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
External validity is the validity of applying the conclusions of a scientific study outside the context of that study. In other words, it is the extent to which the results of a study can be generalized to and across other situations, people, stim ...
and is typically
controlled for using
blind experiment
In a blind or blinded experiment, information which may influence the participants of the experiment is withheld until after the experiment is complete. Good blinding can reduce or eliminate experimental biases that arise from a participants' expec ...
designs.
There are several forms of reactivity. The
Hawthorne effect
The Hawthorne effect is a type of 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 Electri ...
occurs when research study participants know they are being studied and alter their performance because of the attention they receive from the experimenters. The
John Henry effect The John Henry effect is an experimental bias introduced into social experiments by reactive behavior by the control group.
In a controlled social experiment if a control is aware of their status as members of the control group and is able to comp ...
, 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.
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 the expectations of the observer.
An
experimenter effect
The observer-expectancy effect (also called the experimenter-expectancy effect, expectancy bias, observer effect, or experimenter effect) is a form of reactivity in which a researcher's cognitive bias causes them to subconsciously influence th ...
occurs when the experimenters subtly communicate their expectations to the participants, who alter their behavior to conform to these expectations. The
Pygmalion effect
The Pygmalion effect, or Rosenthal effect, is a psychological phenomenon in which high expectations lead to improved performance in a given area. The effect is named for the Greek myth of Pygmalion, the sculptor who fell so much in love with the ...
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 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 the consequences, both intended and unintended, of such public measures.
A common solution to reactivity is
unobtrusive research
Unobtrusive research (or unobtrusive measures) is a method of data collection used primarily in the social sciences. The term "unobtrusive measures" was first coined by Webb, Campbell, Schwartz, & Sechrest in a 1966 book titled ''Unobtrusive Measur ...
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.
See also
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Bradley effect
The Bradley effect (less commonly the Wilder effect) is a theory concerning observed discrepancies between voter opinion polls and election outcomes in some United States government elections where a white candidate and a non-white candidate run ...
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Demand characteristics
In social research, particularly in psychology, the term demand characteristic refers to an experimental artifact where participants form an interpretation of the experiment's purpose and subconsciously change their behavior to fit that interpretat ...
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Observer-expectancy effect
The observer-expectancy effect (also called the experimenter-expectancy effect, expectancy bias, observer effect, or experimenter effect) is a form of reactivity in which a researcher's cognitive bias causes them to subconsciously influence t ...
*
Watching-Eye Effect
The watching-eye effect says that people behave more altruistically and exhibit less antisocial behavior in the presence of images that depict eyes, because these images insinuate that they are being watched. Eyes are strong signals of perception ...
*
Social desirability bias
In social science research, social-desirability bias is a type of response bias that is the tendency of survey respondents to answer questions in a manner that will be viewed favorably by others. It can take the form of over-reporting "good behavio ...
References
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Personality traits