Objective: Cervical cancer screening participation in China remains insufficient, possibly because of embarrassment or discomfort. We assessed knowledge of HPV and its link to cervical cancer, and whether HPV self-sampling might be an acceptable alternative to clinician-based screening, among Sichuan women. Methods: A sample of healthy women undergoing routine physical examinations in 2017 at the West China Hospital, Sichuan University, completed a questionnaire. Results: From 3000 questionnaires distributed, 1810 were completed and analyzed. Only 29.94% of respondents (n = 542) had heard of HPV, among whom 65.75% knew that it caused cervical cancer. Among the 766 (42.32%) who considered that HPV self-sampling for cervical cancer screening was an acceptable option, over 90% thought it would be convenient, private, not embarrassing, and not painful. However, 1044 women (57.68%) did not consider self-sampling acceptable, mainly because the result might not be accurate (85.63%), specimens may have gone bad (83.05%), and they may not perform the test correctly (79.98%). Respondents who believed HPV self-sampling was acceptable were more likely than other respondents to be young, and to have completed at least secondary education. Of the 1810 respondents, 1312 (72.49%) reported that they would be willing to be vaccinated against HPV. Conclusion: Most women in Chengdu lack basic knowledge about HPV. Over 40% of women believed HPV self-sampling for cervical cancer screening was an acceptable option. To increase screening coverage, public health efforts to educate the public about HPV and HPV self-sampling for cervical cancer screening should be strengthened and expanded. [ABSTRACT FROM AUTHOR]