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This document analyzes the effectiveness of pre-analysis plans (Paps) in enhancing research credibility, highlighting challenges and best practices across 195 studies.
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Pre-analysis plans a stocktaking are formal documents that outline the analysis intended to be conducted before data is collected, ensuring transparency and reducing biases in research.
Researchers and analysts conducting specific types of studies, particularly those involving public funding or regulatory requirements, are often required to file pre-analysis plans a stocktaking.
To fill out pre-analysis plans a stocktaking, one should provide a clear description of the research question, hypotheses, methods, expected outcomes, and how data will be analyzed, among other details.
The purpose of pre-analysis plans a stocktaking is to promote rigor in research, prevent data dredging, and increase the credibility of findings by detailing the analytical approach before data collection.
Information reported includes the research objectives, methodology, data sources, expected results, and any hypotheses being tested.
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