The Eighty-Twenty Rule

I first got this idea during some assignment submission at IIT. One guy in our class, known to be a perfectionist is supposed to have put in 250 hours of effort into a certain course project. He is known to have got 20 out of 20 in this project. I put in about 25 hours of effort into the same project and got 17. Reasonable value for effort, I thought. And that was when I realized the law of diminishing returns to effort. And that was the philosophy I carried along for the rest of my academic life (the following four years).

The problem with working life as opposed to academic life is that the eighty-twenty formula doesn’t work. The biggest problem here is that you are working for someone else, while you were essentially working for yourself while you wree a student. Eighty was acceptable back then, it is not acceptable now. Even if you are working for yourself, the problem is that the completion-rewards curve is completely diffferent now.

Imagine a curve with the percentage of work done the X axis and the “reward” on the Y axis. In an academic setting, it is usually linear. Doing 80% of the work means that you are likely to get 80%. Fantastic. The problem wiht work is that the straight line gets replaced by a convex curve. So even to get an 80% reward, you will need to maybe do 99% of the work. The curve moves up sharply towards the end so as to give 100% reward for 100% work (note that I’m talking about work done here, not effort. Effort is irrelevant)

Now, why did I cap reward at 100% in the previous paragraph? Why did I assume that there is a “maximum” amount of wokr that can be done? Note that if there is a ceiling to the amount of work to be done, and to the reward, then you are looking at a payoff like a bond – the upside is limited – 100% but the downside is unlimited (yeah I know it’s limited at 0, but it is so far away from 100% that it can be assumed to be infinitely far away). Trying hard, doing your best each time, the best you do is 100%. But slip up a bit, and you will get big deficits. It is like the issuer of the bond defaulting.

Almost thirty years back, Michael Milken noticed this skewed payoff structure for bonds, and this led him to invent “junk bonds”, which are now more politely known as “high yield debt”. Now, these bonds were structured (basically high leverage) such that a reasonably high rate of default was built in. In an ordinary bond the “default expectation” is that the bond won’t default at all. For a high-yield bond, the “default expectation of default” is much higher than 0 – so there is a definite upside if the bond doesn’t default. So that balances the payoffs.

So how does that translate to work situations? You need to basically get yourself a job where there is significant scope for doing “something extra”. So that if you take into account the “something extra”, the “expectation” will be say something like 90% of the work. So by doing only a bit more than your old 80-20 rule from college, you can fulfil expectations. And occasionally even beat them, resulting in a major positive payoff (either in terms of money or reputation or power etc.).

The deal is that when the expectation is lower than 100%, the reward-work curve changes. It remains heavily convex for the duration within the expectation (so if expectation is 90% of work for 80% of profit, the curve will be highly convex in the {(0,90),(0,80)} area). And beyond this, it gets less convex and closer to linearity, and so gives you a bit more freedom.

I’m too lazy to draw the curves so you’ll have to imagine them in your heads. And you can find some info on convex curves here: http://en.wikipedia.org/wiki/Convex_function

Anecdotes from school: Copying In exams

A couple of not-so-hilarious incidents from our pre-board exams in 10th standards. It being election year (1998) we had 2 rounds of pre-boards instead of the usual one. The formation in the classroom was interesting – we sat normally two to a desk, and there were two sets of question papers. Since these were pre-boards and not boards, many of us didn’t really take them seriously. I must say that the entire set of exams was a riot. After all, it was the last thing that we did in that wonderful school (the school didn’t have 11th and 12th, so all of us had to shift out).

The biology section of the science exam contained a question on habit-forming substances. Something on the lines of “what are habit forming substances and why are they bad”. A certain mahaanubhaavva thought he didn’t know the answer. Or maybe he didn’t understand the question properly. So using a set of excellently-planned cheat codes, he managed to communicate to the guy in the next row (note that he couldn’t ask the person next to him since she had a different question paper) about this question.

The guy in the next row wasn’t such a stud in dumb-charades, and decided to use standard gestures rather than excellently-worked-out codes. He wanted to show booze in as intuitive way as possible. Putting his fist near his mouth, and with a clever movement of his thumb, he indicated drink. Sitting behind him, I thought this was excellent for someone not well-versed in Dumb Charades. Unfortunately, people well-versed in Dumb Charades tend to think too much. In went the answer paper “the primary habitat forming substance is water. It is bad because people and animals can fall and drown in it”. He must count himself lucky he got the hall ticket.

This incident has had far-reaching consequences. The mahaanubhaava who didn’t know the answer was so traumatised by the incident that he is yet to taste alcohol. He is afraid of drowning in it – that dreaded habitat forming substance.

****************

One day later was the social sciences paper. Unfortunately I wasn’t part of the Dumb Charades study group, so I hadn’t been introduced to the art of communicating the question number across the class. I realized that with my skills I was unable to even communicate across the aisle. I wasn’t even as good as the guy in front of me who put his fist to his mouth. So it had to be the cute girl next to me who had to help me out with the question that I didn’t have a clue of. If I remember right, she was partially trained in Dumb Charades.

What I didn’t realize was that you are not supposed to copy if you are seated in the first row – it is too easy to get caught. Moreover, if you are in one of the middle columns (like I was) you are in the direct line of vision of the invigilator. So it is never a good idea to copy. But then, I’d never copied in my life, and I knew this was the last opportunity for me to make amends. So what if I didn’t know the codes? So what if I was seated on the first row? So what if the cute girl next to me had a different set of questions? This was my last chance to profitably copy, and I had to take it.

I usually pride myself on being good at eye contact. I pride myself on the fact that I can communicate anything to someone of the opposite gender by just looking deeply into her eyes. I know that if I were to copy from a girl who was seated in FRONT of me, I could have done it with just eye contact. Unfortunately, the only person seated across me and looking towards me was the invigilator. Obviously I couldn’t ask her the answer?

The rules of copying state that it is always the dumber person who copies from the smarter person. The class topper never copies. If he were a copycat, his topping could never have been this sustainable. By knownig the two names, you can easily know who is the copier and who is the copied. Things always go by the rules. So if you try to invert  these rules, it is usually easy to fool the invigilator. And so forth.

So unlike the mahaanubhaava who hadn’t understood the question, I didn’t get caught for the attempt to copy. No one threatened to not give me my hall ticket – that honour went to the cute girl who had been sitting next to me. I didn’t do well in my social science pre-boards – I hadn’t been able to get the answer from the benchmate – she had got caught for copying from me before that. Despite now knowing the codes, and having zero experience in this department, I had played my cards well. I never repeated this experiment. Even if I wnated to, I think I’d’ve never found a counterparty.

Why MBAs do finance – a studs and fighters perspective

I don’t have sources here but enough people have cribbed that nowadays too many MBAs are going into finance, and banking, and not too many of them get into “real management” jobs, which is what the country/the world desires them to get into. I clearly remmeber a Mint column on this topic by Govind Sankaranarayanan. And that is surely not the exception. And I remember reading this article very recently (don’t know where) which says that the reason MBAs were taken into banking was to provide a business perspective to banking, and not to be hardcore finance people themselves.

Management roles can be broadly classified into two – functional management and coordination management (the latter is also known as “general” management). Functional management is more like “captaincy” – you essentially do similar work to what your team does, and you guide and direct them, and help them, and boss over them, and get paid a lot more for it. The best part of functional management is that you can outsource all the chutiya kaam to some underling. And there is enough “functional” interaction for you with your team in order to keep your mind fresh.

Coordination management, on the other hand is mostly about getting things done. You don’t necessarily need to have experrtise in what your team does, though some degree of comfort does help. Most of your work is in coordinating various things, talking to people, both inside the team and outside, both inside the company and outside, and making sure that things are done. No special studness is generally required for it – all it requires is to be able to follow standard operating procedures, and also to be able to get work done out of people.

Historically, functional managers have been “grown” from within the team. it is typically someone who was doing similar work at a lower level who gets promoted and hence takes on a leadership role. So in an engineering job, the functional manager is also an engineer. The sales manager is also typically a salesman. And so on.

Historically, MBAs have been generally staffed in “coordination management” roles. Typically these are multifunctional multiskilled areas for which it is not easy to pick someone from one of the existing departments, and hence MBAs are recruited. Historically, when people have talked about “management”, they have referred to this kind of a role.

So through my description above, and through your own observations in several places, you would have figured out that coordination management/general management is typically a fairly fighter process. It is about getting things done, about following processes, about delivering, etc.

This applies only to India – but there is a reasonably high “stud cutoff” that is required in order to get into the better B-schools in the country. This is because the dominant MBA entrance exam – CAT – is an uberstud exam (I would argue that it is even more stud than the JEE – which requires some preparation at least, and hence puts a reasonable fighter cutoff). So you have all these studs getting into IIMs, and then discovering that the typical general management job is too fighter and too less stud for them, and then looking for an escape route.

Finance provides that escape route. Finance provides that escape valve to all those MBAs who figure out that they may not do well in case they get into general management. Finance as it was in the last 5-10 years was reasonably stud. And thus attracted MBAs in reasonably large numbers.

The simple fact is that a large number of people who get into MBA won’t be able to fit into a general management kind of job. Hence there is no use of commentators cribbing about this fact.

If the IIMs decide that they would rather produce general managers rather than functional managers, they would do well to change admission requirements. To make admission less stud and more fighter. ISB, in that sense, seems to be doing a decent job – by having significantly lower stud cutoffs and putting more emphasis on work experience and other fighterly aspects. Hence, you are more likely to find an ISB alum going into general managementt as opposed to IIM alum.

The Perils of Notes Dictation

Thinking about my history lessons in schools, one picture comes to mind readily. A dark Mallu lady (she taught us history in the formative years between 6th and 8th) looking down at her set of voluminous notes and dictating. And all of us furiously writing so as to not miss a word of what she said. For forty minutes this exercise would continue, and then the bell would ring. Hands weary with all the writing, we would put our notebooks in our bags and look forward to a hopefully less strenuous next “perriod”.

The impact of this kind of “teaching” on schoolchildren’s attitude towards history, and their collective fflocking to science in 11th standard is obvious. There are so many things that are so obviously wrong with this mode of “teaching”. I suppose I’ll save that for else-where. Right now, I’m trying to talk about the perils of note-making in itself.

Before sixth standard and history, in almost all courses we would be dictated “questions and answers”. The questions that would appear in the exam would typically be a subset of these Q&A dictated in class. In fact, I remember that some of the more enthu teachers would write out the stuff on the board rather htan just dictating. I’m still amazed how I used to fairly consistently top the class in those days of “database query” exams.

I’m thinking about this from the point of view of impact on language. Most people who taught me English in that school had fairly good command over the language, and could be trusted to teach us good English. However, I’m not sure if I can say the same about the quality of language of other teachers. All of them were conversant in English, yes, and my schoool was fairly strict about being “English-medium”. However, the quality of English, especially in terms of grammar and pronunciation, of a fair number of teachers left a lot to be desired.

I can still remember the odd image of me thinking “this is obviously grammatically incorrect” and then proceeding to jot down what the teacher said “in my own words“. I’m sure there were other classmates who did the same. However, I’m also sure that a large number of people in the class just accepted what the teacher said to be right, in terms of language that is.

What this process of “dictation of notes” did was that teachers with horrible accents, grammar, pronunciation or all of the above passed on their bad language skills to the unsuspecting students. All the possible good work that English teachers had done was undone.There is a chance that this bad pronunciation, grammar, etc. would have been passed on even if the teachers didn’t give notes – for the students would just blindly imitate what the teachers would say. However, the amount by which they copied different teachers would not then be weighted by the amount of notes that each teacher dictated, and I think a case can be made that the quality of a teacher is inversely proportional to the amount of notes he/she dictates.

Teachers will not change because dictation is the way that they have been taught to “teach”. The onus needs to go to schools to make sure that the teachers don’t pass on their annoying language habits to the students. And a good place to start would be to stop them from dictating notes. And I still don’t understand the value of writing down notes that you don’t really bother to understand when you have a number of reasonably good text books and guide books available in the market. I agree that for earlier classes, some amount of note-making might be necessary (I think even that can be dispensed with), but in that case the school needs to be mroe careful regarding the language skills of people it recruits in order to dictate these notes.

Location matters

The other day in my office we were discussing recruitment. I pointed out that placements this year in the IITs have been particularly screwed. We haven’t decided if we can wait till July for the new recruits to join, but if we agree that it’s ok, we might recruit from IIT. Given our size and meagre requirements, if we do recruit, it’s likely to be from IIT Delhi. The CEO happens to be from there, but that won’t be the reason we might be  going there. It is simply to do with cost.

A number of people think that good colleges can lead development. I’m not sure if that is the case. Unless there is a massive cluster of colleges that comes up in some place which makes it attractive for people to set up industries, which can then recruit from the colleges. Until that happens, and you never know how long it will take for that to happen, the students in these colleges are effectively screwed. At least much more screwed than those in colleges in better locations.

For big companies it doesn’t matter. Their recruitments are such that they can’t possibly make do with taking people from the closest IIT (since we’ve started talking about IITs, let’s keep that as the standard). They will need to go to every IIT. And recruit from all  the places, irrespective of how much it costs them to recruit from there. So you will have people talking about big names that go to different IITs. Big companies with big names. I don’t think there will be significant inter-IIT difference in there.

However, where the students of remotely-placed IITs will miss out on is in terms of small, and maybe growing companies. Companies such as ours. We are located in Gurgaon, and might not need more than a couple of people. And from a simple cost perspective, there is no reason we should step out of Delhi for our IIT Campus recruitment. If we were located in Bangalore or Madras, and wanted to recruit from an IIT, we would’ve gone to IITM. It is about cost. Total cost of recruitment, measured against expected quality of candidates. So we go to the closest and most accessible IIT.

During my time at IITM (2000-2004), there were hardly any non-software companies that came to recruit. There were a few “big boys” that came (McKinsey, Levers, etc.) but they were large enough to go to every IIT. Not-so-large financial sector companies that were based in Bombay would simply just recruit from IITB. Outsourcing companies based in Gurgaon would go to IITD. The south had (and has) mostly software companies, and they would recruit from Madras.

Then there is the accessibility factor. Now, if I were to decide that my requirements won’t be fully met at IITD, and I want to recruit from a couple of more IITs, I would probably intuitively go to Bombay and Madras. Simply because they are well connected by flight from Delhi, and have good hotels to stay at if I want to interview over a couple of days. I’m not even sure if Kanpur and Kharagpur have airports. And I definitely don’t fancy staying at hotels in either of these places.

Popular notion is that IITs at Bombay and Delhi have traditionally had superior placements compared to other IITs. It is simply because they are located in superior places (Madras might have also been there but for some reason has historically shown a tendency to send most of its graduates to the US, because of which local recruiters don’t fancy it too much). Even if you are the smartest guy in Kanpur or Kharagpur, there is a good chance that you might lose out to a much less smart and much less hardworking guy than you in Bombay or Delhi. Simply because they are more accessible.

There is of course the contrarian viewpoint. Low supply of jobs at the less urban IITs means that as a recruiter, I should find it easier to get better people there, than I would in the IITs in the big cities. Again, it depends on how much incremental value I place on the “better students” at the less urban IITs. In most cases, however, it is likely that I would find that this incremental value wouldn’t justify my costs, and end up going to an urban IIT.

So who would recruit from the urban IITs? Apart from the big guns, of course. Think of institutions that don’t require a face-to-face interview for recruitment. Graduate schools. Large software companies which recruit without interviews (based on a test, etc.). Foreign companies that interview via videoconference. And I hear that nowadays, McKinsey has started flying down its shortlisted students from non-Bombay non-Delhi IITs to its own office and interviewing them there – maybe a few other extremely quality-conscious companies might emulate this model.

So if you have just passed the JEE, and don’t know which IIT to go to, you might want to keep this in mind. I know that at 17, you want to go to the IIT closest to home (at least, that is the reason I picked Madras). But keep this at the back of your mind – going to an IIT in a bigger city is definitely going to give you better options after your engineering. If you are extremely sure that you want to do a PhD in your chosen branch of engineering, then it doesn’t matter. Go anywhere. But if you want to keep your options open, go to the big cities. Bombay. Delhi. Madras.

PS1: In this post I have used IITs as only an indicative example. This applies to all colleges, irrespective of area of study. Basic moral of this essay is that if you have a choice between similar colleges of similar reputation, choose the one in the bigger city

PS2: I have no clue about our recruitment plans. I don’t even know if we will recruit. If you are a placement representative, please DON’T bombard me with “can you recruit from my IIT” mails. If we want to recruit from your college, we will get in touch with you.

PS3: Has any of you observed that if you consider Kharagpur as being close to Calcutta, the location of the 5 IITs are the same as the five cities where Test cricket was played in India in the 1950s. Maybe if Kharagpur hadn’t come up in 1950 itself, it would’ve been set up somewhere close to Eden Gardens.

Anecdotes from school

A few random incidents I remember from school (mostly academic stuff; so if you’re looking for something else you might have to wait)

  • In 4th Standard, I remember there was a section of the social sciences text which talked about various kings. After an exam which covered this part, I discovered to my horror that I’d got only 22 out of 25. Where did those three marks go? There was a question that said “write short notes on Akbar”. Apparently in my half-page answer I hadn’t written that “Akbar was a kind and just king” so Ms. Lauren had cut three marks
  • Continue reading “Anecdotes from school”

simple writing, high thinking…

In an op-ed in yesterday’s Business Standard, Deepak Lal writes

Hume believed that all ideas are based either on logic or sense experience, and that our inductive inferences based on constant conjunction of particular temporal sequences do not give us secure grounds from observing instances to inferring a general rule.

Totally haemoglobin-in-the-atmosphere level stuff. I mean, it may be ok (or even necessary) to use such complicated and unreadable language in an academic journal. But in an op-ed of a newspaper? Even if it is a business newspaper whose readers are more informed in general?

I think there is a conspiracy by academics to prevent “normal people” from understanding concepts that are simple and intuitive.

Now it’s the turn of the economists

To fear the engineers that is. It seems like TCA Srinivasa Raghavan had an extremely tight deadline with respect to his analysis of the Raghuram Rajan Report. So, instead of taking on the report, he decides to go after the chief author instead. And he doesn’t even do a good job of this. He goes after the chief author’s educational background (Raghuram is a BTech (elec) from IITD). And proceeds to say that the invasion of engineers into economics has in a way ruined the subject.

Continue reading “Now it’s the turn of the economists”

Teaching Economics: Part Two

Madman Aadisht has extended my earlier post to talk about why Economics toppers from DU don’t necessarily need to clear in their concepts. He talks about the admission process and the internal examination process and the course content to arrive at this particular conclusion. So what could be done to fix it? There is no dearth of enthu for the study of economics in India. And I get the feeling that a lot of people are put off from it due to absence of quality colleges (apart from a couple of colleges in Delhi, and one in Bombay, nothing really stands out).

Continue reading “Teaching Economics: Part Two”