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Charles Edward Spearman, FRS (10 September 1863 – 17 September 1945) was an English psychologist known for work in
statistics Statistics (from German language, German: ', "description of a State (polity), state, a country") is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of data. In applying statistics to a s ...
, as a pioneer of
factor analysis Factor analysis is a statistical method used to describe variability among observed, correlated variables in terms of a potentially lower number of unobserved variables called factors. For example, it is possible that variations in six observe ...
, and for
Spearman's rank correlation coefficient In statistics, Spearman's rank correlation coefficient or Spearman's ''ρ'' is a number ranging from -1 to 1 that indicates how strongly two sets of ranks are correlated. It could be used in a situation where one only has ranked data, such as a ...
. He also did seminal work on models for
human intelligence Human intelligence is the Intellect, intellectual capability of humans, which is marked by complex Cognition, cognitive feats and high levels of motivation and self-awareness. Using their intelligence, humans are able to learning, learn, Concept ...
, including his theory that disparate
cognitive test Cognitive tests are assessments of the cognitive capabilities of humans and other animals. Tests administered to humans include various forms of IQ tests; those administered to animals include the mirror test (a test of visual self-awareness) and ...
scores reflect a single
general intelligence factor The ''g'' factor is a construct developed in psychometric investigations of cognitive abilities and human intelligence. It is a variable that summarizes positive correlations among different cognitive tasks, reflecting the assertion that an ind ...
and coining the term ''g'' factor.


Biography

Spearman had an unusual background for a psychologist. In his childhood he was ambitious to follow an academic career. But first he joined the
army An army, ground force or land force is an armed force that fights primarily on land. In the broadest sense, it is the land-based military branch, service branch or armed service of a nation or country. It may also include aviation assets by ...
as a regular officer of engineers in August 1883, and was promoted to
captain Captain is a title, an appellative for the commanding officer of a military unit; the supreme leader or highest rank officer of a navy ship, merchant ship, aeroplane, spacecraft, or other vessel; or the commander of a port, fire or police depa ...
on 8 July 1893, serving in the
Munster Fusiliers The Royal Munster Fusiliers was a line infantry regiment of the British Army from 1881 to 1922. It traced its origins to the East India Company's Bengal European Regiment raised in 1652, which later became the 101st Regiment of Foot (Royal Beng ...
. After 15 years he resigned in 1897 to study for a PhD in experimental psychology. In Britain, psychology was generally seen as a branch of
philosophy Philosophy ('love of wisdom' in Ancient Greek) is a systematic study of general and fundamental questions concerning topics like existence, reason, knowledge, Value (ethics and social sciences), value, mind, and language. It is a rational an ...
and Spearman chose to study in
Leipzig Leipzig (, ; ; Upper Saxon: ; ) is the most populous city in the States of Germany, German state of Saxony. The city has a population of 628,718 inhabitants as of 2023. It is the List of cities in Germany by population, eighth-largest city in Ge ...
under
Wilhelm Wundt Wilhelm Maximilian Wundt (; ; 16 August 1832 – 31 August 1920) was a German physiologist, philosopher, and professor, one of the fathers of modern psychology. Wundt, who distinguished psychology as a science from philosophy and biology, was t ...
, because it was a centre of the "new psychology"—one that used the scientific method instead of metaphysical speculation. As Wundt was often absent due to his multiple duties and popularity, Spearman largely worked with
Felix Krueger Felix Krueger (or Krüger) (10 August 1874 in Posen – 25 February 1948 in Basel) was a German psychologist and philosopher. He was a student of Wilhelm Wundt (who is regarded as the father of psychology). From 1912 to 1913, Krueger was an excha ...
and
Wilhelm Wirth Wilhelm Wirth (26 July 1876, Wunsiedel - 13 July 1952, Amberg) was a German psychologist. He was taught by Wilhelm Wundt Wilhelm Maximilian Wundt (; ; 16 August 1832 – 31 August 1920) was a German physiologist, philosopher, and professor, o ...
, both of whom he admired. He started in 1897, and after some interruption (he was recalled to the army during the
Second Boer War The Second Boer War (, , 11 October 189931 May 1902), also known as the Boer War, Transvaal War, Anglo–Boer War, or South African War, was a conflict fought between the British Empire and the two Boer republics (the South African Republic and ...
, and served as a Deputy Assistant Adjutant General from February 1900) he obtained his degree in 1906. He had already published his seminal paper on the factor analysis of intelligence (1904). Spearman met and impressed the psychologist William McDougall who arranged for Spearman to replace him when he left his position at
University College London University College London (Trade name, branded as UCL) is a Public university, public research university in London, England. It is a Member institutions of the University of London, member institution of the Federal university, federal Uni ...
. Spearman stayed at University College until he retired in 1931. Initially he was Reader and head of the small psychological laboratory. In 1911 he was promoted to the Grote professorship of the Philosophy of Mind and Logic. His title changed to Professor of Psychology in 1928 when a separate Department of Psychology was created. When Spearman was elected to the
Royal Society The Royal Society, formally The Royal Society of London for Improving Natural Knowledge, is a learned society and the United Kingdom's national academy of sciences. The society fulfils a number of roles: promoting science and its benefits, re ...
in 1924 the citation read: Chief amongst these achievements was the discovery of the general factor in human intelligence, and his subsequent development of a theory of "g" and synthesis of empirical work on ability. Spearman was strongly influenced by the work of
Francis Galton Sir Francis Galton (; 16 February 1822 – 17 January 1911) was an English polymath and the originator of eugenics during the Victorian era; his ideas later became the basis of behavioural genetics. Galton produced over 340 papers and b ...
. Galton did pioneering work in psychology and developed
correlation In statistics, correlation or dependence is any statistical relationship, whether causal or not, between two random variables or bivariate data. Although in the broadest sense, "correlation" may indicate any type of association, in statistics ...
, the main statistical tool used by Spearman. In statistics, Spearman developed
rank correlation In statistics, a rank correlation is any of several statistics that measure an ordinal association — the relationship between rankings of different ordinal data, ordinal variables or different rankings of the same variable, where a "ranking" is t ...
(1904), a non-parametric version of the conventional
Pearson correlation In statistics, the Pearson correlation coefficient (PCC) is a correlation coefficient that measures linear correlation between two sets of data. It is the ratio between the covariance of two variables and the product of their standard deviation ...
, as well as both the widely used correction for attenuation (1907), and ''the earliest version of a 'factor analysis (Lovie & Lovie, 1996, p. 81). His statistical work was not appreciated by his University College colleague
Karl Pearson Karl Pearson (; born Carl Pearson; 27 March 1857 – 27 April 1936) was an English biostatistician and mathematician. He has been credited with establishing the discipline of mathematical statistics. He founded the world's first university ...
and there was a long feud between them. Although Spearman achieved most recognition in his day for his statistical work, he regarded this work as subordinate to his quest for the fundamental laws of psychology, and he is now similarly renowned for both. Charles Spearman always insisted that his work be applied in
psychiatry Psychiatry is the medical specialty devoted to the diagnosis, treatment, and prevention of deleterious mental disorder, mental conditions. These include matters related to cognition, perceptions, Mood (psychology), mood, emotion, and behavior. ...
and urged so in his Maudsley lecture to the Royal Medico-Psychological Association. While some work has been made on these lines by pupils and associates of his, the development of factor analysis as a tool of psychiatry followed a different path than he had intended. Regardless, his indirect contributions towards psychiatry were considerable. Spearman's life both began and ended in the city of London. He had three daughters, and a son who died in 1941 in Crete.


Theory of intelligence

A record of Spearman's views on ''g'' (and also those of
Godfrey Thomson Sir Godfrey Hilton Thomson FRSE DCL (27 March 1881 – 9 February 1955) was an English educational psychologist known as a critical pioneer in intelligence research. The Godfrey Thomson Unit for Research at Moray College in Edinburgh is name ...
and
Edward Thorndike Edward Lee Thorndike ( – ) was an American psychologist who spent nearly his entire career at Teachers College, Columbia University. His work on comparative psychology and the learning process led to his " theory of connectionism" and helped ...
) was made in the course of the Carnegie-sponsored International Examinations Inquiry Meetings. Here, Spearman gives a compact summary of his findings and theory of ''g'':There was also another co-factor as proposed by Spearman that was special intelligence. The special intelligence was for individuals who accomplished high success results in the same tests. However, later Spearman introduced group factor that was particular to those correlations that were not a result of factor g or s. His ideas were in 1938 criticized on paper by psychologist Louis L. Thurstone who argued his own experiments showed that intelligence formed seven primary categories: numerical, reasoning, spatial, perceptual, memory, verbal fluency and verbal comprehension. Thurstone ultimately agreed with Spearman that there was a general factor among ability measures. Subsequently, Raymond Cattell supported a version of the general ability concept theorized by Spearman but highlighted two forms of ability, distinguished by their noegenetic properties:
fluid and crystallized intelligence The concepts of fluid intelligence (''g''f) and crystallized intelligence (''g''c) were introduced in 1943 by the psychologist Raymond Cattell. According to Cattell's psychometrically-based theory, general intelligence (''g'') is subdivided into ...
. As time progressed, Spearman increasingly argued that ''g'' was not, from a psychological point of view, a single ability but composed of two very different abilities which normally worked closely together. These he called "eductive" ability and "reproductive" ability. The former term comes from the Latin root "educere" – which means to "draw out" and thus refers to the ability to make meaning out of confusion. He claimed that to understand these different abilities "in their trenchant contrast, their ubiquitous cooperation, and their genetic interlinkage" would, for the study of "individual differences – and even cognition itself" – be "the very beginning of wisdom." Despite Spearman arguing that ''g'' was what emerged from a large battery of tests, i.e., that it was not measured perfectly by any single test, the fact that g-theory suggested that much of ability could be captured in a single factor, and his suggestion that "the eduction of relations and correlates" underlay this general factor led to the quest for tests of this general ability.
Raven's Progressive Matrices Raven's Progressive Matrices (often referred to simply as Raven's Matrices) or RPM is a non-verbal test typically used to measure general human intelligence and abstract reasoning and is regarded as a non-verbal estimate of fluid intelligence. I ...
might be regarded as one of these although Raven himself clearly stated that his tests should not be regarded as "intelligence" tests. While arguing consistently that g accounted for much of individual differences in "ability" (as measured by tests which had "no place in schools"), Spearman also acknowledged that "Every normal man, woman, and child is … a genius at something … It remains to discover at what …" He thought that detecting these areas of genius required procedures very different from "any of the testing procedures at present in current usage", though he felt these to be capable of "vast improvement". Spearman felt that though ''g'' could be detected in any sufficiently-broad set of cognitive measures, he felt that the tests from which his ''g'' had emerged "had no place in schools" because they "deflected" teachers', pupils', parents' and politicians' attention from the business of education which, as the Latin root of the word implies, should be concerned with "drawing out" whatever talents a student may have. He presented a digest of his views in the entry "Abilities, general and special" in the 14th edition of the ''
Encyclopaedia Britannica An encyclopedia is a reference work or compendium providing summaries of knowledge, either general or special, in a particular field or discipline. Encyclopedias are divided into article (publishing), articles or entries that are arranged Alp ...
''. Spearman's model was influential, but was also critiqued by others, such as
Godfrey Thomson Sir Godfrey Hilton Thomson FRSE DCL (27 March 1881 – 9 February 1955) was an English educational psychologist known as a critical pioneer in intelligence research. The Godfrey Thomson Unit for Research at Moray College in Edinburgh is name ...
.Williams, R. H., Zimmerman, D. W., Zumbo, B. D. & Ross, D. (2003). Charles Spearman: British Behavioral Scientist. Human Nature Review. 3: 114–118
In particular the move from a psychological g to a biological g – that is a unitary biological mechanism or mechanisms has remained a matter of active research. Nonetheless, Thomson's disagreements with Spearman had more to do with methodology and epistemology than data or interpretations thereof. It was Thomson who authored Spearman's biographical memoir for the Royal Society.


Factor analysis

Factor analysis Factor analysis is a statistical method used to describe variability among observed, correlated variables in terms of a potentially lower number of unobserved variables called factors. For example, it is possible that variations in six observe ...
is a statistical test that is used to find relationships between multiple correlated measures and Spearman played a clear part in its development. Spearman coined the term factor analysis and used it extensively in analyzing multiple measures of cognitive performance. It was factor analytic data which led Spearman to postulate his original general and specific factor models of ability.Spearman, C. (1950). ''Human Ability'', Macmillan, London. Spearman applied mathematical procedures to psychological phenomena and moulded the outcome of his analysis into a theory – which has greatly influenced modern psychology. Factor analysis and its modern relations
confirmatory factor analysis In statistics, confirmatory factor analysis (CFA) is a special form of factor analysis, most commonly used in social science research.Kline, R. B. (2010). ''Principles and practice of structural equation modeling (3rd ed.).'' New York, New York: Gu ...
and
structural equation modelling Structural equation modeling (SEM) is a diverse set of methods used by scientists for both observational and experimental research. SEM is used mostly in the social and behavioral science fields, but it is also used in epidemiology, business, ...
underlie much of modern behaviour research.


References


Further reading

* * * * *
Charles Spearman at Human Intelligence
*


External links


Charles Spearman
on th

page. *John Raven
Spearman on Intelligence
14 May 2011 *Charles Spearman, 192
The abilities of man : their nature and measurement
{{DEFAULTSORT:Spearman, Charles 1863 births 1945 deaths Academics of University College London Differential psychologists Mathematical psychologists Educational psychologists English psychologists English statisticians Fellows of the Royal Society Foreign associates of the National Academy of Sciences Intelligence researchers Presidents of the British Psychological Society People involved in race and intelligence controversies Quantitative psychologists