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Heterotrait-Monotrait Ratio (HTMT)

HR & WorkReliability: statistical estimator4 sample items

About this scale

A modern discriminant-validity estimator: ratio of cross-construct correlations to within-construct correlations. HTMT < 0.85 (conservative) or < 0.90 (liberal) supports discriminant validity.

Sample item(s)

“Compute average within-construct correlations”
“Compute average between-construct correlations”
“HTMT = between / sqrt(within1 × within2)”
“< 0.85 supports discriminant validity”

Reliability

Reported internal consistency: statistical estimator. As a rule of thumb, Cronbach’s α ≥ .70 is considered acceptable, ≥ .80 good, and ≥ .90 excellent for established measures.

Notes

Modern alternative to Fornell-Larcker.

Source & citation

Henseler, J., Ringle, C. M., & Sarstedt, M. (2015): A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, Vol. 43, No. 1, pp. 115–135.

Henseler, J., Ringle, C. M., & Sarstedt, M. (2015): A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, Vol. 43, No. 1, pp. 115–135.

Source. Scale details are summarised from the publication cited above. Always consult the original source for the full item set, scoring, and permission to use.

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