This paper addresses one of the major challenges in rural livelihood analysis to quantitatively examine the dynamics of household livelihood strategies. It investigates the interactions between livelihood assets, activities, and outcomes, and captures the dynamics of long-term changes and their underlying factors. The study aims to identify the classification of rural livelihood strategies, their transitions and factors influencing these processes and changes. We employ the dynamic livelihood strategy framework, and use panel data for 2008 and 2012 covering 464 households in 15 villages in Cambodia, for latent class cluster analysis and regression estimation. In this paper, livelihood strategies are quantified based on allocation of available resources, which overcomes the limitations of income-based analysis. Our study identifies five household livelihood strategies pursued in the study areas, and the results show that over 70% of households change livelihood strategies over time in response to evolving pressures, incentives and opportunities. The study identifies covariates that shape the choices of livelihood strategies and affects the households’ access to more remunerative strategies, such as education, ownership of physical assets, and access to infrastructure. These findings suggest policy implications for improving the range of livelihood choices available to lower income groups to move out of poverty trap.