Reference : Observing Many Researchers Using the Same Data and Hypothesis Reveals a Hidden Univer...
E-prints/Working papers : Already available on another site
Social & behavioral sciences, psychology : Sociology & social sciences
Computational Sciences
http://hdl.handle.net/10993/47446
Observing Many Researchers Using the Same Data and Hypothesis Reveals a Hidden Universe of Uncertainty
English
Breznau, Nate [> >]
Rinke, Eike Mark [> >]
Wuttke, Alexander [> >]
Adem, Muna [> >]
Adriaans, Jule [> >]
Alvarez-Benjumea, Amalia [> >]
Andersen, Henrik Kenneth [> >]
Auer, Daniel [> >]
Azevedo, Flavio [> >]
Bahnsen, Oke [> >]
Balzer, Dave [> >]
Bauer, Gerrit [> >]
Bauer, Paul C. [> >]
Baumann, Markus [> >]
Baute, Sharon [> >]
Benoit, Verena [> >]
Bernauer, Julian [> >]
Berning, Carl [> >]
Berthold, Anna [> >]
Bethke, Felix [> >]
Biegert, Thomas [> >]
Blinzler, Katharina [> >]
Blumenberg, Johannes [> >]
Bobzien, Licia [> >]
Bohman, Andrea [> >]
Bol, Thijs [> >]
Bostic, Amie [> >]
Brzozowska, Zuzanna [> >]
Burgdorf, Katharina [> >]
Burger, Kaspar [> >]
Busch, Kathrin [> >]
Castillo, Juan Carlos [> >]
Chan, Nathan [> >]
Christmann, Pablo [> >]
Connelly, Roxanne [> >]
Czymara, Christian S. [> >]
Damian, Elena [> >]
Ecker, Alejandro [> >]
Edelmann, Achim [> >]
Eger, Maureen A. [> >]
Ellerbrock, Simon [> >]
Forke, Anna [> >]
Forster, Andrea [> >]
Gaasendam, Chris [> >]
Gavras, Konstantin [> >]
Gayle, Vernon [> >]
Gessler, Theresa [> >]
Gnambs, Timo [> >]
Godefroidt, Amélie [> >]
Grömping, Max [> >]
Groß, Martin [> >]
Gruber, Stefan [> >]
Gummer, Tobias [> >]
Hadjar, Andreas mailto [University of Luxembourg > Faculty of Humanities, Education and Social Sciences (FHSE) > Department of Social Sciences (DSOC)]
Heisig, Jan Paul [> >]
Hellmeier, Sebastian [> >]
Heyne, Stefanie [> >]
Hirsch, Magdalena [> >]
Hjerm, Mikael [> >]
Hochman, Oshrat [> >]
Hövermann, Andreas [> >]
Hunger, Sophia [> >]
Hunkler, Christian [> >]
Huth, Nora [> >]
Ignacz, Zsofia [> >]
Jacobs, Laura [> >]
Jacobsen, Jannes [> >]
Jaeger, Bastian [> >]
Jungkunz, Sebastian [> >]
Jungmann, Nils [> >]
Kauff, Mathias [> >]
Kleinert, Manuel [> >]
Klinger, Julia [> >]
Kolb, Jan-Philipp [> >]
Kołczyńska, Marta [> >]
Kuk, John Seungmin [> >]
Kunißen, Katharina [> >]
Sinatra, Dafina Kurti [> >]
Greinert, Alexander [> >]
Lersch, Philipp M. [> >]
Löbel, Lea-Maria [> >]
Lutscher, Philipp [> >]
Mader, Matthias [> >]
Madia, Joan [> >]
Malancu, Natalia [> >]
Maldonado, Luis [> >]
Marahrens, Helge [> >]
Martin, Nicole [> >]
Martinez, Paul [> >]
Mayerl, Jochen [> >]
Mayorga, Oscar Jose [> >]
McManus, Patricia [> >]
Wagner, Kyle [> >]
Meeusen, Cecil [> >]
Meierrieks, Daniel [> >]
Mellon, Jonathan [> >]
Merhout, Friedolin [> >]
Merk, Samuel [> >]
Meyer, Daniel [> >]
Micheli, Leticia [> >]
Mijs, Jonathan J. B. [> >]
Moya, Cristóbal [> >]
Neunhoeffer, Marcel [> >]
Nüst, Daniel [> >]
Nygård, Olav [> >]
Ochsenfeld, Fabian [> >]
Otte, Gunnar [> >]
Pechenkina, Anna [> >]
Prosser, Christopher [> >]
Raes, Louis [> >]
Ralston, Kevin [> >]
Ramos, Miguel [> >]
Roets, Arne [> >]
Rogers, Jonathan [> >]
Ropers, Guido [> >]
Samuel, Robin mailto [University of Luxembourg > Faculty of Humanities, Education and Social Sciences (FHSE) > Department of Social Sciences (DSOC)]
Sand, Gregor [> >]
Schachter, Ariela [> >]
Schaeffer, Merlin [> >]
Schieferdecker, David [> >]
Schlueter, Elmar [> >]
Schmidt, Katja M. [> >]
Schmidt, Regine [> >]
Schmidt-Catran, Alexander [> >]
Schmiedeberg, Claudia [> >]
Schneider, Jürgen [> >]
Schoonvelde, Martijn [> >]
Schulte-Cloos, Julia [> >]
Schumann, Sandy [> >]
Schunck, Reinhard [> >]
Schupp, Jürgen [> >]
Seuring, Julian [> >]
Silber, Henning [> >]
Sleegers, Willem [> >]
Sonntag, Nico [> >]
Staudt, Alexander [> >]
Steiber, Nadia [> >]
Steiner, Nils [> >]
Sternberg, Sebastian [> >]
Stiers, Dieter [> >]
Stojmenovska, Dragana [> >]
Storz, Nora [> >]
Striessnig, Erich [> >]
Stroppe, Anne-Kathrin [> >]
Teltemann, Janna [> >]
Tibajev, Andrey [> >]
Tung, Brian B. [> >]
Vagni, Giacomo [> >]
Assche, Jasper Van [> >]
Linden, Meta Van Der [> >]
Noll, Jolanda Van Der [> >]
Hootegem, Arno Van [> >]
Vogtenhuber, Stefan [> >]
Voicu, Bogdan [> >]
Wagemans, Fieke [> >]
Wehl, Nadja [> >]
Werner, Hannah [> >]
Wiernik, Brenton M. [> >]
Winter, Fabian [> >]
Wolf, Christof [> >]
Yamada, Yuki [> >]
Zhang, Nan [> >]
Ziller, Conrad [> >]
Zins, Stefan [> >]
Żółtak, Tomasz [> >]
Nguyen, Hung H. V. [> >]
2021
MetaArXiv
No
[en] Analytical Flexibility ; Crowdsourced Replication Initiative ; Crowdsourcing ; Economics ; Garden of Forking Paths ; Immigration ; Many Analysts ; Meta-Science ; Noise ; Other Social and Behavioral Sciences ; Political Science ; Psychology ; Researcher Degrees of Freedom ; Researcher Variability ; Social and Behavioral Sciences ; Social Policy ; Sociology
[en] How does noise generated by researcher decisions undermine the credibility of science? We test this by observing all decisions made among 73 research teams as they independently conduct studies on the same hypothesis with identical starting data. We find excessive variation of outcomes. When combined, the 107 observed research decisions taken across teams explained at most 2.6 of the total variance in effect sizes and 10 of the deviance in subjective conclusions. Expertise, prior beliefs and attitudes of the researchers explain even less. Each model deployed to test the hypothesis was unique, which highlights a vast universe of research design variability that is normally hidden from view and suggests humility when presenting and interpreting scientific findings.
Researchers ; Professionals ; Students
http://hdl.handle.net/10993/47446
10.31222/osf.io/cd5j9
https://osf.io/preprints/metaarxiv/cd5j9/
https://osf.io/preprints/metaarxiv/cd5j9/

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