Cross-retailer self-checkout and shrink benchmarking panel

Name: Cross-retailer self-checkout and shrink benchmarking panel: anonymized, aggregated store-level loss measurements from 39 retailers with over EUR 1 trillion combined turnover, including 140 million Scan & Go transactions, 17 million transaction audits, 486,000 recorded unscanned items, and video-analytic coverage of EUR 72 billion in fixed self-checkout transactions, plus control-store comparisons, per-category loss rates and gate-versus-open-layout deployment status across nine countries.
Creator: Ecrloss

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Cross-retailer self-checkout and shrink benchmarking panel: anonymized, aggregated store-level loss measurements from 39 retailers with over EUR 1 trillion combined turnover, including 140 million Scan & Go transactions, 17 million transaction audits, 486,000 recorded unscanned items, and video-analytic coverage of EUR 72 billion in fixed self-checkout transactions, plus control-store comparisons, per-category loss rates and gate-versus-open-layout deployment status across nine countries.

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Coverage

Universe, instruments and categories.

Industry: Food RetailGeneral Merchandise Stores
Instruments: equities
Categories: AlternativeFundamental
Regions: UKUSOtherAPAC
Sample tickers: TSCO.LRDSA.AXAWE.AXAABTOCPB.LDGKR

Dataset card

Type: not stated
Format: Tabular — aggregated store-level and category-level loss and utilization measurements, regression panels, and transaction-audit records
Volume: 140M Scan & Go transactions, 17M transaction audits, 486,000 unscanned items and video analytics across EUR 72B of fixed self-checkout transactions from the earlier 13-retailer study, extended by a 2026 update covering 39 retailers, 1,744 self-checkout stores across four case studies, and 10-plus underlying datasets
Users: 400+ member organizations (retailers, suppliers, technology providers and academics) — stated on the group's own about page
History: 8 years
Update frequency: not stated
Growth: Active — a 2026 self-checkout loss report published in June 2026, an open data-collection campaign actively inviting retailers to contribute, and 75+ open sessions per year
Launched: The loss-group programme dates to roughly 2007-2010, with self-checkout loss work from about 2018 (the earlier baseline study cited as Beck 2018) and continuous benchmarking updates through 2026; the group sits within the longer-running ECR Community
Delivery: not stated
Entity mapping: not stated
Sample: not stated
Point-in-time: not stated
Licence: not stated

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