Data Product Adoption: Why High Login Rates Miss the Mark

An 87% dashboard adoption rate looked perfect until a finance director questioned the numbers. High login metrics don't guarantee trust or business value. Discover which data product KPIs actually predict long-term success and user confidence. Full article: https://davidohnstad.com/data-product-adoption-metrics-trust/

Authors

David Ohnstad

Publication Details

Journal: Zenodo (CERN European Organization for Nuclear Research)
Published: 2026-11-02
DOI: https://doi.org/10.5281/zenodo.23892825
Primary Topic: Big Data and Business Intelligence
Type: article
Field-Weighted Citation Impact: 0.00

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article

Data Product Adoption: Why High Login Rates Miss the Mark

David Ohnstad

Nov 2, 2026

3 links

Zenodo (CERN European Organization for Nuclear Research)

Big Data and Business Intelligence

article

Data Product Adoption: Why High Login Rates Miss the Mark

David Ohnstad

November 2, 2026article en

Abstract

Zenodo (CERN European Organization for Nuclear Research)

Openalex Percentile: Top 9%

Big Data and Business Intelligence

DOI Open Access PDF OpenAlex

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Data Product Adoption: Why High Login Rates Miss the Mark — David Ohnstad · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS