# The Road to Hell Is Paved With Good Intentions: How Common Practices in Scale Construction Hurt Validity

> Research article (Assessment, 2022) · cited 32× · AI/ML

**Wikidata**: [openalex:W4298088290](https://www.wikidata.org/wiki/openalex:W4298088290)  
**Source**: https://4ort.xyz/entity/the-road-to-hell-is-paved-with-good-intentions-how-common-practices-in-scale-construction-hurt-validity