C
Evidence Grade C
Use with Hedging
Current
31%
31% — consumer sentiment for US citizens (2026)
Source:
View source
Curated by Aaron Agius
· Founder, Louder Online
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
31%
Unit
Percentage
Data Vintage
2026
Entity
Study Type
Unknown
Trend
Stable
Evidence Quality
C
Moderate quality evidence
Useful directional data with some methodological gaps. Treat as indicative rather than definitive — corroborate before citing in formal research.
Score breakdown
Extraction
95
Source Trust
0
Citation Chain
90
Independence
30
Methodology
30
Freshness
95
Sources (20)
JAMA Network Open
Primary
Tier A
https://www.psqh.com/news/quarter-of-physicians-report-experiencing-mistreatment-at-work/ ↗
Source Article
Quarter of Physicians Report Experiencing Mistreatment at Work
By Christopher Cheney
A survey of physicians found that a significant proportion of the clinicians had experienced mistreatment in the prior year, with patients and visitors the most common source of abuse, a new research article says.
M…
Also cited by
2026-05-01
2026-05-01
2026-05-01
2026-05-01
National Center for Education Statistics (NCES)
https://ies.ed.gov/use-work/resource-library/report/compendium/digest-education-…
2026-05-01
2026-05-01
National Association of REALTORS®
https://www.rismedia.com/2021/06/10/what-you-should-know-nar-2020-report/
2026-05-01
Certified Financial Planner Board of Standards, Inc. (CFP Board)
https://www.cfp.net/knowledge/reports-and-statistics/consumer-surveys/cfp-board-…
2026-05-02
2026-05-02
Science 2.0 (reporting on UCLA research)
http://www.science20.com/news/dieting_doesnt_work_say_ucla_researchers
2026-05-02
Health Club Management
http://www.healthclubmanagement.co.uk/health-club-management-news/US-health-club…
2026-05-02
Health Club Management (healthclubmanagement.co.uk)
http://www.healthclubmanagement.co.uk/health-club-management-news/Exercise-a-vit…
2026-05-02
2026-05-02
ctbythenumbers.news
https://ctbythenumbers.news/ctnews/workplace-violence-a-growing-concern-for-smal…
2026-05-02
ECRI (Emergency Care Research Institute)
https://www.ins1.org/2024/10/29/serving-those-who-have-served-caring-for-militar…
2026-05-02
ZeroHedge (citing US Bureau of Labor Statistics)
https://climateerinvest.blogspot.com/2024/10/todays-cpi-inflation-report-analyst…
2026-05-02
Wall Street Journal (citing US Department of Agriculture)
https://climateerinvest.blogspot.com/2022/12/high-commodity-prices-feed-boom-in-…
2026-05-02
Original Research
Stanford Institute for Human-Centered Artificial Intelligence
· Original study ↗
Cite this stat
Suggested hedging: based on claims without stated methodology, with unverified sample sizes...
Plain Text
US citizens: 31% consumer sentiment. Source: JAMA Network Open (2026). Via Lighthouse Research Data — https://lighthousedata.io/data/us-trust-regulate-ai-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/us-trust-regulate-ai-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>31%</strong> — consumer sentiment for US citizens<br><small>Source: JAMA Network Open (2026) · <a href="https://lighthousedata.io/data/us-trust-regulate-ai-2026" target="_blank" rel="noopener">Lighthouse Data</a></small></blockquote>
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