Just last week, a colleague mentioned that while he does a lot of study design these days, he no longer does much data analysis.
His main reason was that 80% of the work in data analysis is preparing the data for analysis. Data preparation is s-l-o-w and he found that few colleagues and clients understood this.
Consequently, he was running into expectations that he should analyze a raw data set in an hour or so.
You know, by clicking a few buttons.