Environmental Organization Website Pronoun Usage in Buffalo, NY

Cole Lowman's study analyzes how environmental organizations in Buffalo, NY, signal gender inclusivity through pronoun usage on their websites. The dataset, last updated in March 2026, is a 675.2 KB document containing findings from a website review using Critical Signaling Theory. It reports that only 6.9% of analyzed websites included pronouns in staff bios, with inconsistent usage.

Use Cases

• Analyze patterns of linguistic gender signaling based on website content review.
• Study the implementation of diversity efforts in environmental organizations based on pronoun inclusion.
• Apply Critical Signaling Theory to organizational online communications based on the described framework.
• Compare superficial versus substantive inclusion practices in non-profits based on the reported findings.

Strengths

• Specific geographic focus on environmental organizations in Buffalo, NY.
• Quantitative finding: 6.9% of analyzed websites included pronouns in staff bios.
• Explicit theoretical framework: Critical Signaling Theory guides the analysis.
• Clear license: CC-BY-4.0 allows for reuse and redistribution.

Limitations

• Dataset scale is limited to 675.2 KB; the underlying data or full corpus is not provided.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment for quantitative modeling.

Provenance

Source

Cole Lowman via figshare

Collection Method

Analysis of organizational websites.

Freshness

Last updated 2026-03-18 07:40:34

Geography

Buffalo, NY, USA