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Showing 4 of 4 papers in Psychological Statistics

From Correlation to Causation: Integrated Causal Inference and Precision Intervention Pathways for Construction Workers' Mental Health Risks

Ling Zhicheng, Yu-Han Liu, Juan Wang, Huanglong, Huanglong
2025-11-03 ChinaXiv: chinaxiv-202511.00044 Mixed Source

Abstract Background: Construction workers face severe mental health challenges, with the prevalence of anxiety, depression, stress, and burnout being significantly higher than in other industries. However, existing research is mostly limited to a "problem-oriented" approach, relying excessively on c…

Research on Person Fit in Cognitive Diagnostic Assessment

Yu Xiaofeng, Tang Qian, Qin Chunying, Li Yujun, YU Xiaofeng
2022-05-12 ChinaXiv: chinaxiv-202204.00026

Typically, cognitive diagnosis necessitates diagnostic evaluation of examinees through cognitive diagnosis models. The validity of diagnostic results generated by cognitive diagnosis models depends on the congruence between examinees' response patterns and the selected model. Consequently, when eval…

A Study of Person Fit Based on Residual Statistics in Polytomously Scored Tests

Tong Hao, Yu Xiaofeng, Qin Chunying, Peng Yafeng, Zhong Xiaoyuan, Yu Xiaofeng
2022-04-06 ChinaXiv: chinaxiv-202204.00023

This study proposes a personal fit statistic R for polytomous scoring items to investigate its performance in detecting six common aberrant response patterns (cheating, guessing, random responding, carelessness, innovative responding, and mixed aberrance), and compares it with the standardized log-l…

Two Decades of Structural Equation Modeling in China: Methodological Research and Model Development in the 21st Century

Wang Yang, Wen Zhonglin, Li Wei, Fang Jie, Wen Zhonglin
2022-03-08 ChinaXiv: chinaxiv-202203.00021

During the first two decades of the 21st century, domestic methodological research on Structural Equation Modeling (SEM) primarily encompassed five themes: model development, parameter estimation, model evaluation, measurement invariance, and special data processing, with particularly substantial ac…