B
Evidence Grade B
Graded
under review
Safe to Cite
Dated
44%
44% -- data concern rate for U.S. small business owners and decision makers (2023)
Attribution:
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Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
44%
Unit
Percentage
Data Vintage
2023
Entity
Sample Size
486
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
75
Source Trust
60
Citation Chain
60
Independence
30
Methodology
45
Freshness
95
Source
Ascend2 and Constant Contact
Primary
Tier B
https://jarthur.co/ai-challenges-for-small-and-medium-sized-businesses/ ↗
Source Article
Navigating the AI Frontier: Challenges for Small and Medium-sized Businesses - J. Arthur & Co
In today’s rapidly evolving technological landscape, Artificial Intelligence (AI) has emerged as a game-changer for businesses of all sizes. While large corporations have been quick to adopt and benefit from AI, small and medium-sized businesses (SMBs) face unique challenges in implementing these cu…
Original Research
Ascend2 and Constant Contact
· Original study ↗
Methodology
Ascend2 survey in partnership with Constant Contact of 486 small business owners and decision makers at U.S. B2B and B2C organizations
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
U.S. small business owners and decision makers: 44% data concern rate. Source: Ascend2 and Constant Contact (2023). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ascend2-smb-data-concern
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<blockquote cite="https://lighthousedata.io/data/ascend2-smb-data-concern" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>44%</strong> -- data concern rate for U.S. small business owners and decision makers<br><small>Source: Ascend2 and Constant Contact (2023) · <a href="https://lighthousedata.io/data/ascend2-smb-data-concern" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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