Business Requirements friction

In her April 25th 2011, Wall Street Journal article, Put IT where it belongs, Susan Cramm makes the case for IT decentralization.  What I found interesting was that the largest differences in survey responses from IT and Business leaders were in regards to business requirements.
What are your best practices around business requirement gathering?