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Open Science in publishing and spreading knowledge

07/05/2025

SciLifeLab Training Hub

Ineke Luijten, PhD

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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

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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

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Academic publishing: the facts

Publish &

Spread

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Academic publishing: the facts

Publish &

Spread

MentiMeter:

How many scholarly journals are there globally?

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Academic publishing: the facts

Publish &

Spread

MentiMeter:

How many articles are published per year?

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Academic publishing: the facts

Publish &

Spread

MentiMeter:

What is the estimated annual value of the academic publishing industry?

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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

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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

10 of 39

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

11 of 39

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

12 of 39

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

13 of 39

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

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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

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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

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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

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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

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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

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Subscription-fee based publishing:

Pros and cons

Publish &

Spread

What are some pros and cons associated with

subscription-fee based publishing?

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Pros

Publish &

Spread

  1. High-impact journals have established quality control and prestige

  • Financial stability for publishers

  • No direct cost for the researcher, therefore accessible to underfunded researchers

  • Libraries can benefit from bundled deals

  • Can keep specialized, niche journals afloat

  • Professional production services

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Cons

Publish &

Spread

  • Publicly funded research is not publicly accessible

  • Unsustainable subscription costs (‘serials crisis’)

  • Barriers to knowledge sharing and global inequity

  • Exploitation of academic labor

  • Delays and bottlenecks in knowledge dissemination

  • Restrictive licensing and reuse barriers

7. Lack of transparency in peer review

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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

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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

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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

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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

(

(

)

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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

(

)

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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 OAWellcome 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

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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

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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.

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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

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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.

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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.

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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.

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How to implement Open Science

Publish &

Spread

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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

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Openness in writing

Publish &

Spread

Collaborative WritingWhat: 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 ManagementWhat: 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

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Openness in publishing

Publish &

Spread

Publishing preprintsWhat: 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 AccessWhat: 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

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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

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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?