Hi, and welcome to the Board!
It's a pretty broad question. Do you want to do the analysis in Excel? If so, what sort of data will you be generating? Will you be creating charts, pivot tables, or other outputs? Will the data be entered manually or will you be getting readings from one or more instruments?
Because every research program is unique there won't be a boiler plate solution for you, but you can certainly run the number crunching in Excel without problems. If you generate huge amounts of data, you may want to consider storing that data in Access and using Excel for the analysis.
Denis