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Random Sample
AKA Random Selection. Everyone in the population has an equal chance of being chosen for the experiment
Random Selection
AKA Random Sample. Everyone in the population has an equal chance of being chosen for the experiment
Random Assignment
All members have an equal chance of being placed into either experiemental group(s) or the control group(s)
Representative Sample
Characteristics of the sample are very similar to those of the population
Population
All individuals who can potentially participate in the study
Reliability
The study's results are stable and consistent. Makes it able to be replicated to receive similar results
Validity
Research study accurately measures what it is intended to measure and whether the conclusions drawn are justified
Independent Variable (Manipulated Variable)
The cause. The variable that is manipulated
Dependent Variable
The effect. The variable that is affected by the change in the independent variable
Confounding Variable
Factors that isn't the independent variable that may influence results
Experimental Group
Group where the independent variable is manipulated
Control Group
Comparisson groups that do not receive special treatment
Placebo Group
Participants who think they are tin he experimental group but are not
Single-blind design
Participants are ignorant about if they have the placebo or special treatment
Double-blind design
Both participants and half of the staff are unaware of the placebo being in place
Placebo Effect
Experimental results affected by participant expectations
Mode
The score that occurs most frequently in a data set
Mean
The arithmetic average of the scores in a data set
Median
The halfway point in a data set; half the scores fall above this score, half fall below
Range
The difference between each score and the mean of a data set
Standard of Deviation
The average difference between each score and the mean of a data set
Correlation Coefficient
How strongly two variables are related and whether the relationship is positive or negative
Tests of Significance
How likely the difference between measures of central tendencies or the size of a correlation coefficient is due to chance alone
Tests of Effect Size
Measures the strength of the relationships between variables or the magnitude of difference between groups; can be used to evaluate whether a statistically significant finding has a practical significance
Psychology
Scientific study of behavior and mental processes
Behavior
Anything an organism does, any action that we can observe and record
Mental Processes
Our internal, subjective experiences
Scientific Method
Our internal subjective experiences. Ex: sensations, perceptions, thoughts, beliefs, feelings
Empirical data
Evidence that comes from observation and experimentation
Theory
A highly researched, rigorously tested framework for understanding some aspect of human behavior or thought
Hypothesis
A testable prediction that applies only to the study at hand. More narrow than a theory
Variable
Factor or condition that can change or vary and that is measured, manipulated, or controlled by the researcher
Falsifiability
The prediction in the hypothesis must be sufficiently precise that if it is wrong, it is disprovable through experiment
Peer Review
A process to ensure the quality and credibility of published work; evaluated by one or more experts in the same field
Replication
Conducting an experiment or a study again to verify and confirm the original findings
Methodology
Specifies the details of the study's methods to allow it to be replicated in the future
Operational Definitions
Detailed statement of how a study variable will be defined, measured, manipulated, and/or changed
Quantitative Data
Measured variables numerically; the data is objective and measurable
Qualitative Data
Measures variables narratively; the data is more subjective and structured
Likert Scale
Questions asked by researchers that fall on a numerical continuum
Structured Interview
Sets of standardized questions in an interview
Surveys
Questionnaires or interviews that are administered to large groups of people
Bias
Some error that distorts research, leading to wrong conclusions
Framing
The wording of questions can have a strong effect on the way people respond
Self-Report Bias
Occurs when people report their behavior inaccurately
Social Desirability Bias
Respondents provide answers that are inaccurate because they want to present themselves in a positive way
Population of Interest
All individuals who can potentially participate in the study
Sample
A smaller group within the population that is representative
Sampling Bias
Occurs when certain individuals or groups within the population have a higher or lower chance of being selected for the study
Convenience Sampling
Participants are selected because they are easily accessible to the researcher
Participant Bias
Participant expectations influence result
Experimenter Bias
Bias caused when researchers unintentionally influence results to confirm their own beliefs
Hawthorne Effect
Research participants behave differently when observed
Case Study
in-depth examination of the behavior or mental processes of a specific person, group, or phenomenon
Naturalistic Observation
Observing and recording behavior in a natural setting without manipulating the situation
Observer Bias
Observations can be distorted if observers expect to see certain behaviors
Correlational Studies
Non-experimental research method that describes the relationship between 2 or more variables
Correlation
A statistical measure of the extent to which two variables are related, and thus of how well either variable predicts the other
Positive Correlation
2 variables move in the same direction
Negative Correlation
2 variables move in the opposite direction
Scatterplot
A graphed cluster of dots designed to display correlational data so that the relationship between the 2 variables is visible
Correlation Coefficient(r)
The statistic used to describe the strength and direction of the relationship between two variables
Strong Correlation
1
Weak Correlation
-1
Directionality Problem
2 variables that are correlated do not tell us which variable is the cause and which is the effect
Third Variable Problem
An unseen variable causes false impression of a direct relationship between the 2 variables being studied
Illusory Correlation
Perceivable relationship between 2 things, but in reality have no relationship
Meta-Analysis
Analyzes the results of multiple studies to make conclusions
Institutional Review Board (IRB)
Reviews any study to determine if the proposal is ethical or if it poses risk to those involved
No Coercion
No force can be applied to require individuals to comply with any aspect of a research design
Informed Consent
Participants must be told all the details of the study and what their role is, and must sign that they agree to participate
Informed Assent
Given to minors to agree to participate, on top of parents' giving informed consent
Minimizing Harm
Researchers should take reasonable steps to avoid causing physical or psychological distress, harm, or suffering
Confidentiality and Anonymity
Identities of participants in a study must be kept confidential
Deception
Only mislead participants if the researchers believe it is necessary for the efficacy of the study and IRB agrees
Confederate
An actor who is given a role to play in a study so that the social context can be manipulated
Debriefing
Explanation of a study that researchers provide to participants after the study is over
Little Albert(Watson)
Classical conditioning correlating sound to physical reaction experiment involving a baby, animals, and a hammer
Milgram Obedience Experiment
Psychology of obedience/authority using fake shock buttons, deception, and teachers
Stanford Prison Experiment
College students play cops and prisoners, which leads to a superiority complex and long-lasting physical and mental trauma
Central Tendency
Mean, median, mode
Frequency Distribution
A table that tallies the frequency of each response received
Measures of Variation
Range, Standard deviation
Bidmodal distributions
Distribution with 2 modes/peaks
Normal Distribution
bell shape, symmetric with the mean, median, and mode placed all at the center
Positively Skewed Distribution
Tail on the right, less values toward the higher numbers
Negatively Skewed Distribution
Tail on the left, less values at the lower numbers
Regression toward the mean
The tendency for extreme or unusual scores to fall back toward their average.
Standard Deviation
The average distance from the mean for a set of scores
Inferential Statistics
Numerical data that helps researchers provide certain solutions (inferences) about the population of interest based on ample data
Statistical Significance
The result is unlikely to be due to chance
Probability/ P-Value
Gives the difference between groups is due to chance rather than due to the manipulation of the independent variable
P Value Cut Off
0.05 or 5% of probability that the results occurred by chance
Effect Size
A statistical measure of the strength of the relationship between variables or the magnitude of a difference between 2 or more groups