Farmers' Perception of Crop Insurance Factors in Punjab, Pakistan

Primary survey data collected by Muhammad Khan provides one of the first systematic assessments of crop insurance perception. The dataset likely contains factors influencing farmers' views on insurance schemes, based on descriptive findings from Punjab, Pakistan. It was last updated on March 18, 2026.

Use Cases

• Modeling farmers' insurance adoption decisions based on survey-derived factors
• Analyzing the impact of awareness campaigns on insurance perception
• Evaluating the role of informal credit networks in risk management strategies

Strengths

• Dataset is 9.5 KB, indicating a concise and focused collection of survey data
• Based on primary survey data, suggesting direct collection from farmers

Limitations

• Row count is unknown, which may limit suitability assessment
• Column-level documentation is absent; field semantics must be inferred after download

Provenance

Source

Muhammad Khan

Collection Method

Primary survey data

Freshness

Last updated 2026-03-18 17:34:08; freshness should be verified

Geography

Punjab, Pakistan