Munafò M, Nosek BA, Bishop DVM, Button KS, Chambers C, du Sert NP, et al. A manifesto for reproducible science. Nat Hum Behav. 2017;1(1):1–9.
Baker M, Dolgin E. Cancer reproducibility project releases first results. Nat News. 2017;541(7637):269.
Borregaard MK, Hart EM. Towards a more reproducible ecology. Ecography. 2016;39(4):349–53.
Open Science Collaboration. Estimating the reproducibility of psychological science. Science [Internet]. 2015 Aug 28 [cited 2020 Jul 14];349(6251). Available from: https://science.sciencemag.org/content/349/6251/aac4716.
Drucker DJ. Never waste a good crisis: confronting reproducibility in translational research. Cell Metab. 2016;24(3):348–60.
Fanelli D. Negative results are disappearing from most disciplines and countries. Scientometrics. 2012;90(3):891–904.
Smaldino PE, McElreath R. The natural selection of bad science. R Soc Open Sci. 2016;3(9):160384.
John LK, Loewenstein G, Prelec D. Measuring the prevalence of questionable research practices with incentives for truth telling. Psychol Sci. 2012;23(5):524–32.
Moher D, Naudet F, Cristea IA, Miedema F, Ioannidis JPA, Goodman SN. Assessing scientists for hiring, promotion, and tenure. PLOS Biol. 2018;16(3):e2004089.
Moher D, Bouter L, Kleinert S, Glasziou P, Sham MH, Barbour V, et al. The Hong Kong principles for assessing researchers: fostering research integrity. PLOS Biol. 2020;18(7):e3000737.
Rice DB, Raffoul H, Ioannidis JPA, Moher D. Academic criteria for promotion and tenure in biomedical sciences faculties: cross sectional analysis of international sample of universities. BMJ. 2020;m2081.
Nosek BA, Alter G, Banks GC, Borsboom D, Bowman SD, Breckler SJ, et al. Promoting an open research culture. Science. 2015;348(6242):1422–5.
DORA—San Francisco Declaration on Research Assessment (DORA) [Internet]. [cited 2020 Aug 2]. Available from: https://sfdora.org/.
Plan S. Principles and Implementation|Plan S [Internet]. 2020 [cited 2020 Aug 2]. Available from: https://www.coalition-s.org/addendum-to-the-coalition-s-guidance-on-the-implementation-of-plan-s/principles-and-implementation/.
Aczel B, Szaszi B, Sarafoglou A, Kekecs Z, Kucharský Š, Benjamin D, et al. A consensus-based transparency checklist. Nat Hum Behav. 2020;4(1):4–6.
Allen C, Mehler DMA. Open Science challenges, benefits and tips in early career and beyond. 2019 [cited 2019 Apr 23]; Available from: https://osf.io/3czyt.
Button KS, Chambers CD, Lawrence N, Munafò MR. Grassroots training for reproducible science: a consortium-based approach to the empirical dissertation. Psychol Learn Teach. 2020;19(1):77–90.
Crüwell S, van Doorn J, Etz A, Makel MC, Moshontz H, Niebaum JC, et al. Seven easy steps to open science. Z Für Psychol. 2019;227(4):237–48.
DeBruine L, Barr D. Data Skills for Reproducible Science [Internet]. Zenodo; 2019 [cited 2020 Aug 2]. Available from: https://zenodo.org/record/3564555/export/csl#.XyaWvpNKh-W.
Etz A, Gronau QF, Dablander F, Edelsbrunner PA, Baribault B. How to become a Bayesian in eight easy steps: an annotated reading list. Psychon Bull Rev. 2018;25(1):219–34.
Kathawalla U-K, Silverstein P, Syed M. Easing Into Open Science: A Guide for Graduate Students and Their Advisors. 2020 May 8 [cited 2020 Jul 13]; Available from: https://psyarxiv.com/vzjdp/.
Klein O, Hardwicke TE, Aust F, Breuer J, Danielsson H, Mohr AH, et al. A practical guide for transparency in psychological science. Collabra Psychol. 2018;4(1):20.
McKiernan EC, Bourne PE, Brown CT, Buck S, Kenall A, Lin J, et al. How open science helps researchers succeed. eLife [Internet]. 2016 Jul 7 [cited 2019 Apr 23];5. Available from: https://elifesciences.org/articles/16800.
Sarabipour S, Debat HJ, Emmott E, Burgess SJ, Schwessinger B, Hensel Z. On the value of preprints: an early career researcher perspective. PLOS Biol. 2019;17(2):e3000151.
Abele-Brehm AE, Gollwitzer M, Steinberg U, Schönbrodt FD. Attitudes toward Open Science and public data sharing: a survey among members of the German Psychological Society. Soc Psychol. 2019;50(4):252–60.
Ali-Khan SE, Harris LW, Gold ER. Motivating participation in open science by examining researcher incentives. In: Rodgers PA, editor. eLife. 2017;6:e29319.
Houtkoop BL, Chambers C, Macleod M, Bishop DVM, Nichols TE, Wagenmakers E-J. Data sharing in psychology: a survey on barriers and preconditions. Adv Methods Pract Psychol Sci. 2018. https://doi.org/10.1177/2515245917751886.
Chin J, Zeiler K, Dilevski N, Holcombe A, Jeffries RG-, Bishop R, et al. The transparency of quantitative empirical legal research (2018–2020). 2021;38.
Wellcome. What researchers think about the culture they work in [Internet]. 2019 [cited 2020 Jun 3]. Available from: https://wellcome.ac.uk/reports/what-researchers-think-about-research-culture.
Poldrack RA. The costs of reproducibility. Neuron. 2019;101(1):11–4.
Fecher B, Friesike S, Hebing M. What drives academic data sharing? PLoS ONE. 2015;10(2):e0118053.
Levin N, Leonelli S, Weckowska D, Castle D, Dupré J. How do scientists define openness? Exploring the relationship between open science policies and research practice. Bull Sci Technol Soc. 2016;36(2):128–41.
Murray F. The Oncomouse that roared: hybrid exchange strategies as a source of distinction at the boundary of overlapping institutions. Am J Sociol. 2010;116(2):341–88.
Gross K, Bergstrom CT. Contest models highlight inherent inefficiencies of scientific funding competitions. PLoS Biol. 2019;17(1):e3000065.
Herbert DL, Barnett AG, Clarke P, Graves N. On the time spent preparing grant proposals: an observational study of Australian researchers. BMJ Open. 2013;3(5):e002800.
von Hippel T, von Hippel C. To apply or not to apply: a survey analysis of grant writing costs and benefits. PLoS ONE. 2015;10(3):e0118494.
Mayo N. Is paid research time a vanishing privilege for modern academics? [Internet]. Times Higher Education (THE). 2019 [cited 2020 Aug 2]. Available from: https://www.timeshighereducation.com/features/paid-research-time-vanishing-privilege-modern-academics.
Markowetz F. Five selfish reasons to work reproducibly. Genome Biol. 2015;16(1). https://doi.org/10.1186/s13059-015-0850-7.
Wagenmakers E-J, Dutilh G. Seven Selfish Reasons for Preregistration. APS Obs [Internet]. 2016 Oct 31 [cited 2020 Feb 5];29(9). Available from: https://www.psychologicalscience.org/observer/seven-selfish-reasons-for-preregistration.
Hammarfelt B. Recognition and reward in the academy: valuing publication oeuvres in biomedicine, economics and history. Aslib J Inf Manag. 2017;69(5):607–23.
Chambers C, Schönbrodt F. Recognising Open Research Practices in Hiring Policies: Modular Certification Initiative Modular Certification Initiative [Internet]. 2017. Available from: https://osf.io/qb7zm/?revision=5012.
Schönbrodt F, Mellor DT, Bergmann C, Penfold N, Westwood S, Lautarescu A, et al. Academic job offers that mentioned open science. 2018 Jan 18 [cited 2021 Nov 30]; Available from: https://osf.io/7jbnt/.
Open Science Framework. Badges to Acknowledge Open Practices [Internet]. OSF; 2013 [cited 2021 Nov 30]. Available from: https://osf.io/tvyxz/.
Colavizza G, Hrynaszkiewicz I, Staden I, Whitaker K, McGillivray B. The citation advantage of linking publications to research data. Wicherts JM, editor. PLoS ONE. 2020;15(4):e0230416.
Tennant JP, Waldner F, Jacques DC, Masuzzo P, Collister LB, Hartgerink ChrisHJ. The academic, economic and societal impacts of Open Access: an evidence-based review. F1000Research [Internet]. 2016 Sep 21 [cited 2020 Aug 3];5. Available from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4837983/.
Boland MR, Karczewski KJ, Tatonetti NP. Ten simple rules to enable multi-site collaborations through data sharing. PLOS Comput Biol. 2017;13(1):e1005278.
Lowndes JSS, Best BD, Scarborough C, Afflerbach JC, Frazier MR, O’Hara CC, et al. Our path to better science in less time using open data science tools. Nat Ecol Evol. 2017;1(6):1–7.
Piwowar HA, Priem J, Larivière V, Alperin JP, Matthias L, Norlander B, et al. The state of OA: a large-scale analysis of the prevalence and impact of Open Access articles. PeerJ [Internet]. 2018 Feb 13 [cited 2020 Aug 3];6. Available from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5815332/.
Cousijn H, Kenall A, Ganley E, Harrison M, Kernohan D, Lemberger T, et al. A data citation roadmap for scientific publishers. Sci Data. 2018;5(1):180259.
Quintana DS. A synthetic dataset primer for the biobehavioural sciences to promote reproducibility and hypothesis generation. In: Zaidi M, Büchel C, Bishop DVM, editors. eLife. 2020;9:e53275.
Schmidt B, Ross-Hellauer T, van Edig X, Moylan EC. Ten considerations for open peer review. F1000Research [Internet]. 2018 Jun 29 [cited 2020 Aug 4];7. Available from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6073088/.
Johansson MA, Reich NG, Meyers LA, Lipsitch M. Preprints: An underutilized mechanism to accelerate outbreak science. PLoS Med [Internet]. 2018 Apr 3 [cited 2020 Aug 4];15(4). Available from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5882117/.
Fraser N, Momeni F, Mayr P, Peters I. The effect of bioRxiv preprints on citations and altmetrics. Sci Commun Educ. 2019. https://doi.org/10.1101/673665.
Fu DY, Hughey JJ. Releasing a preprint is associated with more attention and citations for the peer-reviewed article. In: Rodgers P, Amaral O, editors. eLife. 2019;8:e52646.
Learn JR. What bioRxiv’s first 30,000 preprints reveal about biologists. Nature [Internet]. 2019 Jan 22 [cited 2020 Aug 17]; Available from: https://www.nature.com/articles/d41586-019-00199-6.
Stewart SLK, Rinke EM, McGarrigle R, Lynott D, Lautarescu A, Galizzi MM, et al. Pre-registration and registered reports: a primer from UKRN. 2019;5.
Hobson H. Registered reports are an ally to early career researchers. Nat Hum Behav. 2019;3(10):1010.
Nosek BA, Lakens D. Registered reports: a method to increase the credibility of published results. Soc Psychol. 2014;45(3):137–41.
Chambers C. What’s next for registered reports? Nature. 2019;573(7773):187–9.
Hummer LT, Singleton Thorn F, Nosek BA, Errington TM. Evaluating Registered Reports: A Naturalistic Comparative Study of Article Impact. 2017 Dec 4 [cited 2020 Aug 4]; Available from: https://osf.io/5y8w7.
van Dijk D, Manor O, Carey LB. Publication metrics and success on the academic job market. Curr Biol. 2014;24(11):R516–7.
Walker RL, Sykes L, Hemmelgarn BR, Quan H. Authors’ opinions on publication in relation to annual performance assessment. BMC Med Educ. 2010;10(1):21.
Faulkes Z. Resolving authorship disputes by mediation and arbitration. Res Integr Peer Rev. 2018;3(1):12.
Grove J. What can be done to resolve academic authorship disputes? [Internet]. Times Higher Education (THE). 2020 [cited 2020 Aug 4]. Available from: https://www.timeshighereducation.com/features/what-can-be-done-resolve-academic-authorship-disputes.
Wager E, Fiack S, Graf C, Robinson A, Rowlands I. Science journal editors’ views on publication ethics: results of an international survey. J Med Ethics. 2009;35(6):348–53.
Henriques R. Lab leaders must create open and safe spaces to improve research culture | Wellcome [Internet]. 2020 [cited 2020 Aug 18]. Available from: https://wellcome.ac.uk/news/lab-leaders-must-create-open-and-safe-spaces-improve-research-culture.
Leiserson CE, McVinney C. Lifelong learning: science professors need leadership training. Nat News. 2015;523(7560):279.
Noorden RV. Some hard numbers on science’s leadership problems. Nature. 2018;557(7705):294–6.
Marschke G, Nunez A, Weinberg BA, Yu H. Last place? The intersection of ethnicity, gender, and race in biomedical. AEA Pap Proc Am Econ Assoc. 2018;108(5):222–7.
Street JM, Rogers WA, Israel M, Braunack-Mayer AJ. Credit where credit is due? Regulation, research integrity and the attribution of authorship in the health sciences. Soc Sci Med 1982. 2010;70(9):1458–65.
Allen L, O’Connell A, Kiermer V. How can we ensure visibility and diversity in research contributions? How the Contributor Role Taxonomy (CRediT) is helping the shift from authorship to contributorship. Learn Publ. 2019;32(1):71–4.
Borenstein J, Shamoo AE. Rethinking authorship in the era of collaborative research. Account Res. 2015;22(5):267–83.
Brand A, Allen L, Altman M, Hlava M, Scott J. Beyond authorship: attribution, contribution, collaboration, and credit. Learn Publ. 2015;1:28.
Gaeta TJ. Authorship: “Law” and order. Acad Emerg Med. 1999;6(4):297–301.
International Committee of Medical Journal Editors. Defining the Role of Authors and Contributors [Internet]. 2020 [cited 2020 Aug 4]. Available from: http://www.icmje.org/recommendations/browse/roles-and-responsibilities/defining-the-role-of-authors-and-contributors.html.
Holcombe AO. Contributorship, not authorship: use CRediT to indicate who did what. Publications. 2019;7(3):48.
Holcombe AO. Farewell authors, hello contributors. Nature. 2019;571(7764):147–147.
CRediT – Contributor Roles Taxonomy [Internet]. [cited 2021 Nov 30]. Available from: https://credit.niso.org/.
Holcombe AO, Kovacs M, Aust F, Aczel B. Documenting contributions to scholarly articles using CRediT and tenzing. PLoS ONE. 2020;15(12):e0244611.
Holcombe AO, Kovacs M, Aust F, Aczel B. Tenzing: documenting contributorship using CRediT. 2020 Jul 13 [cited 2020 Aug 4]; Available from: https://osf.io/preprints/metaarxiv/b6ywe/.
Couture JL, Blake RE, McDonald G, Ward CL. A funder-imposed data publication requirement seldom inspired data sharing. In: Wicherts JM, editor. PLoS ONE. 2018;13(7):e0199789.
Digital Curation Centre. Overview of funders’ data policies | DCC [Internet]. 2020 [cited 2020 Aug 18]. Available from: https://www.dcc.ac.uk/guidance/policy/overview-funders-data-policies.
Alsheikh-Ali AA, Qureshi W, Al-Mallah MH, Ioannidis JPA. Public availability of published research data in high-impact journals. PLoS ONE. 2011;6(9):e24357.
Chan A-W, Song F, Vickers A, Jefferson T, Dickersin K, Gøtzsche PC, et al. Increasing value and reducing waste: addressing inaccessible research. Lancet Lond Engl. 2014;383(9913):257–66.
Godlee F, Groves T. The new BMJ policy on sharing data from drug and device trials. BMJ [Internet]. 2012 Nov 20 [cited 2020 Aug 4];345. Available from: https://www.bmj.com/content/345/bmj.e7888.
Harvard Dataverse [Internet]. [cited 2021 Dec 18]. Available from: https://dataverse.harvard.edu/.
Scientific Data [Internet]. Nature. [cited 2021 Dec 18]. Available from: https://www.nature.com/sdata/.
Welcome to DataCite [Internet]. [cited 2021 Dec 18]. Available from: https://datacite.org/.
Figshare—credit for all your research [Internet]. [cited 2021 Dec 18]. Available from: https://figshare.com/.
The Dataverse Project—Dataverse.org [Internet]. [cited 2021 Dec 18]. Available from: https://dataverse.org/home.
The Dryad Digiti Repository [Internet]. [cited 2021 Dec 18]. Available from: https://datadryad.org/stash/our_mission.
Neurodata Without Borders—The Kavli Foundation [Internet]. [cited 2021 Dec 18]. Available from: https://www.nwb.org/.
Popkin G. Data sharing and how it can benefit your scientific career. Nature. 2019;569(7756):445–7.
Royale S. Same Time Next Year: crunching PubMed data [Internet]. quantixed. 2020 [cited 2020 Aug 17]. Available from: https://quantixed.org/2020/05/08/same-time-next-year-crunching-pubmed-data/.
Van Noorden R. Open access: the true cost of science publishing. Nat News. 2013;495(7442):426.
ASAPbio. Funder policies [Internet]. ASAPbio. 2020 [cited 2020 Aug 18]. Available from: https://asapbio.org/funder-policies.
Sherpa Romeo. Welcome to Sherpa Romeo - v2.sherpa [Internet]. 2020 [cited 2020 Aug 18]. Available from: https://v2.sherpa.ac.uk/romeo/.
ASAPbio. Preprints are valid research outputs for REF2021 [Internet]. 2019 [cited 2020 Aug 4]. Available from: https://asapbio.org/preprints-valid-for-ref2021.
Transpose. Transpose: A database of journal policies on peer review, co-reviewing, and preprinting [Internet]. 2020 [cited 2020 Aug 18]. Available from: https://transpose-publishing.github.io/#/.
Department for Business, Energy & Industrial Strategy. UK Research and Development Roadmap [Internet]. 2020 [cited 2020 Aug 4]. Available from: https://www.gov.uk/government/publications/uk-research-and-development-roadmap/uk-research-and-development-roadmap.
Science C for O. Center for Open Science issues 29 grants to develop open tools and services to support scientific research [Internet]. [cited 2021 Dec 18]. Available from: https://www.cos.io/about/news/center-open-science-issues-29-grants-develop-open-tools-and-services-support-scientific-research.
Preregistration Challenge: Plan, Test, Discover. 2015 Apr 20 [cited 2021 Dec 18]; Available from: https://osf.io/x5w7h/.
Open Science (OS) Fund 2020/2021 | NWO [Internet]. [cited 2021 Dec 18]. Available from: https://www.nwo.nl/en/calls/open-science-os-fund-2020/2021.
Award – Einstein Foundation Berlin [Internet]. [cited 2022 Feb 25]. Available from: https://www.einsteinfoundation.de/en/award/.
Fostering Responsible Research Practices - ZonMw [Internet]. [cited 2021 Dec 18]. Available from: https://www.zonmw.nl/en/research-and-results/fundamental-research/programmas/programme-detail/fostering-responsible-research-practices/.
Horizon Europe [Internet]. European Commission - European Commission. [cited 2021 Dec 18]. Available from: https://ec.europa.eu/info/research-and-innovation/funding/funding-opportunities/funding-programmes-and-open-calls/horizon-europe_en.
Open Science Award | Organization for Human Brain Mapping [Internet]. [cited 2021 Dec 18]. Available from: https://www.humanbrainmapping.org/i4a/pages/index.cfm?pageid=3962.
Credibility in neuroscience to be championed through new BNA prize | News | The British Neuroscience Association [Internet]. [cited 2021 Dec 18]. Available from: https://www.bna.org.uk/mediacentre/news/credibility-in-neuroscience-to-be-championed-through-new-bna-prize/.
Leamer-Rosenthal Prizes Nomination Process [Internet]. Berkeley Initiative for Transparency in the Social Sciences. 2015 [cited 2021 Dec 18]. Available from: https://www.bitss.org/lr-prizes/leamer-rosenthal-prizes-nomination-process/.
Mozilla. Seeking Projects at the Intersection of Openness and Science [Internet]. Read, Write, Participate. 2019 [cited 2021 Dec 18]. Available from: https://medium.com/read-write-participate/seeking-projects-at-the-intersection-of-openness-and-science-3f2dd5a1fa00.
Funding Opportunities [Internet]. National Institutes of Health (NIH). [cited 2021 Dec 18]. Available from: https://www.nih.gov/research-training/rigor-reproducibility/funding-opportunities.
Ethical and Responsible Research (ER2)|Beta site for NSF - National Science Foundation [Internet]. [cited 2021 Dec 18]. Available from: https://beta.nsf.gov/funding/opportunities/ethical-and-responsible-research-er2.
Max-Delbrück-Centrum BI für G-C und. NULL and Replication - BIH at Charité [Internet]. [cited 2021 Dec 18]. Available from: https://www.bihealth.org/en/translation/innovation-enabler/quest-center/calls-and-awards/quest-calls-and-awards/null-and-replication.
Shuttleworth Foundation—Applications [Internet]. The Shuttleworth Foundation. [cited 2021 Dec 18]. Available from: https://shuttleworthfoundation.org/apply/.
Open access funding and reporting [Internet]. [cited 2021 Dec 18]. Available from: https://www.ukri.org/manage-your-award/publishing-your-research-findings/open-access-funding-and-reporting/.
Research Enrichment – Public Engagement | Grant Funding [Internet]. Wellcome. [cited 2021 Dec 18]. Available from: https://wellcome.org/grant-funding/schemes/research-enrichment-public-engagement.
Wellcome Data Prizes [Internet]. Wellcome. [cited 2021 Dec 18]. Available from: https://wellcome.org/what-we-do/our-work/data-science-and-health-trustworthy-data-science/wellcome-data-prizes.
Munafò M, Chambers C, Collins A, Fortunato L, Macleod M. Research culture and reproducibility. Trends Cogn Sci. 2020;24(2):91–3.