Annual US manufacturing facility benchmarking survey

Annual US manufacturing facility benchmarking survey: responses from 456 US manufacturing facilities covering the composition of cost pressure (raw material price volatility cited as the primary driver of higher operating expenses at 26%, labour costs at 21%), tariff impact on profitability and pricing strategy, cost-control and operational-consistency practices, and the build-out of forecasting and analytics capability to align internal data with market conditions. Latent asset is the facility-level benchmark response file — cost-structure, tariff-response and analytics-adoption answers matched to each responding plant — and its multi-year run as a repeated panel of US plants.

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Coverage

Universe, instruments and categories.

Industry: Research & Consulting ServicesIndustrial Machinery & Supplies
Instruments: equities
Categories: AlternativeFundamentalSentiment
Regions: US
Sample tickers: ITWROKGTESPHAMETEMR

Dataset card

Type: not stated
Format: Tabular survey microdata (facility-level responses cross-tabulated by size, region and sector) published as a narrative benchmarking report with headline percentages; the underlying instrument is a structured benchmarking questionnaire
Volume: 456 facility responses per annual wave; across the multi-year benchmarking series this is of the order of 1,000-2,500 facility-year records depending on how many waves are retained, each carrying the full benchmark questionnaire (dozens to a hundred-plus items), so roughly 100,000 surveyed data points in a multi-wave archive
Users: 456 responding US manufacturing facilities in the 2026 wave (stated). The buyer and user side is Wipfli's consulting and advisory client base rather than a registered user population.
History: not stated
Update frequency: not stated
Growth: Active (2026 edition published from a current-year survey cycle)
Launched: An established recurring publication of the firm's manufacturing practice rather than a new launch; the consulting firm itself is long-established (roughly 3,400 staff, ~$612M revenue). Est. 2010s for the survey series — confirm the first benchmarking wave at outreach.
Delivery: not stated
Entity mapping: not stated
Sample: not stated
Point-in-time: not stated
Licence: not stated

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