俄罗斯社交媒体影响力（英文版）_147页_4mb

报告摘要

Russian Social Media Influence Summary

Core Content

This report by the RAND Corporation provides an in-depth analysis of Russian social media propaganda and its impact on former Soviet states, particularly focusing on Estonia, Latvia, Lithuania, Ukraine, and to a lesser extent Moldova and Belarus. The study explores the nature of Russian propaganda, identifies key actors and communities on social media, assesses the spread and resonance of pro-Russian messages, and outlines challenges and recommendations for countering Russian influence.

Main Objectives

The study aimed to:

Understand the nature of Russian propaganda on social media.
Identify pro-Russian propagandists and anti-Russian activists on Twitter.
Assess the adoption of pro-Russian themes by Russian-speaking populations in the region.
Consider challenges for U.S. and European policymakers and offer recommendations to reduce Russian influence.

Key Findings

Russian Propaganda Strategy

Russia uses a synchronized mix of media (TV, news websites, social media, and civil society organizations) to influence both neighboring and Western countries.
Social media is a critical component of this strategy, with the use of bots and trolls to spread disinformation.
The report draws on the concept of "active measures", a term used to describe Soviet-era covert operations, which Russia continues to use in the digital age.
Resonance analysis was employed to identify users whose language patterns align with pro-Russian propaganda, showing that 15% of users in Crimea and Donetsk share such patterns.

Pro- and Anti-Russia Communities on Twitter

Researchers identified two major communities:
- Pro-Russian activists: Approximately 41,000 users who consume and spread anti-Ukraine, pro-Russian content.
- Pro-Ukraine activists: Nearly 39,000 users who counter with pro-Ukraine, anti-Russia messages.
These communities were analyzed using community lexical analysis and social network analysis to understand their internal structures and key influencers.

Challenges in Countering Russian Propaganda

Russian-speaking minorities in the region, often descendants of Soviet migrants, are a key audience for Russian propaganda.
Government policies favoring national languages limit Russian-language outreach, making it harder for states to counter Russian narratives.
Russian media dominance, especially in the Baltics, poses a significant challenge to counterpropaganda efforts.
Nonattributed content (bots, trolls, and fake accounts) complicates the identification of Russian influence.
Coordination challenges exist among EU, U.S., and NATO actors, making a unified response difficult.
Heavy-handed anti-Russian messaging risks backlash due to local skepticism of Western propaganda.

Recommendations

Highlight and "block" Russian propaganda:
- Use tools like Google's Redirect Method to educate users about fake news.
- Implement fast and specific tagging mechanisms to identify and counter Russian propaganda.
Build the resilience of at-risk populations:
- Introduce media literacy training in the education system.
- Launch public information campaigns to improve awareness of disinformation.
Expand and improve local and original content:
- Offer alternative media content (TV, social media) to counter Russian narratives.
- Empower local activists by identifying key influencers and supporting their content creation.
- Train journalists and fund the development of alternative media platforms.
Better tell the U.S., NATO, and EU story:
- Communicate the purpose and intent of NATO's Enhanced Forward Presence in the Baltics.
- Develop a compelling narrative to encourage alignment with Western values and institutions.
Track Russian media and develop analytic methods:
- Use resonance analysis to monitor the spread and impact of Russian propaganda.
- Focus on identifying fake news sources, understanding narrative themes, and tracking broad strategies.

Conclusion

The report emphasizes the need for a coordinated, multilayered approach to counter Russian influence. It underscores the importance of understanding the linguistic and ideological patterns of pro-Russian content, building local resilience, and improving media literacy and alternative content to effectively respond to Russian disinformation campaigns.

Key Terms

Near Abroad: Former Soviet states such as Estonia, Latvia, Lithuania, Ukraine, Moldova, and Belarus.
Far Abroad: Countries outside the immediate region, such as Central Asia, the Middle East, and the U.S.
Resonance Analysis: A method to detect ideological alignment through linguistic patterns.
Community Lexical Analysis: A technique to identify and characterize online communities based on language and network data.

Methodology

A mixed-methods approach was used, combining quantitative analysis of social media data with qualitative interviews.
Data was collected from Russian-language Twitter users in the region, analyzed using social network analysis and lexical analysis.
The study also included field research in Germany, Estonia, and Latvia to gather expert insights.

Implications

Russian propaganda is a strategic and sophisticated tool used to influence both domestic and international audiences.
The resonance of pro-Russian narratives is significant in areas with strong Russian-speaking populations.
A multi-faceted response is necessary to counter Russian influence, involving both technological tools and policy reforms.