Thursday, 12 March 2015

Personality Model

In 1995, as a student of psychology inspired by natural science, I defined a logical model of personality explaining psychosis. I created (for my MA thesis, 1998 and grant research, 1999) new kind of tests assessing intelligence, creativity, prejudices, expectations to show more exact methods in psychology. During my Phd study in economics, I developed 'Maximization of Uniqueness (Originality)' model enhancing the classic utility to explain irrational motivations linking economics and psychology. Later I became computer programmer developing functional programming. According to Personality model (and my experience in chess composition), I've built server and client logic of information system, and produced visual art. I presented the excerpts of 'Personality Model' in a few articles, and later as part of my art exhibitions: From Animation (Oct 2013, Holland Park, London), Parallax 12 (Feb 2015, Chelsea Town Hall, London), Fading Memory (Sep 2015, Weißenohe / Nuremberg, Germany). Another work: The Science is a subset of the Art extends Personality Model to art, society. At the end I add example and explanation of a special problem, when the higher intelligence leads to a wrong solution. It was published in Japanese Journal Problem Paradise in 1999. All presented results can be repeated. Computer testing would enable to acquire more data and more exact analysis. Personality Model was presented on Monday 25. July, at ISSC 2016 conference in Santorini, Greece, Korean KAIST center in Daejon, and Australian Adelaide's conference on Symmetry.on Phillpapers

Reality consists of unique units: If 'p' occurs with probability 1/a, next 'p' has probability 1/a². Identical units can't exist, not due to manufacture limit (Heisenberg's uncertainty) to produce identical things, but because they differ by probabilities (positions, creation times).

Intellect links unique units in given time to logical series of 'identical' change (add, rotate, sum, etc). The more linked units, the higher intelligence. The more different logic, the higher flexibility. The less likely logic, the higher originality.

Personality is sum of logical series linked by intellect in given environment, time. The intelligence is distributed in personalities' series (changing in time). The core series is self-identity of 'ME's in various times, spaces (I am same now, yesterday, last year, tomorrow. My hand, leg, head, eye is ME..).

Psychosis (schizophrenia, manic-depression) captures intellect in one series (vicious circle of self-refutations) absorbing all intelligence of all series(es) including self-identify. Intelligence is captured, not necessarily deteriorated as E. Kraepelin (1865-1926) thought. The form of vicious circle: p, p, p, p... defines psychosis. The content is secondary, which corresponds to K. Jaspers' General Psychopathology (1913). But Jaspers never defined the psychosis, his work is just description. As I'll show later: the higher intelligence, the lower chance of psychosis. And the more opportunities, the lower chance of psychosis. So Kraepelin was statistically right, but psychosis can occur with a high intelligence too. On the other hand, a popular belief - a high intelligence or genius increases the risk of psychosis (or mental disease), is untrue. It may be partially true, only due to long-term lack of opportunities, or (intentional) social exclusion.
Analogy to Personality is computer with multiple processes (series(es)) occupying a memory and processor time (intelligence). The core process (BIOS) is a must for other processes. Psychosis is a process out of control (memory leak) occupying all memory, processor's time.

Intelligence is one. 'Social', 'emotional', 'xy' intelligence is illusion. E.g. empathy needs certain intelligence to understand others. It doesn't guarantee empathy (pro-social behaviour), but probability of empathy (and less prejudices) raises with the level of intelligence.

Personality's typology (e.g. extrovert-introvert) is illusion: attractive woman can be 'extrovert' having many opportunities to socialize because of her beauty, not her 'extrovercy'. Special conditions (lack or abundance) with certain intelligence, lead to certain behaviour. Change of conditions may change the behaviour, but not always: special period (imprinting) or e.g. intensive frustration may contribute to (more or less) permanent attributes (logical series) of self-identity.

Frustration (lack of opportunities) limits empathy regardless of intelligence captured by intricate justification of prejudices (very high intelligence uncovers the falsehood of such justification). Deficient intelligence or lasting frustration may evolve to: neurosis (unaware of prejudices: unconscious control), psychopathy (aware of prejudices: lying, pretending) or psychosis (ceaseless self-refutations). Personality disorders can overlap: neurosis can accompany psychopathy and vice-verse, and can disappear or reappear (only) in certain conditions enforcing disorders. E.g. enforced psychopathy occurs if a lie is necessary to survive. Everyone is sometimes neurotic (small obsessions), psychopathic (small lies).
Questionnaire of Unbiased Judgement: Logic of Prejudices
Prejudice (biased judgement) is a self-defence mechanism to preserve wishful self-image based on identification with permanent or changing attributes: sex, talent, minority, success, illness etc. Some attributes are same e.g. adults, dolphins, artists are mammals, have 2 eyes, 1 head etc, the other are unique: fingerprints, number of corpuscles etc.

Self-identity consists of various - same and unique units (attributes). The bias is in (a) favour or (b) against own identity's unit. E.g. (a) a minority person underrates majority, rich blame poor, etc, or (b) a minority person idealizes majority, poor blame poor etc. The higher intelligence and less frustration, the less biases. Questionnaire has 10 sentences with 6 answers: 1 right, 1 evasive ('it is too complex'), 2 underrating other identities, 2 overrating. Instruction is: "mark just ONE judgement that appears to you the most truthful." Here are 4 examples:
As for physical attractiveness people differ in a way that:
a) more attractive people are also more intelligent
b) they do not differ at all
c) some are more, other less attractive
d) everybody has an attractive feature
e) they differ a lot
f) it is hard to compare
Assessment: c) some are prettier than others (0), d) and b) underrate beauty (-2, -4), e) and a) overrate (2, 4), f) avoids to judge (*)

Being a mathematical genius:
a) has a detrimental effect
b) does not need to have any detrimental effect
c) has positive influence on the whole personality
d) is accompanied by mental disorders
e) it is difficult to assess its influence on a human being
f) leads to a better adaptability
Assessment: b) unbiased in all cases (=0), a) and d) underrate genius (-2,-4), f) and c) overrate (2, 4), e) evasion (*).

A minority living in a state:
a) has its own specifics
b) is more peculiar than majority
c) is less adaptable than majority
d) is more tolerant than majority
e) is not comparable with majority
f) is more provocative
Assessment: Minorities have own specifics (language), but a minority person does not need to be worse or better than a majority person.

Extinct plants:
a) were more important than today’s plants
b) were useless
c) disappeared because of various causes
d) had the same value as alive plants
e) were not able to survive
f) were much more useful than present plants
Assessment: Survival depends on environment, if it is different some existing plants would not survived and some extinct ones would.

Overall assessment
Prejudices = Σ absolute values, Tolerance = Σ - / + values, Indifference =Σ evasions
Over 500 tested people were rather slightly hostile than tolerant, less biased toward external signs (sex, minority) than excellence (talent, beauty). Comparing with the results of intelligence tests, I confirmed intelligence statistically reduces prejudices. I found 4 symptoms: (1) unreal discernment (= too many prejudices), (2) submission (= high tolerance), (3) hostility (= low tolerance), and (4) indifference (= many evasions). E.g. people in psychotherapy were more biased and submissive. Or computer programmers were a bit more hostile (maybe because of their increasing importance). I found some other correlations, e.g. students of theology showed a similar pattern as people in psychotherapy, which could indicate a psychotherapeutic effect of religion. Or students from Yugoslavia having an experience with a war at that time, had above average variance, i.e: some had too many prejudices with respect to their intelligence. It could be interpreted as a result of trauma from the war - lack of opportunities pushing intelligence to prejudices (with sophisticated justifications).
During testing I also asked people to assess their own sociability by {-2, -1, 0, 1, 2} in comparison with others. Overall sociability (summing all values) should be 0, but it was 0.5: people tend to think they are above-average. It documents 'Are we all above average?' phenomenon: people overrate their sociability (or other qualities) for the sake of their self-image to look better. Not surprisingly, this overrating correlates with amount of prejudices and intelligence.

Bias of Classic IQ method
Intelligence identifies repeated signs: logic. Classic IQ tests exclude rarer logic, and tests of creativity assess associations without logic. Synthesis of both methods betters reliability. Graduate Record Examinations test (1994) has this task:

High intelligence finds more options, leading to uncertainty, which one is right. GRE test as other IQ method, reflects intelligence, but its construction is biased. My research (1999) confirmed this BIAS of the classic IQ test. I asked 600 people to invent (not solve) analogies: life : death = laugh : cry for: fire : .......... = darkness : ...........
There were 2 kinds of inventions:

All invented an analogy with a meaning. Only 5% invented a formal analogy, and they achieved above average intelligence: people discovering original logic are on average more intelligent. The less frequent sign discovered, the higher intelligence: IQ methods excluding rare signs, can’t reliably assess high intellect.

Expectation and cognition
Psychology, sociology, economics assume conventional logic (average intelligence) in their models. In economics, bounded rationality imposes cognitive limits, but doesn't differentiate between levels of intelligence. Also asymmetries focus on information, rather than differences in intelligence. Test of Expectations links intelligence and expectations (guess of other guess) to show unreliability of average intelligence assumption. I asked tested persons to fill four patterns with 0-16 circles in 2 ways:

The best strategy of Task A, is the worst of Task B, and vice-verse. For Task A, the optimal strategy is to fill 8 circles randomly having the most different options. The random 8 filled circles, really occurred with the higher intelligence. The breaking rules' strategies: 'cheating' (e.g. adding something extra or semi-fill circle), or 'meaning' (e.g. drawing a face), also occurred with higher intelligence. But they are less optimal than 8 random circles. Although cheating can easily lead to a unique shape, 'incentive to cheat' is already less unique (9% cases of cheating).

Task B, the most repeated patterns occur with the average intelligence, the optimal strategy (0 or 16 circles) correlate with higher intelligence, but was chosen by merely 4% or 2%. So average intelligence leads to better estimate than higher intelligence. On the other hand, the worst strategy (asymmetry) occur with low intelligence. So the most popular choices are not optimal but at least partially rational (aware that asymmetry is wrong leading to too many different outcomes).

The higher intelligence, the more optimal objective choice, which paradoxically does not need to be 'right' - if its optimality exceeds average intelligence. Theoretically infinity intelligence adjusts to majority's guess... But it can't always recognize the majority's non-optimal choice, as there is no objective criterion. Non-optimal collective choices could shed some light on inefficiency in societies: crises, wars, as kind of 'collective neurosis' or 'collective psychopathy', outvoting optimal choices because of misunderstanding, or intention to exclude clever (as too efficient competitors). I found other correlations too. E.g. the higher intelligence, the more independence of intro example (and of using 4 circles patterns). Various instructions (guess how less / more smart would guess other's guess, etc..) could be used in testing too to differentiate the results.
Classic prisoner's dilemma is also 'guess other guess' task, requiring to guess what other would do, to make optimal decision. If both prisoners (A, B) betray each other they get 2 years, if both are silent they get 1 year. If A betrays and B is silent, A is free, B get 3 years (and vice-verse). The assumption is that game is finite (does not repeat), and no external punishment / reward is possible. The rational result is: they betray, even though the best outcome for both would be if both are silent. We can look at the problem from different intelligence level. If both are 'dumb', they may naively guess the other would be silent, so they would be silent too. That's why lower intelligence, not able to calculate 'optimal guess', may theoretically lead to more optimal solution, in some special cases.

Association Tests: classification problem
Galton (1822-1911) used word-associations to assess mental qualities. Rorschach (1921) reveals unconscious characteristics and emotions associated (=projected) to the inkblots. Tests of creativity assess a number of distinct associations (=flexibility), their frequencies (=originality), how detailed they are (=elaboration). The lie detector measures overreactions (delay, changed physiology) of associations to words related to crime. The right answer in IQ tests is a correct association (out of all other associations). Rorschach's 'Oligophrenic detail' shows children or mentally handicapped more often interpret ink-boat as a part of something (human, animal).
Analysis of associations requires other criteria (accuracy, respond time) to have meaningful interpretation. Otherwise they have diverging interpretations. Torrance's figural test (1957) to finish Figure 1 as nobody would do:

Boat is one of the least original responses, while submarine is relatively original. Pictured submarine has the same hull of 5 circles. Is a submarine same, half same, or entirely different, as a boat? It shows a problem to classify associations, without logical context. Quantitative analyses of associations or variables (factor analysis, econometrics) create pseudo-knowledge or 'reveal' something trivial, evident already before. Qualitative methods using associations to confirm concepts, theories (e.g. psychoanalysis) create only one of many views, without warranty that the constructed view is right (or to what extent it is right). I made Test of Abstract pictures of ambiguous contexts, to reveal perception of society. I use category like: subjects, objects, cooperation, entropy, nature, mechanism, activity, abstraction etc, to explore their ratios (supposed to be 1). Significant deviations from the supposed ratios could indicate symptoms e.g. subjects / objects < 1 (= social deficit). I found some similarities when artists, programmers, theologians overused entropy (disagreement, explosion...), or chess composers overused cooperation (friendship, communication). There were some differences by gender: males' associated more technical objects, than women - that is however trivial. I faced the same problem with classification, and multiple interpretations impossible to overcome by quantity of collected data. The other criterion - sorting the associations, is necessary to get valid interpretations.

Intelligence and intricacy: Thinking
Intelligence links unique units of reality to logical series, e.g: 1, 2, 3... defined by the same change +1: 1, 2, 3, 4, or other justifications. Series 1, 2, 3, 4 can result from:
a) y = x, returns 1, 2, 3, 4, 5
b) y = x4 - 10x3 + 35x² - 49x + 24, returns 1, 2, 3, 4, 29
c) other logic.
Different justifications can return, for some parameters, same results: 1, 2, 3, 4, but then the results diverge (5 versus 29). Classic IQ method based on 1 correct answer excludes rarer justifications.
The identity doesn't exist: 'p' differs from next 'p' by its position, time: p != p (Heraclitus Panta rhei 525-475 BCE). If 1/a is probability of occurrence of 'p', probability of next 'p' is 1/a². Like likelihood to throw 6 with dice is 1/6, to throw 6 again is 1/36. Intelligence linking 'identical' changes to logical series, can be defined by probability: the lower probability of logical series per unit of time in given environment, the higher intelligence. The intelligence is inverted probability of logical series having discrete intricacies (combined logics): 1, 2, 3, ...
'Intricacy 1' has 1 logic e.g: adding, 'intricacy 2' combines 2 logics e.g. adding & rotating, 'intricacy 3' e.g. adding & rotating & sum, etc. The intelligence (as inverted probability) of series with 'intricacy 1' = 1, 'intricacy 2' = 2 * 2, 'intricacy 3' = 3 * 3, etc. So intelligence of every series = intricacy 2, and thinking is a sum of every intricacy 2 of all series per unit of time. At glance thinking look as a linear process. In fact all elements building a logic, are linked exponentially - through multiplication of their probabilities. In general, assumptions of linearity - e.g. economic growth or political ideologies, don't capture the underlying dynamics (multiplication of probabilities), which may result to unexpected outcomes (e.g. collapse of Roman Empire, Soviet Union...).

Test of Intelligence and Creativity (TIC)
In 1996 I developed TIC to asses intelligence, flexibility, originality from drawn logical series on printed patterns, which was a synthesis of Torrance Test of Creativity (1984) and IQ tests like Amthauer (1953), Raven (1936), Wechsler (1955). TIC and theory of intelligence was my Master thesis in 1998 highly appreciated by O. Kondáš - expert in clinic psychology. TIC consists of 4 different patterns, and every pattern repeated 4 times in one row. Every row of the same pattern repeats 4 times, so there are 16 rows, where tested persons can create logical series. Instruction is 'draw a logical series on 4 printed patterns':

To find solution (classic IQ test) is much easier than creating logic. It requires certain intelligence, and so some created nothing (it does not mean 0 IQ). Before starting the test, I showed 2 examples: adding and alternation, with practice pattern, to explain what tested person should do.

Testing 600 people, I found 24 types of logic - some were combined.

Creation of logic always enables to add new logic to series to increase its intricacy. E.g. subtraction of a polygon can be enriched by weakening colour (it is very original logic), and diminishing size. Alternating (empty, full) triangle can enrich adding and rotating triangle, plus summing the first 3 patterns to the 4, adds 'sum' logic. Then the triangle could be moving, diminishing etc... Theoretically infinity logics may be mutally combined. The results of TIC allows higher differences than classic IQ tests. In my research the highest score (of one musicologist) corrensponded to 250 IQ, while some achieved 0 (unable to produce any logic).

Intelligence (of series) is intricacy², which was explained before, and should be now clearer from examples of logical series. Total intelligence is sum of intelligence of all N logical series in given time:

Intelligence = ΣiN intricacyi2
Flexibility = ΣiN different logici
Originality is inverted probability of logic, if probability of rotating is 1/ar , its originality is ar. Probabilities of intricate series are multiplied, originality of rotating & adding = ar * aa.
Originality = ΣiN Oi
where originality of series Oi = Πxintricacy ax, where ax is inverted probability of logic x
Environment influences originality - logic original for most people, can be banal for a special group, e.g. technicians overuse 'decomposing', because in technical fields the problems are broken down to be resolved like integration by parts: Riemann–Stieltjes integral.

From the above definitions it is clear that intelligence, originality, creativity are statistically correlated. Together with logic, there were sometimes various effects: drawing meanings e.g. rotating umbrella, moving square bouncing or reappearing, etc. These effects increase intricacy, flexibility, originality, so each one has 0.5 point. Crucial is to classify the intention, which is not always easy, because logic can be drawn imperfectly, mistaken, or psychologist can see non-existing intention. Also interpretation may be ambiguous e.g. alternating left / right may be rotation of 180. Or are rotations CW, CCW, 45, 90 equivalent? Assessment could be more elaborated e.g. people could explain their logic to better understand their intention.

Theoretically, Rotating & Rotating should have smaller originality ar * ar, than e.g. Rotating & Summing because Summing is rarer than Rotating. Unlike machines, for humans repeating the same logic in one series is less likely i.e. Rotating & Rotating has higher originality than ar * ar So the probability of the combined series does not need to be exactly same as expected. Humans don't tend to combine same logic e.g. adding & adding & adding & adding. The exception is paranoia, or psychosis (they spy me, and I know they spy me, and they know that I know...). New concept of intelligence can so explain the psychosis, as one series of combined same logic, absorbing the whole intelligence.

Personality is determined by certain level of intelligence a2 distributed in various logical series, with core self-identity series.
Psychoses are of 2 types: a) schizophrenia with 1 logic, b) bipolar disorders (manic-depression) with 2 logics (bipolar can be understood as 'weak' psychosis).
Example of 1 logic in schizophrenia is: they know 'what I know', but I know that 'they know 'what I know'', but they know that 'I know that 'they know 'what I know'''... etc It can continue infinitely till absorbing the whole intelligence, capturing the 'self-identity'. The higher intelligence, the more repetition (higher intricacy) of the same logic. For personality with intelligence a2, the intricacy of one logic is 'a'. For 2 logics in manic-depression, one logic's intricacy is: 'a/√2' (because (a/√2)2 + (a/√2)2 = a2)

Let's assume each number of a dice represents one logic (opportunity), so there are 6 logics: 1, 2, 3, 4, 5, 6 Then intelligence is a number of throws M: the higher intelligence, the more throws (M).

Possible personalities = NM, where N = number of opportunities, and M is intelligence, in our example it is: 6M
Possible Schizophrenia(s) = N, in our example it is: 6
Possible bipolar disorders = N * (N-1) / 2, in our example it is: 15

While number of personalities exponentially raises with M (intelligence), for 6 logics there are still just 6 possible schizophrenias, and 15 possible bipolars. So:
The higher intelligence, the lower probability of psychosis and bipolars - probability decreases geometrically.
The more opportunities, the lower probability of psychosis and bipolars - probability decreases arithmetically.
The more opportunities, the higher ratio of bipolars to schizophrenia - the ratio increases arithmetically.

To minimize a chance of psychosis, intelligence is more important than opportunities, but at least some opportunities are necessary (extreme situations may trigger psychosis regardless of intelligence, as one logic always results in a repetition of the same: psychosis). The importance of intelligence was documented by many studies, e.g here is a study from The American Journal of Psychiatry, 2015, by Dr. Kendler.
Ratio of bipolar to schizophrenia is (N - 1) / 2, does not depend on intelligence. According to WHO, there are 21 millions of schizophrenia, and 60 millions of bipolar disorders. Ratio of bipolar disorders to schizophrenia (N - 1) / 2 suggests: the more developed societies (more opportunities), the higher ratio of bipolar to schizophrenia. E.g. some studies show that bipolar disorders in USA is 4.4%, while in India only 0.1%. And according to WHO's 2000 statistics, there are 1.45 times higher rate of schizophrenia in India than USA. The environment (opportunities) influences the number of psychoses / bipolar disorders, as well as their ratio. So genetics can't explain everything.

The reality is more complex than a dice, with possible heterogeneity in logics (e.g. some logics cannot be for some reason always combined), and the accessibility of logics may differ by time. However the formula for possible distributions (personalities) across logics (opportunities) in dependence on intelligence, remains true, which opens a possibility to study Personality mathematically.

Special tasks and levels of intelligence
Too high intelligence can lead to irrational choice. Some temptations require certain intelligence to be noticed, people below it are protected. To discover that a temptation is wrong may require higher intelligence. People between these 2 intelligence's levels are trapped... E.g. gambling is irrational, as expected gain is smaller than fee to play (and it costs time too). It is enough to notice the owners of lotteries make money, not gamblers. They are smart enough to gamble, but not smart enough to understand its irrationality. Preferences to take risk don't explain gambling, because there are many other even riskier activities e.g. extreme sports. Opportunities matter too: their lack makes more intelligent people to gamble. The upper level of intelligence for gambling (or other irrational choice), moves with a number of opportunities.

An article with a special chess problem (other kind of problems could be constructed too) published in Japanese Journal Problem Paradise, experimentally confirms a higher intelligence can lead to a wrong solution.

Intelligence and Special Problems


  1. Great Article… I love to read your articles because your writing style is too good, its is very very helpful for all of us and I never get bored while reading your article because, they are becomes a more and more interesting from the starting lines until the end.

    Informatica Training in Chennai

  2. Great Article… I love to read your articles because your writing style is too good, its is very very helpful for all of us and I never get bored while reading your article because, they are becomes a more and more interesting from the starting lines until the end.

    Fresher Jobs in Chennai
    Fresher Jobs in Delhi
    Fresher Jobs in Bangalore
    Fresher Jobs in Kolkata

  3. Wonderful bloggers like yourself who would positively reply encouraged me to be more open and engaging in commenting.So know it's helpful.

    Digital Marketing Company in Chennai