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Experimental Method
Research technique used to investigate cause & effect relationships b/w variables
In an experiment, the researcher manipulates 1 variable & measures its effect on another variable
Independent Variable
Variable that the researcher changes/manipulates in an experiment
Factor that the researchers are testing to see if it causes changes in behavior/outcomes
Dependent Variable
Variable that is observed & measured for changes in an experiment
Outcome/response that may be affected by independent variable
Confounding Variables
Variables that weren’t accounted for/controlled in the study but still affect results
Can distort true effect of the independent variable on the dependent variable, making it difficult to determine causality
Operational Definitions
Specifies how a researcher will measure & manipulate variables in a study
Outlines exact procedures.operations used to define & quantify abstract
Ensure consistency & clarity in research, allowing other researchers to replicate study & verify its findings
Experimental Group
Group of participants who are exposed to the independent variable
Control Group
Group of participants who were not exposed to independent variable
Provides baseline for comparison w/ experimental group
Random Assignment
Research method used to assign participants to diff groups in an experiment randomly
Ensures each participant has an equal chance of being assigned to any condition, helping to minimize bias/ensure that the groups are comparable at the start of the study
Placebo Effect
Phenomenon where individuals experience improvement in their condition solely bc they believe they are receiving a beneficial treatment, rather than due to any active ingredient/physiological mechanism
Experimenter Bias
Researcher’s expectations/beliefs abt outcome of a study influence results.
Affects how study is conducted/how data is interpreted, → inaccurate conclusions
Single-Blind Study
Research design where participants = unaware of whether they belong to experimental or control group, but researchers conducting study know
Double-Blind Study
Research design where both participants & the researchers conducting study are unaware who belongs to experimental or control group
Placebo Condition
Administering the placebo to 1 group of participants while the other group receives the actual treatment being tested
Placebo = typically given to control group
Sample
Refers to subset of individuals/cases selected from a larger pop for study
Samples = used in research to make inferences abt pop as a whole
Representative Sample
Subset of individuals selected from a larger pop in such a way that it accurately reflects demographics, characteristics, & diversity of that pop
By including diverse range of participants that mirrors pop’s composition, researchers can minimize biases & inc likelihood that their results are applicable to broader group they rep
Random Sample
Ensures that each participant in the study has an equal opportunity to be included, which helps minimize the influence of researcher bias & inc generalizability of the findings to pop as a whole
Sample Bias
Occurs when the sample = not representative of larger pop, → inaccurate/misleading results
Essential to minimize sample bias to ensure validity & generalizability of research findings → broader pop
Generalizability
Extend to which research findings obtained from a sample can be applied/generalized → larger pop
Reflects degree of confidence researchers have in extending their conclusions beyond the specific individuals/cases studied