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Updated: Feb 17, 2026

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Comparing Bibliometric Analysis Using PubMed, Scopus, and Web of Science Databases
Published on: October 24, 2019
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Addressing social media platforms' influence on academic research
Raffael Heiss1, Isabelle Freiling2
1Management Center Innsbruck, Innsbruck, Austria.
Summary
Academic research on social media is hindered by restricted data access and industry influence. New policies and ethical standards are crucial for unbiased, public-interest-driven social media research.
Area of Science:
- Social Sciences
- Information Ecosystem Studies
- Digital Policy
Background:
- Social media platforms significantly shape information dissemination.
- Academic researchers face restricted access to platform data, unlike in other industries.
- This data dependency creates risks of bias and distorts evidence for regulation.
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