Perceived risk associated with online shopping has a critical effect on consumer decision making. Cultural values provide a good theoretical basis for understanding perceived risk. Given the rapid globalization of online shopping, an understanding of the mechanism of perceived online shopping risk and consumer repurchase intention in different cultures is crucial. The research question furnishing the main impetus for this study is: What are the different effects of various determinants of perceived risk in the context of online clothing shopping. We will study this question through the lens of Chinese and French cultural differences. A total of 195 and 221 questionnaires used for the analysis were collected from Chinese and French respondents respectively. Structural equation models with the maximum likelihood estimation method were employed to test all the hypothesized relationships. The research produced the following findings. Privacy concerns, security protection, and website retailer reputation have different effects (too large) on consumer perception of non-personal risk and personal risk as a result of cultural differences. Additionally, for both the Chinese and French samples, non-personal perceived risk significantly effects intention to repurchase. We found personal perceived risk has a significant effect only on Chinese consumer intention to repurchase.