Research any topic before you write.

Find related topics. | Discover entities. | See connections. | Build a topical map.

Publication bias: Science, Remedies & Compensation examples

In published academic research, publication bias occurs when the outcome of an experiment or research study biases the decision to publish or otherwise distribute it. Publishing only results that show a significant finding disturbs the balance of findings in favor of positive results. The study of publication bias is an important topic in metascience.

Language: English [EN]
Use the mouse wheel or two fingers (on touchscreens) to zoom in and out of the map.
100%
More settings
100% 100% 100% 100% 100%

Publication bias topic overview

The analysis highlights Science, Remedies and Compensation examples as prominent areas in the source structure around Publication bias.

Related topics
40
Source areas
7
Connected nodes
47
Extracted relationships
47
Concept neighborhoods
19
Bridge connections
47

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 · 12 topics
Remedies · 9 topics
Compensation examples · 6 topics
Impact on meta-analysis · 4 topics
Risks · 4 topics
Evidence · 3 topics
Definition · 2 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.

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

Definition

Evidence

Impact on meta-analysis

Compensation examples

Risks

Remedies

Advanced semantic analysis

Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for.

How Publication bias connects Entity context

The extracted context around Publication bias shows recurring relationship patterns in the source. For example, Publication bias → Based, Ben Goldacre, Business, Business Ethics, Efficacy, Europe, Examples, In, Peter Wilmshurst, Pfizer, Reboxetine, Social Issues Management, Society, Two, UK Another extracted example is Publication bias → Better-powered, Enhanced, It, MAIVE, Meta-Analysis Instrumental Variable Estimator, Publication, Statistical, This, To. Use these groups to spot repeated connection types before inspecting the individual relationships.

Publication bias

Top relations

related to Compensation examples · 15
Publication bias → Based, Ben Goldacre, Business, Business Ethics, Efficacy, Europe, Examples, In, Peter Wilmshurst, Pfizer, Reboxetine, Social Issues Management, Society, Two, UK
related to Remedies · 9
Publication bias → Better-powered, Enhanced, It, MAIVE, Meta-Analysis Instrumental Variable Estimator, Publication, Statistical, This, To
related to Definition · 8
Publication bias → As, In, One, Publication, Robert Rosenthal, The, Theodore Sterling, This
has impact · 6
Publication bias → For, However, Meta-analyses, The, This, Where
related to Evidence · 4
Publication bias → Additionally, In, Investigators, This
is a · 2
Publication bias → important topic in metascience.Despite similar quality of execution and design, refusal to publish attempted replications of Bem's work that claimed evidence for precognition by The Journal of Personality and Social Psychology

Important terminology

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

Important terminology

bias publication results studies study published significant research effect trials meta-analyses positive journals statistically data may evidence meta-analysis also field

Publication bias relationships Subject–Predicate–Object triples

TTTA extracted 47 structured relationships around Publication bias. Examples in this analysis include Publication bias → is a → important topic in metascience.Despite similar quality of execution and design and Publication bias → is a → refusal to publish attempted replications of Bem's work that claimed evidence for precognition by The Journal of Personality and Social Psychology. The table shows each extracted connection, where it came from and its confidence.

SubjectPredicateObjectConfidenceSrc
Publication biasis aimportant topic in metascience.Despite similar quality of execution and design0.90text
Publication biasis arefusal to publish attempted replications of Bem's work that claimed evidence for precognition by The Journal of Personality and Social Psychology0.90text
the pre-registration of protocolsinstance ofEnhanced research standards0.80text
the registration of data collectionsinstance ofEnhanced research standards0.80text
and adherence to established protocols are other techniquesinstance ofEnhanced research standards0.80text
Publication biashas impactWhere0.60section
Publication biashas impactThis0.60section
Publication biashas impactFor0.60section
Publication biashas impactMeta-analyses0.60section
Publication biashas impactThe0.60section
Publication biashas impactHowever0.60section
Publication biasrelated to Compensation examplesTwo0.60section

Related concept clusters Concept neighborhoods

The concept neighborhoods around Publication bias bring nearby vocabulary together. In this analysis, examples include Bias, Publication and Published. Use the clusters to find adjacent concepts and terminology that may deserve separate research.

  • Publication bias
    • Bias
    • Publication
    • Published
    • Study
    • Evidence
    • Meta-analyses
    • Results
    • Occurs
    • Presence
    • Studies
    • Trials
    • Effect
  • publication bias
    • Bias
    • Publication
    • Studies
    • Published
    • Study
    • Results
    • Meta-analyses
    • Evidence
    • Research
    • Effect
    • Occurs
    • Presence
  • research
    • Often
    • Study
    • Studies
    • Support
    • Negative
    • Protocols
    • Results
    • Likely
    • Journals
    • Analysis
    • Papers
    • Result
  • null results
    • Papers
    • Support
    • May
    • Negative
    • Significant
    • Statistically
    • Publish
    • Result
    • Null
    • Results
    • Also
    • Likely
  • non-response bias
    • Publication
    • Studies
    • Results
    • Meta-analyses
    • Research
    • Effect
    • Published
    • Study
    • Occurs
    • Evidence
    • Presence
    • Statistical
  • experimenter bias
    • Publication
    • Studies
    • Results
    • Meta-analyses
    • Research
    • Effect
    • Published
    • Study
    • Occurs
    • Evidence
    • Presence
    • Statistical
  • white hat bias
    • Publication
    • Studies
    • Results
    • Meta-analyses
    • Research
    • Effect
    • Published
    • Study
    • Occurs
    • Evidence
    • Presence
    • Statistical
  • data dredging
    • Reboxetine
    • Protocols
    • Size
    • Tests
    • Found
    • Often
    • Field
    • Meta-analysis
    • Statistically
    • Journals
    • Positive
    • Significant

Connections between topic areas Semantic bridges

For Publication bias, one of the stronger structural bridges in this analysis connects Publication bias 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
Publication bias — Overview · splits 35 ⟂ 13
Publication bias — Remedies · splits 38 ⟂ 10
Publication bias — Compensation examples · splits 41 ⟂ 7
Publication bias — Impact on meta-analysis · splits 43 ⟂ 5
Publication bias — Risks · splits 43 ⟂ 5
Publication bias — Evidence · splits 44 ⟂ 4
Publication bias — Definition · splits 45 ⟂ 3

Map overview Semantic statistics

Publication bias

Nodes48
Edges47
Triples47
Avg. degree1.96
Density0.041667
Components1

Source & methodology

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

Source: Wikipedia — Publication bias · EN edition · Analysis: TopicsToTalkAbout

For writers, content strategists, SEOs, marketers and creators — from quick topic research to advanced semantic analysis.