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Title: Consensus-based guidance for conducting and reporting multi-analyst studies
Authors: Aczel, Balazs
Szaszi, Barnabas
Nilsonne, Gustav
van den Akker, Olmo R.
Albers, Casper J.
van Assen, Marcel Alm
Bastiaansen, Jojanneke A.
Benjamin, Daniel
Boehm, Udo
Botvinik-Nezer, Rotem
Bringmann, Laura F.
Busch, Niko A.
Caruyer, Emmanuel
Cataldo, Andrea M.
Cowan, Nelson
Delios, Andrew 
van Dongen, Noah N. N.
Donkin, Chris
van Doorn, Johnny B.
Dreber, Anna
Dutilh, Gilles
Egan, Gary F.
Gernsbacher, Morton Ann
Hoekstra, Rink
Hoffmann, Sabine
Holzmeister, Felix
Huber, Juergen
Johannesson, Magnus
Jonas, Kai J.
Kindel, Alexander T.
Kirchler, Michael
Kunkels, Yoram K.
Lindsay, D. Stephen
Mangin, Jean-Francois
Matzke, Dora
Munafò, Marcus R.
Newell, Ben R.
Nosek, Brian A.
Poldrack, Russell A.
Ravenzwaaij, Don Van
Rieskamp, Jorg
Salganik, Matthew J.
Sarafoglou, Alexandra
Schonberg, Tom
Schweinsberg, Martin
Shanks, David
Silberzahn, Raphael
Simons, Daniel J.
Spellman, Barbara A.
St-Jean, Samuel
Starns, Jeffrey J.
Uhlmann, Eric Luis
Wicherts, Jelte
Wagenmakers, Eric-Jan
Issue Date: 9-Nov-2021
Publisher: eLife Sciences Publications Ltd
Citation: Aczel, Balazs, Szaszi, Barnabas, Nilsonne, Gustav, van den Akker, Olmo R., Albers, Casper J., van Assen, Marcel Alm, Bastiaansen, Jojanneke A., Benjamin, Daniel, Boehm, Udo, Botvinik-Nezer, Rotem, Bringmann, Laura F., Busch, Niko A., Caruyer, Emmanuel, Cataldo, Andrea M., Cowan, Nelson, Delios, Andrew, van Dongen, Noah N. N., Donkin, Chris, van Doorn, Johnny B., Dreber, Anna, Dutilh, Gilles, Egan, Gary F., Gernsbacher, Morton Ann, Hoekstra, Rink, Hoffmann, Sabine, Holzmeister, Felix, Huber, Juergen, Johannesson, Magnus, Jonas, Kai J., Kindel, Alexander T., Kirchler, Michael, Kunkels, Yoram K., Lindsay, D. Stephen, Mangin, Jean-Francois, Matzke, Dora, Munafò, Marcus R., Newell, Ben R., Nosek, Brian A., Poldrack, Russell A., Ravenzwaaij, Don Van, Rieskamp, Jorg, Salganik, Matthew J., Sarafoglou, Alexandra, Schonberg, Tom, Schweinsberg, Martin, Shanks, David, Silberzahn, Raphael, Simons, Daniel J., Spellman, Barbara A., St-Jean, Samuel, Starns, Jeffrey J., Uhlmann, Eric Luis, Wicherts, Jelte, Wagenmakers, Eric-Jan (2021-11-09). Consensus-based guidance for conducting and reporting multi-analyst studies. eLife 10 : e72185. ScholarBank@NUS Repository.
Rights: Attribution 4.0 International
Abstract: 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. © Aczel et al.
Source Title: eLife
ISSN: 2050-084X
DOI: 10.7554/elife.72185
Rights: Attribution 4.0 International
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