White-Collar Labor
Indicator Study | Emerging | As of 2026-09-04 | Freshness 10d
White-Collar Labor is 'emerging' with a composite score of 45.5. The hottest components are Hiring deterioration 52.1, Claims spillover 50.4.
Component Scores
| Component | Score |
|---|---|
| Hiring deterioration | 52.06 |
| Hours softening | 21.89 |
| Claims spillover | 50.42 |
Current Drivers
| Driver | Component | Score | Raw | Transformed |
|---|---|---|---|---|
| Professional and business services hires | Hiring deterioration | 60.21 | 4.00 | 11.11 |
| Professional and business services job openings | Hiring deterioration | 55.11 | 1138.00 | 10.18 |
| Continuing unemployment claims | Claims spillover | 50.84 | 1779000.00 | -7.68 |
| Initial unemployment claims | Claims spillover | 50.00 | 206000.00 | -12.71 |
| Temporary-help employment | Hiring deterioration | 40.87 | 2519.50 | -1.94 |
| Average weekly hours in professional and business services | Hours softening | 21.89 | 36.80 | -0.82 |
Metrics
| Metric | Value |
|---|---|
| Score | 45.45 |
| Freshness Days | 10 |
| Panel As Of Date | 2026-09-04 |
| Source As Of Date | 2026-08-29 |
Charts
Component contribution bars
Higher scores indicate more replacement pressure or fragility for this study.
Normalized history panel
All lines are scored on the same 0-100 scale using trailing z-scores on a weekly Friday panel.
Notes
- Higher scores mean white-collar labor conditions look softer and more replacement-prone.
- Claims are weekly; payroll and JOLTS series are forward-filled to the weekly panel rather than upsampled with interpolation.
- Mechanism note: Replacement pressure shows up first through slower hiring, weaker hours, and then broader claims spillover rather than immediate mass unemployment.
- Freshness: the stalest source series in this study is 10 day(s) old.
Commentary
White-Collar Labor is 'emerging' with a composite score of 45.5. The hottest components are Hiring deterioration 52.1, Claims spillover 50.4.
Deterministic fallback commentary (AI unavailable): - score: 45.4513 - freshness_days: 10 - panel_as_of_date: 2026-09-04 - source_as_of_date: 2026-08-29 Caveat: This summary is template-based and may miss contextual drivers outside these indicators.