In this study a binomial logistic model is used to determine the factors which influence households' poverty status using data from three rounds of the Ghana Living Standards Survey (GLSS3, 1991/92; GLSS4, 1998/99 and GLSS5, 2005/06). The results obtained from the analysis indicate that households with large sizes, illiterate heads, and those with heads that have agriculture as their primary occupation are poorer. Also households in rural localities and the savanna zone are poorer. It was also evident that while the living standards of households with large sizes and those with agriculture as primary occupation were improving over the years, the households with illiterate heads and those who live in the savanna zone were becoming worse off.