Survey of Pakistani Farm Households on Climate Risk and Crop Insurance

Muhammad Khan's survey data from 2026 includes responses from 324 farmers across 27 villages in Bahawalpur, Gujrat, and Faisalabad districts, Pakistan. The dataset likely contains information on farmers' perceptions of climate hazards, awareness of crop insurance schemes, and informal coping mechanisms. It was used to assess the perception-adoption gap in formal risk management.

Use Cases

• Modeling factors influencing insurance awareness based on education and financial inclusion variables.
• Analyzing regional differences in climate risk perception across three Pakistani districts.
• Studying the reliance on informal credit networks as a coping mechanism for climate shocks.
• Assessing the gap between perceived climate threats and formal insurance adoption among farmers.

Strengths

• Includes primary survey data from 324 individual farmers.
• Provides geographic specificity with coverage across 27 villages in three distinct districts.
• Contains specific descriptive findings, such as 84% of respondents viewing climate hazards as a major threat.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• The dataset is very small at 9.5 KB, indicating limited scope.

Provenance

Source

Muhammad Khan via figshare.

Collection Method

Primary survey data collected from farm households.

Time Range

Survey date is not specified.

Freshness

Last updated 2026-03-18 17:33:58; freshness should be verified.

Geography

Districts of Bahawalpur, Gujrat, and Faisalabad, Pakistan.