Influence of Behavioral, Technological, and Institutional Factors Involved in External Fin

VOSviewer files, Draw.io diagrams, and Python scripts support the bibliometric and content analyses of a study on corporate external financing in emerging economies. The dataset includes original bibliographic records from Scopus and Web of Science, a merged dataset, and analysis results. Hector Julian Diaz Aránzazu uploaded these materials to Harvard Dataverse on June 10, 2026, to ensure research transparency and reproducibility.

Use Cases

• Reproduce keyword co-occurrence networks and research theme visualizations based on the provided VOSviewer files.
• Examine the methodological framework and cluster diagrams based on the included Draw.io files.
• Re-run bibliometric analyses using the provided Bibliometrix code and consolidated Excel file from Scopus and Web of Science data.
• Verify the content analysis coding and classification of documents based on the results Excel file.
• Generate strategic diagrams and related visualizations using the included Python scripts.

Strengths

• Includes multiple file types (VOSviewer, Draw.io, Excel, Python scripts) supporting full research workflow transparency.
• Contains original bibliographic records from two major academic databases, Scopus and Web of Science.
• Provides a merged dataset after integration, cleaning, and duplicate removal, which likely improves data consistency.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count and file sizes are unknown, which may limit suitability assessment.
• Data may reflect publication bias inherent to the Scopus and Web of Science source databases.

Provenance

Source

Scopus and Web of Science bibliographic databases.

Collection Method

Records were downloaded, merged, cleaned, and analyzed using AteneaSIRESX, Bibliometrix, and custom Python scripts.

Freshness

Last updated 2026-06-10 14:18:48; freshness should be verified.

Geography

Emerging economies (specific countries not stated).