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Example of an Experiment: Note-Taking Method and Learning Performance
An experiment can investigate how technology use in the classroom affects learning by comparing note-taking methods. In this scenario, the independent variable is the type of note-taking by participants, such as using a laptop versus writing by hand. The dependent variable is the learning exhibited by participants, measured by their performance on an assessment to evaluate the impact of the independent variable.

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Ch.2 Psychological Research - Psychology @ OpenStax
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Example of an Experiment: Note-Taking Method and Learning Performance
Functional Relationship Between Independent and Dependent Variables
A researcher conducts a study to determine if the amount of sleep affects problem-solving skills. One group of participants is allowed to sleep for eight hours, while a second group is only allowed to sleep for four hours. The next morning, both groups are given the same set of puzzles to solve, and the researcher records how many puzzles each participant completes correctly. In this study, what is the independent variable?
Identifying Experimental Variables
Extraneous Variable
Treatment
Non-Experimental Research
Non-Manipulated Independent Variable
Operational Definition
Experimental Manipulation
Experimental Condition
Internal Validity
Manipulation Check
Null Result
In an experimental research study, how is an independent variable defined?
A researcher conducts an experiment to determine if a new cognitive exercise improves memory retention. They have one group practice the exercise daily while a second group does not, and then they measure both groups' memory test scores. In this study, the memory test scores represent the independent variable.
Match each psychology study description to the specific factor that serves as the independent variable in that research scenario.
A researcher is investigating how anxiety affects cognitive performance. Arrange the following methods of operationalizing the Independent Variable (IV) from the approach that provides the highest degree of internal validity (strongest causal evidence) to the approach that provides the lowest degree.
In a factorial research design investigating how both lighting conditions (bright vs. dim) and participant age (young vs. old) affect visual search speed, a researcher classifies both 'lighting' and 'age' as _____ variables because they are both hypothesized to be causes of the variation in search speed.
According to the definition of experimental research, what is the role of an independent variable in a cause-and-effect relationship?
True or False: In psychological research, an independent variable must always be manipulated by the researcher and can never simply be measured.
Match each research design scenario to the correct status of its independent variable (IV) based on the study's design.
A social psychologist wants to determine if the number of bystanders present during an emergency affects how long it takes for an individual to help. The psychologist stages an emergency in a public space and systematically varies whether there are one, three, or ten other people present. The researcher then measures the time it takes for a participant to intervene and offer assistance. In this experiment, what is the dependent variable?
Example of an Experiment: Note-Taking Method and Learning Performance
Extraneous Variable
Time Series
Confounding Variable
Internal Validity
Null Result
Non-Experimental Research
In an experimental study, which of the following best describes the dependent variable?
In a psychological experiment investigating whether a new mnemonic technique improves memory recall, the students' memory recall scores represent the dependent variable.
Match each psychological research scenario with the specific dependent variable that would be measured to evaluate the presumed effect of the study's conditions.
A researcher investigates whether practicing mindfulness for ten minutes a day reduces anxiety scores on a standardized test. Arrange the logical steps for analyzing the role of the dependent variable in this investigation.
A researcher evaluates whether 'heart rate' or 'self-reported anxiety' is a more valid measure of the presumed effect in a study on stress. This judgment specifically addresses the quality and appropriateness of the ________ variable.
Suppose you are constructing an experimental protocol to investigate if 'ambient peppermint scent' improves 'cognitive focus' during a repetitive task. To create a valid dependent variable that measures the presumed effect of the scent, which of the following measurement strategies should you propose?
In a psychological experiment, the dependent variable is the factor that the researcher actively manipulates to determine its causal effect.
Match each core aspect of a dependent variable in a psychological experiment with the statement that best describes its function or behavior.
A researcher randomly assigns participants to either a quiet room or a noisy room and asks them to study a list of 30 vocabulary words for 10 minutes. Afterward, all participants complete a written recall test. The researcher records how many words each participant correctly recalled. In this experiment, the number of words correctly recalled is the _____, because it is the factor measured to evaluate whether the manipulation of the environmental condition produced a change.
A researcher proposes using 'number of errors made on a 10-minute proofreading task' as the dependent variable in a study on whether mental fatigue (induced by 60 minutes of continuous cognitive work) impairs attention. Arrange the following evaluative steps in the logical order a researcher should follow to determine whether this dependent variable is appropriate for the study.