Survey Data for Regression Analysis of Reality Shock Among Nurses

381 survey responses from newly graduated nurses used for a multiple linear regression analysis of reality shock. The dataset was authored by Liping Li and is available under a CC-BY-4.0 license. It was last updated on May 26, 2026.

Use Cases

• Train regression models to predict reality shock levels based on survey variables.
• Analyze correlations between workplace factors and nurse adjustment outcomes.
• Benchmark psychological stress metrics within the nursing profession.

Strengths

• Dataset includes 381 survey responses, providing a substantive sample size.
• Data is openly available under a CC-BY-4.0 license for reuse.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• The dataset is very small (5.5 KB), indicating limited scope.

Provenance

Source

figshare

Collection Method

Likely collected via survey.

Freshness

Last updated 2026-05-26 17:24:09; freshness should be verified.