B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Aging
16.9%
16.9% -- retail return rate for Total retail returns (US retail sector) (2024)
NRF and Happy Returns assumed 16.9% of annual sales would be returned in 2024.
- Assumed/predicted rate
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
16.9%
Unit
Percentage
Data Vintage
2024
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
NRF and Happy Returns
Primary
Tier C
https://www.ateamsoftsolutions.com/how-do-you-use-ai-in-e-commerce-and-retail-without-creating-smart… ↗
Source Article
How do you use AI in e-commerce and retail without creating “smart chaos”?
Original Research
NRF and Happy Returns
· Original study ↗
Methodology
NRF and Happy Returns assumed return rate as share of annual sales, cited secondarily by the article
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Total retail returns (US retail sector): 16.9% retail return rate. Source: NRF and Happy Returns (2024). Via Lighthouse Intelligence -- https://lighthousedata.io/data/retail-return-rate-2024
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<blockquote cite="https://lighthousedata.io/data/retail-return-rate-2024" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>16.9%</strong> -- retail return rate for Total retail returns (US retail sector)<br><small>Source: NRF and Happy Returns (2024) · <a href="https://lighthousedata.io/data/retail-return-rate-2024" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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