B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Dated
15.4%
15.4% -- percentage content unusable for desk workers (2023)
15.4% of content received by surveyed U.S. desk workers was judged unusable.
- Oversampled tech roles
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
15.4%
Unit
Percentage
Data Vintage
2023
Entity
Sample Size
1,150
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
95
Source Trust
50
Citation Chain
90
Independence
30
Methodology
45
Freshness
79
Source
Harvard Business Review
Primary
Tier A
http://developmentcorporate.com/saas/ai-workslop-ceo-credibility/ ↗
Source Article
How “Workslop” Quietly Undermines Pre-Revenue CEOs — And Why AI Could Hurt Your Growth Story - Development Corporate
How “Workslop” Quietly Undermines Pre-Revenue CEOs — And Why AI Could Hurt Your Growth Story
Introduction: When Speed Backfires
Last year, a first-time enterprise software CEO I advised leaned heavily on generative AI to accelerate fundraising and pipeline. With only four employees and three months …
Original Research
Harvard Business Review
· Original study ↗
Methodology
HBR surveyed U.S. desk workers, oversampling tech roles.
Methodology documented
Segmentation
Channelcommon_crawl
Cite this stat
Plain Text
desk workers: 15.4% percentage content unusable. Source: Harvard Business Review (2023). Via Lighthouse Intelligence -- https://lighthousedata.io/data/content-judged-unusable
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<blockquote cite="https://lighthousedata.io/data/content-judged-unusable" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>15.4%</strong> -- percentage content unusable for desk workers<br><small>Source: Harvard Business Review (2023) · <a href="https://lighthousedata.io/data/content-judged-unusable" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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