B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Current

12%

12% -- share of users with negative social influence on purchases for Cyworld users (2026)

2026  · n=208  · Harvard Business School

12% of Cyworld users experienced a negative social effect/influence of friends' purchases on their own purchases.

  • Based on a sample of 208 users over a 10-week period on Cyworld
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Attribution: Harvard Business School View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
12%
Unit
Percentage
Data Vintage
2026
Entity
Cyworld users
Sample Size
208
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Harvard Business School Primary Tier B
http://reputationaldemocracy.wordpress.com/ ↗
Confidence: 53/100 Vintage: 2026 Channel: Common Crawl
Source Article
Social Media Strategy
Original Research
Harvard Business School · Original study ↗

Harvard Business School study using 10 weeks of purchase and non-purchase data from 208 Cyworld users

Methodology documented
Industrymarketing
Plain Text
Cyworld users: 12% share of users with negative social influence on purchases. Source: Harvard Business School (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/cyworld-social-effect-negative-users
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<blockquote cite="https://lighthousedata.io/data/cyworld-social-effect-negative-users" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>12%</strong> -- share of users with negative social influence on purchases for Cyworld users<br><small>Source: Harvard Business School (2026) · <a href="https://lighthousedata.io/data/cyworld-social-effect-negative-users" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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