Survey Data on Cultural Values and Fairness Toolkit Adoption in Software Development

Survey data from 181 software professionals used in a study investigating the influence of individual cultural values on the adoption of fairness toolkits. The data was collected and analyzed by Stefano Lambiase using Partial Least Squares Structural Equation Modeling (PLS-SEM). The dataset was last updated on April 11, 2026.

Use Cases

• Analyze the relationship between cultural dimensions like Power Distance and fairness toolkit adoption intention based on the survey model.
• Investigate how Collectivism moderates the link between intention and actual use of fairness toolkits.
• Validate or extend the UTAUT2 framework integrated with Hofstede's cultural dimensions for technology adoption research.

Strengths

• Data from 181 software professionals provides a sample for statistical analysis.
• Analysis was performed using Partial Least Squares Structural Equation Modeling (PLS-SEM), a robust statistical instrument mentioned in the description.
• Dataset is licensed under CC-BY-4.0, allowing for open reuse and sharing.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count for the primary data is unknown, which may limit suitability assessment.
• The 28.3 MB size suggests a small dataset, which may limit the complexity of analyses.

Provenance

Source

Stefano Lambiase via figshare

Collection Method

Survey of software professionals, analyzed with PLS-SEM.

Freshness

Last updated 2026-04-11 21:10:43; freshness should be verified.