Going to elite Indian colleges improves earnings, but not test scores
economist.com
economist.com
Which suggests that the discontinuity found might very well be due to the educational quality of the "regular" college. It would, likely, only get rid of general intelligence as confounder. This, however, would just make educational quality more pertinent rather than less.
Edit: Well I found a working paper from 2011. The matter is more complex.
Apparently, in India, both public and private colleges exist under the heading of a single local university. The students at private and the more prestigious public colleges then take the same exams in Bachelor.
The authors have collected data from one university and a couple of colleges. For that sample, they control for ability with the entrance scores, but then match the regression discontinuity on exit scores.
That is: Public colleges have on average higher exit scores. The paper shows that this is due to having stronger students (entry exams). Controlling for this, they find no difference in the "educational trajectory" of public vs. private colleges, however, public colleges then have better job outcomes.
So my earlier caveat should read: The study shows results for one Indian university (with several colleges) in the field of liberal arts.
Whether the study is externally valid for IITs I'll leave up to the reader.
Also, elite college admissions are based on test score on one day in the student's life in high school, while their brain is still developing. I have personally seen many who didn't qualify, but have gone on to do great things. Their initial salary was definitely low.
https://en.wikipedia.org/wiki/Armed_Services_Vocational_Apti...
The first time I took the test as a dumb 17 year old who was at risk of failing out of high school my GT score was only 107 (out of 130) and my average performance placement compared to all other test participants that year was 79 (on a scale of 0 - 99). Generally, everybody who entered the military as a teenager notices dramatic improvement on that test when retaking it later life even with no preparation.
When I wanted to become a warrant officer I had to retake the test because of my low scores. The minimum GT score to become a warrant officer is 110. I retook the test at the age of 35 after 8 years of being a full time software developer in the corporate world. My new GT score was 129 (out of 130) and my placement amongst other test takers that year (on a scale of 0 - 99) was 98.
I think research generally bears this out across a variety of metrics and meaures including violent crime data. The human brain is still developing until around age 24 give or take two years. This is why applaud California's recent decision to halt standardized tests, such as SAT and ACT, as a mandatory placement criteria for entering university. All those tests measure, given the youth and maturity of traditional high school students, is extreme preparation and not performance or potential. Preparation in that regard is a socio-economic stratifier as it takes time and money outside of the student's own initiative and state provided education.
Unless you think that universities should pick their students by lotteries, you must answer how whatever that replaces SAT is not worse. Because whatever replaces it, for example identifying well rounded candidates with extra curricular achievements is even more socio-economic stratifying.
It largely feels like an excuse to lower the competitive bar to manage the demographics, allowing both more legacy hires and more representative demographics. Such actions however will come at the cost of merit.
Is there data to suggest that? Public schools are generally very good about providing a variety of extra-curricular activities to keep students focused upon athletic and scholarly activities outside the classroom if the student is willing to participate. Contrast those tax funded and faculty lead activities to private tutors and rigorous SAT practice that is almost exclusively limited to families with the personal financies to afford such.
> It largely feels like an excuse to lower the competitive bar to manage the demographics
I can certainly empathize with that. Wealthy households had an advantage with private tutors and timely dedicated/forced test preparation activities. Now that advantage has evaporated so that wealthy students are now less exclusively advantaged, or in other words the bar of entry has lowered to wider availability.
I think you’re greatly underestimating how much the college admissions game has changed in recent years. For top universities (like the better UCs, Ivies, etc.), being, for example, president of a club in one’s high school is essentially irrelevant. The paths to admission consist of: (1) being a top athlete, (2) significant extracurricular achievement (meaning state/national accolades, founding a non-profit, etc.), or (3) extreme adversity.
You’re absolutely correct that the SAT rewards those with wealth and resources the most. But the absurd time and resource investment required of modern high-schoolers and their families to participate in extracurriculars in the way top colleges now demand is far greater a burden than SAT prep.
You have to keep mind those schools are extremely tiny compared to the highly rated state schools in California, Texas, and Florida.
What, why? Not American here, but in the past I was looking into going for university in US and studying for SATs and it's just a test that everyone can learn for...
It doesn’t seem like a good solution to that problem. How will removing test scores as a factor help smart kids of underrepresented minority groups against dumb rich kids (with influential parents) who are too lazy to study for the SAT? It seems much better to keep the test but apply a corrective factor if you believe it’s biased against some group. It’s the only way I can think of to keep the dumb rich kids out.
This is already the case in the US - more so than any other developed nation I think, because of how poor state public schools can be and the lack of a welfare / healthcare safety net for the poor. The lottery of who you are born to and where you live is pretty much the main determination of whether you get into an elite university or not.
The answer is to provide enough high quality higher education so everyone who wants to can get one, as long as they meet the minimum bar (pass GRE / high school diploma). Let people prove themselves as adults. I'm convinced this can be done, but probably not in the traditional way of requiring a physical presence on campus.
It is not a competitive bar to education, but a difference of great and not so great universities, which are going to choose students from great and not so great candidates.
The British Open University (distance learning) has no entrance requirements and still has a good reputation and their graduates are successful in getting well paid jobs.
It would be quite reasonable to use a lottery if the number of applicants exceeds the number of places, those who discover that they are not good enough or are not willing to work hard enough will drop out quite quickly. You just need to dimension the first year teaching capacity a bit higher than subsequent years so that you have enough students left at the end of the first year to fill the subsequent years.
https://www.cnn.com/2020/05/22/us/uc-suspends-sat-act-for-ad...
It's not at all obvious that was done, and there are a ton of caveats in the new rules. They basically want a shot at developing a different test. They didn't eliminate testing.
"We are removing the ACT/SAT requirement for California students and developing a new test that more closely aligns with what we expect incoming students to know to demonstrate their preparedness for UC," Napolitano said.
"If a new test does not meet the specified criteria in time for admissions for fall of 2025, UC will eliminate the standardized testing requirement for California students, according to the news release. UC will work on a separate approach for out-of-state and international students."
Why speculate when people have already done research on this.
https://www.wsj.com/articles/the-truth-about-the-sat-and-act...
> Myths abound about standardized tests, but the research is clear: They provide an invaluable measure of how students are likely to perform in college and beyond
The tests in essence measure either intelligence or work ethic. Work ethic is probably more important for college performance than anything else to be honest however you can do fairly well on the tests with intelligence alone. The point of college admission isn't really to predict your performance in life but rather to predict your performance in college. If you become a better person at 24 or 35 it doesn't really matter since you're long gone from college by then.
But that also applies for grades as well. High school is preparation for college. Shouldn't colleges select for people who are prepared over those who are not? Should we get rid of grades, extracurriculars, etc? What should colleges use then? Just legacy admissions?
> I think research generally bears this out across a variety of metrics and meaures including violent crime data. The human brain is still developing until around age 24 give or take two years.
So then let those people reapply for college when they "mature". What does that have to do with SATs?
> Preparation in that regard is a socio-economic stratifier as it takes time and money outside of the student's own initiative and state provided education.
This is hilarious. SATs and ACTs acted as an objective factor against "socio-economic" factors. High school grades are unreliable as different schools grade differently. It also prevents against wealthier students buying better grades by paying for people to do their homework for them. It guards against wealthier students being able to afford quality extracurricular activities vs poor students.
The SATs and ACTs were the only objective factor a less advantaged minority group could use to show discrimination in admission. It existed as an objective national measure and currently, it's the only ones that we have in college admissions. Frankly, it's the only test we have to measure actual discrimination in colleges. And the virtue signalers want to get rid of it?
Your entire comment is in favor of GT score and SATs. You even said that you were a "dumb 17 year old". You weren't prepared.
> Generally, everybody who entered the military as a teenager notices dramatic improvement on that test when retaking it later life even with no preparation.
No kidding. That's true for everything. It's why you can join the military later in life.
So the military and colleges should take everyone who isn't prepared? All you are arguing for is people should enter military and colleges at different ages because some people are less prepared than others at certain ages.
I don't know why you are so hung up about SATs, ASVAB, only. Why not grades? Why not extracurriculars? Your argument applies to those as well. People mature at different ages. So lets get rid of every measure and let anyone in.
Everyone is against the most fair and objective test measure. There are so many media articles and social media spam about it. Not so much about legacy admissions and the real privileges.
Why not let all people wait and apply once they mature? Why single out “those” people without an artificial unearned advantage?
Yes that's my point. Let people keep trying.
> Why single out “those” people without an artificial unearned advantage?
Who is singling out anyone? If anything you are the one singling people out.
Your comment makes no sense. What are you arguing? That everyone should wait for everyone else? If so, then that's got to be the dumbest thing I've ever heard. Think about what you are saying. So if you get a driver's license, you think you should be forced to wait until everyone else pass their driving test before you are allowed to drive?
Just because you couldn't pass some military test, everyone else should wait to until you can pass?
Talk about being selfish and wanting an "artificial unearned advantage".
The same is very much true for "elite" universities in the UK. The education is genuinely better, but the amount of extra weight given by employers is disproportionate.
Now, here's the kicker. Signalling is not about a better education. These soft skills are the primary thing that is being signalled. The signal is: "going to an elite place produces better more rounded individuals".
You can go to an elite school and not gain any of the actual softer skills and stay in your room all day but you would still benefit from the signalling!
How do schools give these?!
In India, if you are studying for elite colleges, in this case the IIT's, you write the entrance exam designed specifcally for that, which is IIT-JEE.
Most people go for separate training camps to study for JEE. The 12th grade exams are a cakewalk compared to these exams, and the stuff you study for the JEE is sometimes super advanced, like calculus in super advanced levels.
Most kids studying for JEE ( I was one of them), don't optimize for 12th grade exams because the JEE exam rank is all that matters to get into these "prestigious" institutions.
So a bad 12th grade score is by design more than anything.
Though there is definitely a lot of signaling, the research has ignored a very important behaviour.
The economist appears to be arguing that this study indicates that elite colleges lead to higher wages due to signaling and not the quality of education.
However, the study basically compares the wages of people who scored about the same in the standardized exams after separating those who made it into the elite colleges and those who didn’t. The ones who made it into the elite colleges appeared to make more money than those who didn’t.
So basically, this study tells us that going to an elite college helped someone make more money than someone else who had about the same intelligence (as defined by their standardized test scores to enter the college) but went to a non elite college.
However, unlike what the economist is claiming, this does not tell us whether this effect is because of signaling, or because the quality of education is better. The economist claims that the study indicates its signaling, but the higher earnings could very well be explained by better instruction in the elite colleges as well.
I also suspect those who went to elite colleges feel far more pressure to inflate their reported earnings relative to those who didn’t.
No, the article itself says the exit exam is for Secondary School, i.e. High School.
“India is atypical in that its college students have to take standardised exit exams. ”
The first figure has high school entrance exam as the x axis and college exit as the y.
I see lots of complaints in this thread that the article is inaccurate, but this is what it says.
Also, quality of education you got is not measure by salary you get after.
Lower rung universities do have papers set by the university for all colleges affiliated with that university but again every university sets their own exams.
There are also entrance exams for MBA schools which are entire different beast and not really connected to what you study in Bachelor's
(Source: studied in the said elite Indian colleges)
How can you have a common exit exam for people who have studied different degrees? No two degrees cover the same content.
Is it covering baseline content that you could expect anyone to know no matter what degree they did... well then I guess that explains why everyone would get the same score!
To study computer science at an IIT, you have to be in the 0.01 percentile (1 in 1000). Most of my cousins with sufficient wealth, opted to go study Math/CS at Stanford, MIT, etc. instead of going through the grind of getting into an IIT. That's how difficult it can be.
High school exit examinations are a joke. I studied for less than a week for them. I studied for 2 years (8+ hours per day) for JEE, and I was considered one of the 'lazy ones who started late'.
> In short, elite colleges probably do offer their students more value than their competitors—just not in their lecture halls.
This is an outright lie.
The difference in education between the ELITE universities I mentioned above and your average engineering college is that of Harvard vs a Community College. My brother goes to a well regarded sub-elite university, and the drop of quality from the ELITE and his is mind-boggling. Most IIT professors have PHDs at US top 20 universities. Most sub-elite professors are teaching because they couldn't find a job in CS and have never published a paper in their lives. (The delta is 10x worse for any core engineering branches such as Mech,EEE,Civil,etc)
I would have loved for it to be different. It is entirely unfair that the state of a person from age 15-18 leads to an opportunity gap that's this massive. But, that is the truth of how things are in India.
I was pretty lazy at that age, and I know that if I had applied myself a little bit more, I'd be way further ahead now (in fact, the way things ended up going in the 90's, I'd probably be comfortably retired by now if I'd been a bit more academically successful when I was a teenager). I'm not bitter or upset about it, though - I feel like I've gotten what I was willing to work for. I'm watching my own, much more disciplined and motivated, son grind away through his junior year of high school trying to keep his perfect GPA so that he can get into a top college and I can't help but worry that any attempt to make things "fair" would disadvantage not just students like him (potentially, anyway) but everybody: if there's an upper threshold of effort beyond which additional effort is ignored in the name of fairness, it becomes impossible to distinguish the really committed from the "just showing up".
What does that have to do with the quality of teaching? I feel like you might be falling into the trap of equating "quality" with "eliteness".
It is entirely unfair that the state of a person from age 15-18 leads to an opportunity gap that's this massive.
Agreed, with respect to the US. We would all be better off if, instead of a perfectly scheduled ladder from age 5 to 25 of school, university, and career, it was normal to have a wide range of ages in all university programs, at all tiers. You should be able to decide at 28 or 38 or 58 that it's time to take the qualifying test and be admitted to a prestigious school.
- The "just not in their lecture halls" seems like extrapolation by the journo (I agree with you otherwise). I cant find the pdf of the paper but I doubt the researcher is making that claim. Perhaps it means that motivated students "learn" despite poor teaching at the non-elite colleges.
edit: Ok someone here has posted a link to the paper. The paper is not very good. They arent comparing IITs vs run of the mill colleges. They are comparing public and private colleges within a university which has a common college exit exam. Afaict the university is not even mentioned.
A lot of people (myself included) would say that the difference between Harvard and a community college also resides entirely outside the lecture halls. I can't speak to Harvard, but my experience with community college and a well regarded University of California campus was that instruction was much better at the community college. No one takes a position at an elite US university to teach. They go there to do research. Conversely, the professors at community college don't generally do research, so they have much more time for their students.
This is not even to go into the research that the professors do and the academic levels that the students are in. The difference is huge.
Which way? My experience was that my (not quite top 20, but close) university professors were an extremely mixed bag. None of them were half as good as my best community college professors, and some of them were downright awful. I would be truly shocked if you told me that lower ranked universities were worse.
I agree though that it can be a mixed bag in that there were good and bad teachers in both universities but I found the top 20 university had in general professors who consistently taught better, the courses were better structured, and the professors seemed more motivated to perform well than the 200s ranked university. There were a number of exceptions on both sides but the exceptions favored the top 20 university.
There are two types of exams in India:- Entrance exams - where the grasp of concepts, analytical ability etc are tested. School/college exams - where it is all about regurgitation of information.
With latter, the only aptitude that can possibly be assessed is the tolerance for a monotonous and brainless desk job.
These were the questions:
1. Write an even number program 2. Odd number program 3. Palindrome
Not an elite college, mine.
Neither has the sort of deep knowledge you'd see in a US Graduate Degree "qualifying exam" which tests depth of understanding of undergraduate material (for which many students use remedial graduate school classes to prepare)
The only issue is, students don't take any standardized exit tests in India. Which makes the whole paper pointless.
I went some digging to see what data this paper is using. Apparently this is what I found out.
> All students in colleges (private or public) affiliated with the same university take the same exit exams. These exams vary by stream of education, but conditional on the stream, private and public college students study the same curriculum and take the same exit tests.
> I obtained administrative data from colleges in a district in North India and the university with which they were affiliated.
The issue with using this data is that almost none of elite colleges in India are affliated to some University. They are their own University. So apparently the data of the paper doesn't include any elite colleges! Kind of ironic given the title of the paper "Prestige Matters: Wage Premiumand Value Addition in Elite Colleges"
From the article:
> There, pupils in their final year of secondary school sit a leaving exam known as the Senior Secondary School Examination.
(Emphasis mine.)
There is a bit of a mistake here. There isn't any one Senior Secondary School Examination, but many. Some of them are standardized at the state level, and I know of two which are standardized across the country, the largest of which is the CBSE. I assume this mistake is from the Economist, since the abstract of the paper itself says "Admission to the elite public colleges is based on the scores obtained in the Senior Secondary School Examinations" (emphasis mine). Going through the "data" archive linked on the paper's page, I see references to the CBSE, which makes it likely that that was the standardized test the author considered. The CBSE is, by definition, a standardized exit test for secondary school students in India.
> am actually amused this article was based on an research paper published by Universitry of Virginia
The author of this paper is of Indian origin.
If you gave mathematicians some general exam and have all universities participate, I would also not expect top universities to score the most. However, if you asked instead what the money value is of their research, then MIT, Oxford, et al. would score highly.
I don't want to extrapolate on the economist.com article, and whether it's true or not, but rather just illustrate that this happens in other contexts.
Another example is salaries. Are the best programmers in the areas that pay the most? I think no, but the ones whose work make the most money for their employers probably are. A case in point is the alpine Emacs coder that featured in a comment a few days ago, Thierry.
The main issue is that if you focus on the money part, then you focus on ideas that have settled. Many small places or small universities are still at the distillation step and the distillate tends to move to where the money is. I use this argument as one of the main arguments for fundamental research, and also for why it has cognitive dissonance with earning potential.
- The statistical data did not survey students who managed to secure a seat in an elite public college using reservation quota.
- The sample data is from admission cohorts a couple of decades ago (1999 - 2002).
- The detailed in-person survey was done only in urban areas during 2011-2012 time frame.
- Data sample:
* Initial survey request sent - 1981
* Actual surveyed - 1506 (76%)
* Either self-employed or salaried - 748 (49% of surveyed)
* Final data sample - 439 (58% of employed)
# public colleges - 190 observations
# private colleges - 249 observations
- The entire analysis (and the claim) is made comparing the outcomes of students at the margin of admission (around admission cut-offs). So, if a student secured top score and entered into a public college and gets a top dollar salary, the author weakly attributes it to better learning environment.Second the job interview and exam might just be looking for skills on different dimensions ?
On the other hand, there's only so much one can do with observational data doing these sort of causal analyses. I'd say its still an interesting outcome.
Back in 2011, the government decided to revamp the educational grading system by introducing "Continuous and Comprehensive Evaluation" (CCE) for class X. We were the first batch to go through it and every assignment/internal exam had some weightage in your final grade. Fast forward to 2013, there was a repeated attempt to bring similar change to this system. The central government merged the AIEEE and the IIT-JEE into two sets of exams - the JEE Mains and the JEE advanced. They also introduced weightage to your XII grade marks in the final rankings - meaning you had to do well in your boards in addition to the one-day exam.
Admittedly, this was less radical than year-round performance, but it was still significant enough to tell everyone - "Hey, you need to perform all across our evaluations, not just in one exam". This meant that you could have gone through all the folks who took the CBSE XII exams in my class - and they would have been in the top 5% (maybe even top 1%).
Having said that, at the end of the day - apart from signalling, the main reasons to get into the IIT/NITs were infrastructure, the environment and the network. The infrastructure was way better than a smaller, private university and your entire class is filled with the top people from your batch.
Even if we conceded that the curriculum and the faculty were not at par with the top universities in the world, the talent surely is. The extra-curriculars and the competition within ensured that you constantly honed your skills to remain relevant - we took MIT OCW courses, participated in global hackathons etc.
TL;DR - High-school test scores were relevant when it mattered in college entrance exams. The moment the weightage was lost, the relevancy was lost.
I don’t understand what’s actually being analyzed or commented on (both the Economist article and the source journal article are paywalled for me)
However, this analysis is just based on outright flawed data. The author has no idea about how education system works in India, or deliberately chose to ignore it because this is what could be done on the data they had accumulated. And I am not talking about the disclaimer about data sample being small, the entire model is wrong for majority of Indian students.
Couple of things I want to comment on when you look at the article and the original paper :
1. The study treats few public institutions as "elite" and private institution as for non-elite people. That is wrong. There are private institutions which are elite too. My alma-mater is one of the elite ones and it was not a public university. This is the least problematic error in analysis.
2. The assumption is a common academic score being used to score university students. For college entrants in early 2000s (the time period when the survey respondents applied to colleges), people had to literally give 50 different entrance exams to get into universities. The score which is used to evaluate who was marginally better to get into elite university and who was rejected (the entire premise of the article), IS NOT what is used to decide entrance into universities in India. Its getting slightly standardized now, but was really chaotic 15-20 years back. There is a common exam that people give at secondary / senior secondary level but very few universities entertain them at entrance. Actually there are many "boards" to give Senior Secondary exams as well. Net net, there is very large variety of ways by which universities in India take entrance. Even the elite ones. I think, given the author is from the field of economics, they are overgeneralizing. A few (not all) economics elite universities do treat senior secondary tests as entrance criterion.
3. Exit exams used to compare academic credentials of students to see if they are academically better than the other DO NOT EXIST ! They dont even exist now and there is no point of them existing. Every public/private university in India (at least the elite ones), have their own grading/curriculum. So the academic credentials cannot be compared directly. With different universities having different grading method, people having somewhat similar academic distribution is a known thing (I dont recollect the name of the phenomenon exactly, but its studied and published). That said, it doesn't go with how the data has been modeled here.
Overall, the author's model is wrong for many (50%+) of Indian students. They might be referring to economics colleges (given they come from field of economics) Delhi University, Mumbai University and Kolkata University type of institutions where their model of tertiary education fits correctly, but in that case her analysis doesn't work well for most of "India". Totally wrong messaging.
This just means "Nepotism is real". Results should carry to all countries, though I doubt that large and present studies are available.
You don't graduate university for test scores. Test scores only work in low level learning like high school.
For this study they used -
"These exams test for language competencies (English and regional language) and stream-specific competencies; for example, commerce students take tests in accounting, taxation, and so forth."
Basically IQ tests.
Maybe they learned more. Maybe it's about cohorts. Maybe elite universities are used to signal. You can't tell from this study.
DOI: 10.1257/app.20140105