Farmers' Insurance Knowledge and Experience by Education Level in Pakistan

Primary survey data from Punjab, Pakistan provides one of the first systematic assessments of crop insurance schemes. Descriptive findings reveal respondents' knowledge and experience with insurance schemes by level of education. The dataset is 9.5 KB and was authored by Muhammad Khan.

Use Cases

• Modeling insurance purchase likelihood based on education level mentioned in the description
• Analyzing reliance on informal credit networks versus formal insurance schemes mentioned in platform tags
• Evaluating the effectiveness of localized awareness campaigns for crop insurance mentioned in platform tags

Strengths

• Dataset is 9.5 KB, indicating a focused scope.
• License is CC-BY-4.0, allowing open use and redistribution.
• Platform tags suggest it contains primary survey data, a direct source.

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

Muhammad Khan

Collection Method

Primary survey data, likely gathered via survey.

Freshness

Last updated 2026-03-18 17:33:59; freshness should be verified.

Geography

Punjab, Pakistan