IDEA (Institute for Dynamic Educational Advancement) has conducted a survey about Factors That Improve Online Experiences which you might possibly find interesting & helpful.

Online Experience Survey

The report emphasizes facts like the importance of visual design & ease of use. And also, it points out interesting information like "designers being overly optimistic about visitors’ ability to maintain orientation".

You can download the full report as a PDF file or read the shorter executive summary.

If you want to see the methodology behind the survey, click here

P.S. Thanks to Michael from IDEA for suggesting this resource.