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Addressing inconsistent responders in research papers

1 month ago in Big Data , Research Objectives By Rahul K


Is it acceptable to delete data from inconsistent responders in research papers

Is it acceptable to delete data from inconsistent responders in research papers, and what ethical considerations and implications should researchers be mindful of when handling data discrepancies or outliers

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By Kriya Answered 1 month ago

The deletion of inconsistent responders in research papers raises ethical considerations and potential implications for data integrity, transparency, and reproducibility. While researchers may encounter data discrepancies or outliers during data analysis, it is generally considered unethical to selectively delete or manipulate data to fit desired outcomes or hypotheses. Transparent reporting of data exclusion criteria, along with justifications for their removal, is essential to maintain research integrity and uphold scientific rigor. Researchers should strive to explore alternative methods for addressing data inconsistencies, such as sensitivity analyses, outlier detection techniques, or subgroup analyses, to assess the robustness of their findings and ensure the validity of research conclusions. Additionally, adherence to ethical guidelines and disclosure of potential conflicts of interest are essential to uphold the principles of scientific integrity and foster trust in the research community.


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