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In January 2019, prompted by the Wikimedia Movement's 2030 strategicdirection, the Research team at the Wikimedia Foundation identified the need todevelop a knowledge gaps index -- a composite index to support the decisionmakers across the Wikimedia movement by providing: a framework to encouragestructured and targeted brainstorming discussions; data on the state of theknowledge gaps across the Wikimedia projects that can inform decision makingand assist with measuring the long term impact of large scale initiatives inthe Movement.  After its first release in July 2020, the Research team has developed thesecond complete draft of a taxonomy of knowledge gaps for the Wikimediaprojects, as the first step towards building the knowledge gap index. Westudied more than 250 references by scholars, researchers, practitioners,community members and affiliates -- exposing evidence of knowledge gaps inreadership, contributorship, and content of Wikimedia projects. We elaboratedthe findings and compiled the taxonomy of knowledge gaps in this paper, wherewe describe, group and classify knowledge gaps into a structured framework. Thetaxonomy that you will learn more about in the rest of this work will serve asa basis to operationalize and quantify knowledge equity, one of the two 2030strategic directions, through the knowledge gaps index.

A Taxonomy of Knowledge Gaps for Wikimedia Projects (Second Draft)