Background and AimNonâalcoholic fatty liver disease (NAFLD) is a significant cause of hepatic dysfunction and liverârelated mortality. As there is a lack of populationâbased prevalence data in a representative sample of general population, we aimed to estimate the prevalence and risk factors of NAFLD in Bangladesh.MethodsA crossâsectional study was conducted both in urban and rural areas of Bangladesh from December 2015 to January 2017. Data were collected using a pretested structured questionnaire followed by ultrasonography of hepatobiliary system for screening of NAFLD. Multivariate logistic regression was used to estimate the risk factors of NAFLD.ResultsA total of 2782 (1694 men and 1088 women) participants were included in the study, with a mean age of 34.21 (±12.66) years. The overall prevalence of NAFLD was 33.86% (95% confidence interval [CI]: 32.12, 35.64). Females living in the rural areas and midlife adults (45â54âyears) had the highest prevalence of NAFLD (Pâ<â0.05). Multivariable logistic regression model demonstrated that increasing age, diabetes, elevated body mass index, and married individuals are significantly associated with NAFLD. Individuals with diabetes (adjusted odds ratio: 2.71, 95% CI: 1.85, 3.97) and hypertension were at a higher risk of having NAFLD. The odds of having NAFLD were 4.51 (95% CI: 3.47, 5.86) and 10.71 (95% CI: 7.80, 14.70) times higher among overweight and obese participants, respectively, as compared to normalâweight participants.ConclusionsAbout oneâthird of the population of Bangladesh is affected by NAFLD. Individuals with higher body mass index (overweight and obese), diabetics, midlife adults, married individuals, and rural women were more at risk of having NAFLD than others.