A new study with very strong credentials from Ofer Malamud (University of Chicago and NBER) and Cristian Pop-Eleches (Columbia University, Harvard University’s BREAD, and NBER):
This paper examines the impact of having access to a home computer on child and adolescent outcomes. To avoid the bias due to non-random access to home computers, we exploit a unique government program which provided vouchers towards the purchase of a personal computer for low-income children enrolled in Romanian public schools. Since the fixed number of vouchers were allocated based on a simple ranking of family income, this program affords a stark regression discontinuity which allows comparisons across students very similar in family income and other respects, but who experienced markedly different access to a computer at home. In 2007, we conducted a household survey of children who participated in the program in 2005. Using these data, we show that children who received a voucher were 50 percent more likely to own a computer.
Next, we show that receipt of a voucher had a large impact on time spent in front of the computer and decreased the amount of time spent watching TV and doing homework. Children in household that won a voucher also report having lower school grades and lower educational aspirations. There is also suggestive evidence that winning a voucher is associated with negative behavior outcomes. Nevertheless, we find that having a stay- at-home mom and the presence of rules regarding computer use do mitigate some of the negative effects of winning a computer voucher, indicating that parental monitoring and supervision may be important mediating factors. …
Both columns 1 and 2 of Panel A indicate a negative effect of winning a voucher on GPA as reported by parents and the children themselves. The effect is statistically significant for the child reports, at 0.36 grade points or about one third of a standard deviation.The decrease in GPA based on parental reports is smaller and not statistically significant at conventional levels. Similarly, parents in households who won a voucher are 13 percentage points less likely to report that their child intends to attend college. … Interestingly, winning a voucher does not increase the intention to major in computer science in college. …
Children in households who received a voucher show a large reduction in their school behavior grade during the 2005-2006 school-year. This result is large and statistically significant … To summarize, the evidence on GPA, college plans and the school behavior grade presented in Table 5 suggests that, if anything, computer ownership has a negative impact on child academic and behavioral outcomes. …
However, despite the efforts of the Romanian Ministry of Education to encourage the use of these computers for educational purposes through the provision of educational lessons, relatively few children have educational software installed on their computer, and fewer still report using the educational software on a regular basis. Instead, our analysis brings out the important role of parents in shaping the impact of home computer use on child and adolescent outcomes. We find that in families where mothers stay at home and where parents have rules regarding computer use, the negative effects of winning a voucher are greatly reduced. Thus, our findings suggest caution regarding the broader impact of home computers on child outcomes. They also raise questions about the usefulness of recent large-scale efforts to increase computer access for disadvantaged children around the world without paying sufficient attention to how parental oversight affects a child’s computer use.
Fascinating. I find it particularly interesting that, despite educational software from the Ministry being available to the parents in the voucher program at no cost, few appear to want it or install it, and few children report using what educational software was provided. Internet access was relatively unavailable for voucher households, however, and I wonder how much that colors the study’s results.
So what went wrong?
I think there was one key error with the choice of hardware, while the software missed the point entirely.
Choosing hardware
No one knows exactly what an education-centric computing device should look like, or even what the “education-centric” moniker actually means. Over time, people have gotten better at reasoning about it out loud, though. What, then, are the defining physical (non-software) qualities of an education-centric computer?
Ownership — it has to be something the kids can own, because communal computer classrooms only tend to work where there are classrooms and teachers to run them, and few enough kids not to compete for computer time. But in the neediest parts of the world, such settings are in the minority, and it’s all the other settings that need help the most.
Portability — the kids should be able to carry the device around as much as they want, at the very least because in many cases, the device will be substituting for books. (It’d be crazy if it didn’t: at OLPC, we found a classroom in an African capital that had three books for 90 children. This isn’t rare, or even particularly uncommon.) More fundamentally, if the device is to encourage “always-on learning” by becoming a brain extension that the kids can turn to whenever they become interested or curious about something, they need to be able to have it with them a substantial amount of time. That means desktops and other clunky, heavy, and immobile solutions are out of the picture.
Proper human interaction — the device should allow rich, prolonged user interaction. It needs to have a sensible input device, for instance, which rules out most cell phones — just imagine typing a history paper on a phone keyboard. And you need a reasonable viewport. Even the iPhone’s display, the reigning champion of mobile phone screens, is hardly one you want to use as your sole window into reading, writing, and browsing the web. So no, “give them cell phones” isn’t going to fly. Anything with a screen below a 6-7 inch diagonal is suspect.
A match for infrastructure and external conditions — the device needs to be compatible with infrastructure realities, which vary wildly with locale. Much of the least developed world struggles with obtaining clean water daily. Those places won’t be helped by computer rollouts at this stage. But one level up, many countries that generally have enough food and clean water still don’t have a ubiquitous electrical grid, and they certainly don’t have wireless access points hanging from every tree. An ideal device for the developing world would suck little power, allow networking without infrastructure in remote locations, and could manage the scorching heat and fine sand grains of Libya, the bone-freezing cold of Mongolia, and the incessant rain and humidity of Peru’s jungles. Extra points if it’s also rugged to survive (un)intentional abuse by children.
Romania’s choice
If these are our criteria, Romania’s effective choice of home-owned, primarily desktop computers for the voucher scheme fails to meet an important one: desktop computers are not portable. This means that computers become segmented both physically and temporally. They can only be used in a particular place, for particular hours in the day. Children can’t take them to school, they can’t benefit from teachers incorporating computers into the curriculum as I’ve seen happen in rural Peru, and without internet connectivity, they can’t work (or play!) with other children when using their machine. Perhaps most importantly, children can’t turn to a non-portable computer every time they get a curious itch — curiosity being the instigator of a tremendous amount of learning at an early age.
Not even the nerdiest of children I know want to willingly carve out “learning time” in their day. But they do get curious constantly, and unless they’re in a position to get answers immediately from an authority figure, most of the time the point of interest will be unanswered and forgotten. Laptops, especially when preloaded with knowledge bases, can change the picture entirely, and I think this was Romania’s key hardware miss. (I should note that the program didn’t mandate desktops, but the economic realities appear to have forced most voucher winners to use their vouchers for purchasing desktop machines.)
The software issue might be more telling. The Ministry provided voucher winners with “530 multimedia educational lessons”, which they hoped would encourage educational use of the machines. In other words, they assumed that children will come home after a full day at school, do their regular homework, and then, by themselves, of their own accord, and with no tangible benefit or reward, do more schoolwork.
Does that sound like many children you know?
Though the study’s point about parental oversight is very well taken, here’s what I continue to think: learning with computers should be always-on. Kids should come to treat them as surrogate brains that are very likely to have answers when kids have questions. They should have interfaces that are collaborative and allow for learning that’s shared, open and involves peers. Where an established schooling system exists, the collaborative aspects of the computer should be used as much as possible in teaching, which is a tall order, and in letting children work on problems together, which isn’t.
This is the promise of Walter’s Sugar Labs, and it’s a good one. The Malamud/Pop-Eleches study is an entirely unsurprising reminder that, as the New York Times found anecdotally, merely throwing computers at children — even if they’re laptops — just won’t do.


Tony Forster said,
June 5, 2008 @ 7:23 pm
An interesting study, it raises more questions than it answers. The idea was that it used regression analysis to show a discontinuity at the income breakpoint to get the voucher. The discontinuity of the two lines of best fit (see the figures at the back of the report) seem to show that two notional groups, those who are just poor enough to get the voucher and those who were just too rich have different educational achievement.
There might be a flaw, the experiment relies on there being a gradual continum of socioeconomic characteristics on either side of the breakpoint. When you examine parent education or gender, this assumption holds true. When you look at parent year of birth, the low income group is not a gradual continum. There is a distinct group at near zero income which is not part of a continum.
Looking at educational outcome, the low income group appears to have different characteristics to the high income group, possibly because the low income group is composed of two distinct populations. The two lines of best fit appear to have different gradients. There is less of a discontinuity at the breakpoint than different income trends in the two populations. Indicators show more of a U curve than the expected sawtooth. This may invalidate the technique of using a discontinuity in the line of best fit.
The presence of a near zero income group, with totally different characteristics, may be tipping the line of best fit into an unnatural gradient and creating an artificial discontinuity at the voucher breakpoint.
Needs more analysis.
LuYu said,
June 6, 2008 @ 12:49 pm
Why Children and Parents Did Not Install the Educational Software
I should think the reason for this is obvious. You pointed out, quite correctly, in Sic Transit Gloria Laptopi that people, especially ordinary or computer illiterate people, need or at least want software that just works. They cannot be expected to install software themselves — even if it is free of charge and its use is promoted by a government entity.
Oddly enough, this is really where Windows falls short of the goal line. I think it is safe to say that anyone reading this imagines a whole software environment when Windows is mentioned. Unfortunately, this is not the way Windows comes. Unless the computer retailer installs a bunch of “unlicensed” software or adds a lot to the price of the computer, Windows is pretty much useless out of the box.
True, nowadays Windows comes with a web browser and IM software, but these cannot be used to write a paper for school or build a website. Almost all the software in the Windows “ecosystem” comes separately from Windows itself and usually for an additional charge. Even drivers must be installed — I frequently forget this until a friend needs help with such an activity (One incident when I spent two hours trying to make Nokia driver work to transfer files comes to mind. . . In the end I had to copy the files to my Linux phone — which of course just works, except for RealPlayer — and send them over BlueTooth).
For readers who do not agree with this, try it out yourself. Go buy a copy of WinXP Home (if they still sell it), install it, and see if anything productive can be done with the basic install. There will be no office software, no image/photo manipulation software, no email software, no IM except for MSN Messenger, no programming software, no PDF software, no archiving software, no ebook reader, and only a few well known and hardly educational Windows games.
Linux, in contrast, can and often does include out of the box all the educational, office, or other necessary software at no additional cost to the distributor — and without the risk of BSA knocking in his door and confiscating his merchandise as “evidence”. The EeePC, for all its shortcomings, comes with a large amount of educational software at purchase time. Ubuntu users are used to having all the essential desktop software available the first time the computer is powered up. This is a much better example of “it just works” than the Windows empty room model.
In short, most people cannot or will not install software on their computer. They will maintain the software environment that came with the computer at purchase time. An “upgrade” will be a replacement computer. How can governments expect kids and parents to install their educational software? Answer: They can not. This is why educational computers have to be educational from deployment. Just as it cannot be expected that power will be available, it also cannot be expected that children or parents will have the interest to do the kind of maintenance that Windows users have grown accustomed to.
For this specific problem, however, there is a solution. Installation of the educational software should be required to take advantage of the voucher. In this way, the vendors would do the install to sell a comliant computer and the educational software would be a permanent part of that static digilith of a home processing appliance.
LuYu said,
June 6, 2008 @ 12:51 pm
While I think that it is important that educational computers are not owned by the government that distributes them, I do not agree that they should necessarily be the personal and exclusive property of the child. The divisions of such concepts as privacy differ appreciably between cultures. In Chinese culture, for example, the unit of this division is the family, not the individual. In Japan, by contrast, the unit of division is a social group defined coworkers, classmates, all of society, friends, or any other arbitrary social conglomeration one can imagine.
I believe that if a more family oriented ownership model is promulgated, the likelyhood of parents supervising computer use is increased. Neither giving the children giving the children complete freedom nor allowing oppressive parental restrictions would be conducive to the children’s growth, but the only people who have a right to regulate that balance are members of the family themselves. Domestic freedom should be considered a form of individual freedom.
These devices should most likely be the property of the family, and there should be a large amount of flexibility in terms of cultural choices about ownership. The English philosophy of property has certainly caused enough poverty over the last four centuries to justify a healthy, if not goodly, amount of caution in this area.
Carol Lerche said,
June 8, 2008 @ 5:51 pm
This study is not very convincing. The grades and behavioral outcomes are self reported, not obtained from school records. The difference between the control group and the voucher winners are left undescribed, except for income. Instead of studying the same group before and after obtaining a computer, the study instead looks at voucher winners and non-voucher winners. An interesting oddity is that the hours the computer is on is less than the hours of computer use (see tables 1 and 2.) The survey questions aren’t published, so it isn’t possible to discern what could explain this anomaly. Not sure why you thought the study was noteworthy..
Ivan Krstić said,
June 8, 2008 @ 5:56 pm
Carol — the study is noteworthy since the authors’ credentials, combined with the unique regression discontinuity, are earning it quite a bit of attention among economists.
Tony Forster said,
June 8, 2008 @ 10:18 pm
I have made a more detailed discussion on why I believe the study is flawed.
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