Ex-Ante Production Effect Payout Decoupling
RCTReview
Policymakers frequently evaluate microinsurance impacts solely by measuring post-disaster payout transfers, failing to recognize that the primary economic gain occurs prior to weather shocks through altered investment behavior.
Picture this
Imagine a driver who installs an advanced collision-avoidance system in their car. The driver immediately feels comfortable driving on dark, rainy highways at normal speeds from day one, long before an accident occurs or an insurance claim payout is ever processed.
What the evidence says
The investment effect on cash crop planting emerged sharply during the initial sowing window months before coverage ended, and regression interaction terms between insurance assignment and actual ex-post payout levels were statistically insignificant.
- Who was studied
- N = 1,479 farming households across 45 villages in Mahbubnagar and Anantapur, Andhra Pradesh, India.
- How
- Randomized Controlled Trial tracking planting choices by date across monsoon months, coupled with interaction regressions on ex-post realized payouts.
What to do
Evaluate microinsurance interventions by measuring early-season production choices and capital commitments rather than limiting impact evaluations to post-disaster payout distributions.
From the source
"This figure illustrates the fact that the effect of the insurance on behavior appears to be ex ante in nature; it occurs well before the end of the insurance coverage period, and many months before the insurance payout itself is received."
751_How_Does_Risk_Management_Influence_Production_Decisions.pdf