# Same data, different analysts: variation in effect sizes due to analytical decisions in ecology and evolutionary biology

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/same-data-different-analysts-variation-in-effect-sizes-due-to-analytical/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Elliot Gould,Hannah Fraser,Timothy Parker,Shinichi Nakagawa,Simon C. Griffith,Peter A. Vesk,Fiona Fidler,Daniel G. Hamilton,Robin N. Abbey-Lee,Jessica K. Abbott,Luis Alejandro Aguirre,Carles Alcaráz,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 G. Bertram,Peter D. Billman,Charlie Blake,S. F. Blake,Louis Bliard,Andrea Bonisoli‐Alquati,Timothée Bonnet,Camille Bordes,Aneesh P. H. Bose,Thomas Botterill‐James,Melissa Anna Boyd,Sarah A. Boyle,Tom Bradfer‐Lawrence,Jennifer Bradham,Jack A. Brand,Martin Brengdahl,Martin Bulla,Luc F. Bussière,Ettore Camerlenghi,Sara E. Campbell,Leonardo Leite Ferraz de Campos,Anthony Caravaggi,Pedro Cardoso,Charles J. W. Carroll,Therese A. Catanach,Xuan Chen,Heung Ying Janet Chik,Emily S. Choy,Alec Philip Christie,Angela Chuang,Amanda J. Chunco,Bethany L. Clark,Andrea Contina,Garth A. Covernton,Murray P. Cox,Kimberly Cressman,Marco Crotti,Connor D. Crouch,Pietro B. D’Amelio,Alexandra A. de Sousa,Timm F. Döbert,Ralph Dobler,A. Dobson,Tim S. Doherty,Szymon M. Drobniak,Alexandra G. Duffy,Alison B. Duncan,Robert P. Dunn,Jamie Dunning,Trishna Dutta,Luke Eberhart-Hertel,Jared A. Elmore,Mahmoud Medhat Elsherif,Holly M. English,David C. Ensminger,Uli Ernst,Stephen M. Ferguson,Esteban Fernández‐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 Gandy,Dustin Gannon,Ana I. García‐Cervigón,Alexis Garretson,Xuezhen Ge,William L. Geary,Charly Géron,Marc Gilles |
| Citations | 52 |
| DOI | 10.1186/s12915-024-02101-x |
| Fields | Computer Science,Decision Sciences,Environmental Science |
| Open Access | true |
| OA Status | gold |
| OA URL | https://link.springer.com/content/pdf/10.1186/s12915-024-02101-x.pdf |
| OpenAlex ID | https://openalex.org/W4407194079 |
| PMID | 39915771 |
| Type | article |
| Year | 2025 |

## Paper authors

- [Daniel G. Hamilton](https://scholariq.org/researchers/daniel-g-hamilton/)

## Paper primary topic

- [Species Distribution and Climate Change](https://scholariq.org/topics/species-distribution-and-climate-change/)

## Paper topics

- [Species Distribution and Climate Change](https://scholariq.org/topics/species-distribution-and-climate-change/)
- [Data Analysis with R](https://scholariq.org/topics/data-analysis-with-r/)
- [Meta-analysis and systematic reviews](https://scholariq.org/topics/meta-analysis-and-systematic-reviews/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.