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Forecast 48e6f7a8 · published 2026-08-18

Around 0 job postings mentioning change management are expected the week of Sep 14–20, 2026 (likely range: 0–3, 80% coverage) — roughly flat from 0 the week of Aug 17–23, 2026.

Missed

What was claimed

The forecast

Target period
Sep 14–20, 2026
Predicted mentions
0 job postings
Direction
→ Roughly flat
Method
Linear trend fit with confidence interval
Review by
2026-09-20
Expires
2026-09-27

Confidence at publication

Early signal

What happened

Outcome

Actual mentions
109 job postings
Off by
109 postings
Accuracy
0%
Direction
✗ Missed
Predicted range
✗ Actual fell outside it

Interval 0.0-2.6 missed the observed 109.0 (up) in 2026-W38; point estimate was 0.4 (flat).

Observed history

change management — the series behind the fit

Jun 22–28, 2026: 0 mentionsJun 29–Jul 5, 2026: 0 mentionsJul 6–12, 2026: 0 mentionsJul 13–19, 2026: 0 mentionsJul 20–26, 2026: 1 mentionsJul 27–Aug 2, 2026: 0 mentions

How we know

Evidence

9

Confidence

Early signal

Source diversity

0 sources

Last updated

2026-08-18

Reality validation

Predicted
0.36
Actual
109
Accuracy
0%
Direction
missed

How this forecast was made

Approach
Linear trend fitted to recent weekly counts, with a range to account for uncertainty
How far ahead
4 weeks
Checked against reality by
2026-09-20
Can it be edited?
No — forecasts are locked at publication and scored as-is

Track record for change management

15 forecasts published, 9 scored, mean accuracy 30%.

No source documents resolve for this artefact.