Intelligence Paper

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    INTELLIGENCE

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    1.1 Introduction

    Intelligence including the abilities for abstract thought, understanding, communication,

    reasoning, learning, retaining, planning, and problem solving. Intelligence is most widely studied

    in humans, but has also been observed in animals and plants. Artificial intelligence is theintelligence of machines or the simulation of intelligence in machines.

    1.2 History

    Intelligence derives from the Latin verb intelligere which derives from inter-legere meaning to

    "pick out" or discern. A form of this verb, intellectus, became the medieval technical term for

    understanding, and a translation for the Greek philosophical term nous. This term was however

    strongly linked to the metaphysical and cosmological theories of teleological scholasticism,

    including theories of the immortality of the soul, and the concept of the Active Intellect (also

    known as the Active Intelligence). This entire approach to the study of nature was strongly

    rejected by the early modern philosophers such as Francis Bacon, Thomas Hobbes, John Locke,

    and David Hume, all of whom preferred the word "understanding" in their English philosophical

    works. Hobbes for example, in his Latin De Corpore, used "intellectus intelligit" (translated in

    the English version as "the understanding understandeth") as a typical example of a logical

    absurdity. The term "intelligence" has therefore become less common in English language

    philosophy, but it has later been taken up (without the scholastic theories which it once implied)

    in more contemporary psychology.

    1.3 Definition

    1. A very general mental capability that, among other things, involves the ability to reason,plan, solve problems, think abstractly, comprehend complex ideas, learn quickly and

    learn from experience. It is not merely book learning, a narrow academic skill, or test-

    taking smarts. Rather, it reflects a broader and deeper capability for comprehending our

    surroundings"catching on," "making sense" of things, or "figuring out" what to do.

    2. The aggregate or global capacity of the individual to act purposefully, to think rationally,and to deal effectively with his environment.

    3. The unique propensity of human beings to change or modify the structure of theircognitive functioning to adapt to the changing demands of a life situation.

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    2.0 Human intelligence

    Human intelligence is the collection of Abstract thought,

    Communication, Creativity, Emotional Intelligence,

    Knowledge, Learning, Memory, Problem solving, Reactiontime, Reasoning, Understanding, Visual processing.

    2.1 Theories and Models

    There are many different theories that explained the different

    aspects of human intelligence in one or another way. Cattell

    HornCarroll theory, Fluid and crystallized intelligence,

    General intelligence factor, Intelligence quotient, Theory of

    multiple intelligences, Triarchic theory of intelligence, PASS

    theory of intelligence.

    2.1.1 Catell Horn Carroll Thoery

    Recent advances in current theory and research on the structure of human cognitive abilities have

    resulted in a new empirically derived model commonly referred to as the CattellHornCarroll

    theory of cognitive abilities (CHC theory). CHC theory of cognitive abilities is an amalgamation

    of two similar theories about the content and structure of human cognitive abilities. The first of

    these two theories is Gf-Gc theory (Raymond Cattell, 1941; Horn 1965), and the second is John

    Bissell Carroll's (1993) Three-Stratum theory. Carroll's expansion of Gf-Gc theory to CHC

    theory was developed in the course of a major survey of research over the past 60 or 70 years on

    the nature, identification, and structure of human cognitive abilities. That research involved theuse of the mathematical technique known as factor analysis. In comparison to other well-known

    theories of intelligence and cognitive abilities, CHC theory is the most comprehensive and

    empirically supported psychometric theory of the structure of cognitive and academic abilities.

    The CHC model was expanded by McGrew (1997), later revised with the help of Flanagan

    (1998), and extended again by McGrew (2011). There are a fairly large number of distinct

    individual differences in cognitive ability, and CHC theory holds that the relationships among

    them can be derived by classifying them into three different strata: stratum I, "narrow" abilities;

    stratum II, "broad abilities"; and stratum III, consisting of a single "general" ability.

    2.1.2 Fluid And Crystallized Intelligence

    Fluid intelligence or fluid reasoning is the capacity to think logically and solve problems in novel

    situations, independent of acquired knowledge. It is the ability to analyze novel problems,

    identify patterns and relationships that underpin these problems and the extrapolation of these

    using logic. It is necessary for all logical problem solving, especially scientific, mathematical and

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    technical problem solving. Fluid reasoning includes inductive reasoning and deductive

    reasoning.

    Crystallized intelligence is the ability to use skills, knowledge, and experience. It should not be

    equated with memory or knowledge, but it does rely on accessing information from long-termmemory.

    2.1.3 General Intelligence Factor

    The g factor, where g stands for general intelligence, is a statistic used in psychometrics to model

    the mental ability underlying results of various tests of cognitive ability. Developed in 1904 by

    psychologist Charles Spearman to account for imperfect correlations in IQ tests, this model is

    considered the first theory of intelligence.

    Spearman observed that schoolchildren's grades across seemingly unrelated subjects were

    positively correlated, and reasoned that these correlations reflected the influence of a dominantfactor, which he termed "general intelligence." He developed a model in which variations in

    intelligence test scores are explained by two kinds of factors: first, variables specific to each

    individual mental task: the individual abilities that would make a person more skilled at a

    specific cognitive task; and second a variable g that accounts for the positive correlations across

    tests, representing general ability.

    2.1.4 Intelligence Quotient (IQ)

    An intelligence quotient, or IQ, is a score derived from one of

    several different standardized tests designed to assess

    intelligence. When modern IQ tests are constructed, the mean

    score within an age group is set to 100 and the standard deviation

    to 15. Today almost all IQ tests adhere to the assignment of 15

    IQ points to each standard deviation, but this has not been the

    case historically. Approximately 95% of the population has

    scores within two SDs of the mean, i.e., an IQ between 70 and

    130.

    2.1.5 Theory of Multiple Intelligence

    The theory of multiple intelligences was proposed by Howard Gardner in 1983 as a model ofintelligence that differentiates intelligence into various specific modalities, rather than seeing it

    as dominated by a single general ability.

    Gardner argues that there is a wide range of cognitive abilities, and that there are only very weak

    correlations between these. For example, the theory predicts that a child who learns to multiply

    easily is not necessarily generally more intelligent than a child who has more difficulty on this

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    task. The child who takes more time to master simple multiplication may best learn to multiply

    through a different approach, may excel in a field outside of mathematics, or may even be

    looking at and understanding the multiplication process at a fundamentally deeper level, or

    perhaps as an entirely different process. Such a fundamentally deeper understanding can result in

    what looks like slowness and can hide a mathematical intelligence potentially higher than that ofa child who quickly memorizes the multiplication table despite a less detailed understanding of

    the process of multiplication.

    2.1.6 Triarchic Theory of Intelligence

    The triarchic theory of intelligence was formulated by Robert J. Sternberg, a prominent figure in

    the research of human intelligence. The theory by itself was groundbreaking in that it was among

    the first to go against the psychometric approach to intelligence and take a more cognitive

    approach.

    Sternbergs definition of human intelligence is mental activity directed toward purposive

    adaptation to, selection and shaping of, real-world environments relevant to ones life which

    means that intelligence is how well an individual deals with environmental changes throughout

    their lifespan. Sternbergs theory comprises three parts: componential, experiential, and practical.

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    2.1.7 Pass Theory

    The Planning, Attention-Arousal, Simultaneous and Successive (PASS) theory of intelligence,

    first proposed in 1975 ( Das, Kirby, and Jarman,1975) and later elaborated by Das, Naglieri &

    Kirby(1994) and Das, Kar & Parrila, (1996) challenges g-theory on the grounds that the brain ismade up of interdependent, but separate, functional systems. Neuroimaging studies and clinical

    studies of individuals with brain lesions make it clear that the brain is modularized; for example,

    damage to a very specific area of the left temporal lobe will impair the production (but not the

    comprehension) of spoken and written language. Damage to an adjacent area will have the

    opposite impact, preserving the individuals ability to produce, but not understand speech and

    text.

    3.0 Fields of Study

    There are different fields of study in intelligence in which research and developments are being

    in progress. It includes Cognitive epidemiology, Evolution of human intelligence,

    Psychometrics, Heritability of IQ, Impact of health on intelligence.

    3.1 Cognitive Epidemiology

    Cognitive epidemiology is a field of research that examines the associations between intelligence

    test scores (IQ scores) and health, more specifically morbidity (mental and physical) and

    mortality. Typically, test scores are obtained at an early age, and compared to later morbidity and

    mortality. In addition to exploring and establishing these associations, cognitive epidemiology

    seeks to understand causal relationships between intelligence and health outcomes. Researchers

    in the field argue that intelligence measured at an early age is an important predictor of laterhealth and mortality differences.

    3.2 Evolution of Human Intelligence

    The evolution of human intelligence refers to a set of theories that attempt to explain how human

    intelligence has evolved. These theories are closely tied to the evolution of the human brain and

    to the emergence of human language.

    The timeline of human evolution spans approximately 7 million years, from the separation of the

    Pan genus until the emergence of behavioral modernity by 50,000 years ago. The first 3 million

    years of this timeline concern Sahelanthropus, the following 2 million concern Australopithecus

    and the final 2 million span the history of actual human species (the Paleolithic).

    Many traits of human intelligence, such as empathy, theory of mind, mourning, ritual, and the

    use of symbols and tools, are already apparent in great apes although in lesser sophistication than

    in humans.

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    4.0 Factors Related to Intelligence

    There are many factors related to intelligence some are listed below.

    Environment and intelligence

    Neuroscience and intelligence

    Race and intelligence

    4.1 Environment and Intelligence

    Environment and intelligence research investigates the

    impact of environment on intelligence. This is one of the

    most important factors in understanding human group

    differences in IQ test scores and other measures of cognitive

    ability. Historically, there has been great interest in the field

    of intelligence research to determine environmentalinfluences on the development of cognitive functioning, in

    particular, fluid intelligence, as defined by its stabilization at

    16 years of age.4.2 Neuroscience and Intelligence

    Neuroscience and intelligence concerns the various

    neurological factors that may be responsible for the

    variation of intelligence within a species or between

    different species. Much of the work in this field isconcerned with the variation in human intelligence, but

    other intelligent species such as the non-human

    primates and cetaceans are also of interest. The basic

    mechanisms by which the brain produces complex

    phenomena such as consciousness and intelligence are

    still poorly understood.4.3 Race and Intelligence

    Race is a classification system used to categorize humans into large and distinct populations or

    groups by heritable phenotypic characteristics, geographic ancestry, physical appearance, and

    ethnicity. In the early twentieth century the term was often used, in its taxonomic sense, to

    denote genetically diverse human populations whose members possessed similar phenotypes.

    This sense of "race" is still used within forensic anthropology (when analyzing skeletal remains),

    biomedical research, and race-based medicine. In addition, law enforcement utilizes race in

    profiling suspects and to reconstruct the faces of unidentified remains. Because in many

    societies, racial groupings correspond closely with patterns of social stratification, for social

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    scientists studying social inequality, race can be a significant variable. As sociological factors,

    racial categories may in part reflect subjective attributions, self-identities, and social institutions.

    Accordingly, the racial paradigms employed in different disciplines vary in their emphasis on

    biological reduction as contrasted with societal construction.

    5.0 Types of Intelligence

    There are nine types of intelligence as explained by Howard Gardner.

    5.1 Naturalist Intelligence (Nature Smart)

    Designates the human ability to discriminate among living things (plants, animals) as well as

    sensitivity to other features of the natural world (clouds, rock configurations). This ability was

    clearly of value in our evolutionary past as hunters, gatherers, and farmers; it continues to be

    central in such roles as botanist or chef. It is also speculated that much of our consumer society

    exploits the naturalist intelligences, which can be mobilized in the discrimination among cars,

    sneakers, kinds of makeup, and the like.

    5.2 Musical Intelligence (Musical Smart)

    Musical intelligence is the capacity to discern pitch, rhythm, timbre, and tone. This intelligence

    enables us to recognize, create, reproduce, and reflect on music, as demonstrated by composers,

    conductors, musicians, vocalist, and sensitive listeners. Interestingly, there is often an affective

    connection between music and the emotions; and mathematical and musical intelligences may

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    share common thinking processes. Young adults with this kind of intelligence are usually

    singing or drumming to themselves. They are usually quite aware of sounds others may miss.

    5.3 Logical-Mathematical Intelligence (Number/Reasoning Smart)

    Logical-mathematical intelligence is the ability to

    calculate, quantify, consider propositions and

    hypotheses, and carry out complete mathematical

    operations. It enables us to perceive relationships and

    connections and to use abstract, symbolic thought;

    sequential reasoning skills; and inductive and deductive

    thinking patterns. Logical intelligence is usually well

    developed in mathematicians, scientists, and detectives.

    Young adults with lots of logical intelligence are

    interested in patterns, categories, and relationships. They

    are drawn to arithmetic problems, strategy games and

    experiments.

    5.4 Existential Intelligence

    Sensitivity and capacity to tackle deep questions about human existence, such as the meaning of

    life, why do we die, and how did we get here.

    5.5 Interpersonal Intelligence (People Smart)

    Interpersonal intelligence is the ability to understand and interact effectively with others. It

    involves effective verbal and nonverbal communication, the ability to note distinctions among

    others, sensitivity to the moods and temperaments of others, and the ability to entertain multiple

    perspectives. Teachers, social workers, actors, and politicians all exhibit interpersonal

    intelligence. Young adults with this kind of intelligence are leaders among their peers, are good

    at communicating, and seem to understand others feelings and motives.

    5.6 Bodily-Kinesthetic Intelligence (Body Smart)

    Bodily kinesthetic intelligence is the capacity to manipulate objects and use a variety of physicalskills. This intelligence also involves a sense of timing and the perfection of skills through

    mindbody union. Athletes, dancers, surgeons, and craftspeople exhibit well-developed bodily

    kinesthetic intelligence.

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    5.7 Linguistic Intelligence (Word Smart)Linguistic intelligence is the ability to think in words and to use language to express and

    appreciate complex meanings. Linguistic intelligence allows us to understand the order and

    meaning of words and to apply meta-linguistic skills to reflect on our use of language.Linguistic intelligence is the most widely shared human competence and is evident in poets,

    novelists, journalists, and effective public speakers. Young adults with this kind of intelligence

    enjoy writing, reading, telling stories or doing crossword puzzles.

    5.8 Intra-personal Intelligence (Self Smart)

    Intra-personal intelligence is the capacity to

    understand oneself and ones thoughts and

    feelings, and to use such knowledge in planning

    and directioning ones life. Intra-personal

    intelligence involves not only an appreciation of

    the self, but also of the human condition. It is

    evident in psychologist, spiritual leaders, and

    philosophers. These young adults may be shy.

    They are very aware of their own feelings and are

    self-motivated.

    5.9 Spatial Intelligence (Picture Smart)

    Spatial intelligence is the ability to think in three dimensions. Core capacities include mental

    imagery, spatial reasoning, image manipulation, graphic and artistic skills, and an activeimagination. Sailors, pilots, sculptors, painters, and architects all exhibit spatial intelligence.

    Young adults with this kind of intelligence may be fascinated with mazes or jigsaw puzzles, or

    spend free time drawing or daydreaming.

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    EMOTIONAL INTELLIGENCE

    6.1 Introduction

    Emotional intelligence (EI) is the ability to identify, assess, and

    control the emotions of oneself, of others, and of groups.

    Various models and definitions have been proposed of which

    the ability and trait EI models are the most widely accepted in

    the scientific literature. Criticisms have centered on whether the

    construct is a real intelligence and whether it has incremental

    validity over IQ and the Big Five personality dimensions.6.2 History

    The earliest roots of emotional intelligence can be traced to Darwin's work on the importance of

    emotional expression for survival and, second, adaptation. In the 1900s, even though traditional

    definitions of intelligence emphasized cognitive aspects such as memory and problem-solving,

    several influential researchers in the intelligence field of study had begun to recognize the

    importance of the non-cognitive aspects. For instance, as early as 1920, E.L. Thorndike used the

    term social intelligence to describe the skill of understanding and managing other people.

    6.3 Definitions

    1. Emotional intelligence (EI) refers to theability to perceive, control and evaluateemotions.

    2. Emotional intelligence refers to the capacityto recognizing our own feelings and those of

    others, for motivating ourselves and for

    managing emotions well in ourselves and our

    relationship.

    3. Emotional intelligence is the innate potentialto feel, use, communicate, recognize,

    remember, describe, identify, learn from,

    manage, understand and explain emotions.

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    7.0 Four Branches of Emotional Intelligence

    Salovey and Mayer proposed a model that identified four different factors of emotional

    intelligence:

    The perception of emotions.

    The ability reason using emotions.

    The ability to understand emotions.

    The ability to manage emotions.

    7.1 The Perception of Emotions

    The first step in understanding emotions is to accurately perceive them. In many cases, this

    might involve understanding nonverbal signals such as body language and facial expressions.

    7.2 Reasoning With Emotions

    The next step involves using emotions to promote thinking and cognitive activity. Emotions help

    prioritize what we pay attention and react to; we respond emotionally to things that garner our

    attention.

    7.3 Understanding Emotions

    The emotions that we perceive can carry a wide variety of

    meanings. If someone is expressing angry emotions, theobserver must interpret the cause of their anger and what it

    might mean. For example, if your boss is acting angry, it

    might mean that he is dissatisfied with your work; or it

    could be because he got a speeding ticket on his way to

    work that morning or that he's been fighting with his wife. 7.4 Managing Emotions

    The ability to manage emotions effectively is a key part of

    emotional intelligence. Regulating emotions, responding

    appropriately and responding to the emotions of others are

    all important aspect of emotional management.

    According to Salovey and Mayer, the four branches of

    their model are, "arranged from more basic psychological

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    processes to higher, more psychologically integrated processes. For example, the lowest level

    branch concerns the relatively simple abilities of perceiving and expressing emotion. In contrast,

    the highest level branch concerns the conscious, reflective regulation of emotion"

    8 .0 Measuring Emotional Intelligence

    "In regard to measuring emotional intelligenceI am a great believer that criterion-report that is,

    ability testing is the only adequate method to employ. Intelligence is an ability, and is directly

    measured only by having people answer questions and evaluating the correctness of those

    answers." --John D. Mayer

    8.1 Reuven BAR- ONs EQ-i

    A self-report test designed to measure competencies including awareness, stress tolerance,

    problem solving, and happiness. According to Bar-On, Emotional intelligence is an array of

    noncognitive capabilities, competencies, and skills that influence ones ability to succeed incoping with environmental demands and pressures.

    8.2 Multifactor Emotional Intelligence Scale (MEIS)

    An ability-based test in which test-takers perform tasks

    designed to assess their ability to perceive, identify,

    understand, and utilize emotions.

    8.3 Seligman Attribution Style Questionnaire (SASQ)

    Originally designed as a screening test for the lifeinsurance company Metropolitan Life, the SASQ

    measures optimism and pessimism.

    8.4 Emotional Competence Inventory (ECI)

    Based on an older instrument known as the Self-Assessment Questionnaire, the ECI involves

    having people who know the individual offer ratings of that persons abilities on a number o f

    different emotional competencies.

    9 .0 Future of Emotional Intelligence

    Peter Salovey: I think in the coming decade we will see well-conducted research demonstrating

    that emotional skills and competencies predict positive outcomes at home with ones family, in

    school, and at work. The real challenge is to show that emotional intelligence matters over-and-

    above psychological constructs that have been measured for decades like personality and IQ. I

    believe that emotional intelligence holds this promise."

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    10.0 Importance of Emotional Intelligence

    John Gottman: "In the last decade or so, science has discovered a tremendous amount

    about the role emotions play in our lives. Researchers have found that even more than IQ,

    your emotional awareness and abilities to handle feelings will determine your success andhappiness in all walks of life, including family relationships."

    McCown et al: "Experiencing one's self in a conscious manner--that is, gaining self-

    knowledge--is an integral part of learning."

    Salovey, Mayer, Goldman, Turvey, and Palfai: "People in good moods are better at

    inductive reasoning and creative problem solving."

    John D. Mayer: "An emotion occurs when there are certain biological, certain

    experiential, and certain cognitive states which all occur simultaneously."

    Mayer & Salovey: "People high in emotional intelligence are expected to progress more

    quickly through the abilities designated and to master more of them."