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Critical Thinking
Thinking that does not blindly accept arguments and conclusions; examines assumptions, assesses sources, discerns hidden biases, evaluates evidence, and assesses conclusions
Hindsight Bias
The tendency to believe, after learning an outcome, that one would have foreseen it (the "I
Peer Reviewers
Scientific experts who evaluate research for possible publication to ensure quality and validity
Theory
An explanation using an integrated set of principles that organizes observations and predicts behaviors or events
Hypothesis
A testable prediction, often implied by a theory
Operational Definition
A carefully worded statement of the exact procedures used in a research study to define variables
Replication
Repeating the essence of a research study, usually with different participants in different situations, to see whether the basic finding can be reproduced
Case Study
A descriptive technique in which one individual or group is studied in depth in the hope of revealing universal principles
Naturalistic Observation
A descriptive technique of observing and recording behavior in naturally occurring situations without trying to manipulate or control the situation
Survey
A descriptive technique for obtaining the self
Social Desirability Bias
The tendency of research participants to give socially acceptable responses rather than truthful ones
Self
Report Bias
Sampling Bias
A flawed sampling process that produces an unrepresentative sample
Random Sample
A sample that fairly represents a population because each member has an equal chance of inclusion
Population
All those in a group being studied, from which samples may be drawn
Correlation
A measure of the extent to which two factors vary together, and thus of how well either factor predicts the other
Correlation Coefficient
A statistical index of the relationship between two things (from
Variable
Any factor that can vary in amount or kind
Scatterplot
A graphed cluster of dots, each representing the values of two variables
Illusory Correlation
Perceiving a relationship where none exists, or perceiving a stronger
Regression Toward the Mean
The tendency for extreme or unusual scores to fall back toward the average
Experiment
A research method in which an investigator manipulates one or more factors to observe the effect on some behavior or mental process
Experimental Group
In an experiment, the group exposed to the treatment (the independent variable)
Control Group
In an experiment, the group not exposed to the treatment; contrasts with the experimental group
Random Assignment
Assigning participants to experimental and control groups by chance, minimizing preexisting differences
Single
Blind Procedure
Double
Blind Procedure
Placebo Effect
Experimental results caused by expectations alone; any effect on behavior caused by the administration of an inert substance or condition
Independent Variable
In an experiment, the factor that is manipulated; the variable whose effect is being studied
Confounding Variable
A factor other than the factor being studied that might influence a study's results
Experimenter Bias
The unconscious tendency for researchers to treat members of the experimental and control groups differently to increase the chance of confirming their hypothesis
Dependent Variable
In an experiment, the outcome that is measured; the variable that may change when the independent variable is manipulated
Validity
The extent to which a test or experiment measures or predicts what it is supposed to
Quantitative Research
Research that uses numerical data and statistical analysis
Qualitative Research
Research that focuses on collecting and analyzing non
Informed Consent
Giving potential participants enough information about a study to enable them to choose whether they wish to participate
Debriefing
The post
Descriptive Statistics
Numerical data used to measure and describe characteristics of groups (includes measures of central tendency and variation)
Histogram
A bar graph depicting a frequency distribution
Mode
The most frequently occurring score(s) in a distribution
Mean
The arithmetic average of a distribution, obtained by adding the scores and then dividing by the number of scores
Median
The middle score in a distribution; half the scores are above it and half are below it
Percentile Rank
The percentage of scores in a distribution that a specific score is greater than or equal to
Skewed Distribution
A representation of scores that lack symmetry around their average value
Range
The difference between the highest and lowest scores in a distribution
Standard Deviation
A computed measure of how much scores vary around the mean score
Normal Curve
A symmetrical, bell
Inferential Statistics
Numerical data that allow one to generalize and make inferences from samples to populations
Meta
Analysis
Statistical Significance
A statistical statement of how likely it is that an obtained result occurred by chance
Effect Size
A statistical measure of the magnitude of an experimental effect