Glossary term
Quarterly Census of Employment and Wages (QCEW)
The Quarterly Census of Employment and Wages is a BLS program that provides detailed employment and wage data based largely on unemployment-insurance records.
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What Is the Quarterly Census of Employment and Wages?
The Quarterly Census of Employment and Wages (QCEW) is a Bureau of Labor Statistics program that provides detailed employment and wage data for workers covered by unemployment-insurance programs and federal civilian workers. It is built from administrative records rather than a small survey sample.
QCEW is one of the most comprehensive sources for local, industry, and county-level employment and wage information. It is slower than the monthly jobs report, but it gives a deeper and more complete view of the labor market.
Key Takeaways
- QCEW provides detailed employment and wage data by geography and industry.
- It is based largely on unemployment-insurance administrative records.
- It covers a large share of U.S. wage and salary employment.
- It is released with a lag, so it is not a real-time jobs indicator.
- It is useful for benchmarking, regional analysis, and industry research.
How QCEW Works
Employers covered by unemployment-insurance laws report employment and wages to state workforce agencies. Those records feed the QCEW program, which publishes counts of establishments, monthly employment, and quarterly wages by industry and geography.
Because QCEW draws from administrative records, it can provide rich detail that sample surveys cannot match. Analysts can study counties, metropolitan areas, industries, ownership types, and wage patterns. The tradeoff is timeliness: QCEW arrives later than monthly survey-based releases.
What It Measures
Measure | Use |
|---|---|
Establishments | Tracks business locations covered by the program. |
Employment | Shows covered jobs by month and quarter. |
Total wages | Measures wages paid during the quarter. |
Average weekly wage | Supports local and industry wage comparisons. |
Industry and geography | Allows detailed regional and sector analysis. |
Financial Uses
QCEW helps investors, businesses, and local planners understand where jobs and wages are growing or shrinking. A lender may use regional wage and employment trends to evaluate local credit conditions. A real estate analyst may use county employment growth to assess apartment demand, retail demand, or office risk.
Businesses can use QCEW to compare wage levels across markets, study labor availability, or evaluate expansion sites. Public officials use it to understand regional industry concentration and employment changes.
QCEW Versus the Monthly Jobs Report
The Employment Situation report is faster and more market-moving. QCEW is slower but more comprehensive and granular. The monthly jobs report gives a near-term read on payroll growth, unemployment, and labor-force conditions. QCEW helps refine and benchmark that picture with administrative data.
That difference is important. QCEW can confirm or challenge what faster indicators suggested, but it usually arrives too late to be the first signal.
Benchmarking Role
QCEW also matters because it supports benchmarking for faster labor-market estimates. Monthly survey data are valuable because they arrive quickly, but administrative records can later refine the picture. That is why QCEW is often important when analysts revisit whether payroll growth was stronger or weaker than first reported.
The lag can be frustrating, but it is the price of breadth and detail. QCEW is less useful for reacting to today’s market move and more useful for understanding the underlying employment base in a region or industry.
QCEW can also reveal local concentrations that national data hide. A county may be heavily exposed to energy, tourism, government, technology, or manufacturing, and that exposure can shape housing demand, tax receipts, lending risk, and household income stability.
Because QCEW uses covered employment, analysts should still understand what is outside the coverage and avoid treating it as a perfect count of every income-producing activity.
The Bottom Line
The Quarterly Census of Employment and Wages is a detailed administrative-data view of jobs and wages. It is less timely than the monthly jobs report, but it is valuable for regional, industry, benchmarking, and wage analysis.