Gemini Summary
Signal Summary:
-
Configuration statement (mandatory):
Given the 1.07 Z-score in ICSA and 1.48 in CCSA, this setup aligns with
Upward-biased price paths and Compressed volatility,
where the dominant risk is Trend continuation, not Mean reversion. (1)
- The signal is currently in a "Tightening" regime, reflecting broad labour market improvement and firming hiring momentum. (1)
- Conviction Band: High; Interpretation Confidence: High Confidence; Internal Conflict Flag: No. Signal Stability Assessment: Improving; Threshold Proximity: Far; Revision Sensitivity: Moderate.
Methodology Applied:
- A composite score above 0.75 defines the "Tightening" regime, implying a risk-on bias and expansionary conditions. (1)
- Claims data (ICSA/CCSA) are treated as leading indicators for payrolls (PAYEMS). (1)
- Rising values in the composite signal imply cyclical labour market strength and expansion. (1)
- Labour Market Momentum Signal, latest observation: 2026-05-31. (1)
Key Dynamics:
- The primary driver is the sharp improvement in jobless claims, with CCSA Z-scores reaching 1.48. (1)
- Hiring momentum is accelerating, as evidenced by the transition from Neutral to Tightening over the last quarter. (1)
- No internal offsets are present; both layoff-driven (claims) and hiring-driven metrics show consistent improvement. (1)
- Conditional Invalidation: The interpretation reverses if the composite falls below the -0.75 "Softening" threshold. (1)
Scenario Balance:
- Base case dominant: Continued expansion supported by historically low layoff activity.
- Upside risk: Late-cycle overheating if payroll growth significantly exceeds expectations.
- Downside risk: Sudden spike in weekly claims invalidating the leading momentum.
Time Horizon & Aggregation:
- Time Horizon: Cyclical (months) as it identifies turning points in the employment cycle. (1)
- Aggregation Weight Hint: High, due to strong internal coherence and regime clarity.
Macro Relevance:
- This signal informs the "Demand" macro dimension, as firm labour supports consumer spending power.
- The economic mechanism is a positive feedback loop between easing layoffs and sustained hiring. (1)
- Cycle position: Not determined by methodology, but signals expansion. (1)
Regime Context:
- The signal entered the "Tightening" regime in April 2026 after a prolonged "Neutral" phase.
- Direction of change: Strengthening, with the composite score rising from 0.89 to 1.27.
Model Limitations:
- Weekly claims are volatile and payrolls remain subject to significant annual revisions. (1)
- Policy changes can distort claims levels, potentially masking underlying economic trends. (1)
Data & References:
- Labour Market Momentum Signal (2026-05-31): ICSA, CCSA, PAYEMS. (1)
- Most influential: CCSA (Continuing Claims) Z-score of 1.48. (1)
- Public data like JOLTS or consumer confidence would provide further hiring demand validation.
Labour Market Momentum Chart

Composite of jobless claims and payroll momentum.
Labour Market Momentum Table▸
|
ICSA |
CCSA |
PAYEMS |
ICSA_YoY |
CCSA_YoY |
PAYEMS_YoY |
PAYEMS_3mDiff |
Z_ICSA |
Z_CCSA |
Z_PAYEMS |
Labor_Momentum |
Labor_Regime |
| Date |
|
|
|
|
|
|
|
|
|
|
|
|
| 2023-06-30 |
236000.0 |
1775000.0 |
155880.0 |
0.113208 |
0.265146 |
0.023117 |
746.0 |
-0.523098 |
-0.762559 |
-0.587180 |
-0.624279 |
Neutral |
| 2023-07-31 |
238000.0 |
1774000.0 |
156043.0 |
0.043860 |
0.243167 |
0.019409 |
668.0 |
-0.475877 |
-0.740304 |
-0.665057 |
-0.627079 |
Neutral |
| 2023-08-31 |
234000.0 |
1804000.0 |
156261.0 |
0.114286 |
0.272214 |
0.018903 |
606.0 |
-0.580030 |
-0.769716 |
-0.711796 |
-0.687181 |
Neutral |
| 2023-09-30 |
216000.0 |
1798000.0 |
156417.0 |
0.136842 |
0.287044 |
0.018459 |
537.0 |
-0.632059 |
-0.784732 |
-0.681591 |
-0.699461 |
Neutral |
| 2023-10-31 |
217000.0 |
1819000.0 |
156576.0 |
0.074257 |
0.272028 |
0.017130 |
533.0 |
-0.588515 |
-0.769528 |
-0.563907 |
-0.640650 |
Neutral |
| 2023-11-30 |
213000.0 |
1812000.0 |
156703.0 |
0.019139 |
0.198413 |
0.015955 |
442.0 |
-0.533335 |
-0.694985 |
-0.588425 |
-0.605582 |
Neutral |
| 2023-12-31 |
200000.0 |
1751000.0 |
156857.0 |
-0.024390 |
0.104732 |
0.016295 |
440.0 |
-0.488529 |
-0.602251 |
-0.590296 |
-0.560359 |
Neutral |
| 2024-01-31 |
226000.0 |
1804000.0 |
157032.0 |
0.130000 |
0.107428 |
0.014576 |
456.0 |
-0.688398 |
-0.621819 |
-0.575328 |
-0.628515 |
Neutral |
| 2024-02-29 |
212000.0 |
1788000.0 |
157238.0 |
0.024155 |
0.075812 |
0.014007 |
535.0 |
-0.557268 |
-0.607114 |
-0.501424 |
-0.555269 |
Neutral |
| 2024-03-31 |
223000.0 |
1810000.0 |
157466.0 |
-0.047009 |
0.063455 |
0.015032 |
609.0 |
-0.349848 |
-0.518756 |
-0.340627 |
-0.403077 |
Neutral |
| 2024-04-30 |
207000.0 |
1788000.0 |
157530.0 |
-0.028169 |
0.043783 |
0.013870 |
498.0 |
-0.204387 |
-0.344340 |
-0.380287 |
-0.309671 |
Neutral |
| 2024-05-31 |
220000.0 |
1804000.0 |
157608.0 |
-0.039301 |
0.045797 |
0.012547 |
370.0 |
-0.077014 |
-0.197461 |
-0.505213 |
-0.259896 |
Neutral |
| 2024-06-30 |
238000.0 |
1853000.0 |
157695.0 |
0.008475 |
0.043944 |
0.011644 |
229.0 |
-0.092613 |
-0.110762 |
-0.639915 |
-0.281097 |
Neutral |
| 2024-07-31 |
248000.0 |
1871000.0 |
157748.0 |
0.042017 |
0.054679 |
0.010926 |
218.0 |
-0.143438 |
-0.066811 |
-0.631666 |
-0.280638 |
Neutral |
| 2024-08-31 |
227000.0 |
1845000.0 |
157757.0 |
-0.029915 |
0.022727 |
0.009574 |
149.0 |
-0.021092 |
0.004341 |
-0.672613 |
-0.229788 |
Neutral |
| 2024-09-30 |
227000.0 |
1858000.0 |
157912.0 |
0.050926 |
0.033370 |
0.009558 |
217.0 |
-0.141082 |
-0.001701 |
-0.575909 |
-0.239564 |
Neutral |
| 2024-10-31 |
219000.0 |
1876000.0 |
157945.0 |
0.009217 |
0.031336 |
0.008743 |
197.0 |
-0.065116 |
0.001184 |
-0.553930 |
-0.205954 |
Neutral |
| 2024-11-30 |
222000.0 |
1859000.0 |
158079.0 |
0.042254 |
0.025938 |
0.008781 |
322.0 |
-0.119374 |
0.007659 |
-0.349388 |
-0.153701 |
Neutral |
| 2024-12-31 |
212000.0 |
1868000.0 |
158316.0 |
0.060000 |
0.066819 |
0.009301 |
404.0 |
-0.149248 |
-0.035210 |
-0.227156 |
-0.137204 |
Neutral |
| 2025-01-31 |
212000.0 |
1876000.0 |
158268.0 |
-0.061947 |
0.039911 |
0.007871 |
323.0 |
0.071250 |
0.002611 |
-0.315383 |
-0.080507 |
Neutral |
| 2025-02-28 |
241000.0 |
1889000.0 |
158310.0 |
0.136792 |
0.056488 |
0.006818 |
231.0 |
-0.292892 |
-0.017733 |
-0.413581 |
-0.241402 |
Neutral |
| 2025-03-31 |
220000.0 |
1852000.0 |
158377.0 |
-0.013453 |
0.023204 |
0.005785 |
61.0 |
0.008589 |
0.030041 |
-0.571950 |
-0.177773 |
Neutral |
| 2025-04-30 |
239000.0 |
1876000.0 |
158485.0 |
0.154589 |
0.049217 |
0.006062 |
217.0 |
-0.343449 |
-0.006758 |
-0.363450 |
-0.237886 |
Neutral |
| 2025-05-31 |
244000.0 |
1947000.0 |
158498.0 |
0.109091 |
0.079268 |
0.005647 |
188.0 |
-0.253815 |
-0.058384 |
-0.394213 |
-0.235470 |
Neutral |
| 2025-06-30 |
231000.0 |
1952000.0 |
158478.0 |
-0.029412 |
0.053427 |
0.004965 |
101.0 |
0.117044 |
-0.004655 |
-0.472257 |
-0.119956 |
Neutral |
| 2025-07-31 |
219000.0 |
1963000.0 |
158542.0 |
-0.116935 |
0.049172 |
0.005033 |
57.0 |
0.513683 |
0.005429 |
-0.478524 |
0.013530 |
Neutral |
| 2025-08-31 |
236000.0 |
1927000.0 |
158472.0 |
0.039648 |
0.044444 |
0.004532 |
-26.0 |
-0.104605 |
0.019665 |
-0.541188 |
-0.208709 |
Neutral |
| 2025-09-30 |
225000.0 |
1929000.0 |
158548.0 |
-0.008811 |
0.038213 |
0.004028 |
70.0 |
0.094412 |
0.037482 |
-0.422696 |
-0.096934 |
Neutral |
| 2025-10-31 |
221000.0 |
1962000.0 |
158408.0 |
0.009132 |
0.045842 |
0.002931 |
-134.0 |
0.022336 |
0.015668 |
-0.654480 |
-0.205492 |
Neutral |
| 2025-11-30 |
216000.0 |
1894000.0 |
158449.0 |
-0.027027 |
0.018827 |
0.002341 |
-23.0 |
0.183676 |
0.159350 |
-0.506486 |
-0.054487 |
Neutral |
| 2025-12-31 |
203000.0 |
1900000.0 |
158432.0 |
-0.042453 |
0.017131 |
0.000733 |
-116.0 |
0.276342 |
0.293750 |
-0.582000 |
-0.003969 |
Neutral |
| 2026-01-31 |
230000.0 |
1859000.0 |
158592.0 |
0.084906 |
-0.009062 |
0.002047 |
184.0 |
-0.377545 |
0.682545 |
-0.178618 |
0.042127 |
Neutral |
| 2026-02-28 |
214000.0 |
1847000.0 |
158436.0 |
-0.112033 |
-0.022234 |
0.000796 |
-13.0 |
0.797835 |
0.831436 |
-0.385899 |
0.414457 |
Neutral |
| 2026-03-31 |
203000.0 |
1787000.0 |
158621.0 |
-0.077273 |
-0.035097 |
0.001541 |
189.0 |
0.639476 |
0.952785 |
-0.056208 |
0.512018 |
Neutral |
| 2026-04-30 |
190000.0 |
1758000.0 |
158736.0 |
-0.205021 |
-0.062900 |
0.001584 |
144.0 |
1.532767 |
1.247977 |
-0.112063 |
0.889560 |
Tightening |
| 2026-05-31 |
209000.0 |
1782000.0 |
NaN |
-0.143443 |
-0.084746 |
0.001502 |
NaN |
1.067190 |
1.475840 |
NaN |
1.271515 |
Tightening |
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