Multivariate Logistic Regression for Soil-Transmitted Helminths in a Tropical Region

Multivariate logistic regression results from a study on soil-transmitted helminth infections. The 9.5 KB Excel file, published by Fisseha Bonja under a CC-BY-4.0 license, was last updated in March 2026. Platform tags suggest the study investigated factors like poor hygiene, contaminated water, and limited healthcare access.

Use Cases

• Train a risk prediction model based on identified factors associated with infection.
• Analyze the statistical relationship between hygiene practices and helminth prevalence.
• Compare the influence of different environmental and behavioral variables on infection outcomes.
• Validate findings from similar epidemiological studies in other tropical regions.

Strengths

• File size is a small 9.5 KB, making it quick to download and inspect.
• License is permissive CC-BY-4.0, allowing for broad reuse and sharing.
• Platform tags provide specific context about studied factors like hygiene and healthcare access.

Limitations

• Row count and column definitions are unknown, limiting suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• The description metadata is limited to a single sentence; data quality requires manual inspection.

Provenance

Source

Fisseha Bonja via figshare.

Collection Method

Likely derived from a primary epidemiological study, as indicated by the mention of multivariate logistic regression.

Freshness

Last updated 2026-03-18 17:41:57; freshness should be verified.

Geography

Platform tags include 'Tropical Regions Due' and 'Hawella Tulla Sub', suggesting a likely focus on a tropical, possibly sub-Saharan African, location.