B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
4.5%
4.5% -- sales change rate for Twin Cities frozen food sales force (2026)
Overall sales figures dropped by 4.5% after converting a cash plus points incentive structure to a cash-only incentive model for a Twin Cities-based sales force.
- Reduction in sales was largely attributed to a reduction in selling effort following the transition to a cash-only incentive construct
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
4.5%
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
University of Minnesota Carlson School of Management (Prof. George John)
Primary
Tier B
https://www.biworldwide.com/en-latam/our-work/blog/is-cash-king/ ↗
Source Article
Is cash king?
Original Research
University of Minnesota Carlson School of Management (Prof. George John)
· Original study ↗
Methodology
Observed after converting cash + Ovation Points reward structure to cash-only construct
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Twin Cities frozen food sales force: 4.5% sales change rate. Source: University of Minnesota Carlson School of Management (Prof. George John) (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/sales-drop-cash-only-4-5-pct
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<blockquote cite="https://lighthousedata.io/data/sales-drop-cash-only-4-5-pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>4.5%</strong> -- sales change rate for Twin Cities frozen food sales force<br><small>Source: University of Minnesota Carlson School of Management (Prof. George John) (2026) · <a href="https://lighthousedata.io/data/sales-drop-cash-only-4-5-pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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