B
Evidence Grade B
Graded
under review
Safe to Cite
Current
10%
10% -- patient attendance increase for AI-based appointment system (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
10%
Unit
Percentage
Data Vintage
2026
Entity
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
abaadvertising.com
Primary
Tier C
https://abaadvertising.com/industry-insights/tech-tuesday-patient-member-journeys-meet-predictive-ai… ↗
Source Article
Tech Tuesday: Patient & Member Journeys Meet Predictive AI
Original Research
abaadvertising.com
· Original study ↗
Methodology
Also reports 6% improvement in capacity utilization
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
AI-based appointment system: 10% patient attendance increase. Source: abaadvertising.com (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-appointment-attendance-capacity
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<blockquote cite="https://lighthousedata.io/data/ai-appointment-attendance-capacity" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>10%</strong> -- patient attendance increase for AI-based appointment system<br><small>Source: abaadvertising.com (2026) · <a href="https://lighthousedata.io/data/ai-appointment-attendance-capacity" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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