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Programmatic research and the case for designing and publishing from rich, multifaceted datasets: Issues and recommendations

机译:程序研究以及从丰富的,多方面的数据集中设计和发布的案例:问题和建议

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摘要

Researchers are confronted with uncertain expectations and demands regarding their potential reliance on rich, multifaceted datasets. In particular, generating multiple papers from such datasets requires careful navigation of the publication process, as this practice is concurrently incentivized and fraught with potentially unanticipated risks. The current essay outlines several issues facing researchers seeking to generate multiple publications from common datasets, with emphasis on identifying the challenges associated with and the concurrent need for relying on such datasets when conducting programmatic research. Expectations and guidelines for editors, reviewers, and authors are offered.
机译:研究人员在潜在依赖丰富,多方面数据集方面面临不确定的期望和要求。特别是,要从这样的数据集中生成多篇论文,需要仔细导航出版过程,因为这种做法同时受到激励,并充满潜在的意料之外的风险。本文概述了寻求从通用数据集生成多个出版物的研究人员所面临的几个问题,重点是在进行程序研究时确定与此类数据集相关的挑战和同时需求。提供了对编辑,审稿人和作者的期望和指南。

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