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An introduction to psychological science practices: research methods and data interpretation
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Independent variables
In an experiment, the factor that is manipulated; the variable whose effect is being studied.
Confounding variables
In an experiment, a factor other than the factor being studied that might influence a study's results
Dependent variables
In an experiment, the outcome that is measured; the variable that may change when the independent variable is manipulated
Random assignments
Assigning participants to experimental and control groups by chance, thus minimizing preexisting differences between the different groups
Hypothesis
Testable predictions that specify which results would support the theory and which disconfirm it
Generalizability
How applicable research results are toward other peoples, settings and circumstances outside the original test group
Quantitative data
The research method that uses data sets and numbers to derive a conclusion
Qualitative data
The research method that uses narratives and personal experiences
Institutional review board
A research organization comprised of at least 5 people, with the purpose of enforcing ethical standards
Informed consent
Giving potential participants enough information about a study to enable them to choose whether or not to participate
Informed assent
A child's or non-competent person's agreement to take part in a study or treatment
Confidentiality
A requirement that psychologists keep private information shared from a client during therapy or research
Deception
The act, big or small, of encouraging others to believe information that is untrue
Debriefing
The post-experimental explanation of a study, including its purpose and any deceptions, to its participants
Central tendency
A single value that describes the center position or typical point of a data set
Mean
The arithmetic average of a distribution. Adding the scores and dividing by the number of scores
Median
The middle score in a distribution. Half the scores are above it, half the scores are below it
Mode
The most frequently occurring score(s) in a distribution
Variation
A measure of how far apart data points lie from each other and from the center of a data set
Percentile Rank
The percentage of scores that are lower than a given score
Range
The difference between the highest and lowest scores in a distribution
Protection from harm
A core ethical rule in which researchers must keep individuals safe from physical and mental damage
Normal curve
A symmetrical, bell-shaped curve that describes the distribution of many types of data
Bimodal distribution
When there's two distinct peaks in a data distribution(modes)
Standard deviation
A computed measure of how much scores vary around the mean scores
Regression toward the mean
The tendency for extreme or unusual scores or events to fall back toward the average
Positive skew
When the normal distribution curve leans toward the right because of a few positive extremes
Negative skew
When the normal distribution curve leans toward the left because of a few negative extremes
Scatterplot
A graphed cluster of dots, each of which represents the values of two variables. The slope of the points suggest the direction of the relationship
Correlation
A measure of the extent to which two factors vary together, and thus of how well either factor predicts the other
Positive correlation
An increase in one variable in direct proportion to scores for another variable
Negative correlation
A decrease in one variable precisely as scores for the other variable rise
Correlation coefficient
Ranges from -1.00 to +1.00 that demonstrate the link between data
Case study
An examination of one individual or group in depth in the hope of revealing things true of us all
Meta-analysis
A statistical procedure for analyzing the results of multiple studies to reach an overall conclusion
Naturalistic observation
A non-experimental technique of observing and recording behavior in naturally occurring situations without trying to manipulate and control the situation
Cultural norms
Shared behavioral expectations that shape one's thoughts and how one acts
Structured interviews
Interviews where participants answer the same questions in the same order
Likert scales
A rating given by participants containing their agreement with statements on a scale to provide the researcher with quantifiable data on the participants attitudes or opinion.
Overconfidence
The tendency to overestimate one's knowledge, the likelihood of being correct, or abilities to perform tasks.
Falsifiability
The possibility that an idea, hypothesis, or theory can be disproven by observation or experiment
Operational definitions
A carefully worded statement of the exact procedures used in a research study
Peer review
Scientific experts who evaluate a research article's theory, originality and accuracy
Replication
Repeating the essence of a research study, usually with different participants in different situations, to see whether the basic finding can be reproduced
Sample
A group of individuals in a population that were selected to represent the population in the study
Population
All those in a group being studied, from which random samples may be drawn
Representative sample
A smaller group of participants that accurately mirror the key traits and proportions of a larger target population
Random sampling
A sample that fairly represents a population because each member has an equal chance of inclusion
Convenience sampling
Selecting certain samples based on their availability and/or ease of access
Representation of participants
Choosing a smaller group of people whose traits match the larger group
Experiment group
In an experiment, the group exposed to the treatment - that is, to one version of the independent variable
Control group
In an experiment, the group not exposed to the treatment; contrasts with the experimental group and serves as a comparison for evaluating the effect of the treatment
Effect sizes
The strength of the relationship between two variables. The larger the effect size, the more one variable can be explained by the other
Statistical significance
How likely a result (or a change) between 2 parties is, with the assumption that there is no difference
Directionality problem (in correlation)
The problem of not knowing which variable is causing the other
Third variable problem (in correlation)
When an outside variable that was not accounted for is responsible for the two relationships that were being studied
Placebo
Fake treatments that have no effect
Placebo effect
Experimental results caused by expectations alone; any effect on behavior caused by the administration of an inert substance or condition, which the recipient assumes is an active agent.
Single-blind study
An experimental procedure in which the research participants are ignorant (blind) about whether they have received the treatment or a placebo
Double-blind study
An experimental procedure in which both the researcher and the research staff are ignorant about whether the research participants have received the treatment or placebo
Experimenter bias
Bias caused when researchers may unintentionally influence their results to confirm their own belief
Social desirability bias
Bias from people's responding in ways they presume a researcher expects or wishes
Confirmation bias
The tendency to search for, favor or remember information that aligns with our current beliefs
Hindsight bias
The tendency to believe, after learning an outcome, that one would have foreseen it.