Basis Risk Valuation Sensitivity

In Simple Words

Imagine buying a fire insurance policy where the heat sensor is installed in the next town over; if a fire destroys your house but fails to trip the distant sensor, you receive zero compensation despite paying your premiums.

Research question

Index insurance products eliminate moral hazard and administrative claims verification, but introduce spatial basis risk when reference weather stations are situated far from insured agricultural plots.

Participants

N = 1,978 smallholder farmers across Mahbubnagar and Anantapur districts, Andhra Pradesh, India.

Study Design

Incentive-compatible Becker-DeGroot-Marschak (BDM) mechanism eliciting willingness to pay for index policies linked to local versus distant rainfall stations.

Results

Assigning an insurance contract to a distant rainfall station reduced mean willingness to pay by 29.45 Rupees (p < 0.01), cutting baseline policy valuation (68.4 Rupees) roughly in half.

Takeaway

Deploy dense networks of automated weather stations or satellite-derived rainfall indices to reduce distance-induced basis risk before marketing index insurance to smallholder producers.

Related findings

• Basis Risk Demand Inelasticity →Development

  Imagine buying a weather policy based on a thermometer installed at an airport 20 miles away. If a severe drought hits your specific farm but the airport station records adequate rainfall, you receive zero compensation despite losing your entire harvest.

• Basis Risk as Adoption Barrier →Development

  Imagine buying rain insurance that relies on a weather gauge located twenty miles away at a city airport. A localized drought destroys crops on a farm, but because normal rain fell at the distant airport station, the insurance company refuses to pay out while keeping the farmer's premium.

• Subjective Consulting Valuation and Profit Decoupling Paradox →Development

  Imagine a student hiring a private tutor who is very friendly and supportive. Even if the student's test scores do not improve at all, the student rates the tutor highly and says they would pay to keep meeting them out of personal affection or the hope that the tutor might give them free study materials later.

• Cultivator Labor Demand Sensitivity →Development

  Think of a farmer playing a game with two paths: a safe path that gives a small guaranteed meal, and a risky path that gives a massive feast if it rains but nothing if it dries up. Offering weather insurance acts like a safety net: if the risky crops fail due to drought, the insurance company pays out cash.