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Elliot Gould, Hannah S. Fraser, Timothy H. Parker, Shinichi Nakagawa, Simon C. Griffith, Peter A. Vesk, Fiona Fidler, Daniel G. Hamilton, Robin N. Abbey-Lee, Jessica K. Abbott, Luis A. Aguirre, Carles Alcaraz, Irith Aloni, Drew Altschul, Kunal Arekar, Jeff W. Atkins, Joe Atkinson, Christopher M. Baker, Meghan Barrett, Kristian Bell, Suleiman Kehinde Bello, Iván Beltrán, Bernd J. Berauer, Michael Grant Bertram, Peter D. Billman, Charlie K. Blake, Shannon Blake, Louis Bliard, Andrea Bonisoli-Alquati, Timothée Bonnet, Camille Nina Marion Bordes, Aneesh P. H. Bose, Thomas Botterill-James, Melissa Anna Boyd, Sarah A. Boyle, Tom Bradfer-Lawrence, Jennifer Bradham, Jack A. Brand, Martin I. Brengdahl, Martin Bulla, Luc Bussière, Ettore Camerlenghi, Sara E. Campbell, Leonardo L. F. Campos, Anthony Caravaggi, Pedro Cardoso, Charles J. W. Carroll, Therese A. Catanach, Xuan Chen, Heung Ying Janet Chik, Emily Sarah Choy, Alec Philip Christie, Angela Chuang, Amanda J. Chunco, Bethany L. Clark, Andrea Contina, Garth A. Covernton, Murray P. Cox, Kimberly A. Cressman, Marco Crotti, Connor Davidson Crouch, Pietro B. D’Amelio, Alexandra Allison de Sousa, Timm Fabian Döbert, Ralph Dobler, Adam J. Dobson, Tim S. Doherty, Szymon Marian Drobniak, Alexandra Grace Duffy, Alison B. Duncan, Robert P. Dunn, Jamie Dunning, Trishna Dutta, Luke Eberhart-Hertel, Jared Alan Elmore, Mahmoud Medhat Elsherif, Holly M. English, David C. Ensminger, Ulrich Rainer Ernst, Stephen M. Ferguson, Esteban Fernandez-Juricic, Thalita Ferreira-Arruda, John Fieberg, Elizabeth A. Finch, Evan A. Fiorenza, David N. Fisher, Amélie Fontaine, Wolfgang Forstmeier, Yoan Fourcade, Graham S. Frank, Cathryn A. Freund, Eduardo Fuentes-Lillo, Sara L. Gandy, Dustin G. Gannon, Ana I. García-Cervigón, Alexis C. Garretson, Xuezhen Ge, William L. Geary, Charly Géron, Marc Gilles, Antje Girndt, Daniel Gliksman, Harrison B. Goldspiel, Dylan G. E. Gomes, Megan Kate Good, Sarah C. Goslee, J. Stephen Gosnell, Eliza M. Grames, Paolo Gratton, Nicholas M. Grebe, Skye M. Greenler, Maaike Griffioen, Daniel M. Griffith, Frances J. Griffith, Jake J. Grossman, Ali Güncan, Stef Haesen, James G. Hagan, Heather A. Hager, Jonathan Philo Harris, Natasha Dean Harrison, Sarah Syedia Hasnain, Justin Chase Havird, Andrew J. Heaton, María Laura Herrera-Chaustre, Tanner J. Howard, Bin-Yan Hsu, Fabiola Iannarilli, Esperanza C. Iranzo, Erik N. K. Iverson, Saheed Olaide Jimoh, Douglas H. Johnson, Martin Johnsson, Jesse Jorna, Tommaso Jucker, Martin Jung, Ineta Kačergytė, Oliver Kaltz, Alison Ke, Clint D. Kelly, Katharine Keogan, Friedrich Wolfgang Keppeler, Alexander K. Killion, Dongmin Kim, David P. Kochan, Peter Korsten, Shan Kothari, Jonas Kuppler, Jillian M. Kusch, Malgorzata Lagisz, Kristen Marianne Lalla, Daniel J. Larkin, Courtney L. Larson, Katherine S. Lauck, M. Elise Lauterbur, Alan Law, Don-Jean Léandri-Breton, Jonas J. Lembrechts, Kiara L’Herpiniere, Eva J. P. Lievens, Daniela Oliveira de Lima, Shane Lindsay, Martin Luquet, Ross MacLeod, Kirsty H. Macphie, Kit Magellan, Magdalena M. Mair, Lisa E. Malm, Stefano Mammola, Caitlin P. Mandeville, Michael Manhart, Laura Milena Manrique-Garzon, Elina Mäntylä, Philippe Marchand, Benjamin Michael Marshall, Charles A. Martin, Dominic Andreas Martin, Jake Mitchell Martin, April Robin Martinig, Erin S. McCallum, Mark McCauley, Sabrina M. McNew, Scott J. Meiners, Thomas Merkling, Marcus Michelangeli, Maria Moiron, Bruno Moreira, Jennifer Mortensen, Benjamin Mos, Taofeek Olatunbosun Muraina, Penelope Wrenn Murphy, Luca Nelli, Petri Niemelä, Josh Nightingale, Gustav Nilsonne, Sergio Nolazco, Sabine S. Nooten, Jessie Lanterman Novotny, Agnes Birgitta Olin, Chris L. Organ, Kate L. Ostevik, Facundo Xavier Palacio, Matthieu Paquet, Darren James Parker, David J. Pascall, Valerie J. Pasquarella, John Harold Paterson, Ana Payo-Payo, Karen Marie Pedersen, Grégoire Perez, Kayla I. Perry, Patrice Pottier, Michael J. Proulx, Raphaël Proulx, Jessica L Pruett, Veronarindra Ramananjato, Finaritra Tolotra Randimbiarison, Onja H. Razafindratsima, Diana J. Rennison, Federico Riva, Sepand Riyahi, Michael James Roast, Felipe Pereira Rocha, Dominique G. Roche, Cristian Román-Palacios, Michael S. Rosenberg, Jessica Ross, Freya E. Rowland, Deusdedith Rugemalila, Avery L. Russell, Suvi Ruuskanen, Patrick Saccone, Asaf Sadeh, Stephen M. Salazar, Kris Sales, Pablo Salmón, Alfredo Sánchez-Tójar, Leticia Pereira Santos, Francesca Santostefano, Hayden T. Schilling, Marcus Schmidt, Tim Schmoll, Adam C. Schneider, Allie E. Schrock, Julia Schroeder, Nicolas Schtickzelle, Nick L. Schultz, Drew A. Scott, Michael Peter Scroggie, Julie Teresa Shapiro, Nitika Sharma, Caroline L. Shearer, Diego Simón, Michael I. Sitvarin, Fabrício Luiz Skupien, Heather Lea Slinn, Grania Polly Smith, Jeremy A. Smith, Rahel Sollmann, Kaitlin Stack Whitney, Shannon Michael Still, Erica F. Stuber, Guy F. Sutton, Ben Swallow, Conor Claverie Taff, Elina Takola, Andrew J. Tanentzap, Rocío Tarjuelo, Richard J. Telford, Christopher J. Thawley, Hugo Thierry, Jacqueline Thomson, Svenja Tidau, Emily M. Tompkins, Claire Marie Tortorelli, Andrew Trlica, Biz R. Turnell, Lara Urban, Stijn Van de Vondel, Jessica Eva Megan van der Wal, Jens Van Eeckhoven, Francis van Oordt, K. Michelle Vanderwel, Mark C. Vanderwel, Karen J. Vanderwolf, Juliana Vélez, Diana Carolina Vergara-Florez, Brian C. Verrelli, Marcus Vinícius Vieira, Nora Villamil, Valerio Vitali, Julien Vollering, Jeffrey Walker, Xanthe J. Walker, Jonathan A. Walter, Pawel Waryszak, Ryan J. Weaver, Ronja E. M. Wedegärtner, Daniel L. Weller, Shannon Whelan, Rachel Louise White, David William Wolfson, Andrew Wood, Scott W. Yanco, Jian D. L. Yen, Casey Youngflesh, Giacomo Zilio, Cédric Zimmer, Gregory Mark Zimmerman, Rachel A. Zitomer, (2025). Same data, different analysts: variation in effect sizes due to analytical decisions in ecology and evolutionary biology. BMC Biology, 23, ISSN 1741-7007. eISSN . https://doi.org/10.1186/s12915-024-02101-x
IEEE
Elliot Gould, Hannah S. Fraser, Timothy H. Parker, Shinichi Nakagawa, Simon C. Griffith, Peter A. Vesk, Fiona Fidler, Daniel G. Hamilton, Robin N. Abbey-Lee, Jessica K. Abbott, Luis A. Aguirre, Carles Alcaraz, Irith Aloni, Drew Altschul, Kunal Arekar, Jeff W. Atkins, Joe Atkinson, Christopher M. Baker, Meghan Barrett, Kristian Bell, Suleiman Kehinde Bello, Iván Beltrán, Bernd J. Berauer, Michael Grant Bertram, Peter D. Billman, Charlie K. Blake, Shannon Blake, Louis Bliard, Andrea Bonisoli-Alquati, Timothée Bonnet, Camille Nina Marion Bordes, Aneesh P. H. Bose, Thomas Botterill-James, Melissa Anna Boyd, Sarah A. Boyle, Tom Bradfer-Lawrence, Jennifer Bradham, Jack A. Brand, Martin I. Brengdahl, Martin Bulla, Luc Bussière, Ettore Camerlenghi, Sara E. Campbell, Leonardo L. F. Campos, Anthony Caravaggi, Pedro Cardoso, Charles J. W. Carroll, Therese A. Catanach, Xuan Chen, Heung Ying Janet Chik, Emily Sarah Choy, Alec Philip Christie, Angela Chuang, Amanda J. Chunco, Bethany L. Clark, Andrea Contina, Garth A. Covernton, Murray P. Cox, Kimberly A. Cressman, Marco Crotti, Connor Davidson Crouch, Pietro B. D’Amelio, Alexandra Allison de Sousa, Timm Fabian Döbert, Ralph Dobler, Adam J. Dobson, Tim S. Doherty, Szymon Marian Drobniak, Alexandra Grace Duffy, Alison B. Duncan, Robert P. Dunn, Jamie Dunning, Trishna Dutta, Luke Eberhart-Hertel, Jared Alan Elmore, Mahmoud Medhat Elsherif, Holly M. English, David C. Ensminger, Ulrich Rainer Ernst, Stephen M. Ferguson, Esteban Fernandez-Juricic, Thalita Ferreira-Arruda, John Fieberg, Elizabeth A. Finch, Evan A. Fiorenza, David N. Fisher, Amélie Fontaine, Wolfgang Forstmeier, Yoan Fourcade, Graham S. Frank, Cathryn A. Freund, Eduardo Fuentes-Lillo, Sara L. Gandy, Dustin G. Gannon, Ana I. García-Cervigón, Alexis C. Garretson, Xuezhen Ge, William L. Geary, Charly Géron, Marc Gilles, Antje Girndt, Daniel Gliksman, Harrison B. Goldspiel, Dylan G. E. Gomes, Megan Kate Good, Sarah C. Goslee, J. Stephen Gosnell, Eliza M. Grames, Paolo Gratton, Nicholas M. Grebe, Skye M. Greenler, Maaike Griffioen, Daniel M. Griffith, Frances J. Griffith, Jake J. Grossman, Ali Güncan, Stef Haesen, James G. Hagan, Heather A. Hager, Jonathan Philo Harris, Natasha Dean Harrison, Sarah Syedia Hasnain, Justin Chase Havird, Andrew J. Heaton, María Laura Herrera-Chaustre, Tanner J. Howard, Bin-Yan Hsu, Fabiola Iannarilli, Esperanza C. Iranzo, Erik N. K. Iverson, Saheed Olaide Jimoh, Douglas H. Johnson, Martin Johnsson, Jesse Jorna, Tommaso Jucker, Martin Jung, Ineta Kačergytė, Oliver Kaltz, Alison Ke, Clint D. Kelly, Katharine Keogan, Friedrich Wolfgang Keppeler, Alexander K. Killion, Dongmin Kim, David P. Kochan, Peter Korsten, Shan Kothari, Jonas Kuppler, Jillian M. Kusch, Malgorzata Lagisz, Kristen Marianne Lalla, Daniel J. Larkin, Courtney L. Larson, Katherine S. Lauck, M. Elise Lauterbur, Alan Law, Don-Jean Léandri-Breton, Jonas J. Lembrechts, Kiara L’Herpiniere, Eva J. P. Lievens, Daniela Oliveira de Lima, Shane Lindsay, Martin Luquet, Ross MacLeod, Kirsty H. Macphie, Kit Magellan, Magdalena M. Mair, Lisa E. Malm, Stefano Mammola, Caitlin P. Mandeville, Michael Manhart, Laura Milena Manrique-Garzon, Elina Mäntylä, Philippe Marchand, Benjamin Michael Marshall, Charles A. Martin, Dominic Andreas Martin, Jake Mitchell Martin, April Robin Martinig, Erin S. McCallum, Mark McCauley, Sabrina M. McNew, Scott J. Meiners, Thomas Merkling, Marcus Michelangeli, Maria Moiron, Bruno Moreira, Jennifer Mortensen, Benjamin Mos, Taofeek Olatunbosun Muraina, Penelope Wrenn Murphy, Luca Nelli, Petri Niemelä, Josh Nightingale, Gustav Nilsonne, Sergio Nolazco, Sabine S. Nooten, Jessie Lanterman Novotny, Agnes Birgitta Olin, Chris L. Organ, Kate L. Ostevik, Facundo Xavier Palacio, Matthieu Paquet, Darren James Parker, David J. Pascall, Valerie J. Pasquarella, John Harold Paterson, Ana Payo-Payo, Karen Marie Pedersen, Grégoire Perez, Kayla I. Perry, Patrice Pottier, Michael J. Proulx, Raphaël Proulx, Jessica L Pruett, Veronarindra Ramananjato, Finaritra Tolotra Randimbiarison, Onja H. Razafindratsima, Diana J. Rennison, Federico Riva, Sepand Riyahi, Michael James Roast, Felipe Pereira Rocha, Dominique G. Roche, Cristian Román-Palacios, Michael S. Rosenberg, Jessica Ross, Freya E. Rowland, Deusdedith Rugemalila, Avery L. Russell, Suvi Ruuskanen, Patrick Saccone, Asaf Sadeh, Stephen M. Salazar, Kris Sales, Pablo Salmón, Alfredo Sánchez-Tójar, Leticia Pereira Santos, Francesca Santostefano, Hayden T. Schilling, Marcus Schmidt, Tim Schmoll, Adam C. Schneider, Allie E. Schrock, Julia Schroeder, Nicolas Schtickzelle, Nick L. Schultz, Drew A. Scott, Michael Peter Scroggie, Julie Teresa Shapiro, Nitika Sharma, Caroline L. Shearer, Diego Simón, Michael I. Sitvarin, Fabrício Luiz Skupien, Heather Lea Slinn, Grania Polly Smith, Jeremy A. Smith, Rahel Sollmann, Kaitlin Stack Whitney, Shannon Michael Still, Erica F. Stuber, Guy F. Sutton, Ben Swallow, Conor Claverie Taff, Elina Takola, Andrew J. Tanentzap, Rocío Tarjuelo, Richard J. Telford, Christopher J. Thawley, Hugo Thierry, Jacqueline Thomson, Svenja Tidau, Emily M. Tompkins, Claire Marie Tortorelli, Andrew Trlica, Biz R. Turnell, Lara Urban, Stijn Van de Vondel, Jessica Eva Megan van der Wal, Jens Van Eeckhoven, Francis van Oordt, K. Michelle Vanderwel, Mark C. Vanderwel, Karen J. Vanderwolf, Juliana Vélez, Diana Carolina Vergara-Florez, Brian C. Verrelli, Marcus Vinícius Vieira, Nora Villamil, Valerio Vitali, Julien Vollering, Jeffrey Walker, Xanthe J. Walker, Jonathan A. Walter, Pawel Waryszak, Ryan J. Weaver, Ronja E. M. Wedegärtner, Daniel L. Weller, Shannon Whelan, Rachel Louise White, David William Wolfson, Andrew Wood, Scott W. Yanco, Jian D. L. Yen, Casey Youngflesh, Giacomo Zilio, Cédric Zimmer, Gregory Mark Zimmerman, Rachel A. Zitomer, "Same data, different analysts: variation in effect sizes due to analytical decisions in ecology and evolutionary biology" in BMC Biology, vol. 23, 2025.
10.1186/s12915-024-02101-x
BIBTEX
@article{64130,
author = {Elliot Gould and Hannah S. Fraser and Timothy H. Parker and Shinichi Nakagawa and Simon C. Griffith and Peter A. Vesk and Fiona Fidler and Daniel G. Hamilton and Robin N. Abbey-Lee and Jessica K. Abbott and Luis A. Aguirre and Carles Alcaraz and Irith Aloni and Drew Altschul and Kunal Arekar and Jeff W. Atkins and Joe Atkinson and Christopher M. Baker and Meghan Barrett and Kristian Bell and Suleiman Kehinde Bello and Iván Beltrán and Bernd J. Berauer and Michael Grant Bertram and Peter D. Billman and Charlie K. Blake and Shannon Blake and Louis Bliard and Andrea Bonisoli-Alquati and Timothée Bonnet and Camille Nina Marion Bordes and Aneesh P. H. Bose and Thomas Botterill-James and Melissa Anna Boyd and Sarah A. Boyle and Tom Bradfer-Lawrence and Jennifer Bradham and Jack A. Brand and Martin I. Brengdahl and Martin Bulla and Luc Bussière and Ettore Camerlenghi and Sara E. Campbell and Leonardo L. F. Campos and Anthony Caravaggi and Pedro Cardoso and Charles J. W. Carroll and Therese A. Catanach and Xuan Chen and Heung Ying Janet Chik and Emily Sarah Choy and Alec Philip Christie and Angela Chuang and Amanda J. Chunco and Bethany L. Clark and Andrea Contina and Garth A. Covernton and Murray P. Cox and Kimberly A. Cressman and Marco Crotti and Connor Davidson Crouch and Pietro B. D’Amelio and Alexandra Allison de Sousa and Timm Fabian Döbert and Ralph Dobler and Adam J. Dobson and Tim S. Doherty and Szymon Marian Drobniak and Alexandra Grace Duffy and Alison B. Duncan and Robert P. Dunn and Jamie Dunning and Trishna Dutta and Luke Eberhart-Hertel and Jared Alan Elmore and Mahmoud Medhat Elsherif and Holly M. English and David C. Ensminger and Ulrich Rainer Ernst and Stephen M. Ferguson and Esteban Fernandez-Juricic and Thalita Ferreira-Arruda and John Fieberg and Elizabeth A. Finch and Evan A. Fiorenza and David N. Fisher and Amélie Fontaine and Wolfgang Forstmeier and Yoan Fourcade and Graham S. Frank and Cathryn A. Freund and Eduardo Fuentes-Lillo and Sara L. Gandy and Dustin G. Gannon and Ana I. García-Cervigón and Alexis C. Garretson and Xuezhen Ge and William L. Geary and Charly Géron and Marc Gilles and Antje Girndt and Daniel Gliksman and Harrison B. Goldspiel and Dylan G. E. Gomes and Megan Kate Good and Sarah C. Goslee and J. Stephen Gosnell and Eliza M. Grames and Paolo Gratton and Nicholas M. Grebe and Skye M. Greenler and Maaike Griffioen and Daniel M. Griffith and Frances J. Griffith and Jake J. Grossman and Ali Güncan and Stef Haesen and James G. Hagan and Heather A. Hager and Jonathan Philo Harris and Natasha Dean Harrison and Sarah Syedia Hasnain and Justin Chase Havird and Andrew J. Heaton and María Laura Herrera-Chaustre and Tanner J. Howard and Bin-Yan Hsu and Fabiola Iannarilli and Esperanza C. Iranzo and Erik N. K. Iverson and Saheed Olaide Jimoh and Douglas H. Johnson and Martin Johnsson and Jesse Jorna and Tommaso Jucker and Martin Jung and Ineta Kačergytė and Oliver Kaltz and Alison Ke and Clint D. Kelly and Katharine Keogan and Friedrich Wolfgang Keppeler and Alexander K. Killion and Dongmin Kim and David P. Kochan and Peter Korsten and Shan Kothari and Jonas Kuppler and Jillian M. Kusch and Malgorzata Lagisz and Kristen Marianne Lalla and Daniel J. Larkin and Courtney L. Larson and Katherine S. Lauck and M. Elise Lauterbur and Alan Law and Don-Jean Léandri-Breton and Jonas J. Lembrechts and Kiara L’Herpiniere and Eva J. P. Lievens and Daniela Oliveira de Lima and Shane Lindsay and Martin Luquet and Ross MacLeod and Kirsty H. Macphie and Kit Magellan and Magdalena M. Mair and Lisa E. Malm and Stefano Mammola and Caitlin P. Mandeville and Michael Manhart and Laura Milena Manrique-Garzon and Elina Mäntylä and Philippe Marchand and Benjamin Michael Marshall and Charles A. Martin and Dominic Andreas Martin and Jake Mitchell Martin and April Robin Martinig and Erin S. McCallum and Mark McCauley and Sabrina M. McNew and Scott J. Meiners and Thomas Merkling and Marcus Michelangeli and Maria Moiron and Bruno Moreira and Jennifer Mortensen and Benjamin Mos and Taofeek Olatunbosun Muraina and Penelope Wrenn Murphy and Luca Nelli and Petri Niemelä and Josh Nightingale and Gustav Nilsonne and Sergio Nolazco and Sabine S. Nooten and Jessie Lanterman Novotny and Agnes Birgitta Olin and Chris L. Organ and Kate L. Ostevik and Facundo Xavier Palacio and Matthieu Paquet and Darren James Parker and David J. Pascall and Valerie J. Pasquarella and John Harold Paterson and Ana Payo-Payo and Karen Marie Pedersen and Grégoire Perez and Kayla I. Perry and Patrice Pottier and Michael J. Proulx and Raphaël Proulx and Jessica L Pruett and Veronarindra Ramananjato and Finaritra Tolotra Randimbiarison and Onja H. Razafindratsima and Diana J. Rennison and Federico Riva and Sepand Riyahi and Michael James Roast and Felipe Pereira Rocha and Dominique G. Roche and Cristian Román-Palacios and Michael S. Rosenberg and Jessica Ross and Freya E. Rowland and Deusdedith Rugemalila and Avery L. Russell and Suvi Ruuskanen and Patrick Saccone and Asaf Sadeh and Stephen M. Salazar and Kris Sales and Pablo Salmón and Alfredo Sánchez-Tójar and Leticia Pereira Santos and Francesca Santostefano and Hayden T. Schilling and Marcus Schmidt and Tim Schmoll and Adam C. Schneider and Allie E. Schrock and Julia Schroeder and Nicolas Schtickzelle and Nick L. Schultz and Drew A. Scott and Michael Peter Scroggie and Julie Teresa Shapiro and Nitika Sharma and Caroline L. Shearer and Diego Simón and Michael I. Sitvarin and Fabrício Luiz Skupien and Heather Lea Slinn and Grania Polly Smith and Jeremy A. Smith and Rahel Sollmann and Kaitlin Stack Whitney and Shannon Michael Still and Erica F. Stuber and Guy F. Sutton and Ben Swallow and Conor Claverie Taff and Elina Takola and Andrew J. Tanentzap and Rocío Tarjuelo and Richard J. Telford and Christopher J. Thawley and Hugo Thierry and Jacqueline Thomson and Svenja Tidau and Emily M. Tompkins and Claire Marie Tortorelli and Andrew Trlica and Biz R. Turnell and Lara Urban and Stijn Van de Vondel and Jessica Eva Megan van der Wal and Jens Van Eeckhoven and Francis van Oordt and K. Michelle Vanderwel and Mark C. Vanderwel and Karen J. Vanderwolf and Juliana Vélez and Diana Carolina Vergara-Florez and Brian C. Verrelli and Marcus Vinícius Vieira and Nora Villamil and Valerio Vitali and Julien Vollering and Jeffrey Walker and Xanthe J. Walker and Jonathan A. Walter and Pawel Waryszak and Ryan J. Weaver and Ronja E. M. Wedegärtner and Daniel L. Weller and Shannon Whelan and Rachel Louise White and David William Wolfson and Andrew Wood and Scott W. Yanco and Jian D. L. Yen and Casey Youngflesh and Giacomo Zilio and Cédric Zimmer and Gregory Mark Zimmerman and Rachel A. Zitomer},
title = {Same data, different analysts: variation in effect sizes due to analytical decisions in ecology and evolutionary biology},
journal = {BMC Biology},
year = 2025,
volume = 23
}