Table 1_Exploring the inter-factor network of psychological abuse, life-event stress, and

Jiawei Cao's dataset contains network analysis results from a study of 693 first-year Chinese college students, examining associations between childhood psychological abuse, life-event stress responses, and suicidal behavior. The data, last updated on March 17, 2026, was collected via validated self-report measures and analyzed using Gaussian graphical models and bridge centrality indices. It provides evidence for dynamic interactions among psychological systems rather than linear causal pathways.

Use Cases

• Identify key bridge nodes (e.g., neglect, intrusion, arousal) linking psychological abuse to suicidal outcomes based on the network analysis results.
• Conduct network comparison tests to examine gender differences in global connectivity strength, as described in the study.
• Validate or replicate findings on the dense within- and cross-domain connections among abuse, stress, and suicidal behavior factors.
• Develop targeted intervention models by leveraging the identified stress-related pathways between early abuse and suicidal behavior.

Strengths

• Data is based on a sample of 693 first-year college students, providing a specific population size.
• Analysis includes validated self-report measures and advanced statistical methods (EBICglasso, bridge centrality).
• Dataset is openly licensed under CC-BY-4.0, facilitating reuse and sharing.

Limitations

• Row count and column-level documentation are unknown, which may limit suitability assessment.
• Data may reflect geographic and demographic bias inherent to the sample of Chinese college students.
• The dataset is very small at 11.5 KB, indicating limited scope, likely containing summary or analysis results rather than raw survey data.

Provenance

Source

Author Jiawei Cao, published on figshare.

Collection Method

Data gathered via self-report measures from a cross-sectional study of first-year college students.

Freshness

Last updated 2026-03-17 13:06:38; freshness should be verified.

Geography

China (college student population).