Big Data, Little Data, No Data: The Contested Landscape of Data Sharing and Reuse

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Topic Modeling in Management Research: Rendering New Theory from Textual Data (2019, background): “On the whole, topic modeling tends to be applied more frequently to sampled corpora than to a single, homogenous corpus (Borgman, 2015; Kitchin & McArdle, 2016).”
What Communication Can Contribute to Data Studies: Three Lenses on Communication and Data (2017, background): “Kitchin (2014) and Borgman (2015) suggest that data can be thought of as what Stuart Hall (2006) called a “form.””
On the Reuse of Scientific Data (2017, methodology): “Borgman (2015) analyzed many of these policies, and found that the arguments for sharing data could be grouped into four general categories: to reproduce research, to make public assets available to the public, to leverage investments in research, and to advance research and innovation.”