Reactivity is a phenomenon that occurs when individuals alter their performance or behavior due to the awareness that they are being observed. The change may be positive or negative, and depends on the situation. It is a significant threat to a research study's external validity and is typically controlled for using blind experiment designs.
61-488: The Hawthorne effect is a type of human behavior reactivity in which individuals modify an aspect of their behavior in response to their awareness of being observed. The effect was discovered in the context of research conducted at the Hawthorne Western Electric plant; however, some scholars think the descriptions are fictitious. The original research involved workers who made electrical relays at
122-426: A group of six women. However, this was a methodologically poor, uncontrolled study from which no firm conclusions could be drawn. Elton Mayo later conducted two additional experiments to study the phenomenon: the mass interviewing experiment (1928-1930) and the bank wiring observation experiment (1931-32). One of the later interpretations by Henry Landsberger, a sociology professor at UNC-Chapel Hill , suggested that
183-461: A group, being treated as special (as evidenced by working in a separate room), and having a sympathetic supervisor were the real reasons for the productivity increase. One interpretation, mainly due to Elton Mayo's studies, was that "the six individuals became a team and the team gave itself wholeheartedly and spontaneously to cooperation in the experiment." Further, there was a second relay assembly test room study whose results were not as significant as
244-499: A number of disciplines, including business management , industrial sociology , philosophy, and social psychology . His field research in industry had a significant impact on industrial and organizational psychology . According to Trahair, Mayo "is known for having established the scientific study of what today is called organizational behavior when he gave close attention to the human, social, and political problems of industrial civilization." (p. 15). Mayo's work helped to lay
305-402: A review of educational research reported that uncontrolled novelty effects cause on average 30% of a standard deviation (SD) rise (i.e. 50–63% score rise), with the rise decaying to a much smaller effect after 8 weeks. In more detail: 50% of a SD for up to 4 weeks; 30% of SD for 5–8 weeks; and 20% of SD for > 8 weeks, (which is < 1% of the variance). Harry Braverman pointed out that
366-627: A search for the base data of the original illumination experiments (they were not true experiments but some authors labeled them experiments), before finding it in a microfilm at the University of Wisconsin in Milwaukee in 2011. Re-analysing it, they found slight evidence for the Hawthorne effect over the long-run, but in no way as drastic as suggested initially. This finding supported the analysis of an article by S. R. G. Jones in 1992 examining
427-489: A small medical school at Saint George's Hospital at London....At this point, Mayo's interest in medicine was all but non-existent" (p. 28). Having dropped out by December 1903, Mayo "wrote home and finally revealed to his family the truth; he did not and could not become a doctor" (p. 28). Miner wrote: "An effective speaker and proficient in cultivating influential friends and mentors, he nevertheless had little by way of academic credentials and practically no training in
488-480: A study to determine if its workers would become more productive in brighter or dimmer levels of light. The workers' productivity seemed to improve when changes were made but returned to their original level when the study ended. It has been alternatively suggested that the workers' productivity increased because they were motivated by interest being shown in them. This effect was observed for minute increases in illumination . In these lighting studies, light intensity
549-516: A supervisor discussed changes in their productivity. Some of the variables were: Changing a variable usually increased productivity, even if the variable was just a change back to the original condition. It is said that this reflects natural adaption to the environment without knowing the objective of the experiment. Researchers concluded that the workers worked harder because they thought that they were being monitored individually. Researchers hypothesized that choosing one's own coworkers, working as
610-506: A task. For example, both confidence ratings and judgments of learning, which are often provided repeatedly throughout cognitive assessments of learning and reasoning, have been found to be reactive. In addition there may be important individual differences in how participants react to a particular self-report measure. Espeland & Sauder (2007) took a reactivity lens to investigate how rankings of educational institutions change expectations and permeate institutions. These authors investigate
671-403: A variant of Orne 's (1973) experimental demand effect . For Adair, the Hawthorne effect depended on the participants' interpretation of the situation. An implication is that manipulation checks are important in social sciences experiments. He advanced the view that awareness of being observed was not the source of the effect, but participants' interpretation of the situation is critical. How did
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#1732780702558732-411: Is a secondary observer effect when researchers working with secondary data such as survey data or various indicators may impact the results of their scientific research. Rather than having an effect on the subjects (as with the primary observer effect), the researchers likely have their own idiosyncrasies that influence how they handle the data and even what data they obtain from secondary sources. For one,
793-445: Is often necessary to prevent confounding , it also means that trials may tend to work with healthier patient subpopulations. Despite the observer effect as popularized in the Hawthorne experiments being perhaps falsely identified (see above discussion), the popularity and plausibility of the observer effect in theory has led researchers to postulate that this effect could take place at a second level. Thus it has been proposed that there
854-527: The Hawthorne Works , a Western Electric plant in Cicero , Illinois . Between 1924 and 1927, the lighting study was conducted, wherein workers experienced a series of lighting changes that were said to increase productivity . This conclusion turned out to be false. In an Elton Mayo study that ran from 1927 to 1928, a series of changes in work structure were implemented (e.g. changes in rest periods) in
915-588: The OECD collects and distributes various socio-economic data; however, these data change over time such that a researcher who downloads the Australian GDP data for the year 2000 may have slightly different values than a researcher who downloads the same Australian GDP 2000 data a few years later. The idea of the secondary observer effect was floated by Nate Breznau in a thus far relatively obscure paper. Although little attention has been paid to this phenomenon,
976-528: The Department of Employee Relations at Western Electric, conducted the bulk of the practical research, with Mayo rarely visiting the Hawthorne plant in Cicero, Illinois. Mayo's team carried out a number of "experiments" to look at ways of improving productivity . The research involved manipulating length of rest and lunch periods and piecework payment plans. Mayo concluded that productivity partly depended on
1037-535: The First World War. Malinowski first met Mayo on his way to and from the Trobriand Islands ; they became close friends and were regularly in touch until Malinowski's death in 1942. The work with shell-shock soldiers provided a focus for Mayo's interests in clinical psychology and developed his skills in psychotherapy . In this he was strongly influenced by the work on hysteria and obsession of
1098-550: The French psychiatrist , Pierre Janet , who became a critic of Sigmund Freud . For the rest of his working life, Mayo was an active psychotherapist and this practical experience was an important influence on his theoretical and methodological work in America. One of Mayo's (1924) earliest research efforts involved workers at a Philadelphia textile mill. The mill had been experiencing a high rate of turnover . Mayo believed that
1159-447: The Hawthorne effect can apply to a cause or causes other than changing lighting. The illumination experiment was conducted from 1924 to 1927. The purpose was to determine the effect of light variations on worker productivity. The experiment ran in two rooms: the experiment room, in which workers went about their workday under various light levels; and the control room, in which workers did their tasks under normal conditions. The hypothesis
1220-406: The Hawthorne effect concerned the workers feeling free and in control as a group rather than as being supervised. The experimental manipulations were important in convincing the workers to feel that conditions in the special five-person work group were actually different from the conditions on the shop floor. The study was repeated with similar effects on mica -splitting workers. Clark and Sugrue in
1281-432: The Hawthorne studies, which were not really experiments, were too confounded to enable researchers to draw firm conclusions. The Hawthorne effect was later named for the phenomenon where people change their behavior when they are aware that they are being observed. The qualitative aspects of the research suggested that norms of co-operation among workers were related to productivity. The books begins with an account of
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#17327807025581342-405: The Hawthorne tests were based on industrial psychology and the researchers involved were investigating whether workers' performance could be predicted by pre-hire testing. The Hawthorne study showed "that the performance of workers had little relation to their ability and in fact often bore an inverse relation to test scores ...". Braverman argued that the studies really showed that the workplace
1403-762: The United States. In 1926 he was appointed to the Harvard Business School (HBS) as a professor of industrial research. In Philadelphia he conducted research at a textile plant in order to develop a method to reduce the very high rate of turnover in the plant. Mayo's association with the Hawthorne studies as well as his research and work in Australia led to his enjoying a public acclaim granted to few social scientists of his day. Mayo has been credited with making significant contributions to
1464-423: The United States. Cullen does not mention that Mayo was a psychologist although Cullen noted that Mayo let interlocutors call him "Dr. Mayo," letting himself be cast as a Ph.D. in one of the social sciences, without correcting the mistake. Mayo's biographer Trahair wrote, "Mayo was not a psychologist, sociologist, or anthropologist, although sometimes he was cast as such" (p. 357). Trahair also wrote that "after
1525-493: The University's war committee and pioneered research into the psychoanalytic treatment of shell-shock. As a psychologist Mayo often helped soldiers returning from World War I recover from the stresses of war and with a Brisbane physician, pioneered the psychoanalytic treatment of shell-shock and conducted psycho-pathological tests. He was a lecturer in psychology and mental philosophy at the UQ between 1911 and 1922, when he sailed to
1586-658: The Working Men's College. He returned to Adelaide in 1905 to a partnership in the printing firm of J. H. Sherring & Co., but in 1907 he went back to the university to study philosophy and psychology under William Mitchell . He won the Roby Fletcher prize in psychology and graduated with honours (B.A., 1910; M.A., 1926 ) and was named the David Murray research scholar in scientific studies. In 1911 he became foundation lecturer in mental and moral philosophy at
1647-457: The attention they receive from the experimenters. The John Henry effect , a specific form of Hawthorne effect, occurs when the participants in the control group alter their behavior out of awareness that they are in the control group, out of rivalry with the experimental group. Reactivity is not limited to changes in behaviour in relation to being merely observed; it can also refer to situations where individuals alter their behavior to conform to
1708-498: The conduct of scientific research" (p. 60). Mayo's contributions to management theory were criticised by intellectual Daniel Bell . Writing in 1947, Bell criticised Mayo and other social scientists for "adjusting men to machines," rather than enlarging human capacity or human freedom. Many, including Reinhard Bendix and Lloyd H. Fisher, criticized Mayo for generalizing his results of the Hawthorne studies. The two state that Mayo's research concerned small, isolated groups, and it
1769-494: The consequences, both intended and unintended, of such public measures. A common solution to reactivity is unobtrusive research that can replace or augment reactive research. Unobtrusive research refers to methods in which the researchers are able to obtain information without interfering in the research itself. Results gathered from unobtrusive methods tend to have very high test-retest reliability. Elton Mayo George Elton Mayo (26 December 1880 – 7 September 1949)
1830-465: The control and incentives of management. Richard Nisbett has described the Hawthorne effect as "a glorified anecdote", saying that "once you have got the anecdote, you can throw away the data." Other researchers have attempted to explain the effects with various interpretations. J. G. Adair warned of gross factual inaccuracy in most secondary publications on the Hawthorne effect and that many studies failed to find it. He argued that it should be viewed as
1891-426: The existence of informal groups or "cliques" within the formal groups. These cliques developed informal rules of behavior as well as mechanisms to enforce them. The cliques served to control group members and to manage bosses; when bosses asked questions, clique members gave the same responses, even if they were untrue. These results show that workers were more responsive to the social force of their peer groups than to
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1952-429: The expectations of the observer. An experimenter effect occurs when the experimenters subtly communicate their expectations to the participants, who alter their behavior to conform to these expectations. The Pygmalion effect occurs when students alter their behavior to meet teacher expectations. Reactivity can also occur in response to self-report measures if the measure is elicited from research participants during
2013-522: The experiment room when the light level was reduced to about the level of moonlight, which made it hard to see. Ultimately it was concluded that illumination did not have any effect on productivity and that there must have been some other variable causing the observed productivity increases in both rooms. Another phase of experiments was needed to pinpoint the cause. In 1927, researchers conducted an experiment where they chose two female workers as test subjects and asked them to choose four other women to join
2074-543: The experimenter, at least if it does not conflict with any other motive. They may also be suspicious of the purpose of the experimenter. Therefore, Hawthorne effect may only occur when there is usable feedback or a change in motivation. Parsons defined the Hawthorne effect as "the confounding that occurs if experimenters fail to realize how the consequences of subjects' performance affect what subjects do" [i.e. learning effects, both permanent skill improvement and feedback-enabled adjustments to suit current goals]. His key argument
2135-432: The first experiment. The program was conducted from 1928 to 1930 and involved 20,000 interviews. The interviews initially used direct questioning, asking questions related to the supervision and policies of the company involved. The drawback of the direct questioning was that the answers were only "yes" or "no", which was unhelpful for finding the root of problems. Therefore, researchers took to indirect questioning, in which
2196-518: The foundation for the human relations movement . He emphasized that alongside the formal organization of an industrial workplace there exists an informal organizational structure as well. Mayo recognized the "inadequacies of existing scientific management approaches" to industrial organizations, and underlined the importance of relationships among people who work for such organizations. His ideas on group relations were advanced in his 1933 book The Human Problems of an Industrialized Civilization , which
2257-504: The great war Mayo's reputation grew as a successful academic, clinical psychologist and public speaker" (p. 89). Of course having a reputation as a clinical psychologist does not necessarily make one a clinical psychologist (the public often thinks of psychotherapists, regardless of training, as clinical psychologists or even psychiatrists). Cullen indicated that Mayo was not a medical doctor, writing that in April 1903, Mayo "enrolled at
2318-537: The informal social patterns of interaction in the work group. Mayo, in communicating to business leaders, advanced the idea that managers who understand the nature of informal ties among workers can make decisions for management's benefit. Mayo concluded that people's work performance is dependent on both social relationships and job content. He suggested a tension between workers' "logic of sentiment" and managers' "logic of cost and efficiency" which could lead to conflict within organizations. Parsons, however, showed that
2379-462: The interviewer would listen. This gave valuable insights about workers' behavior, specifically that the behavior of a worker (or individual) is shaped by group behavior. The purpose of the next study was to find out how payment incentives and small groups would affect productivity. The surprising result was that productivity actually decreased. Workers apparently had become suspicious that their productivity may have been boosted to justify firing some of
2440-533: The new University of Queensland and in 1919–23 held the first chair of philosophy there. He moved on to the University of Pennsylvania , but spent the second half of his career at Harvard Business School (1926–1947), where he was professor of industrial research. Two influences on his career from his time at the University of Queensland were Mayo's friendship with the social anthropologist Bronislaw Malinowski and his work with shell-shock cases returning from
2501-449: The novelty of being research subjects and the increased attention from such could lead to temporary increases in workers' productivity. This interpretation was dubbed "the Hawthorne effect". The term "Hawthorne effect" was coined in 1953 by John R. P. French after the Hawthorne studies were conducted between 1924 and 1932 at the Hawthorne Works (a Western Electric factory in Cicero, outside Chicago). The Hawthorne Works had commissioned
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2562-509: The original Hawthorne data indicate that the quality of the research was poor. Elton Mayo married Dorothea McConnel on 18 April 1913. Dorothea was the eldest daughter of James Henry McConnel ( c. 1850 – 7 June 1914) of Cressbrook Station , Queensland and the sister of Ursula McConnel . They had two daughters: The medical doctor Helen Mayo (1878–1967) was his sister, and the Supreme Court judge Sir Herbert Mayo (1885–1972)
2623-404: The outcome. It is also possible that the illumination experiments can be explained by a longitudinal learning effect. Parsons has declined to analyse the illumination experiments, on the grounds that they have not been properly published and so he cannot get at details, whereas he had extensive personal communication with Roethlisberger and Dickson. Evaluation of the Hawthorne effect continues in
2684-685: The participants in the experiments and found that the participants were paid significantly better. Various medical scientists have studied possible trial effect (clinical trial effect) in clinical trials . Some postulate that, beyond just attention and observation, there may be other factors involved, such as slightly better care; slightly better compliance/adherence ; and selection bias . The latter may have several mechanisms: (1) Physicians may tend to recruit patients who seem to have better adherence potential and lesser likelihood of future loss to follow-up . (2) The inclusion/exclusion criteria of trials often exclude at least some comorbidities ; although this
2745-422: The participants' interpretation of the situation interact with the participants' goals? Possible explanations for the Hawthorne effect include the impact of feedback and motivation towards the experimenter. Receiving feedback on their performance may improve their skills when an experiment provides this feedback for the first time. Research on the demand effect also suggests that people may be motivated to please
2806-429: The present day. Despite the criticisms, however, the phenomenon is often taken into account when designing studies and their conclusions. Some have also developed ways to avoid it. For instance, there is the case of holding the observation when conducting a field study from a distance, from behind a barrier such as a two-way mirror or using an unobtrusive measure. Greenwood, Bolton, and Greenwood (1983) interviewed some of
2867-455: The relay experiments. Despite the absence of evidence for the Hawthorne effect in the original study, List has said that he remains confident that the effect is genuine. Gustav Wickström and Tom Bendix (2000) argue that the supposed "Hawthorne effect" is actually ambiguous and disputable, and instead recommend that to evaluate intervention effectiveness, researchers should introduce specific psychological and social variables that may have affected
2928-554: The repetitive work in the spinning department gave rise to mental abnormalities in the workers. He found that the introduction of rest periods helped reduce turnover. The research helped make Mayo more widely known in the U.S. Mayo helped to lay the foundation for the human relations movement , and was known for his industrial research including the Hawthorne Studies and his book The Human Problems of an Industrialized Civilization (1933). The research he conducted under
2989-458: The research on human fatigue and efficiency conducted in the early 20th century. {expand section|date=June 2015} Although biographers agree about Mayo's contributions, there is no consensus about his credentials. The Encyclopædia Britannica , biographical dictionaries, and some published texts indicate that Mayo was a psychologist. Some authors and critics have discussed Mayo's credentials and his various other job titles during his career in
3050-471: The researchers may choose seemingly innocuous steps in their statistical analyses that end up causing significantly different results using the same data; e.g. weighting strategies, factor analytic techniques, or choice of estimation. In addition, researchers may use software packages that have different default settings that lead to small but significant fluctuations. Finally, the data that researchers use may not be identical, even though it seems so. For example,
3111-519: The rubric of the Hawthorne Studies in the late 1920s and early 1930s, underlining the importance of groups in affecting the behaviour of individuals at work. Elton Mayo laid the ground rules for interviewing , the principles of which have been subsequently repeated in numerous 'how to' books on leadership, coaching and mentoring over the last half century. Fritz J. Roethlisberger , Mayo's graduate assistant, and William J. Dickson, head of
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#17327807025583172-688: The scientific implications are very large. Evidence of this effect may be seen in recent studies that assign a particular problem to a number of researchers or research teams who then work independently using the same data to try and find a solution. This is a process called crowdsourcing data analysis and was used in a groundbreaking study by Silberzahn, Rafael, Eric Uhlmann, Dan Martin and Brian Nosek et al. (2015) about red cards and player race in football (i.e. soccer). Reactivity (psychology) There are several forms of reactivity. The Hawthorne effect occurs when research study participants know they are being studied and alter their performance because of
3233-416: The test group. Until 1928, the team of women worked in a separate room, assembling telephone relays . Output was measured mechanically by counting how many finished relays each worker dropped down a chute. To establish a baseline productivity level, the measurement was begun in secret two weeks before the women were moved to the experiment room, and then continued throughout the study. In the experiment room,
3294-412: The workers later on. The study was conducted by Elton Mayo and W. Lloyd Warner between 1931 and 1932 on a group of fourteen men who put together telephone switching equipment. The researchers found that although the workers were paid according to individual productivity, productivity decreased because the men were afraid that the company would lower the base rate. Detailed observation of the men revealed
3355-555: Was altered to examine the resulting effect on worker productivity. When discussing the Hawthorne effect, most industrial and organizational psychology textbooks refer almost exclusively to the illumination studies as opposed to the other types of studies that have been conducted. Although early studies focused on altering workplace illumination, other changes such as maintaining clean work stations, clearing floors of obstacles, and relocating workstations have also been found to result in increased productivity for short periods of time. Thus,
3416-466: Was an Australian born psychologist , industrial researcher, and organizational theorist . Mayo was formally trained at the University of Adelaide , acquiring a Bachelor of Arts Degree graduating with First Class Honours, majoring in philosophy and psychology, and was later awarded an honorary Master of Arts Degree from the University of Queensland (UQ). While in Queensland, Mayo served on
3477-692: Was based partly on his Hawthorne research. Mayo was the eldest son of George Gibbes Mayo, a draftsman and later a civil engineer, and his wife, Henrietta Mary Mayo (née Donaldson). His grandfather George Mayo (1807–1894) was a well-known South Australian medical practitioner. Elton attended several schools in Australia ( Queen's School , St Peter's College , and the University of Adelaide ) and after 1901 attended medical school of University of Edinburgh and in London, neither of which he completed. In 1903 he went to West Africa, and upon returning to London, began writing articles for magazines and teaching English at
3538-488: Was not "a system of bureaucratic formal organisation on the Weberian model , nor a system of informal group relations, as in the interpretation of Mayo and his followers but rather a system of power, of class antagonisms". This discovery was a blow to those hoping to apply the behavioral sciences to manipulate workers in the interest of management. The economists Steven Levitt and John A. List long pursued without success
3599-516: Was not clear that the conditions and supervision he achieved could have been replicated in large groups and factory settings. His theories are also based upon the assumption that humans, by nature, want to cooperate and form groups, and he never allows for the possibility of José Ortega y Gasset 's idea of "the stranger," built upon the proposition that humans, by nature, are suspicious of others. More recently, in 2003, James Hoopes criticised Mayo for "substituting therapy for democracy." Re-analyses of
3660-404: Was that as the light level was increased in the experiment room, productivity would increase. However, when the intensity of light was increased in the experiment room, researchers found that productivity had improved in both rooms. The light level in the experiment room was then decreased, and the results were the same: increased productivity in both rooms. Productivity only began to decrease in
3721-453: Was that in the studies where workers dropped their finished goods down chutes, the participants had access to the counters of their work rate. Mayo contended that the effect was due to the workers reacting to the sympathy and interest of the observers. He discussed the study as demonstrating an experimenter effect as a management effect: how management can make workers perform differently because they feel differently. He suggested that much of
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