Survey Data on Metalinguistic Awareness and Cross-Contextual Communication

A quantitative survey dataset from 709 participants measuring Metalinguistic Awareness and Cross-Contextual Communication Effectiveness. The data was collected by Jie Cai and shows a strong positive correlation (r = 0.739) between the two constructs. The dataset was last updated on 2026-05-18.

Use Cases

• Analyzing the correlation between metalinguistic awareness dimensions and communication effectiveness based on survey scales.
• Training predictive models for communication effectiveness using pragmatic, reflective, and discourse awareness as features.
• Investigating the relationship between cross-cultural experience and language awareness metrics.
• Designing instructional interventions focused on higher-order language skills based on identified statistical predictors.

Strengths

• Dataset includes results from 709 survey participants.
• Analysis shows a strong correlation (r = 0.739, p < 0.001) and a regression model explaining 59.1% of variance.
• Specific beta weights are provided for key predictors like pragmatic awareness (β = 0.231).

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• The 66.1 KB file size suggests a limited scope, likely containing aggregated results rather than raw individual responses.

Provenance

Source

Jie Cai via figshare.

Collection Method

Quantitative survey using validated MAS and CCC scales.

Freshness

Last updated 2026-05-18 05:43:02; freshness should be verified.