<p>Just to show how good I am at keeping my promises, I decided to post again.</p>
<p>I was interested, so I did some calculations based on the survey I mentioned. It’s very recent, done in 2000s. I would love to share the actual report with you, but there are some issues.
a) it is in a language most of you do not understand at all
b) it is in a member-only section of the Mensa website, so I would have to mirror it somewhere, in which case you could not know if I wrote the whole thing myself
c) it would require me disclosing my nationality, which I dislike</p>
<p>I understand this makes the data and the following analysis very suspicious. However, I ask that if you wish to disagree with the results, please indicate if you only disagree with the calculations, only believe the data is not real, or both. Were there enough interest (which I doubt), I could try to make the data available in a credible manner (and with, for example, a Google translation), which would hopefully help with the data skeptics.</p>
<p>Please note that this has absolutely nothing to do with me thinking about putting the IQ into application anymore. I merely wish to share this piece of information with you. </p>
<p>Now the actual numbers:
The two tables I was concerned about were the highest degree obtained, and the field in which any degree was obtained. </p>
<p>The highest degree obtained provides very simple analysis. 8% of Mensans who answered the survey had a doctoral degree. Because of our education system, in addition to PhD’s and other academic doctorates, “doctoral degree” includes medical, dental and veterinary science doctors, but not law or other professional degrees. This was compared to total population, of which 0.6% have doctoral degrees, defined of course in the same way. </p>
<p>Some simple derivation:
Probability of an IQ>=130 person to have a doctorate is denoted by dm. Probability of an IQ<130 person to have it is denoted by dg. Probability of a random person to belong to groups m and g are pm=0.02 and pg=0.98, respectively.</p>
<p>dm is got from the survey, but dg has to be calculated. dt, the probability of a random person from the total population to have a doctorate, is known. dg is ((pm + pg) * dt - pm * dm) / pg.</p>
<p>The probability of a person having a doctorate to have IQ>=130 is dm * pm / (dm * pm + dg * pg). We insert dg above to the equation and, after some quick manipulation, get pm * dm / ( (pm + pg) * dt), which further simplifies to pm * dm / dt. This is quite intuitive, meaning basically “The probability of a doctorate holder to have IQ>=130 is the probability of a person to have IQ>=130 times the ratio of the probability of an IQ>=130 person to have a doctorate and the probability of an IQ<130 person to have a doctorate”. The analysis works equally well if the ratio dm / dt is replaced by a ratio of some other probabilities, as we’ll do below.</p>
<p>Some strong assumptions about linearity are made above, but it should be okay for the first approximation.</p>
<p>So, continuing from above, it is approximately 8%/0.6%=13.3 times as likely for a person with >=130 IQ to get a doctoral degree than a person of total population. Inserting the ratio to equation above, the statistical probability of a doctoral degree holder to have an IQ of at least 130 would be 2%*13.3=26.7%, so IQ 130 would be approximately 73th percentile.</p>
<p>The analysis above is not completely accurate, because the age distribution obviously affects the education distribution greatly. The general population percentage was calculated with all the people, whereas no one under 16 answered the survey. Thus, the real probabilities compared should be survey probability and probability of general population member of over 16 years old to have a doctoral degree. Approximately 19% of our population is less than 16 years old, which results in 0.7% to be the probability of a person at least 16 old having a doctoral degree. The statistical probability of a doctoral degree holder to have IQ of >= 130 would therefore be 2%*(8%/0.7%)=23%, eg IQ 130 would be 77th percentile.</p>
<p>However, this is a very crude measure, because the field one gets the education in greatly affects the chances of getting a doctoral degree. I will not bore you by explaining our educational system in a detail, but virtually everyone in any job will have specific education for some job, though not necessarily the one he/she does for living. Everyone probably understand that in the field of welding it is much rarer to get a doctoral degree than in sciences, for example. </p>
<p>The Mensa survey report did not include a table of the levels of degree in different fields, only the distribution of the degrees and the distribution of the fields separately. However, a government data bank had the table I wanted, and with it I calculated an approximate probability of getting a doctoral degree in every field, e.g. the amount of doctors in a field divided by the number of all of the people in the field. Then I calculated how many doctors should Mensa have if the probabilities were the same, and got ~0.43x, where x is the actual number based on the survey. Therefore, I deducted that it is about 2.3 times as likely for an IQ>=130 person to get a doctoral degree, compared to everyone on the same field. Very linear approximation again, very unlikely to be completely true, but qualitatively correct, I hope.</p>
<p>Combining this with the fact that survey showed Mensa members had a natural science degree 4.5 as often as the general population, I had the result that it is 4.5*2.3=10.4 times as likely for a IQ>=130 person to have a doctoral degree in a natural sciences than a member of general population. The probability of a natural science doctoral degree holder to have IQ of at least 130 is therefore, according to the simple formula above, 21%, resulting in IQ 130 being 79th percentile.</p>
<p>Finally, there are a couple of things to consider. </p>
<p>One is that members of Mensa may not accurately describe the actual 98th IQ percentile. However, because it is often assumed that they do, and due to lack of any contradicting evidence, I see no reason to believe otherwise.</p>
<p>Another is that the population of my country can not be completely identical to the population of US. However, I see no reason why we would be significantly different. Literacy rate is very close, education is valued in the both countries and IQ is not explicitly selected either way in the education of either country. I don’t believe the data for US should be much different, though I would love to see another study. </p>
<p>And of course, physics does not equal all the natural sciences, but I would be very surprised if there was a big difference between the individual fields.</p>
<p>In addition, a short reply to wis75:
4 million divided by 100 is actually 40,000, not 400,000. The survey data indicates that about 9% of Mensans have a natural sciences degree. Let’s for a moment assume that one fifth of natural degree holders have specifically a physics degree. I don’t know how accurate that is, but probably it is of correct magnitude, at least. This makes the amount of American Mensa-qualified people of any age studying physics or having a degree in it 40000<em>0.09</em>0.2=720. If we use the population estimate of 2010 (310 million), the amount rises to 1116. Approximately 42% or 53% of Mensa survey answerers had at least a degree that would be comparable to US college degree, depending on what is thought to be comparable. Let’s use the generous figure, which gives 591 people as the number of Mensa-qualified college students of any class year with a major (or future major) of physics. It’s not easy to say how they will be distributed to the colleges with respect to the tier of the college, so I will not make any guesses.</p>
<p>I’m also not sure if I made this clear enough, but the IQ I’m talking about has nothing to do with verbal talent or skills. It measures only logical reasoning abilityand therefore probably is approximately same as the math IQ you mentioned.</p>
<p>Also, now that I calculate them myself, I’m not sure if the probabilities you provided corresponding to each IQ level are completely accurate. I believe for IQ 150 the statistical probability should be 1/2330, and for IQ 180 it should be 1/(2*10^7).</p>