B Evidence Grade B Graded under review Safe to Cite Current

4%

4% -- projected reduction in adolescent alcohol use from ad ban for adolescent alcohol use (2026)

2026  · bigalcohol.exposed

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Attribution: bigalcohol.exposed View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
4%
Unit
Percentage
Data Vintage
2026
Entity
adolescent alcohol use
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
35
Freshness
95
bigalcohol.exposed Primary Tier C
http://www.bigalcohol.exposed/ ↗
Confidence: 47/100 Vintage: 2026 Channel: Common Crawl
Source Article
Revealing the unethical business methods of the alcohol industry
Original Research
bigalcohol.exposed · Original study ↗

Modeling estimate; binge use reduction 5%

Methodology documented
Industrymarketing
Plain Text
adolescent alcohol use: 4% projected reduction in adolescent alcohol use from ad ban. Source: bigalcohol.exposed (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ad-ban-reduction-adolescent-use
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ad-ban-reduction-adolescent-use" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>4%</strong> -- projected reduction in adolescent alcohol use from ad ban for adolescent alcohol use<br><small>Source: bigalcohol.exposed (2026) · <a href="https://lighthousedata.io/data/ad-ban-reduction-adolescent-use" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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