A Game Theoretical Analysis of Academic Writing Co-authorship Networks

Gaskó, Noémi; Bota, Florentin; Suciu, Mihai Alexandru; Lung, Rodica Ioana

doi:10.5530/jscires.9.3.39

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“…This concept describes the 'length' of a network, based on the distance between the two most far-apart nodes. To apply this idea, a low diameter in a network of co-authors might indicate a research group (Gaskó, Bota, Suciu, & Lung, 2020).…”

Section: Network Propertiesmentioning

confidence: 99%

Charting the Constellation of Science Reform

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2022

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Over the past decade, a sense of urgency has been building in the scientific community. They have discovered that much of the literature body is unreliable and possibly invalid thanks to weak theory, flawed methods, and shoddy statistics. This is driven by a widespread competitive, secretive approach to research, which, in turn, is fueled by toxic academic incentive structures. Many in the community have decided to address these issues, coming together in what has become known as the ‘scientific reform movement’. While these ‘reformers’ are often spoken of a single, homogeneous entity, my findings underscore the heterogeneity of the reform community. In my dissertation, I explore the scientific reform group using ethnography and social network analysis tools. I primarily studied their online Twitter engagements to understand their culture, practices, and structure. With Wenger’s Community of Practice theory as an interpretive framework, I analyze scientific reform discourse playing out between reformers on Twitter. Using quantitative Twitter friend/follow data, I investigate which reform members engage online, using following behavior to understand aspects of their social structure. I link the quantitative exploration with my qualitative analysis, to conclude that while the reformers are united by their interest in improving science, they are better characterized as a constellation of small communities of practice, each with their own norms, priorities, and unique approach to the group enterprise of scientific reform. My investigation is an exercise in reflexivity as I have studied a community in which I am an active part.

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Section: Network Propertiesmentioning

confidence: 99%

Charting the Constellation of Science Reform

Field¹

2022

Preprint

View full text Add to dashboard Cite

show abstract

A Game Theoretical Analysis of Academic Writing Co-authorship Networks

Cited by 1 publication

References 0 publications

Charting the Constellation of Science Reform

Charting the Constellation of Science Reform

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