Gender and Technology in Small-Scale Aquaculture in Caleta Buena, Chile

A qualitative case study from Caleta Buena, Chile, analyzes gender relations in a small-scale aquaculture project. The dataset, authored by Constantino Villarroel and last updated in May 2026, contains interview, focus group, and photographic records analyzed via content analysis and Structural Topic Modeling. It examines differences between men's and women's narratives regarding production diversification, income, and community roles.

Use Cases

• Analyzing gendered narratives around technology adoption based on the described interview and focus group data.
• Studying the symbolic and material impacts of aquaculture projects on community roles based on the described findings.
• Modeling topics from qualitative text on gender and labor using the described Structural Topic Modeling (STM) method.
• Informing policy translation for gender equality in artisanal fisheries based on the case study implications.

Strengths

• Dataset employs a multi-method qualitative approach combining interviews, focus groups, and photographic records.
• Analysis uses advanced text modeling techniques like Structural Topic Modeling (STM).
• The study provides a detailed case analysis of a specific community, Caleta Buena in Chile.

Limitations

• Dataset size is 107.1 KB, indicating a very limited scope and likely a single document.
• Row count and column-level documentation are absent; data structure must be inferred after download.
• The data is a qualitative case study, limiting generalizability and quantitative analysis.

Provenance

Source

figshare, author Constantino Villarroel.

Collection Method

Qualitative methodology using semi-structured interviews, focus groups, photographic records, content analysis, and Structural Topic Modeling.

Freshness

Last updated 2026-05-14 04:30:54.

Geography

Caleta Buena, Chile.