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Latent profile analysis

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Full-Text Articles in Industrial and Organizational Psychology

Profiles And Culture: Multi-Level Latent Profiles Based On Personality Traits And Facets And Profile Influences On Performance Outcomes Across Cultures, Weiwei Liu Jul 2021

Profiles And Culture: Multi-Level Latent Profiles Based On Personality Traits And Facets And Profile Influences On Performance Outcomes Across Cultures, Weiwei Liu

Theses and Dissertations

Personality research has traditionally adopted a variable-centric approach but recently more studies have adopted a person-centric approach. A person-centric approach can provide additional insights in that it explores for multiple unobserved subgroups within a population and examines the extent to which relationships may differ across subgroups. The current study adds to this growing area in four ways. First, studies have attempted to identify common personality profiles, but results have been inconsistent and very few studies have examined work-relevant samples. The current study addresses this issue based on a large sample that is diverse in terms of industries, occupations, and countries. …


Work-Family Centrality Profile And Its Moderating Role On The Effects Of Work-Family Conflict, Anqi Li May 2019

Work-Family Centrality Profile And Its Moderating Role On The Effects Of Work-Family Conflict, Anqi Li

Theses and Dissertations

This dissertation employs latent profile analysis to explore potential work-family centrality profiles and its associated antecedents, distal outcomes, as well as its interaction effect with work-family conflict in shaping match-domain outcomes. Stemmed from the identity theory (Stryker, 1968, 1980), work centrality and family centrality describe how central an individual places identities associated with work roles and family roles relatively to one’s overall identity, respectively. A person’s work-family centrality profiles is configured by one’s standings on work centrality and family centrality simultaneously. Two studies were conducted in this dissertation. Study 1 followed the three-step approach to latent profile analysis (Asparouhov & …