Open access

Use the mouse wheel or two fingers (on touchscreens) to zoom in and out of the map.

Map view:

Zoom: 100%

More settings

Connection length 100% Label size 100% Node size 100% Line width 100% Label width 100%

Export map as:

Open access topic overview

The analysis highlights History and Science as prominent areas in the source structure around Open access.

Related topics: 222
Source areas: 10
Connected nodes: 232
Extracted relationships: 148
Related term clusters: 65
Bridge connections: 232

What this topic covers Research coverage

Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.

Overview · 114 topics

By country · 22 topics

Infrastructure · 21 topics

Effects on scholarly publishing · 18 topics

Features · 16 topics

Definitions · 9 topics

Policies and mandates · 9 topics

History · 8 topics

Motivations · 4 topics

Inequality and open access · 1 topics

Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.

Start with your topic. Discover where to go next.

Explore different angles and find fresh ideas to shape your next piece of content.

Open access

3Government grant · Scholarly Publishing and Academic Resources Coalition · Association of Research Libraries

3Scopus · European Commission · G20

3ROAR Registry of Open Access Repositories · SHERPA/RoMEO · Institutional repositories

3Copyright · Gratis versus libre · Open license

9Subscription business model · Pay-per-view · Author fees

Explore all related topics Closing gaps

Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.

Overview

Definitions

Features

Motivations

History

Effects on scholarly publishing

Policies and mandates

Inequality and open access

University of Florida

For the semantics nerds

You can skip this section if you’re here for content ideas and keyword inspiration.

Advanced semantic analysis

How Open access connects Entity context

The extracted context around Open access shows recurring relationship patterns in the source. For example, Open access → Advantages, Annual Reviews, Another, BioMed Central, Frontiers, Hindawi Publishing Corporation, MDPI, One, Open, PLOS, Public Library, Reactions, Science, Since, Subscribe Another extracted example is Open access → AHSCI, Another, Directory, European Commission, February, Gold Open Access, In August, Max Planck Society, Open Access Journals, SCI, Scopus, SSCI, Various. Use these groups to spot repeated connection types before inspecting the individual relationships.

Top relations

related to Funding · 15

Open access → Advantages, Annual Reviews, Another, BioMed Central, Frontiers, Hindawi Publishing Corporation, MDPI, One, Open, PLOS, Public Library, Reactions, Science, Since, Subscribe

related to Extent · 13

Open access → AHSCI, Another, Directory, European Commission, February, Gold Open Access, In August, Max Planck Society, Open Access Journals, SCI, Scopus, SSCI, Various

has impact · 11

Open access → DORA, International Mathematical Union, JIF, Journal, Leiden Manifesto, OA, Open, Plan, Research Assessment, San Francisco Declaration, Since

related to Compliance · 9

Open access → Compliance, From March, Google Scholar, March, Open Access Repository Mandates, Policies, Registry, SWORD, Tools

related to Open irony · 8

Open access → Duncan Hull, Examples, Nature, Open, Open Access Irony, Science, The Lancet, Typically

related to FAIR · 7

Open access → A1, European Commission, FAIR, G20, Initially, March, Note

related to High-income–low-income country inequality · 7

Open access → Emilio Bruna, Florida, Gainesville, Mirror, OA, One, University

related to Licenses · 7

Open access → CC BY, Creative Commons, Elsevier, OA, Retention, Subscription-based, With OA

related to Databases and repositories · 6

Open access → CC, DOAJ, Multiple, Openaccess, PMC, ResearchPreprints

related to Features · 6

Open access → Acceso Abierto, Europe, Latin America, North America, Open Science/Open Research, Scholarly

Important terminology

Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.

Important terminology

access open publishing journals research articles oa journal publishers academic authors published scholarly also gold citation may publication peer review

Open access relationships Subject–Predicate–Object triples

TTTA extracted 148 structured relationships around Open access. Examples in this analysis include Open access → is a → increasingly popular mandate by many educational institutions.In the US and subscriptions → instance of → which is still preferred by many readers of fiction.Whereas non-open access journals cover publishing costs through access tolls. The table shows each extracted connection, where it came from and its confidence.

Subject	Predicate	Object	Confidence	Src
Open access	is a	increasingly popular mandate by many educational institutions.In the US	0.90	text
subscriptions	instance of	which is still preferred by many readers of fiction.Whereas non-open access journals cover publishing costs through access tolls	0.80	text
site licenses or pay-per-view charges	instance of	which is still preferred by many readers of fiction.Whereas non-open access journals cover publishing costs through access tolls	0.80	text
open-access journals are characterised by funding models which do not require the reader to pay to read the journal's contents	instance of	which is still preferred by many readers of fiction.Whereas non-open access journals cover publishing costs through access tolls	0.80	text
relying instead on author fees or on public funding	instance of	which is still preferred by many readers of fiction.Whereas non-open access journals cover publishing costs through access tolls	0.80	text
subsidies	instance of	which is still preferred by many readers of fiction.Whereas non-open access journals cover publishing costs through access tolls	0.80	text
sponsorships	instance of	which is still preferred by many readers of fiction.Whereas non-open access journals cover publishing costs through access tolls	0.80	text
a free license on the publisher-authored copyrightable portions of the printed version of an article.If the author posts the near-final version of their work after peer review by a journal	instance of	may charge a fee for an additional service	0.80	text
the archived version is called a	instance of	may charge a fee for an additional service	0.80	text
the sale of advertisements	instance of	such publishers often require funding from external sources	0.80	text
academic institutions	instance of	such publishers often require funding from external sources	0.80	text
learned societies	instance of	such publishers often require funding from external sources	0.80	text

Related concept clusters Related term clusters

The concept neighborhoods around Open access bring nearby vocabulary together. In this analysis, examples include Open, Journals and Publishing. Use the clusters to find adjacent concepts and terminology that may deserve separate research.

Open access
- Open
- Journals
- Publishing
- Research
- Articles
- Journal
- Scholarly
- Also
- Library
- Gold
- Academic
- Scientific
open access
- Open
- Journals
- Research
- Publishing
- Articles
- Journal
- Scholarly
- Also
- Library
- Free
- Gold
- Scientific
open license
- Journals
- Publishing
- Research
- Articles
- Journal
- Scholarly
- Also
- Library
- Gold
- Academic
- Scientific
- Many
peer reviewers
- Review
- Journal
- Citation
- Publication
- Preprint
- Use
- Publishing
- May
- Article
- Research
- Published
- Authors
academic journal
- Review
- Publishing
- Peer
- Publication
- Scholarly
- May
- Research
- Journals
- Open
- Public
- Use
- Publisher
diamond open access
- Open
- Journals
- Research
- Publishing
- Articles
- Journal
- Scholarly
- Also
- Library
- Free
- Gold
- Scientific
journal articles
- Published
- Review
- Journals
- Publishing
- Peer
- Open
- Oa
- Authors
- Gold
- Publication
- Scholarly
- Public
directory of open access journals
- Open
- Journals
- Articles
- Research
- Publishing
- Oa
- Authors
- Gold
- Journal
- Scholarly
- Peer
- Also

Connections between topic areas Semantic bridges

For Open access, one of the stronger structural bridges in this analysis connects Open access with Overview. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.

Min side: 3

Open access — Overview · splits 118 ⟂ 115

Open access — By country · splits 210 ⟂ 23

Open access — Infrastructure · splits 211 ⟂ 22

Open access — Effects on scholarly publishing · splits 214 ⟂ 19

Open access — Features · splits 216 ⟂ 17

Open access — Definitions · splits 223 ⟂ 10

Open access — Policies and mandates · splits 223 ⟂ 10

Open access — History · splits 224 ⟂ 9

Open access — Motivations · splits 228 ⟂ 5

Map overview Semantic statistics

Open access

Nodes233

Edges232

Triples148

Avg. degree1.99

Density0.008584

Components1

Source & methodology

TTTA analyzes the structure around Open access to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as History & Science, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.

Source: Wikipedia — Open access · EN edition · Analysis: TopicsToTalkAbout

Open access: History & Science

Open access topic overview

What this topic covers Research coverage

Key facts & relationships

Start with your topic. Discover where to go next.

Questions to explore

Explore all related topics Closing gaps

Overview

Definitions

Features

Motivations

History

Effects on scholarly publishing

Infrastructure

Policies and mandates

Inequality and open access

By country

For the semantics nerds

Advanced semantic analysis

How Open access connects Entity context

Open access

Top relations

Important terminology

Important terminology

Open access relationships Subject–Predicate–Object triples

Related concept clusters Related term clusters

Connections between topic areas Semantic bridges

Map overview Semantic statistics

Open access

Source & methodology