In Simple Words
Think of buying specialized equipment to start a commercial baking business. Buying half an oven or baking a single cookie is inefficient and costly per unit; a baker must either commit to buying a full oven and a commercial batch of flour or stay out of the business entirely.
Farmers choosing crops
- Fixed Rs.350 cash promised
- Group used for comparison
- Rainfall insurance
- 6 points more planted cash crops
2009 trial; percentage-point increase versus fixed cash. Most change came from starting cash crops, not proven zero effects among existing producers.
See source →Research question
Smallholder agricultural investments are constrained by scale economies and fixed costs, creating a discrete structural hurdle between zero production and positive commercial cultivation. Mitigating risk primarily helps non-producers cross this initial hurdle rather than increasing input intensity among established producers.
Participants
N = 1,479 farming households in rural Andhra Pradesh, India.
Study Design
Tobit regression models and empirical cumulative density function (CDF) analysis tracking input expenditure thresholds between insured and control groups.
Results
Providing rainfall index insurance increased the probability of planting cash crops by 6 percentage points (p = 0.041) on the extensive margin, but caused no measurable change in input investments among producers already in the top distribution tier of cash crop farming.
Takeaway
Target agricultural risk-reduction subsidies at non-commercial farmers who are near the threshold of entering commercial cash crop production to maximize extensive-margin adoption.
Source and citation
See source →Read alongside the research
Plain-English glossary
Original explanations, informed by the references below. Examples are illustrations, not data from the studies above. The research text stays unchanged.
- Percentage points
The difference between two percentages.
ExampleA rise from 40% to 50% is 10 percentage points. Relative to the starting value, that is a 25% increase.
Office for National Statistics · Percentages ↗Read more about percentage points →