SHIOSStrategic Honesty Intelligence
All forecasts

Forecast cd58f428 · published 2026-07-30

Around 1 job postings mentioning change management are expected the week of Jun 29–Jul 5, 2026 (likely range: 0–5, 80% confidence) — roughly flat from 1 the week of Jun 1–7, 2026.

What was claimed

The forecast

Target period
Jun 29–Jul 5, 2026
Predicted mentions
1 job postings
Direction
→ Roughly flat
Method
Linear trend fit with confidence interval
Review by
2026-07-05
Expires
2026-07-12

Confidence at publication

12%

What happened

Outcome

Actual mentions
2 job postings
Off by
1 postings
Accuracy
60%
Direction
✗ Missed

Interval 0.0-4.7 covered the observed 2.0 (up) in 2026-W27; point estimate was 1.2 (flat).

Observed history

change management — the series behind the fit

May 4–10, 2026: 2 mentionsMay 11–17, 2026: 3 mentionsMay 18–24, 2026: 3 mentionsMay 25–31, 2026: 3 mentionsJun 1–7, 2026: 1 mentions

How we know

Evidence

12

Confidence

12%

Source diversity

0 sources

Last updated

2026-07-30

Reality validation

Predicted
1.2
Actual
2
Accuracy
60%
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
2026-07-05
Can it be edited?
No — forecasts are locked at publication and scored as-is

Track record for change management

6 forecasts published, 3 scored, mean accuracy 47%.

No source documents resolve for this artefact.