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R. MICHAEL ALVAREZ (2) answer(s).
 
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1
ID:   159533


EResearch replication: practical considerations / Alvarez, R. Michael   Journal Article
R. Michael Alvarez Journal Article
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Summary/Abstract With the discipline’s push toward data access and research transparency (DA-RT), journal replication archives are becoming increasingly common. As researchers work to ensure that replication materials are provided, they also should pay attention to the content—rather than simply the provision—of journal archives. Based on our experience in analyzing and handling journal replication materials, we present a series of recommendations that can make them easier to understand and use. The provision of clear, functional, and well-documented replication materials is key for achieving the goals of transparent and replicable research. Furthermore, good replication materials enhance the development of extensions and related research by making state-of-the-art methodologies and analyses more accessible.
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2
ID:   184277


How (Not) to Reproduce: Practical Considerations to Improve Research Transparency in Political Science / Alvarez, R. Michael ; Heuberger, Simon   Journal Article
R. Michael Alvarez Journal Article
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Summary/Abstract In recent years, scholars, journals, and professional organizations in political science have been working to improve research transparency. Although better transparency is a laudable goal, the implementation of standards for reproducibility still leaves much to be desired. This article identifies two practices that political science should adopt to improve research transparency: (1) journals must provide detailed replication guidance and run provided material; and (2) authors must begin their work with replication in mind. We focus on problems that occur when scholars provide research materials to journals for replication, and we outline best practices regarding documentation and code structure for researchers to use.
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