (PEs). To shed light on the internal complexity and heterogeneity of Chinese OFDI, we construct a panel dataset of investments in the U.S. across the 50 states and Washington, D.C. from 2005 to 2017, which we analyze using a spatial autoregressive model. We find clear evidence that the ownership structure of Chinese firms affects investment strategy and entry mode. Statistical analysis indicates that SOEs are more likely to pursue greenfield investment motivated by market‐seeking and resource‐seeking objectives, while PEs pursue mergers and acquisitions in order to obtain strategic assets. We also detect a positive and significant relationship between the presence of Chinese overseas communities and OFDI, with the strength of the correlation depending on ownership structure. Finally, we find that Chinese OFDI is spatially dependent, meaning that investments flow to states where they are already concentrated nearby. [ABSTRACT FROM AUTHOR]