as shown in the metaanalysis by alston et al in particular measures of agricultural inputs especially capital outputs and productivity are very much transformed from the raw material used to make them studies of the returns to agricultural rd involve significant further transformation of data on research investments and productivity that already had embodied in them a great deal of judgment much of which may not be apparent to the user but can have important implications for findings from studies that use them