 I'm Nicholas Ndiyama Ndiwa from Ilore. My main responsibility within Ilore is to support re-research in terms of data collection, data management, and analysis. In this particular project we are looking at the ways, we are looking at the framework of collecting and analyzing gender-disaggregated data. We think that it's important to collect gender-disaggregated data because it's the only way that we can be able to answer gender-related questions. Although there are several concepts that are related with gender that is asset decision making, market participation, for this particular case we looked at asset ownership and it was important because we believe that it is the only, all these other concepts are related to asset ownership and so that's why we started from there. Now our experience in relation to this was that collecting and managing and analyzing gender-disaggregated data is a complex that requires some proper attention. For example, if you are doing assets, talking of the absolute number of assets owned gives you a different picture from that whereby you look at the proportions. We believe this is because the proportion takes into account the household differences as compared to the absolute in that when you do it now over the whole study place you discover that you take into account the world categories and the ranking and that was one of the findings that we found exciting about this study.