Hello Ann,
Just to add information you need to merge the dimensions from multiple data providers only when you want data from multiple queries. Since you may have unbalance hierarchy on different data providers you need to sync the multiple data providers by merging the dimension.
It is to be noted that Webi creates an Full Outer join when you merge the dimension across the queries that you have merged.
Regards
Niraj