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Purpose: The purpose of this study was to identify factors influencing chemotherapy-induced peripheral neuropathy among colorectal cancer patients receiving oxaliplatin. Methods: A total of 132 patients hospitalized for chemotherapy were surveyed at K University Hospital in Seoul, Korea. This study was a descriptive causal relationship study using a self-report questionnaire survey method. Correlation and multiple regression analysis between the factors were performed using SPSS 18.0. Results: The regression model was significant (F=31.64, p<.001), which meaned that the experience of chemotherapy-induced peripheral neuropathy among the participants was statistically significant. The factors influencing the chemotherapy-induced peripheral neuropathy were depression (β=.34, p<.001), followed by anxiety (β=.32, p<.001), medical staff support (β=-.17, p=.037) and the level of knowledge of anticancer drugs (β=-.16, p=.045). The explanatory power of these factors on the chemotherapy-induced peripheral neuropathy of colorectal cancer patients was 69%. Conclusion: The factors influencing the chemotherapy-induced peripheral neuropathy of colorectal cancer patients receiving oxaliplatin were identified as depression, anxiety, level of knowledge of anticancer drugs and medical staff support.