“The Psychometric Location of Wisdom-Related Performance: Intelligence, Personality, and More?”, Ursula M. Staudinger, David F. Lopez, Paul B. Baltes1997-11-01 (, )⁠:

The present study aims at presenting evidence on the psychometric location of a measure of ‘wisdom’-related performance in relation to standard measures of intelligence, personality, and their interface.

A sample of 125 men and women heterogeneous with regard to age, years of education, and professional status responded verbally to 3 wisdom-related dilemmas and completed a psychometric battery of 33 scales (12 tests) involving intelligence, personality, and the personality-intelligence interface.

Findings were consistent with predictions. First, 40% of the variance in wisdom-related performance was predicted by measures of intelligence, personality, and their interface, although none of the individual predictors could be considered equivalent to the authors’ measure of wisdom-related performance. Second, the personality-intelligence-interface measures provided the largest unique share (15%). Third, wisdom-related performance evinced a fair degree of measurement independence (uniqueness).

Zero-Order Correlations Between Predictors and Wisdom-Related Performance: After applying the Bonferroni correction for multiple testing, wisdom-related performance was statistically-significantly correlated (α = 0.05) with 11 of the possible 33 scales—specifically,

For each of these 11 zero-order correlations, the direction of the correlation was in the direction suggested by our a priori theoretical analysis. Due to overlap in predictive variance, these zero-order correlations are less informative with respect to their absolute size than with regard to their pattern (see below).

Figure 1: The psychometric location of wisdom-related performance: Unique and shared portions of predictive variance of measures of intelligence, personality, and the personality-intelligence-interface (based on commonality analysis). Note: The estimated unique variance component of wisdom-related tasks refers to the average of the 3 predictive equations presented in Table 2.