Justify your alpha
In response to recommendations to redefine statistical significance to P ≤ 0.005, we propose that researchers should transparently report and justify all choices they make when designing a study, including the alpha level.
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| Veröffentlicht in: | Nature human behaviour 2018, Vol.2 (3), p.168-171 |
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| creator | Lakens, Daniel Adolfi, Federico G. Albers, Casper J. Anvari, Farid Apps, Matthew A. J. Argamon, Shlomo E. Baguley, Thom Becker, Raymond B. Benning, Stephen D. Bradford, Daniel E. Buchanan, Erin M. Caldwell, Aaron R. Van Calster, Ben Carlsson, Rickard Chen, Sau-Chin Chung, Bryan Colling, Lincoln J. Collins, Gary S. Crook, Zander Cross, Emily S. Daniels, Sameera Danielsson, Henrik DeBruine, Lisa Dunleavy, Daniel J. Earp, Brian D. Feist, Michele I. Ferrell, Jason D. Field, James G. Fox, Nicholas W. Friesen, Amanda Gomes, Caio Gonzalez-Marquez, Monica Grange, James A. Grieve, Andrew P. Guggenberger, Robert Grist, James van Harmelen, Anne-Laura Hasselman, Fred Hochard, Kevin D. Hoffarth, Mark R. Holmes, Nicholas P. Ingre, Michael Isager, Peder M. Isotalus, Hanna K. Johansson, Christer Juszczyk, Konrad Kenny, David A. Khalil, Ahmed A. Konat, Barbara Lao, Junpeng Larsen, Erik Gahner Lodder, Gerine M. A. Lukavský, Jiří Madan, Christopher R. Manheim, David Martin, Stephen R. Martin, Andrea E. Mayo, Deborah G. McCarthy, Randy J. McConway, Kevin McFarland, Colin Nio, Amanda Q. X. Nilsonne, Gustav de Oliveira, Cilene Lino de Xivry, Jean-Jacques Orban Parsons, Sam Pfuhl, Gerit Quinn, Kimberly A. Sakon, John J. Saribay, S. Adil Schneider, Iris K. Selvaraju, Manojkumar Sjoerds, Zsuzsika Smith, Samuel G. Smits, Tim Spies, Jeffrey R. Sreekumar, Vishnu Steltenpohl, Crystal N. Stenhouse, Neil Świątkowski, Wojciech Vadillo, Miguel A. Van Assen, Marcel A. L. M. Williams, Matt N. Williams, Samantha E. Williams, Donald R. Yarkoni, Tal Ziano, Ignazio Zwaan, Rolf A. |
| description | In response to recommendations to redefine statistical significance to
P
≤ 0.005, we propose that researchers should transparently report and justify all choices they make when designing a study, including the alpha level. |
| doi_str_mv | 10.1038/s41562-018-0311-x |
| format | Article |
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A.</creatorcontrib><creatorcontrib>Lukavský, Jiří</creatorcontrib><creatorcontrib>Madan, Christopher R.</creatorcontrib><creatorcontrib>Manheim, David</creatorcontrib><creatorcontrib>Martin, Stephen R.</creatorcontrib><creatorcontrib>Martin, Andrea E.</creatorcontrib><creatorcontrib>Mayo, Deborah G.</creatorcontrib><creatorcontrib>McCarthy, Randy J.</creatorcontrib><creatorcontrib>McConway, Kevin</creatorcontrib><creatorcontrib>McFarland, Colin</creatorcontrib><creatorcontrib>Nio, Amanda Q. X.</creatorcontrib><creatorcontrib>Nilsonne, Gustav</creatorcontrib><creatorcontrib>de Oliveira, Cilene Lino</creatorcontrib><creatorcontrib>de Xivry, Jean-Jacques Orban</creatorcontrib><creatorcontrib>Parsons, Sam</creatorcontrib><creatorcontrib>Pfuhl, Gerit</creatorcontrib><creatorcontrib>Quinn, Kimberly A.</creatorcontrib><creatorcontrib>Sakon, John J.</creatorcontrib><creatorcontrib>Saribay, S. Adil</creatorcontrib><creatorcontrib>Schneider, Iris K.</creatorcontrib><creatorcontrib>Selvaraju, Manojkumar</creatorcontrib><creatorcontrib>Sjoerds, Zsuzsika</creatorcontrib><creatorcontrib>Smith, Samuel G.</creatorcontrib><creatorcontrib>Smits, Tim</creatorcontrib><creatorcontrib>Spies, Jeffrey R.</creatorcontrib><creatorcontrib>Sreekumar, Vishnu</creatorcontrib><creatorcontrib>Steltenpohl, Crystal N.</creatorcontrib><creatorcontrib>Stenhouse, Neil</creatorcontrib><creatorcontrib>Świątkowski, Wojciech</creatorcontrib><creatorcontrib>Vadillo, Miguel A.</creatorcontrib><creatorcontrib>Van Assen, Marcel A. L. M.</creatorcontrib><creatorcontrib>Williams, Matt N.</creatorcontrib><creatorcontrib>Williams, Samantha E.</creatorcontrib><creatorcontrib>Williams, Donald R.</creatorcontrib><creatorcontrib>Yarkoni, Tal</creatorcontrib><creatorcontrib>Ziano, Ignazio</creatorcontrib><creatorcontrib>Zwaan, Rolf A.</creatorcontrib><title>Justify your alpha</title><title>Nature human behaviour</title><addtitle>Nat Hum Behav</addtitle><description>In response to recommendations to redefine statistical significance to
P
≤ 0.005, we propose that researchers should transparently report and justify all choices they make when designing a study, including the alpha level.</description><subject>639/705/531</subject><subject>706/689/477/2811</subject><subject>Alliances</subject><subject>Behavioral Sciences</subject><subject>Biomedical and Life Sciences</subject><subject>Comment</subject><subject>Experimental Psychology</subject><subject>Hypotheses</subject><subject>Life Sciences</subject><subject>Microeconomics</subject><subject>Neurosciences</subject><subject>Personality and Social Psychology</subject><subject>Psychology</subject><subject>Psychology: 260</subject><subject>Psykologi</subject><subject>Psykologi: 260</subject><subject>Reproducibility</subject><subject>Samfunnsvitenskap: 200</subject><subject>Social science: 200</subject><subject>Statistical significance</subject><subject>VDP</subject><issn>2397-3374</issn><issn>2397-3374</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><sourceid>3HK</sourceid><sourceid>D8T</sourceid><recordid>eNqNkk1PwzAMhisEEhPswo0Tk7hSsJM0aY7T-NYkLsDVSrd0dIx2JKvY_j2pOhiXTZxsRY_t184bRacIlwg8vfICE8liwDQGjhgv96IO41rFnCux_yc_jLreTwEANRdayU508lj7RZGvequqdj0zm7-Z4-ggNzNvu-t4FL3c3jwP7uPh093DoD-MRwmmi1ii4pqzkdQyt9waAxiCkFxaNhYmz3iicZwBMNASMsNlbtIMIdMoUDPGj6K47eu_7LzOaO6KD-NWVJmC1k_vIbMkERQ0_MVW_rp47VPlJuRrwiSsqv-Hz8qaUkgY7FSzwYvQXkjkDX_W8iNXhAuWVFbOEAJw1SBpo_e8Jeau-qytX9A03LgMJyWmlGYpS7TYSXEFInydbqbhz7TKe2fzX30I1HiAWg9Q8AA1HqBlqGHrjQJbTqzbdN5e9A29pa-g</recordid><startdate>2018</startdate><enddate>2018</enddate><creator>Lakens, Daniel</creator><creator>Adolfi, Federico G.</creator><creator>Albers, Casper J.</creator><creator>Anvari, Farid</creator><creator>Apps, Matthew A. 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J. ; Argamon, Shlomo E. ; Baguley, Thom ; Becker, Raymond B. ; Benning, Stephen D. ; Bradford, Daniel E. ; Buchanan, Erin M. ; Caldwell, Aaron R. ; Van Calster, Ben ; Carlsson, Rickard ; Chen, Sau-Chin ; Chung, Bryan ; Colling, Lincoln J. ; Collins, Gary S. ; Crook, Zander ; Cross, Emily S. ; Daniels, Sameera ; Danielsson, Henrik ; DeBruine, Lisa ; Dunleavy, Daniel J. ; Earp, Brian D. ; Feist, Michele I. ; Ferrell, Jason D. ; Field, James G. ; Fox, Nicholas W. ; Friesen, Amanda ; Gomes, Caio ; Gonzalez-Marquez, Monica ; Grange, James A. ; Grieve, Andrew P. ; Guggenberger, Robert ; Grist, James ; van Harmelen, Anne-Laura ; Hasselman, Fred ; Hochard, Kevin D. ; Hoffarth, Mark R. ; Holmes, Nicholas P. ; Ingre, Michael ; Isager, Peder M. ; Isotalus, Hanna K. ; Johansson, Christer ; Juszczyk, Konrad ; Kenny, David A. ; Khalil, Ahmed A. ; Konat, Barbara ; Lao, Junpeng ; Larsen, Erik Gahner ; Lodder, Gerine M. A. ; Lukavský, Jiří ; Madan, Christopher R. ; Manheim, David ; Martin, Stephen R. ; Martin, Andrea E. ; Mayo, Deborah G. ; McCarthy, Randy J. ; McConway, Kevin ; McFarland, Colin ; Nio, Amanda Q. X. ; Nilsonne, Gustav ; de Oliveira, Cilene Lino ; de Xivry, Jean-Jacques Orban ; Parsons, Sam ; Pfuhl, Gerit ; Quinn, Kimberly A. ; Sakon, John J. ; Saribay, S. Adil ; Schneider, Iris K. ; Selvaraju, Manojkumar ; Sjoerds, Zsuzsika ; Smith, Samuel G. ; Smits, Tim ; Spies, Jeffrey R. ; Sreekumar, Vishnu ; Steltenpohl, Crystal N. ; Stenhouse, Neil ; Świątkowski, Wojciech ; Vadillo, Miguel A. ; Van Assen, Marcel A. L. M. ; Williams, Matt N. ; Williams, Samantha E. ; Williams, Donald R. ; Yarkoni, Tal ; Ziano, Ignazio ; Zwaan, Rolf A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c518t-6173932c696fe3eaa01e3e4636e2d4afb3591db0020960ba36fa8b10b91419223</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>639/705/531</topic><topic>706/689/477/2811</topic><topic>Alliances</topic><topic>Behavioral Sciences</topic><topic>Biomedical and Life Sciences</topic><topic>Comment</topic><topic>Experimental Psychology</topic><topic>Hypotheses</topic><topic>Life Sciences</topic><topic>Microeconomics</topic><topic>Neurosciences</topic><topic>Personality and Social Psychology</topic><topic>Psychology</topic><topic>Psychology: 260</topic><topic>Psykologi</topic><topic>Psykologi: 260</topic><topic>Reproducibility</topic><topic>Samfunnsvitenskap: 200</topic><topic>Social science: 200</topic><topic>Statistical significance</topic><topic>VDP</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lakens, Daniel</creatorcontrib><creatorcontrib>Adolfi, Federico G.</creatorcontrib><creatorcontrib>Albers, Casper J.</creatorcontrib><creatorcontrib>Anvari, Farid</creatorcontrib><creatorcontrib>Apps, Matthew A. J.</creatorcontrib><creatorcontrib>Argamon, Shlomo E.</creatorcontrib><creatorcontrib>Baguley, Thom</creatorcontrib><creatorcontrib>Becker, Raymond B.</creatorcontrib><creatorcontrib>Benning, Stephen D.</creatorcontrib><creatorcontrib>Bradford, Daniel E.</creatorcontrib><creatorcontrib>Buchanan, Erin M.</creatorcontrib><creatorcontrib>Caldwell, Aaron R.</creatorcontrib><creatorcontrib>Van Calster, Ben</creatorcontrib><creatorcontrib>Carlsson, Rickard</creatorcontrib><creatorcontrib>Chen, Sau-Chin</creatorcontrib><creatorcontrib>Chung, Bryan</creatorcontrib><creatorcontrib>Colling, Lincoln J.</creatorcontrib><creatorcontrib>Collins, Gary S.</creatorcontrib><creatorcontrib>Crook, Zander</creatorcontrib><creatorcontrib>Cross, Emily S.</creatorcontrib><creatorcontrib>Daniels, Sameera</creatorcontrib><creatorcontrib>Danielsson, Henrik</creatorcontrib><creatorcontrib>DeBruine, Lisa</creatorcontrib><creatorcontrib>Dunleavy, Daniel J.</creatorcontrib><creatorcontrib>Earp, Brian D.</creatorcontrib><creatorcontrib>Feist, Michele I.</creatorcontrib><creatorcontrib>Ferrell, Jason D.</creatorcontrib><creatorcontrib>Field, James G.</creatorcontrib><creatorcontrib>Fox, Nicholas W.</creatorcontrib><creatorcontrib>Friesen, Amanda</creatorcontrib><creatorcontrib>Gomes, Caio</creatorcontrib><creatorcontrib>Gonzalez-Marquez, Monica</creatorcontrib><creatorcontrib>Grange, James A.</creatorcontrib><creatorcontrib>Grieve, Andrew P.</creatorcontrib><creatorcontrib>Guggenberger, Robert</creatorcontrib><creatorcontrib>Grist, James</creatorcontrib><creatorcontrib>van Harmelen, Anne-Laura</creatorcontrib><creatorcontrib>Hasselman, Fred</creatorcontrib><creatorcontrib>Hochard, Kevin D.</creatorcontrib><creatorcontrib>Hoffarth, Mark R.</creatorcontrib><creatorcontrib>Holmes, Nicholas P.</creatorcontrib><creatorcontrib>Ingre, Michael</creatorcontrib><creatorcontrib>Isager, Peder M.</creatorcontrib><creatorcontrib>Isotalus, Hanna K.</creatorcontrib><creatorcontrib>Johansson, Christer</creatorcontrib><creatorcontrib>Juszczyk, Konrad</creatorcontrib><creatorcontrib>Kenny, David A.</creatorcontrib><creatorcontrib>Khalil, Ahmed A.</creatorcontrib><creatorcontrib>Konat, Barbara</creatorcontrib><creatorcontrib>Lao, Junpeng</creatorcontrib><creatorcontrib>Larsen, Erik Gahner</creatorcontrib><creatorcontrib>Lodder, Gerine M. A.</creatorcontrib><creatorcontrib>Lukavský, Jiří</creatorcontrib><creatorcontrib>Madan, Christopher R.</creatorcontrib><creatorcontrib>Manheim, David</creatorcontrib><creatorcontrib>Martin, Stephen R.</creatorcontrib><creatorcontrib>Martin, Andrea E.</creatorcontrib><creatorcontrib>Mayo, Deborah G.</creatorcontrib><creatorcontrib>McCarthy, Randy J.</creatorcontrib><creatorcontrib>McConway, Kevin</creatorcontrib><creatorcontrib>McFarland, Colin</creatorcontrib><creatorcontrib>Nio, Amanda Q. X.</creatorcontrib><creatorcontrib>Nilsonne, Gustav</creatorcontrib><creatorcontrib>de Oliveira, Cilene Lino</creatorcontrib><creatorcontrib>de Xivry, Jean-Jacques Orban</creatorcontrib><creatorcontrib>Parsons, Sam</creatorcontrib><creatorcontrib>Pfuhl, Gerit</creatorcontrib><creatorcontrib>Quinn, Kimberly A.</creatorcontrib><creatorcontrib>Sakon, John J.</creatorcontrib><creatorcontrib>Saribay, S. Adil</creatorcontrib><creatorcontrib>Schneider, Iris K.</creatorcontrib><creatorcontrib>Selvaraju, Manojkumar</creatorcontrib><creatorcontrib>Sjoerds, Zsuzsika</creatorcontrib><creatorcontrib>Smith, Samuel G.</creatorcontrib><creatorcontrib>Smits, Tim</creatorcontrib><creatorcontrib>Spies, Jeffrey R.</creatorcontrib><creatorcontrib>Sreekumar, Vishnu</creatorcontrib><creatorcontrib>Steltenpohl, Crystal N.</creatorcontrib><creatorcontrib>Stenhouse, Neil</creatorcontrib><creatorcontrib>Świątkowski, Wojciech</creatorcontrib><creatorcontrib>Vadillo, Miguel A.</creatorcontrib><creatorcontrib>Van Assen, Marcel A. L. M.</creatorcontrib><creatorcontrib>Williams, Matt N.</creatorcontrib><creatorcontrib>Williams, Samantha E.</creatorcontrib><creatorcontrib>Williams, Donald R.</creatorcontrib><creatorcontrib>Yarkoni, Tal</creatorcontrib><creatorcontrib>Ziano, Ignazio</creatorcontrib><creatorcontrib>Zwaan, Rolf A.</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Social Sciences Premium Collection</collection><collection>ProQuest Central (Corporate)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Psychology Database (Alumni)</collection><collection>Social Science Database (Alumni Edition)</collection><collection>International Bibliography of the Social Sciences (IBSS)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Social Science Premium Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>International Bibliography of the Social Sciences</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>International Bibliography of the Social Sciences</collection><collection>ProQuest Psychology</collection><collection>Social Science Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest One Psychology</collection><collection>ProQuest Central Basic</collection><collection>NORA - Norwegian Open Research Archives</collection><collection>SWEPUB Linköpings universitet full text</collection><collection>SwePub</collection><collection>SwePub Articles</collection><collection>SWEPUB Freely available online</collection><collection>SWEPUB Linköpings universitet</collection><collection>SwePub Articles full text</collection><collection>SwePub Editorial</collection><collection>SWEPUB Linnéuniversitetet</collection><collection>SWEPUB Stockholms universitet</collection><jtitle>Nature human behaviour</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lakens, Daniel</au><au>Adolfi, Federico G.</au><au>Albers, Casper J.</au><au>Anvari, Farid</au><au>Apps, Matthew A. J.</au><au>Argamon, Shlomo E.</au><au>Baguley, Thom</au><au>Becker, Raymond B.</au><au>Benning, Stephen D.</au><au>Bradford, Daniel E.</au><au>Buchanan, Erin M.</au><au>Caldwell, Aaron R.</au><au>Van Calster, Ben</au><au>Carlsson, Rickard</au><au>Chen, Sau-Chin</au><au>Chung, Bryan</au><au>Colling, Lincoln J.</au><au>Collins, Gary S.</au><au>Crook, Zander</au><au>Cross, Emily S.</au><au>Daniels, Sameera</au><au>Danielsson, Henrik</au><au>DeBruine, Lisa</au><au>Dunleavy, Daniel J.</au><au>Earp, Brian D.</au><au>Feist, Michele I.</au><au>Ferrell, Jason D.</au><au>Field, James G.</au><au>Fox, Nicholas W.</au><au>Friesen, Amanda</au><au>Gomes, Caio</au><au>Gonzalez-Marquez, Monica</au><au>Grange, James A.</au><au>Grieve, Andrew P.</au><au>Guggenberger, Robert</au><au>Grist, James</au><au>van Harmelen, Anne-Laura</au><au>Hasselman, Fred</au><au>Hochard, Kevin D.</au><au>Hoffarth, Mark R.</au><au>Holmes, Nicholas P.</au><au>Ingre, Michael</au><au>Isager, Peder M.</au><au>Isotalus, Hanna K.</au><au>Johansson, Christer</au><au>Juszczyk, Konrad</au><au>Kenny, David A.</au><au>Khalil, Ahmed A.</au><au>Konat, Barbara</au><au>Lao, Junpeng</au><au>Larsen, Erik Gahner</au><au>Lodder, Gerine M. A.</au><au>Lukavský, Jiří</au><au>Madan, Christopher R.</au><au>Manheim, David</au><au>Martin, Stephen R.</au><au>Martin, Andrea E.</au><au>Mayo, Deborah G.</au><au>McCarthy, Randy J.</au><au>McConway, Kevin</au><au>McFarland, Colin</au><au>Nio, Amanda Q. X.</au><au>Nilsonne, Gustav</au><au>de Oliveira, Cilene Lino</au><au>de Xivry, Jean-Jacques Orban</au><au>Parsons, Sam</au><au>Pfuhl, Gerit</au><au>Quinn, Kimberly A.</au><au>Sakon, John J.</au><au>Saribay, S. Adil</au><au>Schneider, Iris K.</au><au>Selvaraju, Manojkumar</au><au>Sjoerds, Zsuzsika</au><au>Smith, Samuel G.</au><au>Smits, Tim</au><au>Spies, Jeffrey R.</au><au>Sreekumar, Vishnu</au><au>Steltenpohl, Crystal N.</au><au>Stenhouse, Neil</au><au>Świątkowski, Wojciech</au><au>Vadillo, Miguel A.</au><au>Van Assen, Marcel A. L. M.</au><au>Williams, Matt N.</au><au>Williams, Samantha E.</au><au>Williams, Donald R.</au><au>Yarkoni, Tal</au><au>Ziano, Ignazio</au><au>Zwaan, Rolf A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Justify your alpha</atitle><jtitle>Nature human behaviour</jtitle><stitle>Nat Hum Behav</stitle><date>2018</date><risdate>2018</risdate><volume>2</volume><issue>3</issue><spage>168</spage><epage>171</epage><pages>168-171</pages><issn>2397-3374</issn><eissn>2397-3374</eissn><abstract>In response to recommendations to redefine statistical significance to
P
≤ 0.005, we propose that researchers should transparently report and justify all choices they make when designing a study, including the alpha level.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><doi>10.1038/s41562-018-0311-x</doi><tpages>4</tpages><oa>free_for_read</oa></addata></record> |
| fulltext | fulltext |
| identifier | ISSN: 2397-3374 |
| ispartof | Nature human behaviour, 2018, Vol.2 (3), p.168-171 |
| issn | 2397-3374 2397-3374 |
| language | eng |
| recordid | cdi_swepub_primary_oai_swepub_ki_se_610702 |
| source | NORA - Norwegian Open Research Archives; Springer Nature - Complete Springer Journals; SWEPUB Freely available online |
| subjects | 639/705/531 706/689/477/2811 Alliances Behavioral Sciences Biomedical and Life Sciences Comment Experimental Psychology Hypotheses Life Sciences Microeconomics Neurosciences Personality and Social Psychology Psychology Psychology: 260 Psykologi Psykologi: 260 Reproducibility Samfunnsvitenskap: 200 Social science: 200 Statistical significance VDP |
| title | Justify your alpha |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-31T01%3A30%3A52IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_swepu&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Justify%20your%20alpha&rft.jtitle=Nature%20human%20behaviour&rft.au=Lakens,%20Daniel&rft.date=2018&rft.volume=2&rft.issue=3&rft.spage=168&rft.epage=171&rft.pages=168-171&rft.issn=2397-3374&rft.eissn=2397-3374&rft_id=info:doi/10.1038/s41562-018-0311-x&rft_dat=%3Cproquest_swepu%3E2370439790%3C/proquest_swepu%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2370439790&rft_id=info:pmid/&rfr_iscdi=true |