Contested Citations: The Role of Open Access Publications in Wikipedia's Scientific Disputes

2025-10-15

AI Summary

This study investigates the role of open access (OA) publications in scientific Wikipedia article controversies: Do OA sources increase the likelihood of editorial disputes? Employing a large-scale quantitative approach, we integrate Wikipedia edit histories with bibliometric metadata—including access status, discipline, journal impact factor, and citation counts—to identify temporal patterns and structural characteristics of cited sources in contested articles. Results show that OA publications significantly increase the probability of involvement in disputes, enter controversies earlier, and appear more frequently than non-OA sources. Controversies are most intense in social science articles; high-impact journals and highly cited papers are disproportionately contested; and disciplinary differences are statistically significant. The core contribution is the first empirical demonstration that OA not only enhances knowledge accessibility but also accelerates public scrutiny and epistemic negotiation—revealing a dual-edged effect of open science on knowledge democratization.

Technology Category

• Application Domains: Humanities & Computational Social Science
• Data Mining & Knowledge Management: Linked Open Data, Knowledge Graphs & KB Completion
• Knowledge Representation and Reasoning: Argumentation

Application Category

• Security and Privacy: Data transparency and provenance
• Web Mining and Content Analysis: Interdisciplinary science discovery with web data mining
• Social Networks and Social Media: Computational social science

Abstract

Wikipedia is one of the largest online encyclopedias, which relies on scientific publications as authoritative sources. The increasing prevalence of open access (OA) publishing has expanded the public availability of scientific knowledge; however, its impact on the dynamics of knowledge contestation within collaborative environments such as Wikipedia remains underexplored. To address this gap, we analyze a large-scale dataset that combines Wikipedia edit histories with metadata from scientific publications cited in disputed Wikipedia articles. Our study investigates the characteristics of scientific publications involved in disputes and examines whether OA articles are more likely to be contested than paywalled ones. We find that scientific disputes on Wikipedia are more frequent in the social sciences and humanities, where topics often involve social values and interpretative variability. Publications with higher citation counts and publications in high-impact journals are more likely to be involved in disputes. OA publications are significantly more likely to be involved in disputes and tend to be contested sooner after publication than paywalled articles. This pattern suggests that increased accessibility accelerates both engagement and scrutiny. The relationship between OA status and dispute involvement also varies across disciplines, reflecting differences in Wikipedia editorial practices and norms. These findings highlight the dual role of OA in both expanding access to scientific knowledge and increasing its visibility in contexts of public negotiation and debate. This study contributes to a broader understanding of how scientific knowledge is collaboratively constructed and contested on open platforms, offering insights for research on open science, scholarly communication, and digital knowledge governance.

Problem

• Investigating open access impact on Wikipedia's scientific citation disputes
• Comparing dispute involvement between OA and paywalled publications
• Analyzing disciplinary differences in Wikipedia's knowledge contestation patterns

Innovation

• Analyzed Wikipedia edits with publication metadata
• Compared open access versus paywalled article disputes
• Examined disciplinary differences in citation contestation patterns