In Simple Words
Think of giving equal gallons of water to a row of different plants, where some are fully grown trees that absorb water rapidly and flourish, while others are small weeds that cannot utilize additional water. While the garden as a whole shows a modest average growth rate, the overall average hides the reality that a tiny subset of plants absorbed nearly all the benefit and produced the vast majority of the fruit.
Amravati entrepreneurs, overlapping groups
- All entrepreneurs
- 10% to 11% monthly grant returns
- Peer-ranked top third
- 24% to 30% monthly grant returns
Overlapping groups: the top third is included in the overall sample. These are estimated returns on grants, not guaranteed returns; no subgroup difference test is reported.
See source →Research question
Traditional microfinance programs deliver uniform loan products across broad populations, assuming average capital constraints dictate business growth. However, treating microentrepreneurs as homogeneous obscures substantial underlying variation in returns to capital across individual entrepreneurs.
Participants
1,345 microentrepreneur households in Amravati, Maharashtra, India, with US$1,000 or less in capital and no paid, permanent employees.
Study Design
Randomized controlled trial distributing US$100 cash grants to a random one-third of participants, measuring monthly household income and enterprise profit impacts across baseline and four follow-up rounds.
Results
Unconditional cash grants produced average monthly returns of 10% to 11% (generating an extra INR 567 in monthly household income and INR 683 in monthly profits), while high-ability entrepreneurs achieved 24% to 30% monthly returns.
Takeaway
Structure capital allocation programs to differentiate between average and high-return microenterprises rather than relying on uniform, population-wide microcredit disbursements.
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.
- Follow-up
Collecting more information about participants later in a study to see what has happened to them. The term can also mean the length of time researchers keep track of them.
ExampleResearchers interview the same workers three months after a programme ends. That later interview is a follow-up.
GET-IT glossary · Follow-up ↗Read more about follow-up →- Baseline
The starting measurements in a study. Researchers use these to compare what participants were like at the start with what happens later.
ExampleBefore a training programme starts, researchers measure workers’ earnings. That first measurement is the baseline.
GET-IT glossary · Baseline characteristics ↗Read more about baseline →- Randomized controlled trial
A study that uses chance, like drawing lots, to decide who receives each option being compared. Researchers compare the groups’ outcomes to estimate the effect of those options.
ExampleA lottery assigns volunteers to a training programme or a comparison group. Researchers then compare their outcomes.
GET-IT glossary · Randomized study ↗Read more about randomized controlled trial →