You can do this in 2003 and 2008 as well in XP, Vista, Windows 7 etc.
Just set the filter accordingly.
[note]Usually I do this when I’m investigating a “Service failed to start” error at system startup.[/note]
Filter Windows Event Logs for Failed Service Startups
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