Consensus-based guidance for conducting and reporting multi-analyst studies.
Consensus-based guidance for conducting and reporting multi-analyst studies.
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基于共识的指导进行和报告多分析师的研究。
DOI：
10.7554/elife.72185
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发表时间：
2021-11-09
期刊：
影响因子：
7.7
通讯作者：
Wagenmakers EJ
中科院分区：
文献类型：
--
作者：
Aczel B;Szaszi B;Nilsonne G;van den Akker OR;Albers CJ;van Assen MA;Bastiaansen JA;Benjamin D;Boehm U;Botvinik-Nezer R;Bringmann LF;Busch NA;Caruyer E;Cataldo AM;Cowan N;Delios A;van Dongen NN;Donkin C;van Doorn JB;Dreber A;Dutilh G;Egan GF;Gernsbacher MA;Hoekstra R;Hoffmann S;Holzmeister F;Huber J;Johannesson M;Jonas KJ;Kindel AT;Kirchler M;Kunkels YK;Lindsay DS;Mangin JF;Matzke D;Munafò MR;Newell BR;Nosek BA;Poldrack RA;van Ravenzwaaij D;Rieskamp J;Salganik MJ;Sarafoglou A;Schonberg T;Schweinsberg M;Shanks D;Silberzahn R;Simons DJ;Spellman BA;St-Jean S;Starns JJ;Uhlmann EL;Wicherts J;Wagenmakers EJ
任何大型数据集都可以通过多种方式进行分析，使用不同的分析策略可能会导致不同的结果和结论。评估所获得的结果是否取决于所选择的分析策略的一种方法是雇用多个分析师，让他们每个人都可以自由地遵循自己的方法。在这里，我们提出了基于共识的指导进行和报告这样的多分析师的研究，我们讨论了如何更广泛地采用多分析师的方法有可能加强从基础和应用研究的数据集分析中获得的结果和结论的稳健性。
Any large dataset can be analyzed in a number of ways, and it is possible that the use of different analysis strategies will lead to different results and conclusions. One way to assess whether the results obtained depend on the analysis strategy chosen is to employ multiple analysts and leave each of them free to follow their own approach. Here, we present consensus-based guidance for conducting and reporting such multi-analyst studies, and we discuss how broader adoption of the multi-analyst approach has the potential to strengthen the robustness of results and conclusions obtained from analyses of datasets in basic and applied research.
影响因子：
4.5
作者：
Kindel, Alexander T;Bansal, Vineet;Catena, Kristin D;Hartshorne, Thomas H;Jaeger, Kate;Koffman, Dawn;McLanahan, Sara;Phillips, Maya;Rouhani, Shiva;Vinh, Ryan;Salganik, Matthew J
通讯作者：
Salganik, Matthew J