It is of great significance to investigate the determinants of urban form for shaping sustainable urban form. Previous studies generally assumed the determinants of urban form did not vary across spatial units, without taking spatial heterogeneity into account. In order to advance the theoretical understanding of the determinants of urban form, this study attempted to examine the spatial heterogeneity in the determinants of urban form for 289 Chinese prefecture-level cities using a geographically weighted regression (GWR) method. The results revealed the spatially varying relationship between urban form and its underlying factors. Population growth was found to promote urban expansion in most Chinese cities, and decrease urban compactness in part of the Chinese cities. Cities with larger administrative areas were more likely to have dispersed urban form. Industrialization was demonstrated to have no impact on urban expansion in cities located in the eastern coastal region of China, which constitutes the country's most developed regions. Local financial revenue was found to accelerate urban expansion and increase urban shape irregularity in many Chines cities. It was found that fixed investment exerted a bidirectional impact on urban expansion. In addition, urban road networks and public transit were also identified as the determinants of urban form for some cities, which supported the complex urban systems (CUS) theory. The policy implications emerging from this study lies in shaping sustainable urban form for China's decision makers and urban planners.Sustainability 2019, 11, 479 2 of 16 and aggregation index are usually applied to represent urban expansion, urban shape irregularity, and urban compactness, respectively [7]. Different urban form is likely to result in diverse economic, social, and ecological effects [8], due to which a range of previous studies have investigated the impacts of urban form on a series of socioeconomic and environmental factors, such as carbon emissions [9], air pollution [10][11][12], and urban-rural income [13].More importantly, an increasing number of studies have turned their attention to the determinants of urban form. Foremost, factors influencing urban expansion have been addressed from various perspectives. A growing population, rising incomes, and falling commuting costs constitute three powerful factors for urban expansion [14], moreover, property taxes [15] and price of rural land [16] have also been believed to affect urban expansion. A case study of the Northern periphery of Mexico Megacity identified six driving factors for urban expansion, including the population growth rate, the share of immigrants, the welfare, scholar age, workers in second and third economic sector, and the distances to roads [17]. Taking the City of Praia, Cape Verde as an example, Silva and Li explored the driving forces of urban expansion, finding that population is not always the persistent driving factor for urban expansion [18]. Studies on urban expansion in China mainly focused on the thre...