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Media metrics (the most famous of which is Nielsen TV ratings) are to be thought of as currency, like money, or degrees on a thermometer. They provide a universal, transferable, singular standard by which we measure the value of something.
What creators really want to know is: what combination of textual characteristics and audience characteristics lead to more people buying an advertised product within that text and/or paying for the text itself? Whether or not certain people choose to watch a show or see a movie at a given time is an imperfect measure of that. The perfect measure would: not just measure whether or not someone was tuned in, but what was going on in their heads (look to transportation measures for this). It would also measure whether they viewed something at any given time (look to Tivo data for this). It would also measure the degree to which they talked about the content with their friends (look to optimedia’s measurements of buzz, or searches like Technorati that could tell you what people are blogging about, but also take valence into account). It would take into account previous viewing and purchasing experience. It would take into account characteristics of the text itself. Its not an infinite number of things you need to quantify and combine into some sort of quotient or scale, but its more multifarious than we thought it was before, or had the ability to measure before.
One of the dilemmas confronting researchers, ad people, and producers/networks will be whether or not they go with a census (in which case they're bound to lose a lot of the aforementioned nuance) or a sample (in which case you might not get the generalizability you desire). Maybe a flexible system like YouTube, where the stakes are lower, ad money-wise, will evolve new metrics quicker. They’ll weed out the ones that don’t tell you anything new about viewers and their desires and habits, but new tools for gauging that will evolve. Insight is just the beginning of that.
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