Open Science in publishing and spreading knowledge
07/05/2025
SciLifeLab Training Hub
Ineke Luijten, PhD
How to implement Open Science
The Open Science workflow
Plan &
Design
Collect &
Analyse
Publish &
Spread
Access &
Reuse
Evaluate &
Build
Communicate & Involve
Reuse data from data repositories
Use open-source software for method documentation & data analysis
Publish preprints
Publish Open Access
Publish all research outputs
Practice Open peer review
Deposit all outputs in open repositories
Use open licensing
Attach persistent identifiers
Add rich metadata
Use responsible research metrics
Adopt qualitative research assessment
Track Open Science contributions
Share key insights through (social) media
Encourage Citizen Science
Turn research into MOOCs or OERs
Preregister hypotheses, study protocols, analysis
workflows
Create a data management plan
How to implement Open Science
The Open Science workflow
Plan &
Design
Collect &
Analyse
Publish &
Spread
Access &
Reuse
Evaluate &
Build
Communicate & Involve
Reuse data from data repositories
Use open-source software for method documentation & data analysis
Publish preprints
Publish Open Access
Publish all research outputs
Practice Open peer review
Deposit all outputs in open repositories
Use open licensing
Attach persistent identifiers
Add rich metadata
Use responsible research metrics
Adopt qualitative research assessment
Track Open Science contributions
Share key insights through (social) media
Encourage Citizen Science
Turn research into MOOCs or OERs
Preregister hypotheses, study protocols, analysis
workflows
Create a data management plan
Academic publishing: the facts
Publish &
Spread
Academic publishing: the facts
Publish &
Spread
MentiMeter:
How many scholarly journals are there globally?
Academic publishing: the facts
Publish &
Spread
MentiMeter:
How many articles are published per year?
Academic publishing: the facts
Publish &
Spread
MentiMeter:
What is the estimated annual value of the academic publishing industry?
Current academic publishing practices -
How did we get here?
Publish &
Spread
Letters were shared between many scientists
Birth of the academic journal (1665)
Journals in specialized fields appeared
Publishing mainly through learned societies
Focus on disseminating knowledge rather than profit
1850-1930
Professionalization
Printing technology improved
Scientific societies struggled financially
1842 - Springer founded
1869 - Nature founded
1880 - Elsevier founded
1880 - Science founded
Commercialization
1930-1970
Scientific boom
1951 - Pergamon Press founded. Managed peer review, printing, distribution.
Profited by selling subscriptions to libraries, took copyright of work
Journal proliferation
1700-1850
1600-1700
Slow & informal
Scientific communication via self-published books/pamphlets or personal letters.
Pre-1600s
Commercialization
1970-1990
Scientists begin to share
Gatekeeping
1974 - Cell founded. Introduced editorial selectivity.
Impact factor widely adopted
1991 - Pergamon sold to Elsevier
“Serials crisis”
1600
1700
1800
1900
2000
2100
Year
Current academic publishing practices -
How did we get here?
Publish &
Spread
Letters were shared between many scientists
Birth of the academic journal (1665)
Journals in specialized fields appeared
Publishing mainly through learned societies
Focus on disseminating knowledge rather than profit
1850-1930
Professionalization
Printing technology improved
Scientific societies struggled financially
1842 - Springer founded
1869 - Nature founded
1880 - Elsevier founded
1880 - Science founded
Commercialization
1930-1970
Scientific boom
1951 - Pergamon Press founded. Managed peer review, printing, distribution.
Profited by selling subscriptions to libraries, took copyright of work
Journal proliferation
1700-1850
1600-1700
Slow & informal
Scientific communication via self-published books/pamphlets or personal letters.
Pre-1600s
Commercialization
1970-1990
Scientists begin to share
Gatekeeping
1974 - Cell founded. Introduced editorial selectivity.
Impact factor widely adopted
1991 - Pergamon sold to Elsevier
“Serials crisis”
1600
1700
1800
1900
2000
2100
Year
Current academic publishing practices -
How did we get here?
Publish &
Spread
Letters were shared between many scientists
Birth of the academic journal (1665)
Journals in specialized fields appeared
Publishing mainly through learned societies
Focus on disseminating knowledge rather than profit
1850-1930
Professionalization
Printing technology improved
Scientific societies struggled financially
1842 - Springer founded
1869 - Nature founded
1880 - Elsevier founded
1880 - Science founded
Commercialization
1930-1970
Scientific boom
1951 - Pergamon Press founded. Managed peer review, printing, distribution.
Profited by selling subscriptions to libraries, took copyright of work
Journal proliferation
1700-1850
1600-1700
Slow & informal
Scientific communication via self-published books/pamphlets or personal letters.
Pre-1600s
Commercialization
1970-1990
Scientists begin to share
Gatekeeping
1974 - Cell founded. Introduced editorial selectivity.
Impact factor widely adopted
1991 - Pergamon sold to Elsevier
“Serials crisis”
1600
1700
1800
1900
2000
2100
Year
Current academic publishing practices -
How did we get here?
Publish &
Spread
Letters were shared between many scientists
Birth of the academic journal (1665)
Journals in specialized fields appeared
Publishing mainly through learned societies
Focus on disseminating knowledge rather than profit
1850-1930
Professionalization
Printing technology improved
Scientific societies struggled financially
1842 - Springer founded
1869 - Nature founded
1880 - Elsevier founded
1880 - Science founded
Commercialization
1930-1970
Scientific boom
1951 - Pergamon Press founded. Managed peer review, printing, distribution.
Profited by selling subscriptions to libraries, took copyright of work
Journal proliferation
1700-1850
1600-1700
Slow & informal
Scientific communication via self-published books/pamphlets or personal letters.
Pre-1600s
Commercialization
1970-1990
Scientists begin to share
Gatekeeping
1974 - Cell founded. Introduced editorial selectivity.
Impact factor widely adopted
1991 - Pergamon sold to Elsevier
“Serials crisis”
1600
1700
1800
1900
2000
2100
Year
Current academic publishing practices -
How did we get here?
Publish &
Spread
Letters were shared between many scientists
Birth of the academic journal (1665)
Journals in specialized fields appeared
Publishing mainly through learned societies
Focus on disseminating knowledge rather than profit
1850-1930
Professionalization
Printing technology improved
Scientific societies struggled financially
1842 - Springer founded
1869 - Nature founded
1880 - Elsevier founded
1880 - Science founded
Commercialization
1930-1970
Scientific boom
1951 - Pergamon Press founded. Managed peer review, printing, distribution.
Profited by selling subscriptions to libraries, took copyright of work
Journal proliferation
1700-1850
1600-1700
Slow & informal
Scientific communication via self-published books/pamphlets or personal letters.
Pre-1600s
Commercialization
1970-1990
Scientists begin to share
Gatekeeping
1974 - Cell founded. Introduced editorial selectivity.
Impact factor widely adopted
1991 - Pergamon sold to Elsevier
“Serials crisis”
1600
1700
1800
1900
2000
2100
Year
Current academic publishing practices -
How did we get here?
Publish &
Spread
Letters were shared between many scientists
Birth of the academic journal (1665)
Journals in specialized fields appeared
Publishing mainly through learned societies
Focus on disseminating knowledge rather than profit
1850-1930
Professionalization
Printing technology improved
Scientific societies struggled financially
1842 - Springer founded
1869 - Nature founded
1880 - Elsevier founded
1880 - Science founded
Commercialization
1930-1970
Scientific boom
1951 - Pergamon Press founded. Managed peer review, printing, distribution.
Profited by selling subscriptions to libraries, took copyright of work
Journal proliferation
1700-1850
1600-1700
Slow & informal
Scientific communication via self-published books/pamphlets or personal letters.
Pre-1600s
Commercialization
1970-1990
Scientists begin to share
Gatekeeping
1974 - Cell founded. Introduced editorial selectivity.
Impact factor widely adopted
1991 - Pergamon sold to Elsevier
1600
1700
1800
1900
2000
2100
Year
Subscription-fee based publishing
Publish &
Spread
Funder finances research
Scientist writes article
2
3
Taxpayer pays taxes
1
Adjusted from: Wikimedia Commons contributors, 'File:Scholarly Publishing - Gold Open Access chart.png', Wikimedia Commons, 6 April 2023. CC BY 4.0
Subscription-fee based publishing
Publish &
Spread
Funder finances research
Scientist writes article
Scientist sends article to publisher
Publisher may reject article
2
3
4
5
Publisher may forward article for peer review
5
Accepted/rejected/revision
6
Taxpayer pays taxes
1
Adjusted from: Wikimedia Commons contributors, 'File:Scholarly Publishing - Gold Open Access chart.png', Wikimedia Commons, 6 April 2023. CC BY 4.0
Subscription-fee based publishing
Publish &
Spread
Funder finances research
Scientist writes article
Scientist sends article to publisher
Publisher may reject article
2
3
4
5
Publisher may forward article for peer review
5
Accepted/rejected/revision
6
Article published. Publisher has copyright
7
Taxpayer pays taxes
1
Adjusted from: Wikimedia Commons contributors, 'File:Scholarly Publishing - Gold Open Access chart.png', Wikimedia Commons, 6 April 2023. CC BY 4.0
Subscription-fee based publishing
Publish &
Spread
Funder finances research
Scientist writes article
Scientist sends article to publisher
Publisher may reject article
2
3
4
5
Publisher may forward article for peer review
5
Accepted/rejected/revision
6
Article published. Publisher has copyright
7
Scientist pays for access
8
Libraries pay for access
8
Taxpayer pays for access
8
Taxpayer pays taxes
1
Adjusted from: Wikimedia Commons contributors, 'File:Scholarly Publishing - Gold Open Access chart.png', Wikimedia Commons, 6 April 2023. CC BY 4.0
Subscription-fee based publishing
Publish &
Spread
Funder finances research
Scientist writes article
Scientist sends article to publisher
Publisher may reject article
2
3
4
5
Publisher may forward article for peer review
5
Accepted/rejected/revision
6
Article published. Publisher has copyright
7
Scientist pays for access
8
Libraries pay for access
8
Taxpayer pays for access
8
Taxpayer pays taxes
1
Adjusted from: Wikimedia Commons contributors, 'File:Scholarly Publishing - Gold Open Access chart.png', Wikimedia Commons, 6 April 2023. CC BY 4.0
>799M SEK in 2023
Subscription-fee based publishing:
Pros and cons
Publish &
Spread
What are some pros and cons associated with
subscription-fee based publishing?
Pros
Publish &
Spread
Cons
Publish &
Spread
7. Lack of transparency in peer review�
The birth of Open Access
Publish &
Spread
Budapest Open Access Initiative (2002):
By “open access” to this literature, we mean its free availability on the public internet, permitting any users to read, download, copy, distribute, print, search, or link to the full texts of these articles, crawl them for indexing, pass them as data to software, or use them for any other lawful purpose, without financial, legal, or technical barriers other than those inseparable from gaining access to the internet itself. The only constraint on reproduction and distribution, and the only role for copyright in this domain, should be to give authors control over the integrity of their work and the right to be properly acknowledged and cited.
Budapest Open Access Initiative. 2002. Read the Budapest Open Access Initiative. February 14, 2002. https://www.budapestopenaccessinitiative.org/read
Green Open Access
Publish &
Spread
Adjusted from: Wikimedia Commons contributors, 'File:Scholarly Publishing - Gold Open Access chart.png', Wikimedia Commons, 6 April 2023. CC BY 4.0
Funder finances research
Scientist writes article
Scientist sends article to publisher
Publisher may reject article
2
3
4
5
Publisher may forward article for peer review
5
Accepted/rejected/revision
6
Article published. Publisher usually has copyright
7
Scientist publishes pre-typeset version in public repository
7
Libraries free access after embargo-period
8
Taxpayer free access after embargo period
8
Taxpayer pays taxes
1
arXiv
SSRN
DiVA
SwePub
Publishers respond:
Gold open access
Publish &
Spread
Adjusted from: Wikimedia Commons contributors, 'File:Scholarly Publishing - Gold Open Access chart.png', Wikimedia Commons, 6 April 2023. CC BY 4.0
Funder finances research
Scientist writes article
Scientist sends article to publisher
Publisher may reject article
2
3
4
5
Publisher may forward article for peer review
5
Accepted/rejected/revision
6
Article published. Author usually has copyright
8
Scientist pays APCs for publication and OA
7
Libraries free access
9
Taxpayer free access
9
Taxpayer pays taxes
1
Publishers respond:
Hybrid ‘open access’
Publish &
Spread
)
Funder finances research
Scientist writes article
Scientist sends article to publisher
Publisher may reject article
2
3
4
5
Publisher may forward article for peer review
5
Accepted/rejected/revision
6
Article published. Publisher has copyright
8
Scientist pays for access OR APCs for OA
7
Libraries pay for access if no OA
9
Taxpayer pays for access if no OA
9
Taxpayer pays taxes
1
Adjusted from: Wikimedia Commons contributors, 'File:Scholarly Publishing - Gold Open Access chart.png', Wikimedia Commons, 6 April 2023. CC BY 4.0
(
(
)
Publishers respond:
Bronze ‘open access’
Publish &
Spread
)
Adjusted from: Wikimedia Commons contributors, 'File:Scholarly Publishing - Gold Open Access chart.png', Wikimedia Commons, 6 April 2023. CC BY 4.0
(
(
)
Funder finances research
Scientist writes article
Scientist sends article to publisher
Publisher may reject article
2
3
4
5
Publisher may forward article for peer review
5
Accepted/rejected/revision
6
Article published, temporarily free on publishers’ website. No clear open license attached
7
Scientist may pay for access
8
Libraries may pay for access
8
Taxpayer may pay for access
8
Taxpayer pays taxes
1
(
)
University and funder mandates
Publish &
Spread
2008: Harvard’s Open Access mandate
post-peer-review, pre-publication scholarly articles written by Harvard researchers will automatically be licensed to the university and published on the university’s institutional repository, unless researchers opt out. �
2012: Governments and funders begin to require OA�Wellcome Trust: all funded research be OA within 6 months
NIH: all funded research deposited in PubMed Central
European Commission: Horizon 2020 includes mandatory open access for research outputs
VR & Formas: encouraging/requiring OA for funded research
2012: Start of ‘academic spring’�Rising rebellion among researchers fed up with exploitative publishing systems
Cost of Knowledge campaign to boycott Elsevier
Public protests:
Black open access
Publish &
Spread
Adjusted from: Wikimedia Commons contributors, 'File:Scholarly Publishing - Gold Open Access chart.png', Wikimedia Commons, 6 April 2023. CC BY 4.0
Funder finances research
Scientist writes article
Scientist sends article to publisher
Publisher may reject article
2
3
4
5
Publisher may forward article for peer review
5
Accepted/rejected/revision
6
Article published. Publisher may have copyright
7
Scientist free access
8
Libraries free access
8
Taxpayer publishes pirated version in public repository
7
Taxpayer pays taxes
1
Sci-Hub
LibGen
Plan S
Publish &
Spread
From Plan S (2018):
With effect from 2021, all scholarly publications on the results from research funded by public or private grants provided by national, regional and international research councils and funding bodies, must be published in Open Access Journals, on Open Access Platforms, or made immediately available through Open Access Repositories without embargo.”
What is allowed:
Fully Open Access Journals or Platforms (Gold OA with CC BY license) - APCs capped and supported by funders
Repositories (Green OA) – accepted manuscripts must be deposited immediately with no embargo.
Transformative Agreements or Journals – subscription journals transitioning to OA under formal agreements.
Diamant open access
Publish &
Spread
Adjusted from: Wikimedia Commons contributors, 'File:Scholarly Publishing - Gold Open Access chart.png', Wikimedia Commons, 6 April 2023. CC BY 4.0
Funder finances research
Scientist writes article
Scientist sends article to publisher
Publisher may reject article
2
3
4
5
Publisher may forward article for peer review
5
Accepted/rejected/revision
6
Article published. Author has copyright
7
Scientist free access
Libraries free access
8
Taxpayer free access
8
Taxpayer pays taxes
1
8
Quiz time!
Publish &
Spread
Guess the OA model!
MentiMeter:
Q1: A researcher uploads the accepted manuscript of their article to their university's repository, even though it was published in a subscription-based journal. There's a link to the PDF, but it's not the final formatted version.
Quiz time!
Publish &
Spread
Guess the OA model!
MentiMeter:
Q2: A journal article is free to read on the publisher’s website, but there’s no open license, and it's unclear whether it will stay openly available over time.
Quiz time!
Publish &
Spread
Guess the OA model!
MentiMeter:
Q3: A research article is published in a fully open access journal that charges authors a publication fee. It’s available under a CC BY license and hosted on the publisher's website.
How to implement Open Science
Publish &
Spread
How to implement Open Science
Publish &
Spread
The Open Science workflow
Publish &
Spread
Write collaboratively
Use group libraries for reference management
Publish preprints
Publish Open Access
Publish all research outputs
Practice Open peer review
Openness in writing
Publish &
Spread
Collaborative Writing�What: Multiple researchers jointly developing scientific documents
Why: Enables co-authorship transparency and version control
How: Google Docs (ubiquitous, reference management plugins)
Overleaf (collaborative online LaTeX editing, Github integration)
Manubot (write in markdown, Github integration, automated citation management)
Authorea (rich text or LaTex, version control) �
Reference Management�What: Open organization and handling of bibliographic information
Why: Ensures traceable, sharable bibliographies
How: Zotero (Open source, free, group libraries)
OpenCitations (makes citation data machine-readable, enabling analysis and reuse)
Image Chat Citation by Katarina Ilic Noun Project CC-BY 3.0
Openness in publishing
Publish &
Spread
Publishing preprints�What: Posting manuscript drafts publicly before peer-review
Why: Enables early feedback and visibility
How: bioRxiv, medRxiv, arXiv, PsyArXiv, SocArXiv, EarthArXiv
OSF Preprints
PrePubMed, Europe PMC
Publishing Open Access�What: Making peer-reviewed publications freely accessible under permissive licenses
Why: Ensures accessibility and reusability
How: Directory of Open Access Journals (DOAJ) (for vetted OA journals)
Think. Check. Submit. (assess journal transparency and trustworthiness)
Image by Visual Haven Noun Project CC-BY 3.0
Image by Maria AG Noun Project CC-BY 3.0
Openness in peer review
Publish &
Spread
Practicing open peer review
What: Disclosing reviewer identities, publishing review reports, or allowing public participation in the review
Why: Increases transparency, accountability, and recognition
Open identities, Open reports, Open participation, Open interaction
How: PREreview (collaborative preprint reviews)
F1000Research, PeerJ, eLife, Open Research Europe (offer open peer review)
Review Commons (journal-agnostic peer reviews)
PubPeer (post-publication discussion and critique)
Publons (record and get credit for your reviews)
Image Peer review by Ragil Heru Fitriyan Noun Project CC-BY 3.0
How to implement Open Science
Publish &
Spread
The Open Science workflow
Publish &
Spread
Does this mean that I should always publish everything open? Is openness always possible? What about sensitive data?