Sales and marketing expense decreased $shared facility and IT costs, partially offset by a $12 million increase in advertising and promotional expense. 36 Research and development expense decreased $61 million due to a $44 million decrease in shared facility and IT costs and a $17 million decrease in compensation, driven by lower headcount.