Glossary — Industrial Patterns

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This glossary defines the technical terms used across the Industrial Patterns reference editions and on this site. Definitions are kept short and operational; fuller treatment of each term appears in the methodology page and in the appendix of every edition.

Annual Business Survey (ABS). U.S. Census Bureau survey of US business activity; one of the federal sources Operating Benchmarks draws on for firm-structure data.

Bureau of Economic Analysis (BEA). The federal statistical agency that produces the Industry Accounts (value added, gross output, compensation) and the Industry 

Chain-Type Price Indexes used as the structural-output deflator in Operating Benchmarks.

Bureau of Labor Statistics (BLS). The federal statistical agency that produces the Quarterly Census of Employment and Wages (QCEW), the Producer Price Index (PPI), and the Job Openings and Labor Turnover Survey (JOLTS), all sources used in Operating Benchmarks.

Business Dynamics Statistics (BDS). U.S. Census Bureau dataset on US business establishment births and deaths and job creation and destruction; the source Industry Structure Reference uses for entry and exit dynamics.

Capital efficiency. The third Operating Benchmarks metric family; describes how effectively invested capital converts into operating output. Primary metric: assets-to-receipts intensity from IRS Statistics of Income.

CBP. See County Business Patterns.

Comparable-cell panel. The set of county cells published in every year of a trend window. The Add-On Density Atlas computes drift only on the comparable-cell panel so that cells crossing the disclosure threshold are never read as real change.

Coverage floor. In the Add-On Density Atlas, the minimum share of a code's national establishment count that must sit in published counties for a county-level map to be honest. Set at 55%.

County Business Patterns (CBP). U.S. Census Bureau annual program that publishes establishment counts, employment, and payroll by county and industry. The primary source for the Add-On Density Atlas; CBP publishes establishment counts exactly at the county level and noise-infuses employment and payroll.

CPI-U. Consumer Price Index for All Urban Consumers, published by BLS. Used in Operating Benchmarks as the deflator for real-wage analysis; reflects worker purchasing power in the broader consumer market.

Distributional benchmarking. The presentation of every quantitative pattern as a distribution across the peer set — typically 10th, 50th (median), and 90th percentiles — rather than a single industry average. The methodological commitment that distinguishes Industrial Patterns from industry reports that present single-point averages.

Economic Census (ECN). U.S. Census Bureau program conducted every five years (years ending in 2 and 7); the structural anchor for the Industry Structure Reference and the source of slow-moving peer-set composition tables in Operating Benchmarks.

Edition lock date. The date at which an edition's data is fixed. After the lock date, an edition's figures are immutable. Subsequent data revisions appear in the next edition; they do not amend prior editions retroactively.

Employment-to-wagebill elasticity. The Operating Benchmarks Family 2 primary metric; the elasticity of industry employment with respect to total industry wage spending, computed from BLS QCEW.

Enterprise License. The license tier permitting use across one organization and its named affiliates, portfolio companies, or designated third parties; negotiated per engagement.

Establishment. A single physical business location. The unit of analysis in County Business Patterns and the Add-On Density Atlas. A multi-location firm appears as multiple establishments.

Firm. A business organization, which may operate many establishments. The roll-up unit used by Statistics of US Businesses; not resolvable below the state in federal data.

Geographic dispersion. How widely a code's establishments are spread across counties. A low top-county share indicates a broad, fragmented footprint.

Gross output. The total value of an industry's output, including the value of intermediate inputs consumed; the denominator in the value-added margin used in Operating Benchmarks Family 1.

Herfindahl-Hirschman Index (HHI). A measure of market concentration computed as the sum of squared market shares; one of the metrics in Industry Structure Reference's structural concentration dimension, where published by the Economic Census.

Individual License. The license tier permitting use by a single named reader. Materials may not be shared with any other person.

Industry Chain-Type Price Index. The BEA industry-output deflator (base year 2017); used in Operating Benchmarks to deflate industry-level dollar figures (revenue, gross output, value added, asset aggregates).

Interpretation boundary. An explicit statement on each headline page of an edition describing what that page cannot diagnose. The doctrine's commitment to bounded inference.

Labor elasticity. The second Operating Benchmarks metric family; describes how industry labor scales with output and pay.

License tier. The level of permitted use granted by purchase: Individual, Single Organization, or Enterprise. Default is Single Organization unless specified otherwise.

Margin behavior. The first Operating Benchmarks metric family; describes how industry operating margins behave under changes in output volume and over time.

Metric family. One of the four analytical groups in Operating Benchmarks (margin behavior, labor elasticity, capital efficiency, scale penalty). The framework is fixed across editions.

Mid-tier firm. The Operating Benchmarks audience-anchor concept: US-based firms that are not the largest in their industry but are large enough to have audit-quality financial information and persistent operating patterns. The Operating Benchmarks peer set focuses on this band.

NAICS code. North American Industry Classification System code; the six-digit industry identifier used throughout federal statistics. The Industrial Patterns peer set is defined at the six-digit NAICS level.

Noise infusion. The statistical-disclosure protection that CBP applies to employment and payroll values. Establishment counts are not noise-infused; this is why the Add-On Density Atlas maps establishment counts only.

Operating Benchmarks. Module 1; the annual reference on how operating performance behaves across scale, volatility, and capital intensity for mid-tier firms in the peer set.

Peer set. The fixed list of NAICS codes and structural segments that define what an Industrial Patterns edition covers. For Building Materials: 46 six-digit codes (47 in the Add-On Density Atlas) across 14 subsegments and five structural segments.

Percentile distribution. The presentation idiom for every quantitative pattern — typically 10th, 50th, and 90th percentiles across the peer set, with the median (50th) read as the more representative central value than the mean.

PPI. See Producer Price Index.

Producer Price Index (PPI). BLS index of US producer-side prices, used in Operating Benchmarks as a faster-publishing cross-check on the BEA Industry Chain-Type Price Index and as the primary deflator for current-conditions current-year metrics.

QCEW. See Quarterly Census of Employment and Wages.

Quarterly Census of Employment and Wages (QCEW). BLS census of US employment and wages by establishment and industry; the source for Operating Benchmarks Family 2 (labor elasticity).

Refined overhead intensity. The Operating Benchmarks Family 4 primary metric; a bottom-up reconstruction from IRS SOI deduction line items, omitting COGS, depreciation, interest, and income tax. Constructed because SOI's top-down Total Deductions field is suppressed at minor-industry granularity for several peer industries.

Scale penalty. The fourth Operating Benchmarks metric family; describes the operating costs and frictions that emerge purely as a function of organizational scale and coordination complexity.

Single Organization License. The default license tier; permits use by employees of one organization, with internal sharing permitted but no sharing with affiliates, portfolio companies, advisors, or other third parties.

SOI. See Statistics of Income.

Statistics of Income (SOI). IRS program publishing tax-basis financial aggregates by minor industry; the source for Operating Benchmarks Family 3 (capital efficiency) and Family 4 (scale penalty, via refined overhead reconstruction).

Statistics of U.S. Businesses (SUSB). U.S. Census Bureau program publishing firm-level statistics by enterprise size; the source Industry Structure Reference uses for firm-size structure. Does not resolve below state geography.

Structural concentration. The third Industry Structure Reference dimension; HHI where published and top-N receipt share by code.

Structural dimension. One of the seven analytical groups in the Industry Structure Reference (population, size, concentration, entry/exit, geography, organisational form, labour composition).

Subsegment. An intermediate aggregation within the peer set; the Building Materials peer set has 14 subsegments grouped into five structural segments.

SUSB. See Statistics of U.S. Businesses.

Value-added margin (VA/GO). The Operating Benchmarks Family 1 primary metric; the share of industry gross output not consumed by intermediate inputs, drawn from BEA Industry Accounts. Distinct from the firm-level gross margin in accounting statements.