August Jobs Gender Decomposition Macro Lab

Headline Net Payroll Change
+142.0k
Total nonfarm establishment payrolls
Net Women Job Gains
+133.8k
94.2% of total net payroll gain
Net Men Job Gains
+8.2k
5.8% of total net payroll gain
Dominant Sector Engine
Healthcare & Social Assistance
+44.1k net jobs (77.4% female share)

Why did women capture nearly all net gains?

Net job growth was concentrated in heavily female-staffed non-cyclical service sectors (Healthcare, Education, and Local Government) while male-concentrated cyclical goods-producing sectors (Manufacturing and Construction) contracted, compounding female share to 94.2% of net payroll expansion.

Sectoral Net Job Flow & Gender Decomposition

Female Share
Male Share
Industry Sector Net Change (k) Female Ratio Female Net (k) Male Net (k)

Establishment vs. Household Survey: The BLS Nonfarm Payroll (CES) counts jobs by industry establishment, while the Household Survey (CPS) measures individual labor force status and prime-age participation.

Because healthcare and education are structural service anchors with high female employment concentrations (>68%), cyclical slowdowns in durable manufacturing and heavy construction create an extreme divergence in headline gender net shares.

Interactive Sector Sandbox

Adjust monthly gains
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