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Background: Dietary diversification is one of several approaches for improving micronutrient levels in women of reproductive age. Therefore, this study aimed to assess the magnitude of minimum dietary diversity among pregnant women, explore the association between women's decision-making autonomy and dietary diversity, and identify other potential determinants of dietary diversity in Northwest Ethiopia., Method: A community-based cross-sectional study of 621 pregnant women was conducted from November 2022 to December 2022. A cluster random sampling technique was employed. A binary logistic regression model was used to explore the association between dietary diversity and women's decision-making autonomy. Adjusted odds ratios with 95 % CIs were estimated to identify factors associated with the dietary diversity of pregnant women, and they were considered to be statistically significant at a P -value <0.05., Results: The minimum dietary diversity among pregnant women was 22.4 %. The study revealed a significant association between dietary diversity and women's decision-making autonomy (AOR: 2.82, 95 % CI: 1.73, 4.59; p value: 0.001). Primary education and above (AOR = 4.0, CI: 2.1, 7.67), monthly income 1000-2000 ETB (AOR = 4.46, CI: 2.53, 7.87) and >2000 ETB (AOR = 6.05, CI: 3.16, 11.59), having nutritional information (AOR = 2.15, CI: 1.32, 3.51), being food secure (AOR = 2.63, CI:1.6, 4.34), morbidity status (AOR: 0.278, CI: 0.14, 0.56), ANC visits one time (AOR = 2.08, CI = 1.003, 4.33) and two or three times (AOR = 2.45, CI: 1.15, 5.24) were potential predictors of pregnant women's dietary diversity., Conclusion: Maternal dietary diversity was significantly associated with women's decision-making autonomy. Thus, the government should strengthen women's empowerment, rights, access to education, and economic opportunities., Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (© 2024 The Authors.)