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Adding fields to union query

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I have a couple queries and views for which I have created a union query and view so that I can see all of the data in a single data source.  This is required for a report data source.  Now I need to add an additional field to each of the base queries and views and get that field into my union query and view.  When I add the field to each of the base queries, I can now see the field in the view data sources and add I can add it as a view field.  When I go to my union query, I do not see the the field.  I have tried restore and compile on the query but the field is not there in the data source.  Am I forced to remove the data sources and re-add them so that the new field will appear in my union query or is there another more user friendly way to do this?  


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