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Introduction Effective pandemic management requires understanding the level of community knowledge, attitudes of people, and preparedness towards COVID-19. This study aimed to assess gender differences regarding knowledge, attitudes and preparedness toward the COVID-19, among Bangladeshi adults. Methods A cross-sectional survey was conducted March– April 2020 among 1050 Bangladeshi adults. A convenience sampling strategy was utilized, and the data were collected online through a self-administered questionnaire. Chisquared tests were used to identify the gender differences regarding knowledge, attitudes and preparedness towards COVID-19. Results Respondents predominately used social media to inform themselves about COVID-19 (68.1%), and females used social media more than males (p<0.001). Females had higher levels of correct knowledge about staying home with sickness and symptoms to prevent the COVID-19 transmission (p=0.02). Males had a more negative attitude about staying out during the pandemic than females (p<0.001); men were less likely to take preventative measures than their female counterparts. Some people believed in misinformation like ‘COVID-19 can transmit via mosquitos’ (9.1%), and males had more incorrect knowledge regarding this (p<0.001). Moreover, 17.8% of the respondents thought that COVID-19 could spread in warm weather. Conclusions Males showed a higher tendency to believe the myths about COVID-19 than their female counterparts, which is alarming. Awareness programs should be emphasized, focusing on gender-specific pertinent information to ensure effective preventative measures.