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1. How Many Replicators Does It Take to Achieve Reliability? Investigating Researcher Variability in a Crowdsourced Replication

Author

Breznau, Nate, primary, Rinke, Eike Mark, additional, Wuttke, Alexander, additional, Nguyen, Hung Hoang Viet, additional, Adem, Muna, additional, Adriaans, Jule, additional, Akdeniz, Esra, additional, Alvarez-Benjumea, Amalia, additional, Andersen, Henrik Kenneth, additional, Auer, Daniel, additional, Azevedo, Flavio, additional, Bahnsen, Oke, additional, Bai, Ling, additional, Balzer, Dave, additional, Bauer, Gerrit, additional, Bauer, Paul, additional, Baumann, Markus, additional, Baute, Sharon, additional, Benoit, Verena, additional, Bernauer, Julian, additional, Berning, Carl, additional, Berthold, Anna, additional, Bethke, Felix S., additional, Biegert, Thomas, additional, Blinzler, Katharina, additional, Blumenberg, Johannes, additional, Bobzien, Licia, additional, Bohman, Andrea, additional, Bol, Thijs, additional, Bostic, Amie, additional, Brzozowska, Zuzanna, additional, Burgdorf, Katharina, additional, Burger, Kaspar, additional, Busch, Kathrin, additional, Castillo, Juan Carlos, additional, Chan, Nathan, additional, Christmann, Pablo, additional, Connelly, Roxanne, additional, Czymara, Christian S., additional, Damian, Elena, additional, de Rooij, Eline Adriane, additional, Ecker, Alejandro, additional, Edelmann, Achim, additional, Eder, Christina, additional, Eger, Maureen A., additional, Ellerbrock, Simon, additional, Forke, Anna, additional, Forster, Andrea Gabriele, additional, Freire, Danilo, additional, Gaasendam, Chris, additional, Gavras, Konstantin, additional, Gayle, Vernon, additional, Gessler, Theresa, additional, Gnambs, Timo, additional, Godefroidt, Amélie, additional, Grömping, Max, additional, Groß, Martin, additional, Gruber, Stefan, additional, Gummer, Tobias, additional, Hadjar, Andreas, additional, Halbherr, Verena, additional, Heisig, Jan Paul, additional, Hellmeier, Sebastian, additional, Heyne, Stefanie, additional, Hirsch, Magdalena, additional, Hjerm, Mikael, additional, Hochman, Oshrat, additional, Höffler, Jan H., additional, Hövermann, Andreas, additional, Hunger, Sophia, additional, Hunkler, Christian, additional, Huth, Nora, additional, Ignacz, Zsofia, additional, Israel, Sabine, additional, Jacobs, Laura, additional, Jacobsen, Jannes, additional, Jaeger, Bastian, additional, Jungkunz, Sebastian, additional, Jungmann, Nils, additional, Kanjana, Jennifer, additional, Kauff, Mathias, additional, Khan, Salman, additional, Khatua, Sayak, additional, Kleinert, Manuel, additional, Klinger, Julia, additional, Kolb, Jan-Philipp, additional, Kolczynska, Marta, additional, Kuk, John Seungmin, additional, Kunißen, Katharina, additional, Sinatra, Dafina Kurti, additional, Greinert, Alexander, additional, Lee, Robin C., additional, Lersch, Philipp M., additional, Liu, David, additional, Löbel, Lea-Maria, additional, Lutscher, Philipp, additional, Mader, Matthias, additional, Madia, Joan Eliel, additional, Malancu, Natalia, additional, Maldonado, Luis, additional, Marahrens, Helge, additional, Martin, Nicole, additional, Martinez, Paul, additional, Mayerl, Jochen, additional, MAYORGA, OSCAR Jose, additional, McDonnell, Robert Myles, additional, McManus, Patricia A., additional, Wagner, Kyle, additional, Meeusen, Cecil, additional, Meierrieks, Daniel, additional, Mellon, Jonathan, additional, Merhout, Friedolin, additional, Merk, Samuel, additional, Meyer, Daniel, additional, Micheli, Leticia, additional, Mijs, Jonathan J.B., additional, Moya, Cristóbal, additional, Neunhoeffer, Marcel, additional, Nüst, Daniel, additional, Nygård, Olav, additional, Ochsenfeld, Fabian, additional, Otte, Gunnar, additional, Pechenkina, Anna, additional, Pickup, Mark, additional, Prosser, Christopher, additional, Raes, Louis, additional, Ralston, Kevin, additional, Ramos, Miguel, additional, Reichert, Frank, additional, Roets, Arne, additional, Rogers, Jonathan, additional, Ropers, Guido, additional, Samuel, Robin, additional, Sand, Gergor, additional, Petrarca, Constanza Sanhueza, additional, Schachter, Ariela, additional, Schaeffer, Merlin, additional, Schieferdecker, David, additional, Schlueter, Elmar, additional, Schmidt, Katja, additional, Schmidt, Regine, additional, Schmidt-Catran, Alexander, additional, Schmiedeberg, Claudia, additional, Schneider, Jürgen, additional, Schoonvelde, Martijn, additional, Schulte-Cloos, Julia, additional, Schumann, Sandy, additional, Schunck, Reinhard, additional, Schupp, Juergen, additional, Seuring, Julian, additional, Silber, Henning, additional, Sleegers, Willem W. A., additional, Sonntag, Nico, additional, Staudt, Alexander, additional, Steiber, Nadia, additional, Steiner, Nils, additional, Sternberg, Sebastian, additional, Stiers, Dieter, additional, Stojmenovska, Dragana, additional, Storz, Nora, additional, Striessnig, Erich, additional, Stroppe, Anne-Kathrin, additional, Suchow, Jordan, additional, Teltemann, Janna, additional, Tibajev, Andrey, additional, Tung, Brian B., additional, Vagni, Giacomo, additional, Van Assche, Jasper, additional, van der Linden, Meta, additional, van der Noll, Jolanda, additional, Van Hootegem, Arno, additional, Vogtenhuber, Stefan, additional, Voicu, Bogdan, additional, Wagemans, Fieke, additional, Wehl, Nadja, additional, Werner, Hannah, additional, Wiernik, Brenton M., additional, Winter, Fabian, additional, Wolf, Christof, additional, Wu, Cary, additional, Yamada, Yuki, additional, Zakula, Björn, additional, Zhang, Nan, additional, Ziller, Conrad, additional, Zins, Stefan, additional, and Żółtak, Tomasz, additional

Published
2021
Full Text
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2. How Many Replicators Does It Take to Achieve Reliability? Investigating Researcher Variability in a Crowdsourced Replication

Author

Breznau, Nate, Rinke, Eike Mark, Wuttke, Alexander, Nguyen, Hung H. V., Adem, Muna, Adriaans, Jule, Akdeniz, Esra, Alvarez-Benjumea, Amalia, Andersen, Henrik Kenneth, Auer, Daniel, Azevedo, Flavio, Bahnsen, Oke, Bai, Ling, 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, Rooij, Eline De, Ecker, Alejandro, Edelmann, Achim, Eder, Christina, Eger, Maureen A., Ellerbrock, Simon, Forke, Anna, Forster, Andrea, Freire, Danilo, Gaasendam, Chris, Gavras, Konstantin, Gayle, Vernon, Gessler, Theresa, Gnambs, Timo, Godefroidt, Amélie, Grömping, Max, Groß, Martin, Gruber, Stefan, Gummer, Tobias, Hadjar, Andreas, Halbherr, Verena, Heisig, Jan Paul, Hellmeier, Sebastian, Heyne, Stefanie, Hirsch, Magdalena, Hjerm, Mikael, Hochman, Oshrat, Höffler, Jan H., Hövermann, Andreas, Hunger, Sophia, Hunkler, Christian, Huth, Nora, Ignacz, Zsofia, Israel, Sabine, Jacobs, Laura, Jacobsen, Jannes, Jaeger, Bastian, Jungkunz, Sebastian, Jungmann, Nils, Kanjana, Jennifer, Kauff, Mathias, Khan, Salman, Khatua, Sayak, Kleinert, Manuel, Klinger, Julia, Kolb, Jan-Philipp, Kołczyńska, Marta, Kuk, John Seungmin, Kunißen, Katharina, Sinatra, Dafina Kurti, Greinert, Alexander, C. Lee, Robin, Lersch, Philipp M., Liu, David, Löbel, Lea-Maria, Lutscher, Philipp, Mader, Matthias, Madia, Joan, Malancu, Natalia, Maldonado, Luis, Marahrens, Helge, Martin, Nicole, Martinez, Paul, Mayerl, Jochen, Mayorga, Oscar Jose, McDonnell, Robert Myles, 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, Pickup, Mark, Prosser, Christopher, Raes, Louis, Ralston, Kevin, Ramos, Miguel, Reichert, Frank, Roets, Arne, Rogers, Jonathan, Ropers, Guido, Samuel, Robin, Sand, Gregor, Petrarca, Constanza Sanhueza, Schachter, Ariela, Schaeffer, Merlin, Schieferdecker, David, Schlueter, Elmar, Schmidt, Katja, 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, Stojmenovska, Dragana, Storz, Nora, Striessnig, Erich, Stroppe, Anne-Kathrin, Suchow, Jordan W., 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, Wu, Cary, Yamada, Yuki, Zakula, Björn, Zhang, Nan, Ziller, Conrad, Zins, Stefan, Żółtak, Tomasz, Breznau, Nate, Rinke, Eike Mark, Wuttke, Alexander, Nguyen, Hung H. V., Adem, Muna, Adriaans, Jule, Akdeniz, Esra, Alvarez-Benjumea, Amalia, Andersen, Henrik Kenneth, Auer, Daniel, Azevedo, Flavio, Bahnsen, Oke, Bai, Ling, 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, Rooij, Eline De, Ecker, Alejandro, Edelmann, Achim, Eder, Christina, Eger, Maureen A., Ellerbrock, Simon, Forke, Anna, Forster, Andrea, Freire, Danilo, Gaasendam, Chris, Gavras, Konstantin, Gayle, Vernon, Gessler, Theresa, Gnambs, Timo, Godefroidt, Amélie, Grömping, Max, Groß, Martin, Gruber, Stefan, Gummer, Tobias, Hadjar, Andreas, Halbherr, Verena, Heisig, Jan Paul, Hellmeier, Sebastian, Heyne, Stefanie, Hirsch, Magdalena, Hjerm, Mikael, Hochman, Oshrat, Höffler, Jan H., Hövermann, Andreas, Hunger, Sophia, Hunkler, Christian, Huth, Nora, Ignacz, Zsofia, Israel, Sabine, Jacobs, Laura, Jacobsen, Jannes, Jaeger, Bastian, Jungkunz, Sebastian, Jungmann, Nils, Kanjana, Jennifer, Kauff, Mathias, Khan, Salman, Khatua, Sayak, Kleinert, Manuel, Klinger, Julia, Kolb, Jan-Philipp, Kołczyńska, Marta, Kuk, John Seungmin, Kunißen, Katharina, Sinatra, Dafina Kurti, Greinert, Alexander, C. Lee, Robin, Lersch, Philipp M., Liu, David, Löbel, Lea-Maria, Lutscher, Philipp, Mader, Matthias, Madia, Joan, Malancu, Natalia, Maldonado, Luis, Marahrens, Helge, Martin, Nicole, Martinez, Paul, Mayerl, Jochen, Mayorga, Oscar Jose, McDonnell, Robert Myles, 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, Pickup, Mark, Prosser, Christopher, Raes, Louis, Ralston, Kevin, Ramos, Miguel, Reichert, Frank, Roets, Arne, Rogers, Jonathan, Ropers, Guido, Samuel, Robin, Sand, Gregor, Petrarca, Constanza Sanhueza, Schachter, Ariela, Schaeffer, Merlin, Schieferdecker, David, Schlueter, Elmar, Schmidt, Katja, 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, Stojmenovska, Dragana, Storz, Nora, Striessnig, Erich, Stroppe, Anne-Kathrin, Suchow, Jordan W., 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, Wu, Cary, Yamada, Yuki, Zakula, Björn, Zhang, Nan, Ziller, Conrad, Zins, Stefan, and Żółtak, Tomasz

Abstract

The paper reports findings from a crowdsourced replication. Eighty-four replicator teams attempted to verify results reported in an original study by running the same models with the same data. The replication involved an experimental condition. A “transparent” group received the original study and code, and an “opaque” group received the same underlying study but with only a methods section and description of the regression coefficients without size or significance, and no code. The transparent group mostly verified the original study (95.5%), while the opaque group had less success (89.4%). Qualitative investigation of the replicators’ workflows reveals many causes of non-verification. Two categories of these causes are hypothesized, routine and non-routine. After correcting non-routine errors in the research process to ensure that the results reflect a level of quality that should be present in ‘real-world’ research, the rate of verification was 96.1 in the transparent group and 92.4 in the opaque group. Two conclusions follow: (1) Although high, the verification rate suggests that it would take a minimum of three replicators per study to achieve replication reliability of at least 95 confidence assuming ecological validity in this controlled setting, and (2) like any type of scientific research, replication is prone to errors that derive from routine and undeliberate actions in the research process. The latter suggests that idiosyncratic researcher variability might provide a key to understanding part of the “reliability crisis” in social and behavioral science and is a reminder of the importance of transparent and well documented workflows.

Published
2021

3. The Crowdsourced Replication Initiative: Investigating Immigration and Social Policy Preferences. Executive Report

Author

Breznau, Nate, Rinke, Eike Mark, Wuttke, Alexander, Adem, Muna, Adriaans, Jule, Alvarez-Benjumea, Amalia, Andersen, Henrik, Auer, Daniel, Azevedo, Flavio, Bahnsen, Oke, Balzer, Dave, Bauer, Gerrit, Bauer, Paul, Baumann, Markus, Baute, Sharon, Benoit, Verena, Berning, Carl, Bernauer, Julian, Berthold, Anna, Bethke, Felix, Biegert, Thomas, Blinzler, Katharina, Blumenberg, Johannes, Bol, Thijs, Bobzien, Licia, Bohman, Andrea, Bostic, Amie, Brzozowska, Zuzanna, Burgdorf, Katharina, Burger, Kaspar, Busch, Kathrin, Castillo, Juan Carlos, Chan, Nathan, Christmann, Pablo, Connelly, Roxanne, Czymara, Christian, Damian, Elena, Edelmann, Achim, Ecker, Alejandro, Eger, Maureen A., Ellerbrock, Simon, Forke, Anna, Forster, Andrea, Gavras, Konstantin, Gayle, Vernon, Gaasendam, Chris, Gessler, Theresa, Gnambs, Timo, Godefroidt, Amélie, Greinert, Alexander, Groß, Martin, Grömping, Max, Gruber, Stefan, Gummer, Tobias, Hadjar, Andreas, Heisig, Jan Paul, Hellmeier, Sebastian, Heyne, Stefanie, Hirsch, Magdalena, Hjerm, Mikael, Hochman, Oshrat, Hövermann, Andreas, Huth, Nora, Hunger, Sophia, Hunkler, Christian, Ignacz, Zsofia, Jacobs, Laura, Jacobsen, Jannes, Jaeger, Bastian, Jungkunz, Sebastian, Jungmann, Nils, Kauff, Mathias, Kleinert, Manuel, Klinger, Julia, Kolb, Jan-Philipp, Kolczynska, Marta, Kuk, John, Kunißen, Katharina, Kurti, Dafina, Lersch, Philipp M., Löbel, Lea-Maria, Lutscher, Philipp, Mader, Matthias, Madia, Joan Eliel, Malancu, Natalia Cornelia, Maldonado, Luis, Marahrens, Helge, Martin, Nicole, Martinez, Paul, Mayerl, Jochen, MAYORGA, Oscar Jose, McManus, Patricia, Meeusen, Cecil, Meierrieks, Daniel, Mellon, Jonathan, Merhout, Friedolin, Merk, Samuel, Meyer, Daniel, Micheli, Leticia, Mijs, Jonathan, 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, Sand, Gergor, Schachter, Ariela, Schaeffer, Merlin, Schieferdecker, David, Schlueter, Elmar, Schmidt, Katja, Schmidt, Regine, Schmidt-Catran, Alexander, Schmiedeberg, Claudia, Schneider, Jürgen, Schoonvelde, Martijn, Schulte-Cloos, Julia, Schumann, Sandy, Schunck, Reinhard, Schupp, Juergen, Seuring, Julian, Silber, Henning, Sleegers, Willem, Sonntag, Nico, Staudt, Alexander, Steiber, Nadia, Steiner, Nils, Sternberg, Sebastian, Stiers, Dieter, Striessnig, Erich, Stojmenovska, Dragana, Storz, Nora, Stroppe, Anne-Kathrin, Teltemann, Janna, Tibajev, Andrey, Tung, Brian B., Vagni, Giacomo, Van Assche, Jasper, van der Linden, Meta, van der Noll, Jolanda, Van Hootegem, Arno, Vogtenhuber, Stefan, Voicu, Bogdan, Wagemans, Fieke Maria Antoinet, Wagner, Kyle, Wehl, Nadja, Werner, Hannah, Wiernik, Brenton M., Winter, Fabian, Wolf, Christof, Zakula, Björn, Ziller, Conrad, Zins, Stefan, Zhang, Nan, and Żółtak, Tomasz

Subjects
Sociologie & sciences sociales [H10] [Sciences sociales & comportementales, psychologie], Open Science, Sociology & social sciences [H10] [Social & behavioral sciences, psychology], Data Science, Replication, Crowdsourcing, Immigration, Social Policy
Abstract

In an era of mass migration, social scientists, populist parties and social movements raise concerns over the future of immigration-destination societies. What impacts does this have on policy and social solidarity? Comparative cross-national research, relying mostly on secondary data, has findings in different directions. There is a threat of selective model reporting and lack of replicability. The heterogeneity of countries obscures attempts to clearly define data-generating models. P-hacking and HARKing lurk among standard research practices in this area.This project employs crowdsourcing to address these issues. It draws on replication, deliberation, meta-analysis and harnessing the power of many minds at once. The Crowdsourced Replication Initiative carries two main goals, (a) to better investigate the linkage between immigration and social policy preferences across countries, and (b) to develop crowdsourcing as a social science method. The Executive Report provides short reviews of the area of social policy preferences and immigration, and the methods and impetus behind crowdsourcing plus a description of the entire project. Three main areas of findings will appear in three papers, that are registered as PAPs or in process.

Published
2019

4. The Crowdsourced Replication Initiative: Investigating Immigration and Social Policy Preferences. Executive Report.

Author

Breznau, Nate, primary, Rinke, Eike Mark, additional, Wuttke, Alexander, additional, Adem, Muna, additional, Adriaans, Jule, additional, Alvarez-Benjumea, Amalia, additional, Andersen, Henrik Kenneth, additional, Auer, Daniel, additional, Azevedo, Flavio, additional, Bahnsen, Oke, additional, Balzer, Dave, additional, Bauer, Gerrit, additional, Bauer, Paul, additional, Baumann, Markus, additional, Baute, Sharon, additional, Benoit, Verena, additional, Berning, Carl, additional, Bernauer, Julian, additional, Berthold, Anna, additional, Bethke, Felix, additional, Biegert, Thomas, additional, Blinzler, Katharina, additional, Blumenberg, Johannes, additional, Bol, Thijs, additional, Bobzien, Licia, additional, Bohman, Andrea, additional, Bostic, Amie, additional, Brzozowska, Zuzanna, additional, Burgdorf, Katharina, additional, Burger, Kaspar, additional, Busch, Kathrin, additional, Castillo, Juan Carlos, additional, Chan, Nathan, additional, Christmann, Pablo, additional, Connelly, Roxanne, additional, Czymara, Christian S., additional, Damian, Elena, additional, Edelmann, Achim, additional, Ecker, Alejandro, additional, Eger, Maureen A., additional, Ellerbrock, Simon, additional, Forke, Anna, additional, Forster, Andrea Gabriele, additional, Gavras, Konstantin, additional, Gayle, Vernon, additional, Gaasendam, Chris, additional, Gessler, Theresa, additional, Gnambs, Timo, additional, Godefroidt, Amélie, additional, Greinert, Alexander, additional, Groß, Martin, additional, Grömping, Max, additional, Gruber, Stefan, additional, Gummer, Tobias, additional, Hadjar, Andreas, additional, Heisig, Jan Paul, additional, Hellmeier, Sebastian, additional, Heyne, Stefanie, additional, Hirsch, Magdalena, additional, Hjerm, Mikael, additional, Hochman, Oshrat, additional, Höffler, Jan H., additional, Hövermann, Andreas, additional, Huth, Nora, additional, Hunger, Sophia, additional, Hunkler, Christian, additional, Ignacz, Zsofia, additional, Jacobs, Laura, additional, Jacobsen, Jannes, additional, Jaeger, Bastian, additional, Jungkunz, Sebastian, additional, Jungmann, Nils, additional, Kauff, Mathias, additional, Kleinert, Manuel, additional, Klinger, Julia, additional, Kolb, Jan-Philipp, additional, Kolczynska, Marta, additional, Kuk, John, additional, Kunißen, Katharina, additional, Kurti, Dafina, additional, Lersch, Philipp M., additional, Löbel, Lea-Maria, additional, Lutscher, Philipp, additional, Mader, Matthias, additional, Madia, Joan Eliel, additional, Malancu, Natalia Cornelia, additional, Maldonado, Luis, additional, Marahrens, Helge, additional, Martin, Nicole, additional, Martinez, Paul, additional, Mayerl, Jochen, additional, MAYORGA, OSCAR Jose, additional, McManus, Patricia A., additional, Meeusen, Cecil, additional, Meierrieks, Daniel, additional, Mellon, Jonathan, additional, Merhout, Friedolin, additional, Merk, Samuel, additional, Meyer, Daniel, additional, Micheli, Leticia, additional, Mijs, Jonathan, additional, Moya, Cristóbal, additional, Neunhoeffer, Marcel, additional, Nüst, Daniel, additional, Nygård, Olav, additional, Ochsenfeld, Fabian, additional, Otte, Gunnar, additional, Pechenkina, Anna, additional, Prosser, Christopher, additional, Raes, Louis, additional, Ralston, Kevin, additional, Ramos, Miguel, additional, Roets, Arne, additional, Rogers, Jonathan, additional, Ropers, Guido, additional, Samuel, Robin, additional, Sand, Gergor, additional, Schachter, Ariela, additional, Schaeffer, Merlin, additional, Schieferdecker, David, additional, Schlueter, Elmar, additional, Schmidt, Katja, additional, Schmidt, Regine, additional, Schmidt-Catran, Alexander, additional, Schmiedeberg, Claudia, additional, Schneider, Jürgen, additional, Schoonvelde, Martijn, additional, Schulte-Cloos, Julia, additional, Schumann, Sandy, additional, Schunck, Reinhard, additional, Schupp, Juergen, additional, Seuring, Julian, additional, Silber, Henning, additional, Sleegers, Willem W. A., additional, Sonntag, Nico, additional, Staudt, Alexander, additional, Steiber, Nadia, additional, Steiner, Nils, additional, Sternberg, Sebastian, additional, Stiers, Dieter, additional, Striessnig, Erich, additional, Stojmenovska, Dragana, additional, Storz, Nora, additional, Stroppe, Anne-Kathrin, additional, Teltemann, Janna, additional, Tibajev, Andrey, additional, Tung, Brian B., additional, Vagni, Giacomo, additional, Van Assche, Jasper, additional, van der Linden, Meta, additional, van der Noll, Jolanda, additional, Van Hootegem, Arno, additional, Vogtenhuber, Stefan, additional, Voicu, Bogdan, additional, Wagemans, Fieke Maria Antoinet, additional, Wagner, Kyle, additional, Wehl, Nadja, additional, Werner, Hannah, additional, Wiernik, Brenton M., additional, Winter, Fabian, additional, Wolf, Christof, additional, Yamada, Yuki, additional, Zakula, Björn, additional, Ziller, Conrad, additional, Zins, Stefan, additional, Zhang, Nan, additional, Żółtak, Tomasz, additional, and Nguyen, Hung Hoang Viet, additional

Published
2019
Full Text
View/download PDF

5. The Crowdsourced Replication Initiative: Investigating Immigration and Social Policy Preferences. Executive Report

Author

Breznau, Nate, Rinke, Eike Mark, Wuttke, Alexander, Adem, Muna, Adriaans, Jule, Alvarez-Benjumea, Amalia, Andersen, Henrik, Auer, Daniel, Azevedo, Flavio, Bahnsen, Oke, Balzer, Dave, Bauer, Gerrit, Bauer, Paul, Baumann, Markus, Baute, Sharon, Benoit, Verena, Berning, Carl, Bernauer, Julian, Berthold, Anna, Bethke, Felix, Biegert, Thomas, Blinzler, Katharina, Blumenberg, Johannes, Bol, Thijs, Bobzien, Licia, Bohman, Andrea, Bostic, Amie, Brzozowska, Zuzanna, Burgdorf, Katharina, Burger, Kaspar, Busch, Kathrin, Castillo, Juan Carlos, Chan, Nathan, Christmann, Pablo, Connelly, Roxanne, Czymara, Christian, Damian, Elena, Edelmann, Achim, Ecker, Alejandro, Eger, Maureen A., Ellerbrock, Simon, Forke, Anna, Forster, Andrea, Gavras, Konstantin, Gayle, Vernon, Gaasendam, Chris, Gessler, Theresa, Gnambs, Timo, Godefroidt, Amélie, Greinert, Alexander, Groß, Martin, Grömping, Max, Gruber, Stefan, Gummer, Tobias, Hadjar, Andreas, Heisig, Jan Paul, Hellmeier, Sebastian, Heyne, Stefanie, Hirsch, Magdalena, Hjerm, Mikael, Hochman, Oshrat, Hövermann, Andreas, Huth, Nora, Hunger, Sophia, Hunkler, Christian, Ignacz, Zsofia, Jacobs, Laura, Jacobsen, Jannes, Jaeger, Bastian, Jungkunz, Sebastian, Jungmann, Nils, Kauff, Mathias, Kleinert, Manuel, Klinger, Julia, Kolb, Jan-Philipp, Kolczynska, Marta, Kuk, John, Kunißen, Katharina, Kurti, Dafina, Lersch, Philipp M., Löbel, Lea-Maria, Lutscher, Philipp, Mader, Matthias, Madia, Joan Eliel, Malancu, Natalia Cornelia, Maldonado, Luis, Marahrens, Helge, Martin, Nicole, Martinez, Paul, Mayerl, Jochen, Mayorga, Oscar Jose, Mcmanus, Patricia, Meeusen, Cecil, Meierrieks, Daniel, Mellon, Jonathan, Merhout, Friedolin, Merk, Samuel, Meyer, Daniel, Micheli, Leticia, Mijs, Jonathan, 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, Sand, Gergor, Schachter, Ariela, Schaeffer, Merlin, Schieferdecker, David, Schlueter, Elmar, Schmidt, Katja, Schmidt, Regine, Schmidt-Catran, Alexander, Schmiedeberg, Claudia, Schneider, Jürgen, Schoonvelde, Martijn, Schulte-Cloos, Julia, Schumann, Sandy, Schunck, Reinhard, Schupp, Juergen, Seuring, Julian, Silber, Henning, Sleegers, Willem, Sonntag, Nico, Staudt, Alexander, Steiber, Nadia, Steiner, Nils, Sternberg, Sebastian, Stiers, Dieter, Striessnig, Erich, Stojmenovska, Dragana, Storz, Nora, Stroppe, Anne-Kathrin, Teltemann, Janna, Tibajev, Andrey, Tung, Brian B., Vagni, Giacomo, Assche, Jasper, Linden, Meta, Noll, Jolanda, Hootegem, Arno, Vogtenhuber, Stefan, Voicu, Bogdan, Wagemans, Fieke Maria Antoinet, Wagner, Kyle, Wehl, Nadja, Werner, Hannah, Wiernik, Brenton M., Winter, Fabian, Wolf, Christof, Zakula, Björn, Ziller, Conrad, Zins, Stefan, Zhang, Nan, and Tomasz Żółtak

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