The strategies for niche/market research have really changed. Demographics, economic data, etc are still key for some traditional businesses but for an online business you really have to pay attention to online trends e.g as where people go (online), what they search on, what/who they talk about, etc.
So while some of the principles for niche research are the same, you really need a different set of tools/strategies to navigate the online world.