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1.
  • Breznau, Nate, et al. (författare)
  • Observing many researchers using the same data and hypothesis reveals a hidden universe of uncertainty
  • 2022
  • Ingår i: Proceedings of the National Academy of Sciences of the United States of America. - : National Academy of Sciences. - 0027-8424 .- 1091-6490. ; 119:44
  • Tidskriftsartikel (refereegranskat)abstract
    • This study explores how researchers analytical choices affect the reliability of scientific findings. Most discussions of reliability problems in science focus on systematic biases. We broaden the lens to emphasize the idiosyncrasy of conscious and unconscious decisions that researchers make during data analysis. We coordinated 161 researchers in 73 research teams and observed their research decisions as they used the same data to independently test the same prominent social science hypothesis: that greater immigration reduces support for social policies among the public. In this typical case of social science research, research teams reported both widely diverging numerical findings and substantive conclusions despite identical start conditions. Researchers expertise, prior beliefs, and expectations barely predict the wide variation in research outcomes. More than 95% of the total variance in numerical results remains unexplained even after qualitative coding of all identifiable decisions in each teams workflow. This reveals a universe of uncertainty that remains hidden when considering a single study in isolation. The idiosyncratic nature of how researchers results and conclusions varied is a previously underappreciated explanation for why many scientific hypotheses remain contested. These results call for greater epistemic humility and clarity in reporting scientific findings.
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2.
  • Rauh, Christian, et al. (författare)
  • Undermining, defusing or defending European integration? Assessing public communication of European executives in times of EU politicisation
  • 2020
  • Ingår i: European Journal of Political Research. - : Wiley. - 0304-4130 .- 1475-6765. ; 59:2, s. 397-423
  • Tidskriftsartikel (refereegranskat)abstract
    • How do mainstream political executives cue their politicised constituencies on European integration? Moving beyond static expectations that EU politicisation induces executives to either undermine, defuse or defend integration, this article theorises executives’ incentives under different configurations of public and partisan Euroscepticism in their home countries. Expectations are tested on the sentiment and complexity that executives attach to European integration in almost 9,000 public speeches delivered throughout the Euro Crisis. It is found that national leaders faced with sceptical public opinion and low levels of partisan Euroscepticism rhetorically undermine integration, whereas European Commissioners faced with similar conditions are prone to defend it. These responses intensify disproportionally with growing public Euroscepticism, but are moderated by Eurosceptic party strength in surprising ways. When such challenger parties come closer to absorbing the Eurosceptic potential in public opinion, executive communication turns more positive again but also involves less clear rhetorical signals. These findings move beyond existing uniform expectations on mainstream responses to Eurosceptic challenges and highlight the relevance of different domestic configurations of EU politicisation.
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