Scholars' R & D Papers Reapping prediction model
March 01, 2023 09:40 Source: "China Social Sciences" March 1, 2023, Total 2600 Author: Practice Style Leisure/Compilation

  Bet365 app download The official website of the University of London, the University of London, reported on February 9th,A new study in the cooperation between the university and the French University of France and the Northwestern University of the United States,Scientific research can be successfully reproduced and researching methods、Cited influence (academic journal articles、Books or authors are by other articles、Books or author quoted) and social media reports related,but have nothing to do with college prestige。The research "A Survey of the Reappear for Psychology Psychology Psychology in the past two decades" was published on January 30 in the National Academy of Sciences。

The recoveability of the paper means that different researchers use the same research method for the same study,Can get a result similar to the original conclusion。This research creates a machine learning model,This model predicts 14100 psychological research articles,Almost all the papers published in 6 top journals since 2000。Researchers discovered,In the field of psychology,The recoveability of experimental research is significantly lower than that of non -experimental research,The average reproduction score of non -experimental papers is the relative possibility of reappearing 0.50,and experimental papers 0.39,This means Bet365 lotto review that the reclaiming of non -experimental papers is about 1.3 times of experimental papers。

This research also explores the reclaimed and research method、Author's productive forces、Cited influence、Institutional prestige、The relationship between factors such as social media coverage rate。Research Discovery,The cumulative number of publishing and reference influence of the author's thesis is positively correlated with the reclaiming score。But,Research quality and rigor other indicators,If the prestige of the author's university is found to have nothing to do with reclaiming。This study also found that the media's attention and duplication scores are negative,Researchers speculate that this may be because the media is more likely to report an unusual or unexpected Bet365 lotto review discovery,Highlighting special features is not conducive to other scholars' recovery research。

Researchers said,This study reveals the factors that affect the reappearance of research,It can help solve universal concerns that people have weak reclaiming in social sciences, especially psychology,and find targeted measures for research。One of the research authors、Youyou Wu, a scholar at the University of London College Education and Social Sciences,Reapable is a problem faced by the entire social science,In the field of psychology, this is especially true,Although there are a lot of important studies,But in the case of limited time and resources,The number of artificial reappears is far lower than the expectations of the scientific community。She said,The bet365 live casino games results of this research help to evaluate the overall reclaimability of the literature,Help the author for self -assessment before submission。

This study discovered,The reproduction score of the paper is in the field of psychology,Including clinical psychology、Cognitive Psychology、Development psychology、Tissue psychology、There are differences in personality psychology and social psychology。Researchers think,Results presented by the research institute in the field of psychological students,Using a single indicator to describe the reclaimability of the thesis in the field of psychology may be biased,It is recommended to improve it in future research。

  (Practicing Zhi Leisure/Compilation)

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