Palliative Insurance Demand Pattern

In Simple Words

Imagine a health insurance policy meant to encourage sedentary people to start extreme mountain climbing. The primary buyers end up being experienced climbers who scale mountains every weekend and want protection for financial risks already incurred.

Research question

Weather index insurance is theorized to enable low-input farmers to adopt risky agricultural technologies, but in practice adoption is highest among farmers who already use high input levels. Insurance serves a protective function for existing input users rather than driving new technology adoption.

Participants

N = 440 rural smallholder households across sales-active Kebeles in Amhara, Ethiopia.

Study Design

Instrumental variable production function estimation of factor marginal products linked to probit models of insurance purchase, sum insured, and own-cash outlay.

Results

Marginal product of inputs negatively predicts actual insurance purchase in interlinked villages (coefficient = -0.0221, p < 0.01), sum insured (coefficient = -30.91, p < 0.01), and own cash spent (coefficient = -1.050, p < 0.01). Chemical fertilizer use positively predicts uptake (coefficient = +0.177, p < 0.05).

Takeaway

Target weather index insurance sales campaigns toward farmers with existing high input expenditures to safeguard current investments before expecting insurance to drive adoption among non-users.

Related findings

• Factor Market Allocative Disequilibrium →Development

  Imagine a small bakery that packs ten bakers inside a tiny kitchen but can only afford enough flour to bake two loaves of bread a day. The bakers spend most of their time standing around idle because flour is too expensive, even though buying an extra dollar of flour would yield four dollars in fresh bread revenue.

• Price Discount Voucher Discontinuity Effect →Development

  Imagine a store selling a new emergency radio for fifty dollars, and zero customers buy it. When the manager hands out ten-dollar gift vouchers, crowds immediately use the vouchers to buy partial insurance coverage, even though almost no one pays additional cash out of their own pockets.

• Anticipatory Human Capital and Child Nutrition Investment →Development

  Imagine planting two types of fruit trees in a garden where fruit tree A sells for high prices in the future market while tree B sells for nothing. Gardeners naturally water, fertilize, and prune tree A far more diligently long before it bears fruit because they anticipate harvesting a lucrative crop years down the road.

• Asset Accumulation and Savings Persistence →Development

  Think of a short-term public works program like a heavy rainstorm over a dry farm. If a farmer lets the water run off, the soil dries up as soon as the storm ends.