Nine quick tips for open meta-analyses

被引:0
|
作者
Moreau, David [1 ]
Wiebels, Kristina [1 ]
机构
[1] Univ Auckland, Sch Psychol, Auckland, New Zealand
关键词
REGISTERED-REPORTS; OPEN ACCESS; TRANSPARENCY; AVAILABILITY;
D O I
10.1371/journal.pcbi.1012252
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Open science principles are revolutionizing the transparency, reproducibility, and accessibility of research. Meta-analysis has become a key technique for synthesizing data across studies in a principled way; however, its impact is contingent on adherence to open science practices. Here, we outline 9 quick tips for open meta-analyses, aimed at guiding researchers to maximize the reach and utility of their findings. We advocate for outlining preregistering clear protocols, opting for open tools and software, and the use of version control systems to ensure transparency and facilitate collaboration. We further emphasize the importance of reproducibility, for example, by sharing search syntax and analysis scripts, and discuss the benefits of planning for dynamic updating to enable living meta-analyses. We also recommend publication in open-access formats, as well as open data, open code, and open access publication. We close by encouraging active promotion of research findings to bridge the gap between complex syntheses and public discourse, and provide a detailed submission checklist to equip researchers, reviewers and journal editors with a structured approach to conducting and reporting open meta-analyses.
引用
收藏
页数:14
相关论文
共 50 条
  • [21] Megatrials and meta-analyses
    Carné, X
    METHODS AND FINDINGS IN EXPERIMENTAL AND CLINICAL PHARMACOLOGY, 2001, 23 (06): : 289 - 289
  • [22] Reality and meta-analyses
    Machtay, M
    Kaiser, LR
    Glatstein, E
    CHEST, 2000, 118 (03) : 835 - 836
  • [23] Effect of reporting bias on meta-analyses of drug trials: reanalysis of meta-analyses
    Hart, Beth
    Lundh, Andreas
    Bero, Lisa
    BMJ-BRITISH MEDICAL JOURNAL, 2012, 344
  • [24] NUTS AND BOLTS OF SYSTEMATIC REVIEWS AND META-ANALYSES, INCLUDING NETWORK META-ANALYSES
    Juni, P.
    OSTEOARTHRITIS AND CARTILAGE, 2019, 27 : S20 - S20
  • [25] Treatment of eating disorders: A systematic meta-review of meta-analyses and network meta-analyses
    Monteleone, Alessio Maria
    Pellegrino, Francesca
    Croatto, Giovanni
    Carfagno, Marco
    Hilbert, Anja
    Treasure, Janet
    Wade, Tracey
    Bulik, Cynthia M.
    Zipfel, Stephan
    Hay, Phillipa
    Schmidt, Ulrike
    Castellini, Giovanni
    Favaro, Angela
    Fernandez-Aranda, Fernando
    Shin, Jae Il
    Voderholzer, Ulrich
    Ricca, Valdo
    Moretti, Davide
    Busatta, Daniele
    Abbate-Daga, Giovanni
    Ciullini, Filippo
    Cascino, Giammarco
    Monaco, Francesco
    Correll, Christoph U.
    Solmi, Marco
    NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2022, 142
  • [26] Nine quick tips for efficient bioinformatics curriculum development and training
    McClatchy, Susan
    Bass, Kristin M.
    Gatti, Daniel M.
    Moylan, Adam
    Churchill, Gary
    PLOS COMPUTATIONAL BIOLOGY, 2020, 16 (07)
  • [27] A meta-analysis of meta-analyses
    Sigman, Mark
    FERTILITY AND STERILITY, 2011, 96 (01) : 11 - 14
  • [28] Individual participant data meta-analyses compared with meta-analyses based on aggregate data
    Smith, Catrin Tudur
    Marcucci, Maura
    Nolan, Sarah J.
    Iorio, Alfonso
    Sudell, Maria
    Riley, Richard
    Rovers, Maroeska M.
    Williamson, Paula R.
    COCHRANE DATABASE OF SYSTEMATIC REVIEWS, 2016, (09):
  • [29] Individual participant data meta-analyses compared with meta-analyses based on aggregate data
    Catrin Tudur Smith
    James Oyee
    Maura Marcucci
    Maroeska Rovers
    Alfonso Iorio
    Richard Riley
    Paula Williamson
    Mike Clarke
    Trials, 12 (Suppl 1)
  • [30] The statistical significance of meta-analyses is frequently fragile: definition of a fragility index for meta-analyses
    Atal, Ignacio
    Porcher, Raphael
    Boutron, Isabelle
    Ravaud, Philippe
    JOURNAL OF CLINICAL EPIDEMIOLOGY, 2019, 111 : 32 - 40