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Updated: Jun 25, 2025

Problem-Solving Before Instruction PS-I: A Protocol for Assessment and Intervention in Students with Different Abilities
Published on: September 11, 2021
Perseverance, a measure of conscientiousness, is a valid predictor of achievement and truancy across the globe
Luyao Zhang1, Eunike Wetzel2, Hee J Yoon3
1Department of Sociology, School of Public Affairs, Nanjing University of Science and Technology.
Abstract:
Is Conscientiousness a useful construct across cultures? Using the 2012 Program for International Student Assessment data, we examined whether perseverance, a measure of Conscientiousness, was related to achievement and truancy across 62 countries/regions (N > 470,000). We investigated whether these relationships were linear or curvilinear in nature and assessed the utility of item-level information. After establishing partial metric invariance of the perseverance measure across various countries/regions and cultural regions, our findings unveiled that perseverance consistently predicted both math achievement and truancy, with predominantly linear associations. Notably, among the five items of the Perseverance scale, the item reflecting one's tendency to give up easily in the face of challenges emerged as the strongest and most consistent predictor of math achievement. Further, country-level correlations between perseverance and both math achievement and truancy displayed contradictory patterns compared to individual-level correlations, suggesting the presence of biasing factors in how people respond to these measures. Nonetheless, it appears reasonable to conclude that measures of Conscientiousness are pan-cultural predictors of achievement and truancy. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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