Edward Thorndike

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Edward Thorndike
PSM V80 D211 Edward Lee Thorndike.png
Born
Edward Lee Thorndike

(1874-08-31)August 31, 1874
DiedAugust 9, 1949(1949-08-09) (aged 74)
NationalityAmerican
EducationRoxbury Latin School
Alma materWesleyan University
Harvard University
Columbia University
OccupationPsychologist
EmployerTeachers College, Columbia University
Known forFather of Educational Psychology
Law of Effect
Behavior Modification
TitleProfessor
Spouse(s)Elizabeth Moulton (married August 29, 1900)

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 of connectionism and helped lay the scientific foundation for educational psychology. He also worked on solving industrial problems, such as employee exams and testing. He was a member of the board of the Psychological Corporation and served as president of the American Psychological Association in 1912.[1][2] A Review of General Psychology survey, published in 2002, ranked Thorndike as the ninth-most cited psychologist of the 20th century.[3] Edward Thorndike had a powerful impact on reinforcement theory and behavior analysis, providing the basic framework for empirical laws in behavior psychology with his law of effect. Through his contributions to the behavioral psychology field came his major impacts on education, where the law of effect has great influence in the classroom.

Early life[edit]

Thorndike, born in Williamsburg, Massachusetts,[4] was the son of Edward R and Abbie B Thorndike, a Methodist minister in Lowell, Massachusetts.[5] Thorndike graduated from The Roxbury Latin School (1891), in West Roxbury, Massachusetts and from Wesleyan University (B.S. 1895).[4] He earned an M.A. at Harvard University in 1897.[4] His two brothers (Lynn and Ashley) also became important scholars. The younger, Lynn, was a medievalist specializing in the history of science and magic, while the older, Ashley, was an English professor and noted authority on Shakespeare.

While at Harvard, he was interested in how animals learn (ethology), and worked with William James. Afterwards, he became interested in the animal 'man', to the study of which he then devoted his life.[6] Edward's thesis is sometimes thought of as the essential document of modern comparative psychology. Upon graduation, Thorndike returned to his initial interest, educational psychology. In 1898 he completed his PhD at Columbia University under the supervision of James McKeen Cattell, one of the founding fathers of psychometrics.

In 1899, after a year of unhappy initial employment at the College for Women of Case Western Reserve in Cleveland, Ohio, he became an instructor in psychology at Teachers College at Columbia University, where he remained for the rest of his career, studying human learning, education, and mental testing. In 1937 Thorndike became the second President of the Psychometric Society, following in the footsteps of Louis Leon Thurstone who had established the society and its journal Psychometrika the previous year.

On August 29, 1900, he wed Elizabeth Moulton. They had four children, among them Frances, who became a mathematician.[7]

During the early stages of his career, he purchased a wide tract of land on the Hudson and encouraged other researchers to settle around him. Soon a colony had formed there with him as its 'tribal' chief.[8]

Connectionism[edit]

Thorndike was a pioneer not only in behaviorism and in studying learning, but also in using animals in clinical experiments.[9] Thorndike was able to create a theory of learning based on his research with animals.[9] His doctoral dissertation, "Animal Intelligence: An Experimental Study of the Associative Processes in Animals", was the first in psychology where the subjects were nonhumans.[9] Thorndike was interested in whether animals could learn tasks through imitation or observation.[10] To test this, Thorndike created puzzle boxes. The puzzle boxes were approximately 20 inches long, 15 inches wide, and 12 inches tall.[11] Each box had a door that was pulled open by a weight attached to a string that ran over a pulley and was attached to the door.[11] The string attached to the door led to a lever or button inside the box.[11] When the animal pressed the bar or pulled the lever, the string attached to the door would cause the weight to lift and the door to open.[11] Thorndike’s puzzle boxes were arranged so that the animal would be required to perform a certain response (pulling a lever or pushing a button), while he measured the amount of time it took them to escape.[9] Once the animal had performed the desired response they were allowed to escape and were also given a reward, usually food.[9] Thorndike primarily used cats in his puzzle boxes. When the cats were put into the cages they would wander restlessly and meow, but they did not know how to escape.[12] Eventually, the cats would step on the switch on the floor by chance, and the door would open.[12] To see if the cats could learn through observation, he had them observe other animals escaping from the box.[12] He would then compare the times of those who got to observe others escaping with those who did not, and he found that there was no difference in their rate of learning.[9] Thorndike saw the same results with other animals, and he observed that there was no improvement even when he placed the animals’ paws on the correct levers, buttons, or bar.[10] These failures led him to fall back on a trial and error explanation of learning.[10] He found that after accidentally stepping on the switch once, they would press the switch faster in each succeeding trial inside the puzzle box.[10] By observing and recording the animals’ escapes and escape times, Thorndike was able to graph the times it took for the animals in each trial to escape, resulting in a learning curve.[12] The animals had difficulty escaping at first, but eventually "caught on" and escaped faster and faster with each successive puzzle box trial, until they eventually leveled off.[12] The quickened rate of escape results in the s-shape of the learning curve. The learning curve also suggested that different species learned in the same way but at different speeds.[10] From his research with puzzle boxes, Thorndike was able to create his own theory of learning. The puzzle box experiments were motivated in part by Thorndike's dislike for statements that animals made use of extraordinary faculties such as insight in their problem solving: "In the first place, most of the books do not give us a psychology, but rather a eulogy of animals. They have all been about animal intelligence, never about animal stupidity."[13]

Thorndike meant to distinguish clearly whether or not cats escaping from puzzle boxes were using insight. Thorndike's instruments in answering this question were learning curves revealed by plotting the time it took for an animal to escape the box each time it was in the box. He reasoned that if the animals were showing insight, then their time to escape would suddenly drop to a negligible period, which would also be shown in the learning curve as an abrupt drop; while animals using a more ordinary method of trial and error would show gradual curves. His finding was that cats consistently showed gradual learning.

Adult learning[edit]

Thorndike put his testing expertise to work for the United States Army during World War I. He created both the Alpha and Beta versions that led to today's ASVAB, a multiple choice test administered by the United States Military Entrance Processing Command that is used to determine qualification for enlistment in the United States armed forces. For classification purposes, soldiers were administered Alpha tests. With the realization that some soldiers could not read well enough to complete the Alpha test, the Beta test (consisting of pictures and diagrams) was administered. Such contributions anchored the field of psychology and encouraged later development of educational psychology.

Thorndike believed that "Instruction should pursue specified, socially useful goals." Thorndike believed that the ability to learn did not decline until age 35, and only then at a rate of 1 percent per year, going against the thoughts of the time that "you can't teach old dogs new tricks." It was later shown[who?] that the speed of learning, not the power of learning declined with age. Thorndike also stated the law of effect, which says behaviors that are followed by good consequences are likely to be repeated in the future.

Thorndike identified the three main areas of intellectual development. The first being abstract intelligence. This is the ability to process and understand different concepts. The second is mechanical intelligence, which is the ability to handle physical objects. Lastly there is social intelligence. This is the ability to handle human interaction[14]

  1. Learning is incremental.[9]
  2. Learning occurs automatically.[9]
  3. All animals learn the same way.[9]
  4. Law of effect- if an association is followed by a "satisfying state of affairs" it will be strengthened and if it is followed by an "annoying state of affairs " it will be weakened.
  5. Thorndike’s law of exercise has two parts; the law of use and the law of disuse.
    1. Law of use- the more often an association is used the stronger it becomes.[15]
    2. Law of disuse- the longer an association is unused the weaker it becomes.[15]
  6. Law of recency- the most recent response is most likely to reoccur.[15]
  7. Multiple response- problem solving through trial and error. An animal will try multiple responses if the first response does not lead to a specific state of affairs.[15]
  8. Set or attitude- animals are predisposed to act in a specific way.[15]
  9. Prepotency of elements- a subject can filter out irrelevant aspects of a problem and focus and respond only to significant elements of a problem.[15]
  10. Response by analogy- responses from a related or similar context may be used in a new context.[15]
  11. Identical elements theory of transfer- This theory states that the extent to which information learned in one situation will transfer to another situation is determined by the similarity between the two situations.[9] The more similar the situations are, the greater the amount of information that will transfer.[9] Similarly, if the situations have nothing in common, information learned in one situation will not be of any value in the other situation.[9]
  12. Associative shifting- it is possible to shift any response from occurring with one stimulus to occurring with another stimulus.[15] Associative shift maintains that a response is first made to situation A, then to AB, and then finally to B, thus shifting a response from one condition to another by associating it with that condition.[16]
  13. Law of readiness- a quality in responses and connections that results in readiness to act.[16] Thorndike acknowledges that responses may differ in their readiness.[16] He claims that eating has a higher degree of readiness than vomiting, that weariness detracts from the readiness to play and increases the readiness to sleep.[16] Also, Thorndike argues that a low or negative status in respect to readiness is called unreadiness.[16] Behavior and learning are influenced by the readiness or unreadiness of responses, as well as by their strength.[16]
  14. Identifiability- According to Thorndike, the identification or placement of a situation is a first response of the nervous system, which can recognize it.[16] Then connections may be made to one another or to another response, and these connections depend upon the original identification.[16] Therefore, a large amount of learning is made up of changes in the identifiability of situations.[16] Thorndike also believed that analysis might turn situations into compounds of features, such as the number of sides on a shape, to help the mind grasp and retain the situation, and increase their identifiability.[16]
  15. Availability- The ease of getting a specific response.[16] For example, it would be easier for a person to learn to touch their nose or mouth than it would be for them to draw a line 5 inches long with their eyes closed.[16]

Development of law of effect[edit]

Thorndike's research focused on instrumental learning, which means that learning is developed from the organism doing something. For example, he placed a cat inside a wooden box. The cat would use various methods while trying to get out, however nothing would work until it hit the lever. Afterwards, Thorndike tried placing the cat inside the wooden box again. This time, the cat was able to hit the lever quickly and succeeded in getting out from the box.

At first, Thorndike emphasized the importance of dissatisfaction stemming from failure as equal to the reward of satisfaction with success, though in his experiments and trials on humans he came to conclude that reward is a much more effective motivator than punishment. He also emphasized that the satisfaction must come immediately after the success, or the lesson would not sink in.[8]

Eugenic views[edit]

Thorndike was a proponent of eugenics. He argued that "selective breeding can alter man's capacity to learn, to keep sane, to cherish justice or to be happy. There is no more certain and economical a way to improve man's environment as to improve his nature."[17]

Criticism[edit]

Thorndike's law of effect and puzzle box methodology were subjected to detailed criticism by behaviorists and many other psychologists.[18] The criticisms over the law of effect mostly cover four aspects of the theory: the implied or retroactive working of the effect, the philosophical implication of the law, the identification of the effective conditions that cause learning, and the comprehensive usefulness of the law.[19]

Thorndike on education[edit]

Thorndike's Educational psychology began a trend toward behavioral psychology that sought to use empirical evidence and a scientific approach to problem solving. Thorndike was among some of the first psychologists to combine learning theory, psychometrics, and applied research for school-related subjects to form psychology of education. One of his influences on education is seen by his ideas on mass marketing of tests and textbooks at that time. Thorndike opposed the idea that learning should reflect nature, which was the main thought of developmental scientists at that time. He instead thought that schooling should improve upon nature. Unlike many other psychologist of his time, Thorndike took a statistical approach to education in his later years by collecting qualitative (quantitative?) information intended to help teachers and educators deal with practical educational problems.[20] Thorndike's theory was an association theory, as many were in that time. He believed that the association between stimulus and response was solidified by a reward or confirmation. He also thought that motivation was an important factor in learning.[21] The Law of Effect introduced the relation between reinforcers and punishers. Although Thorndike's description of the relation between reinforcers and punishers was incomplete, his work in this area would later become a catalyst in further research, such as that of B.F. Skinner.[22]

Thorndike's Law of Effect states that "responses that produce a desired effect are more likely to occur again whereas responses that produce an unpleasant effect are less likely to occur again".[23] The terms 'desired effect' and 'unpleasant effect' eventually became known as 'reinforcers' and 'punishers'.[24] Thorndike's contributions to the Behavioral Psychology Society are seen through his influences in the classroom, with a particular focus on praising and ignoring behaviors. Praise is used in the classroom to encourage and support the occurrence of a desired behavior. When used in the classroom, praise has been shown to increase correct responses and appropriate behavior.[25] Planned ignoring is used to decrease, weaken, or eliminate the occurrence of a target behavior.[25] Planned ignoring is accomplished by removing the reinforcer that is maintaining the behavior. For example, when the teacher does not pay attention to a "whining" behavior of a student, it allows the student to realize that whining will not succeed in gaining the attention of the teacher.[25]

Beliefs about the behavior of women[edit]

Unlike later behaviorists such as John Watson, who placed a very strong emphasis on the impact of environmental influences on behavior,[26] Thorndike believed that differences in the parental behavior of men and women were due to biological, rather than cultural, reasons.[27] While conceding that society could "complicate or deform" [28] what he believed were inborn differences, he believed that "if we [researchers] should keep the environment of boys and girls absolutely similar these instincts would produce sure and important differences between the mental and moral activities of boys and girls".[29] Indeed, Watson himself overtly critiqued the idea of maternal instincts in humans in a report of his observations of first-time mothers struggling to breastfeed. Watson argued that the very behaviors Thorndike referred to as resulting from a "nursing instinct" stemming from "unreasoning tendencies to pet, coddle, and 'do for' others,"[30] were performed with difficulty by new mothers and thus must have been learned, while "instinctive factors are practically nil".[31]

Thorndike's beliefs about inborn differences between the thoughts and behavior of men and women included misogynist, pseudo-scientific arguments about the role of women in society. For example, along with the "nursing instinct," Thorndike talked about the instinct of "submission to mastery," writing: "Women in general are thus by original nature submissive to men in general.".[32] That this statement was little more than his opinion, and lacked any substantiating scientific evidence, appeared to be overlooked as it validated prevailing cultural values concerning gender and neatly justified prejudice against women in academia (including entrance into doctoral programs, psychological laboratories, and scientific societies).[33]

Thorndike's word books[edit]

Thorndike composed three different word books to assist teachers with word and reading instruction. After publication of the first book in the series, The Teacher's Word Book (1921), two other books were written and published, each approximately a decade apart from its predecessor. The second book in the series, its full title being A Teacher's Word Book of the Twenty Thousand Words Found Most Frequently and Widely in General Reading for Children and Young People, was published in 1932, and the third and final book, The Teacher's Word Book of 30,000 Words, was published in 1944.

In the preface to the third book, Thorndike writes that the list contained therein "tells anyone who wishes to know whether to use a word in writing, speaking, or teaching how common the word is in standard English reading matter" (p. x), and he further advises that the list can best be employed by teachers if they allow it to guide the decisions they make choosing which words to emphasize during reading instruction. Some words require more emphasis than others, and, according to Thorndike, his list informs teachers of the most frequently occurring words that should be reinforced by instruction and thus become "a permanent part of [students’] stock of word knowledge" (p. xi). If a word is not on the list but appears in an educational text, its meaning only needs to be understood temporarily in the context in which it was found, and then summarily discarded from memory.

In Appendix A to the second book, Thorndike gives credit to his word counts and how frequencies were assigned to particular words. Selected sources extrapolated from Appendix A include:

  • Children’s Reading: Black Beauty, Little Women, Treasure Island, A Christmas Carol, The Legend of Sleepy Hollow, Youth’s Companion, school primers, first readers, second readers, and third readers
  • Standard Literature: The Bible, Shakespeare, Tennyson, Wordsworth, Cowper, Pope, and Milton
  • Common Facts and Trades: The United States Constitution and the Declaration of Independence, A New Book of Cookery, Practical Sewing and Dress Making, Garden and Farm Almanac, and mail-order catalogues

Thorndike also examined local newspapers and correspondence for common words to be included in the book.[citation needed]

Thorndike's influence[edit]

Thorndike contributed a great deal to psychology. His influence on animal psychologists, especially those who focused on behavior plasticity, greatly contributed to the future of that field.[34] In addition to helping pave the way towards behaviorism, his contribution to measurement influenced philosophy, the administration and practice of education, military administration, industrial personnel administration, civil service and many public and private social services.[11] Thorndike influenced many schools of psychology as Gestalt psychologists, psychologists studying the conditioned reflex, and behavioral psychologists all studied Thorndike’s research as a starting point.[11] Thorndike was a contemporary of John B. Watson and Ivan Pavlov. However, unlike Watson, Thorndike introduced the concept of reinforcement.[15] Thorndike was the first to apply psychological principles to the area of learning. His research led to many theories and laws of learning. His theory of learning, especially the law of effect, is most often considered to be his greatest achievement.[11] In 1929, Thorndike addressed his early theory of learning, and claimed that he had been wrong.[9] After further research, he was forced to denounce his law of exercise completely, because he found that practice alone did not strengthen an association, and that time alone did not weaken an association.[9] He also got rid of half of the law of effect, after finding that a satisfying state of affairs strengthens an association, but punishment is not effective in modifying behavior.[9] He placed a great emphasis on consequences of behavior as setting the foundation for what is and is not learned. His work represents the transition from the school of functionalism to behaviorism, and enabled psychology to focus on learning theory.[9] Thorndike’s work would eventually be a major influence to B.F. Skinner and Clark Hull. Skinner, like Thorndike, put animals in boxes and observed them to see what they were able to learn. The learning theories of Thorndike and Pavlov were later synthesized by Clark Hull.[11] His work on motivation and attitude formation directly affected studies on human nature as well as social order.[11] Thorndike’s research drove comparative psychology for fifty years, and influenced countless psychologists over that period of time, and even still today.

Accomplishments[edit]

In 1912, Thorndike was elected president for the American Psychological Association. In 1917 he was elected as a Fellow of the American Statistical Association.[35] He was admitted to the National Academy of Sciences in 1917. He was one of the very first psychologists to be admitted to the association. Thorndike is well known for his experiments on animals supporting the law of effect.[36] In 1934, Thorndike was elected president of the American Association for the Advancement of Science.[37]

Selected works[edit]

  • Educational Psychology (1903)
  • Introduction to the Theory of Mental and Social Measurements (1904)
  • The Elements of Psychology (1905)
  • Animal Intelligence (1911)
  • Edward L. Thorndike. (1999) [1913], Education Psychology: briefer course, New York: Routledge, ISBN 0-415-21011-9
  • The Teacher's Word Book (1921)
  • The Psychology of Arithmetic (1922)
  • The Measurement of Intelligence (1927)
  • Human Learning (1931)
  • A Teacher's Word Book of the Twenty Thousand Words Found Most Frequently and Widely in General Reading for Children and Young People (1932)
  • The Fundamentals of Learning (1932)
  • The Psychology of Wants, Interests, and Attitudes (1935)
  • The Teacher's Word Book of 30,000 Words (co-authored with Irving Lorge) (1944)

Articles[edit]

Miscellany[edit]

See also[edit]

Notes[edit]

  1. ^ Saettler, 2004, pp.52-56
  2. ^ Zimmerman, Barry J.; Schunk, Dale H. (2003), Educational Psychology: A Century of Contributions, Lawrence Erlbaum Associates, ISBN 0-8058-3682-9
  3. ^ Haggbloom, Steven J.; Warnick, Renee; Warnick, Jason E.; Jones, Vinessa K.; Yarbrough, Gary L.; Russell, Tenea M.; Borecky, Chris M.; McGahhey, Reagan; et al. (2002). "The 100 most eminent psychologists of the 20th century". Review of General Psychology. 6 (2): 139–152. CiteSeerX 10.1.1.586.1913. doi:10.1037/1089-2680.6.2.139.
  4. ^ a b c "Dushkin Biography". Retrieved 2008-01-26.
  5. ^ "Psychology History - Biography". Archived from the original on 2008-02-04. Retrieved 2008-01-26.
  6. ^ Thomson, Godfrey (17 September 1949). "Prof. Edward L. Thorndike (Obituary)". Nature. 164 (4168): 474. doi:10.1038/164474a0.
  7. ^ Roger Hiemstra (1998-11-01). "Syracuse University Genealogical Data - Biography". Archived from the original on 2008-02-28. Retrieved 2008-01-26.
  8. ^ a b Thomson, Godfrey. Prof. Edward L. Thorndike. Nature. V 164. p474. September 17, 1949
  9. ^ a b c d e f g h i j k l m n o p Hergenhahn, 2003
  10. ^ a b c d e Kentridge, 2005
  11. ^ a b c d e f g h i Thorndike, Edward (1911). Animal Intelligence. Macmillan.
  12. ^ a b c d e Dewey, 2007
  13. ^ Thorndike, 1911, p.22.
  14. ^ Woodworth, "Edward Thorndike 1874-1949"
  15. ^ a b c d e f g h i Cooper, 2009
  16. ^ a b c d e f g h i j k l Thorndike, 1932
  17. ^ Lynn 2001, 25–26
  18. ^ Ed. William A. Darity, Jr.. Vol. 8. 2nd ed. Detroit: Macmillan Reference USA, 2008. p358-359.
  19. ^ Waters, R. H. (1934). The law of effect as a principle of learning. Psychological Bulletin [PsycARTICLES], 31(6), 408-425. doi:10.1037/h0073664.
  20. ^ Beatty, Barbara (1998). "From laws of learning to a science of values: Efficiency and morality in Thorndyke's educational psychology". American Psychologist 53 (10): 1152
  21. ^ Guthrie, E.R.; Powers, F.F. (1950). Educational Psychology. Missing or empty |title= (help)
  22. ^ Adams, M. A. (2000). Reinforcement theory and behavior analysis. Behavioral Developmental Bulletin, 9(1), 3-6.
  23. ^ Gray, Peter. Psychology (6 ed.). Worth, NY. pp. 108–109.
  24. ^ Gray, Peter. Psychology (6 ed.). Worth, NY. pp. 108–109.
  25. ^ a b c Hester, P.P.; Hendrickson, J.M.; Gable, R.A. (2009). "Forty years later - The value of praise, ignoring, and rules for preschoolers at risk for behavior disorders". Education and Treatment of Children 32 (4).
  26. ^ Cherry, Kendra. "John B. Watson Biography (1878-1956)". About Health. about.com. Retrieved 1/5/2016. Check date values in: |accessdate= (help)
  27. ^ Shields, Stephanie S. (1975). "Functionalism, Darwinism, and the Psychology of Women: A Study in Social Myth". American Psychologist. 30: 739–754. doi:10.1037/h0076948.
  28. ^ Thorndike, Edward L. (1911). Individuality. Boston: Houghton Mifflin. p. 30.
  29. ^ Thorndike, Edward L. (1914). Educational psychology briefer course. New York: Teachers College: Columbia University. p. 203.
  30. ^ Thorndike, Edward L. (1914). Educational psychology. New York: Teachers College, Columbia University. p. 203.
  31. ^ Watson, John B. (1926). Studies on the growth of the emotions, in Psychologies of 1925. Worcester, MA: Clark University Press. p. 54.
  32. ^ Thorndike, Edward L. (1914). Educational psychology briefer course. New York, Teachers College: Columbia University. p. 34.
  33. ^ Furumoto, Laurel; Scarborough, Elizabeth (1986). "Placing Women in the History of Psychology: The First American Women Psychologists". American Psychologist. 41: 35–42. doi:10.1037/0003-066x.41.1.35.
  34. ^ Galef, Bennett G. (October 1998). "Edward Thorndike: Revolutionary psychologist, ambiguous biologist". American Psychologist. 53 (10): 1128–1134. doi:10.1037/0003-066X.53.10.1128.
  35. ^ List of ASA Fellows, retrieved 2016-07-16.
  36. ^ "Who Discovered the Law of Effect?".
  37. ^ GODFREY, THOMSON (1949-09-17). "Prof.Edward L. Thorndike". Nature. 164 (4168): 474. doi:10.1038/164474a0.

References[edit]

  • Curti, Merle. The Social Ideas of American Educators (1935) pp 459–98
  • Hergenhahn, B.R.; Olson, Matthew H. (2005), An Introduction to the Theories of Learning, Pearson Education, ISBN 978-81-317-2056-1.
  • Hergenhahn, B.R. (2009), An Introduction to the History of Psychology, Wadsworth, Cengage Learning, ISBN 978-0-495-50621-8.
  • Joncich, Geraldine (1968), The Sane Positivist: A Biography of Edward L. Thorndike, Wesleyan University Press, LCCN 68-27542.
  • Thorndike, Edward (1932), The Fundamentals of Learning, AMS Press Inc., ISBN 0-404-06429-9.
  • Kentridge, Robert (2005), Edward Thorndike, puzzle-boxes, and the law of effect, University of Durham.
  • Dewey, Russ (2007), The Search for Laws of Learning, www.psywww.com.
  • Cooper, Sunny (2009), Theories of Learning in Educational Psychology, www.lifecircles-inc.com, archived from the original on 2011-06-29.
  • Esterhill, Frank J. (2000), Interlingua Institute: A History, Interlingua Institute, ISBN 0-917848-02-0.
  • Lynn, Richard (2001), Eugenics: A Reassessment, Praeger, ISBN 0-275-95822-1.
  • Saettler, L. Paul (2004), Evolution of American Educational Technology, IAP, ISBN 1-59311-139-8.
  • Thorndike, Edward Lee (1911), Animal Intelligence, Macmillan.
  • Darity, William A. (2008), International Encyclopedia of the Social Sciences, Gale, ISBN 978-0-02-865965-7.
  • Zimmerman, Barry J.; Schunk, Dale H. (2003), Educational Psychology: A Century of Contributions, Lawrence Erlbaum Associate, ISBN 0-8058-3682-9.
  • Goodenough, Florence L. (1950).Edward Lee Thorndike: 1874-1949. The American Journal of Psychology. 63, 291-301.
  • Woodworth, R. S. (1950). "Edward Thorndike 1874-1949". Science, New Series. 111(2880): 251. JSTOR 1676976

External links[edit]