Data Product Success Metrics: Why They're Misleading

High adoption rates and satisfaction scores can mask serious problems. A 372-user platform with 94% approval actually slowed decisions by 11 days and created 47 competing workflows. Real data product success requires measuring business outcomes, not just user engagement. Full article: https://davidohnstad.com/data-product-success-metrics-misleading/

Authors

David Ohnstad

Publication Details

Journal: Zenodo (CERN European Organization for Nuclear Research)
Published: 2026-11-02
DOI: https://doi.org/10.5281/zenodo.23893235
Primary Topic: Big Data and Business Intelligence
Type: article
Field-Weighted Citation Impact: 0.00

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article

Data Product Success Metrics: Why They're Misleading

David Ohnstad

Nov 2, 2026

8 links

Zenodo (CERN European Organization for Nuclear Research)

Big Data and Business Intelligence

article

Data Product Success Metrics: Why They're Misleading

David Ohnstad

November 2, 2026article en

Abstract

Zenodo (CERN European Organization for Nuclear Research)

Openalex Percentile: Top 10%

Big Data and Business Intelligence

DOI Open Access PDF OpenAlex

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Data Product Success Metrics: Why They're Misleading — David Ohnstad · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS