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Analyzing Predictors of Perceived Graduate Employability from Sufficiency and Necessity Perspectives
Yin Ma; Dawn Bennett – Higher Education: The International Journal of Higher Education Research, 2024
This study aims to understand the sufficient, necessary, and critical factors of students' perceived employability (PE). It employs an innovative combination of Partial Least Squares Structural Equation Modeling (PLS-SEM), Necessary Condition Analysis (NCA), and Importance-Performance Matrix Analysis (IPMA). PE is conceptualized as five…
Descriptors: Predictor Variables, College Graduates, Employment Potential, Human Capital
Obschonka, Martin; Silbereisen, Rainer K.; Schmitt-Rodermund, Eva – Career Development Quarterly, 2012
Applying a life-span approach of human development and using the example of science-based business idea generation, the authors used structural equation modeling to test a mediation model for predicting entrepreneurial behavior in a sample of German scientists (2 measurement occasions; Time 1, N = 488). It was found that recalled early…
Descriptors: Foreign Countries, Personality Traits, Structural Equation Models, Social Capital
Coley, Rebekah Levine; Hernandez, Daphne C. – Developmental Psychology, 2006
In a sample of low-income families (N = 239), structural equation models assessed predictors of fathers' involvement with preschool-aged children in instrumental, behavioral, and emotional realms. Results suggest that parental conflict has a strong negative relation with father involvement. Fathers' human capital characteristics, healthy…
Descriptors: Structural Equation Models, Social Capital, Low Income, Low Income Groups