Following a conversation (well, a complaint and a suggestion) with @ernestopriego on Twitter, the following came to light (and is certainly something I've experienced): DOI numbers are assigned by a central organization called CrossRef. For most quantitive metric computations on academic journal articles, you must assign a DOI. Membership of CrossRef (for a publisher with less than $1m profit(!)) costs $275/year.