Article HistoryIn the face of challenges such as nonsufficient rural incomes and gender factors influences, numerous rural women are enhancing their contributions to the farming system by actively participating in the agricultural value chain. This involvement is leading to improvements in agricultural output, the income of household, and sustainable living. In this research, we explore the factors influencing involvement in cassava production in the Central Highlands in the Vietnam and decision-making within the cassava value chain, all from a gender aspect. We collected data by conducting a survey based on questionnaires with 330 smallholder farmers, conducting in-depth interviews with informative experts, and facilitating focus groupdiscussions. In this regard, the Ordinary least squares regression and Probit models were employed within Heckman model with two-stage to identify the factors influencing women's choices regarding involvement in cultivation of cassava plant, the extent of their participation, and their engagement in other phases of this case. According to the survey findings, men play a dominant role in all aspects of cassava farming. However, there is a more balanced gender representation when it comes to decision-making regarding participation in cassava production and determining the cassava volume to be provided for trade objectives. This article highlights the ongoing challenges faced by female smallholder farmers and underscores that women's empowerment depends on the equitable dynamics within households, as well as social norms within the community.