Unemployment Claims and the CLF as a Recession Indicator: April 2026

Every week, we provide an update on unemployment claims shortly after the BLS report is made available. While the financial press often reacts to volatile, simplistic weekly estimates, our focus remains on the four-week moving average to identify broader trends.

Weekly Unemployment Initial Claims continuing jobless claims

The Raw Data vs. Reality

Historically, the four-week moving average rises at or before a recession and peaks as it ends. However, viewing raw, seasonally adjusted numbers can be misleading. To understand the true impact, we must account for the massive growth in the Civilian Labor Force (CLF), which has more than doubled from 76.5 million in 1967 to nearly 170 million today.

What is the Civilian Labor Force (CLF)?

The civilian labor force (CLF) is the total number of working age people (16 and over) who are either employed or unemployed. It does not include military personnel, federal government employees, retirees, institutionalized individuals, agricultural workers, handicapped people, or "discouraged" workers. The curve of the line, which the regression helps us visually quantify, largely reflects the employment demographics of the baby boom generation, those born between 1946 and 1964. In 1967 they were starting to turn 21. The oldest are currently eligible for full retirement benefits. Another factor in the curve is the rising participation of women in the labor force.

Civilian Labor Force