# CEOs Push Questionable Tools Despite Lower Productivity

> Source: <https://letsdatascience.com/news/ceos-push-questionable-tools-despite-lower-productivity-0d7553f6>
> Published: 2026-06-21 00:37:49.096483+00:00

Industry Applicationsmanagement behaviortool adoptionproductivity

# CEOs Push Questionable Tools Despite Lower Productivity

|

5.4

**CEOs** are pushing new, highly questionable tools on subordinates even when those tools reduce productivity. The dynamic is labeled **Barnum's Law of CEOs**. The description begins: "The findings are based on a..."

## Scoring Rationale

Highlights managerial adoption-productivity tradeoffs relevant to practitioners; not a technical model or funding event, so moderate impact.

Practice with real Ad Tech data

90 SQL & Python problems · 15 industry datasets

Used by DS/ML engineers at top companies

[Active Search Campaigns by BudgetEasy](/problems/sql/active-search-campaigns-by-budget)

[High CPC Clicks & Poor Landing PagesMedium](/problems/sql/high-cpc-clicks-poor-landing-page)

[Campaign ROAS by Attribution ModelHard](/problems/sql/campaign-roas-by-attribution-model)

250 free problems · No credit card

[See all Ad Tech problems](/problems/datasets/adtech)
