Student University Brand Identification Antecedents and Consequences

A dataset concerning student brand identification in higher education, authored by Liu Siwei and hosted on Harvard Dataverse. It was last updated on June 5, 2026. The data likely contains variables related to the factors influencing and outcomes resulting from students' identification with their university's brand.

Use Cases

• Modeling the drivers of student-university brand alignment based on described antecedents.
• Analyzing the impact of brand identification on student outcomes mentioned in the description.
• Developing institutional strategies to improve student brand identification in higher education.
• Benchmarking university brand perception and loyalty among student populations.

Strengths

• Hosted on the authoritative Harvard Dataverse platform.
• Last update timestamp is precisely recorded as 2026-06-05 20:01:58.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Harvard Dataverse

Collection Method

Likely gathered via survey or institutional research, though the specific method is not detailed.

Time Range

The temporal coverage of the data itself is not specified.

Freshness

Last updated 2026-06-05 20:01:58; freshness should be verified.

Geography

The geographic scope of the study is not specified.