B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
32.5%
32.5% -- guest satisfaction improvement for Indian hospitality sector (2025)
Cross-cultural staff training in hospitality improves guest satisfaction by 32.5%.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
32.5%
Unit
Percentage
Data Vintage
2025
Entity
Geography
APAC
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
adevo.in
Primary
Tier C
https://adevo.in/cultural-sensitivity-training-india-hospitality/ ↗
Source Article
Cultural Sensitivity Training for Hotels: India Big-5 Guide
Introduction
Meera Joshi checked into a well-known 4-star hotel in Hyderabad last November. She is Jain, from Ahmedabad. At dinner, she asked the server whether the paneer dish contained onion or garlic. The server shrugged. “Madam, it’s vegetarian only.” Meera pressed further. The kitchen had no an…
Original Research
adevo.in
· Original study ↗
Methodology
Cited as 'a study on hospitality training'; original study not named
Methodology documented
Segmentation
IndustryHospitality
RegionAPAC
Cite this stat
Plain Text
Indian hospitality sector: 32.5% guest satisfaction improvement. Source: adevo.in (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/cross-cultural-training-guest-satisfaction-32-5
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<blockquote cite="https://lighthousedata.io/data/cross-cultural-training-guest-satisfaction-32-5" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>32.5%</strong> -- guest satisfaction improvement for Indian hospitality sector<br><small>Source: adevo.in (2025) · <a href="https://lighthousedata.io/data/cross-cultural-training-guest-satisfaction-32-5" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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