Maximizing Your Data or Data Slicing? Recommendations for Managing Multiple Submissions from the Same Dataset
针对研究者从同一大数据集发表多篇论文的困惑，本文回答了数据集是否值得多篇论文、投稿流程及主要问题，并给出具体建议。
Researchers who are fortunate enough to collect large datasets sometimes wish to publish multiple papers using the same dataset. Unfortunately, there are few guidelines that authors can follow in managing these multiple papers. In this article, we address three main questions including: (i) how do authors know if they have a dataset truly worthy of multiple papers; (ii) what procedures do authors follow when they are ready to submit multiple papers from a single dataset to top tier journals; and (iii) what are the main issues when attempting to publish multiple papers from a single dataset? We provide a set of concrete recommendations for authors who wish to maximize their data collection efforts with multiple papers.