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51 Terms

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Critical Thinking

The objective analysis and evaluation of an issue in order to form a judgment.

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Hindsight Bias

The tendency to see events as having been predictable after they have already occurred.

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Peer Reviewers

Experts who evaluate the quality and validity of research before it is published.

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Theory

A well-substantiated explanation of an aspect of the natural world that can incorporate facts, laws, and tested hypotheses.

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Hypothesis

A testable prediction about the relationship between two or more variables.

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Falsifiable

The ability of a theory or hypothesis to be proven wrong through evidence.

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Operational Definition

A clear and precise definition of a variable that allows it to be measured.

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Replication

The process of repeating a study to see if the same results can be obtained.

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Case Study

An in-depth analysis of an individual, group, or event to explore complex issues.

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Naturalistic Observation

A research method involving observing subjects in their natural environment without interference.

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Survey

A research method that involves collecting data from a group of people through questionnaires or interviews.

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Social Desirability Bias

The tendency of respondents to answer questions in a manner that will be viewed favorably by others.

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Self-Report Bias

The tendency for individuals to provide inaccurate or misleading responses to questions about themselves.

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Sampling Bias

A bias that occurs when the sample is not representative of the population being studied.

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Random Sample

A sample that is selected randomly from a population, ensuring that every individual has an equal chance of being chosen.

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Population

The entire group of individuals that a researcher is interested in studying.

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Correlation

A statistical measure that indicates the extent to which two variables fluctuate together.

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Correlation Coefficient

A numerical value that represents the strength and direction of a correlation between two variables.

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Variable

Any factor, trait, or condition that can exist in differing amounts or types.

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Scatterplot

A graphical representation of the relationship between two quantitative variables.

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Regression Toward the Mean

The phenomenon where extreme values on one measurement tend to be closer to the average on subsequent measurements.

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Experiment

A research method that involves manipulating one variable to determine its effect on another variable.

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Experimental Group

The group in an experiment that receives the treatment or intervention.

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Control Group

The group in an experiment that does not receive the treatment and is used for comparison.

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Random Assignment

The process of assigning participants to different groups in an experiment randomly to minimize bias.

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Single-Blind Procedure

An experimental design in which the participants do not know whether they are in the experimental or control group.

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Double-Blind

An experimental design in which both the participants and the experimenters do not know who is in the experimental or control group.

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Placebo Effect

The phenomenon where participants experience a perceived improvement in condition due to their expectations rather than the treatment itself.

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Independent Variable

The variable that is manipulated in an experiment to observe its effect on the dependent variable.

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Confounding Variable

An outside influence that changes the effect of a dependent and independent variable.

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Experimenter Bias

The influence of the experimenter's expectations on the outcome of the research.

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Dependent Variable

The variable that is measured in an experiment to assess the effect of the independent variable.

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Validity

The extent to which a test or experiment measures what it claims to measure.

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Quantitative Research

Research that focuses on quantifying relationships, behaviors, or phenomena through statistical analysis.

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Qualitative Research

Research that seeks to understand human behavior and the reasons that govern such behavior through non-numerical data.

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Informed Consent

The process of obtaining permission from participants after informing them of the nature of the study and any potential risks.

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Debriefing

The process of informing participants about the study's purpose and any deceptions used after the study is completed.

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Descriptive Statistics

Statistical methods that summarize and describe the characteristics of a dataset.

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Histogram

A graphical representation of the distribution of numerical data using bars.

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Mode

The value that appears most frequently in a data set.

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Mean

The average value of a dataset, calculated by summing all values and dividing by the number of values.

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Median

The middle value in a dataset when the values are arranged in order.

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Percentile Rank

A measure that indicates the relative standing of a value within a dataset.

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Skewed Distribution

A distribution that is not symmetrical and has a tail on one side.

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Range

The difference between the highest and lowest values in a dataset.

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Standard Deviation

A measure of the amount of variation or dispersion in a set of values.

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Normal Curve

A symmetrical, bell

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Inferential Statistics

A branch of statistics that makes predictions or generalizations about a population based on a sample of data.

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Meta-Analysis

the statistical combination of results from two or more separate studies.

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Statistical Significance

whether or not the difference between groups can be attributed to chance or if the difference is likely the result of experimental influences.

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Effect Size

how meaningful the relationship between variables or the difference between groups is.

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