White-Collar Labor
Indicator Study | Emerging | As of 2026-10-09 | Freshness 9d
White-Collar Labor is 'emerging' with a composite score of 46.2. The hottest components are Claims spillover 47.9, Hiring deterioration 47.5.
Component Scores
| Component | Score |
|---|---|
| Hiring deterioration | 47.46 |
| Hours softening | 40.31 |
| Claims spillover | 47.92 |
Current Drivers
| Driver | Component | Score | Raw | Transformed |
|---|---|---|---|---|
| Professional and business services job openings | Hiring deterioration | 52.16 | 1186.00 | 6.47 |
| Professional and business services hires | Hiring deterioration | 49.55 | 4.20 | 4.55 |
| Continuing unemployment claims | Claims spillover | 48.28 | 1716000.00 | -11.00 |
| Initial unemployment claims | Claims spillover | 47.56 | 197000.00 | -15.45 |
| Temporary-help employment | Hiring deterioration | 40.67 | 2486.80 | -1.43 |
| Average weekly hours in professional and business services | Hours softening | 40.31 | 36.70 | -0.27 |
Metrics
| Metric | Value |
|---|---|
| Score | 46.19 |
| Freshness Days | 9 |
| Panel As Of Date | 2026-10-09 |
| Source As Of Date | 2026-10-03 |
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 9 day(s) old.
Commentary
White-Collar Labor is 'emerging' with a composite score of 46.2. The hottest components are Claims spillover 47.9, Hiring deterioration 47.5.
Deterministic fallback commentary (AI unavailable): - score: 46.1914 - freshness_days: 9 - panel_as_of_date: 2026-10-09 - source_as_of_date: 2026-10-03 Caveat: This summary is template-based and may miss contextual drivers outside these indicators.