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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: ''wikt:Statistik#German, Statistik'', "description of a State (polity), state, a country") is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of ...
, 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 observed ...
, and for
Spearman's rank correlation coefficient In statistics, Spearman's rank correlation coefficient or Spearman's ''ρ'', named after Charles Spearman and often denoted by the Greek letter \rho (rho) or as r_s, is a nonparametric measure of rank correlation ( statistical dependence between ...
. He also did seminal work on models for
human intelligence Human intelligence is the intellectual capability of humans, which is marked by complex cognitive feats and high levels of motivation and self-awareness. High intelligence is associated with better outcomes in life. Through intelligence, humans ...
, 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 t ...
scores reflect a single
General intelligence factor The ''g'' factor (also known as general intelligence, general mental ability or general intelligence factor) is a construct developed in psychometric investigations of cognitive abilities and human intelligence. It is a variable that summarizes ...
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. He first joined the
army An army (from Old French ''armee'', itself derived from the Latin verb ''armāre'', meaning "to arm", and related to the Latin noun ''arma'', meaning "arms" or "weapons"), ground force or land force is a fighting force that fights primarily on ...
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 of a navy ship, merchant ship, aeroplane, spacecraft, or other vessel; or the commander of a port, fire or police department, election precinct, e ...
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 Ben ...
. 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 (from , ) is the systematized study of general and fundamental questions, such as those about existence, reason, knowledge, values, mind, and language. Such questions are often posed as problems to be studied or resolved. Some ...
and Spearman chose to study in
Leipzig Leipzig ( , ; Upper Saxon: ) is the most populous city in the German state of Saxony. Leipzig's population of 605,407 inhabitants (1.1 million in the larger urban zone) as of 2021 places the city as Germany's eighth most populous, as wel ...
under
Wilhelm Wundt Wilhelm Maximilian Wundt (; ; 16 August 1832 – 31 August 1920) was a German physiologist, philosopher, and professor, known today as one of the fathers of modern psychology. Wundt, who distinguished psychology as a science from philosophy and ...
, because it was a center 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 - 1913 Krueger was an excha ...
and
Wilhelm Wirth Wilhelm Wirth (26 July 1876, Wunsiedel (; Northern Bavarian: ''Wåuṉsieḏl'' or ''Wousigl'') is the seat of the Upper Franconian district of in northeast Bavaria, Germany. The town is the birthplace of poet Jean Paul. It also became know ...
, 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 ( af, Tweede Vryheidsoorlog, , 11 October 189931 May 1902), also known as the Boer War, the Anglo–Boer War, or the South African War, was a conflict fought between the British Empire and the two Boer Republics (the Sout ...
, and served as a
Deputy Assistant Adjutant General An adjutant general is a military chief administrative officer. France In Revolutionary France, the was a senior staff officer, effectively an assistant to a general officer. It was a special position for lieutenant-colonels and colonels in staf ...
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 , mottoeng = Let all come who by merit deserve the most reward , established = , type = Public research university , endowment = £143 million (2020) , budget = ...
. Spearman stayed at University College until he retired in 1931. Initially he was
Reader A reader is a person who reads. It may also refer to: Computing and technology * Adobe Reader (now Adobe Acrobat), a PDF reader * Bible Reader for Palm, a discontinued PDA application * A card reader, for extracting data from various forms of ...
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, FRS FRAI (; 16 February 1822 – 17 January 1911), was an English Victorian era polymath: a statistician, sociologist, psychologist, anthropologist, tropical explorer, geographer, inventor, meteorologist, proto- ...
. 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 variables or different rankings of the same variable, where a "ranking" is the assignment o ...
(1904), a non-parametric version of the conventional
Pearson correlation In statistics, the Pearson correlation coefficient (PCC, pronounced ) ― also known as Pearson's ''r'', the Pearson product-moment correlation coefficient (PPMCC), the bivariate correlation, or colloquially simply as the correlation coefficient ...
, as well as both the widely used
correction for attenuation Regression dilution, also known as regression attenuation, is the biasing of the linear regression slope towards zero (the underestimation of its absolute value), caused by errors in the independent variable. Consider fitting a straight line for ...
(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 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, prevention, and treatment of mental disorders. These include various maladaptations related to mood, behaviour, cognition, and perceptions. See glossary of psychiatry. Initial psych ...
and urged so in his Maudsley lecture to the
Royal Medico-Psychological Association The Royal College of Psychiatrists is the main professional organisation of psychiatrists in the United Kingdom, and is responsible for representing psychiatrists, for psychiatric research and for providing public information about mental health ...
. 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 along with one son, who died early on 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 named in ...
and
Edward Thorndike Edward Lee Thorndike (August 31, 1874 – August 9, 1949) 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 the theory o ...
) 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 Raymond Bernard Cattell (20 March 1905 – 2 February 1998) was a British-American psychologist, known for his psychometric research into intrapersonal psychological structure.Gillis, J. (2014). ''Psychology's Secret Genius: The Lives and Works ...
(1963) also supported the general ability concept theorized by Spearman but highlighted two forms of ability, distinguished by their development in older age:
fluid and crystallized intelligence The concepts of fluid intelligence (''g''f) and crystallized intelligence (''g''c) were introduced in 1963 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 trenchent 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 (American English) or encyclopædia (British English) is a reference work or compendium providing summaries of knowledge either general or special to a particular field or discipline. Encyclopedias are divided into articles ...
''. 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 named in ...
. 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.


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 observed ...
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 molded 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 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 Race and intelligence controversy Quantitative psychologists