Showing posts with label moral hazard. Show all posts
Showing posts with label moral hazard. Show all posts

02 April 2025

Evidence on moral hazard / fungibility of aid

I'm not sure if moral hazard is really the right term, but in any case, when we give aid we worry about what effect the transfer will have on the behaviour of the recipient - will they just become lazy and wait for more transfers - or make a health  and education transfer "fungible" by reducing their own initial health and education spend in order to buy more booze. Turns out there is some evidence on household response to schools providing more supplies. 

Das, Dercon, Habyarimana, Krishnan, Muralidharan, & Sundararaman find that an unexpected injection of spending at schools in Zambia and India does increase test scores that year. But the following year parents anticipate the additional spending by the school, and decide to reduce their own education spending so that they have more money for other things. And test scores go right back to where they were before.

The researchers offer a couple of potential solutions to this problem 
1 - just increase the size of the grant such that it is larger than household's own education spending - if you increase per student spend by $20 and households only spent $10 themselves to begin with, they can cut all of their spending and you still get a net increase. 

2 - focus additional spending on things that households don't directly fund themselves anyway - "public" goods like teachers rather than "private" goods like books and stationary - so they can't easily substitute away their own spending. Which in a weird way reminds me of Dan Ariely's holiday gift giving advice 
A paternalistic gift ignores the preferences of the person getting the gift, which tends to drive economists crazy, but it may actually change those preferences for the better.

30 March 2025

Yawn.... more RCT debates

Two very smart folks, Mark Rozenzweig and Martin Ravallion have reviews of Poor Economics in the latest Journal of Economic Literature (thanks to Abhi and Andrea for the papers). Obviously self-recommending when smart economists review smart economists. But there does seem to be a bit of a rehashing.

Martin's biggest score is the "where the hell is China?" line. Some of the other criticisms are a bit weaker.
Another likely bias in the learning process is that J-PAL’s researchers have evidently worked far more with nongovernmental organizations (NGOs) than governments.
Which is a bit of a cheap shot, and a bit innacurrate. Researchers have worked with whoever will let them experiment, which yes initially was NGOs but is increasingly governments - see Peru's Quipu commission, Chile's Compass commission, the teaching assistant initiative in Ghana, working with the planning Ministry in South Africa, experimenting with police service reform in Rajasthan, even Britain's Behavioural Insights Unit.

Then
how confident can we really be that poor people all over the world will radically change their health-seeking behaviors with a modest subsidy, based on an experiment in one town in Rajasthan, which establishes that lower prices for vaccination result in higher demand?
Ummmm... well thats why J-PALs policy recommendation for health pricing is based on 6 different studies....


Mark scores his biggest hit in the final footnote on the last page of his article;
Also absent is a discussion of the standard but major problem in the implementation of any programs or transfers targeted to the poor and that do not really spur development—moral hazard.
"Moral hazard" works at both the individual and national government level. If you get aid, you are probably less likely to work hard. The critical question is the magnitude of this effect. I think that on balance the positive value of effective aid outweighs the moral hazard, but that is more of a feeling than an evidence-based proposition. This is also one of the key points made by aid critics Bauer/Easterly/Moyo. Not necessarily that aid doesn't work, as Banerjee/Duflo would like to present their argument, but that even if aid does work, the negative moral hazard effect might outweigh the positive. I haven't seen this argument really addressed at all.

The other serious and neglected criticism for me is on general equilibrium, raised by Daron Acemoglu in the Journal of Economic Perspectives. What if you measure a positive impact of a program on earnings, but those are coming at the expense of others? A training program that increases earnings might just be equipping some individuals to out-compete others in the market, rather than necessarily increasing aggregate productivity, in which case scaling the program ain't gonna work.

So maybe I've missed them - but has anyone seen a convincing rebuttal to the moral hazard and general equilibrium critiques of micro aid project impact evaluation?

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Update: A couple of things I missed in my haste - Abhi points out that Rosenzweig makes good points on the sometimes tiny effect sizes lauded in Poor Economics (e.g. where "15% increase" translates to something like 2 weeks schooling or 50 cents), and that RCTs can focus our attention away from the big (important?) questions, but I felt this criticism is pretty well rehearsed.

Update 2: Also Ravallion loses points for his cliched title: "Fighting Poverty One Experiment at a Time". "x one y at a time" is a boring, tired, tired, catchphrase.

Update 3: Ravallion gains points for coining "regressionistas."