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Psychology
the science of behavior and mental processes
Critical Thinking
examines assumptions, appraises the source, discerns hidden biases, evaluates evidence, and assesses conclusions
hindsight bias
the tendency to believe, after learning an outcome, that one would have foreseen it
Confirmation Bias
peoples tendency to process information by looking for, or interpreting information that is consistent with their beliefs
Overconfidence
Exaggerate Correctness or accuracy of our beliefs and predictions
Cultural Norms
Shared expectations and rules that guide behavior within a society
Peer Reviewers
Experts who evaluate a theory, originality, and accuracy
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
Falsifiable
able to be disproven by experimental results
Operational Definition
a carefully worded statement of the exact procedures used in a research study
Replication
repeating the essence of a research study, usually with different participants in different situations, to see whether the basic finding extends to other participants and circumstances
Case Study
A non-experimental technique in which one individual or group is studied indpeth to reveal something
meta-analysis
a procedure for statistically combining the results of many different research studies
Naturalistic Observation
non-experimental method; research in which subjects are observed in their natural environment
Survey
A non-experimental technique for obtaining the self reported attitudes or behaviors of a particular group
Social Desirability Bias
People answering in a way that they think will please the researcher
Self-Report Bias
bias when people report their behavior inaccurately
Experimenter Bias
a phenomenon that occurs when a researcher's expectations or preferences about the outcome of a study influence the results obtained
Population
All those in a group being studied
Sample
a subset of the population
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
Convenience Sampling
choosing individuals who are easiest to reach
Representative Sample
randomly selected sample of subjects from a larger population of subjects
Generalizability
the extent to which we can claim our findings inform us about a group larger than the one we studied
Experimental Methodology
Direct way to test a hypothesis about a cause-effect relationship between factors
non-experimental methodology
research that lacks the manipulation of an independent variable, random assignment of participants to conditions or orders of conditions, or both.
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 -1 to +1)
Positive Coefficient
Direct Relationship
Negative Coefficient
Indirect Relationship
Variable
Anything that can vary and is feasible and ethical to measure
Scatterplot
a graphed cluster of dots, each of which represents the values of two variables
Illusory Correlation
the perception of a relationship where none exists
directionality problem
we don't know why they are related we just know that they are
Third Variable Problem
A problem that occurs when the researcher cannot directly manipulate variables; as a result, the researcher cannot be confident that another, unmeasured variable is not the actual cause of differences in the variables of interest.
Regression Toward the mean
the tendency for extreme or unusual scores to fall back toward their average.
Experiment
A research method in which an investigator manipulates one or more factors to observe the effect on some behavior or mental process
Expiremental Group
group exposed to treatment
Control group
Not exposed to treatment
Independent Variable
variable that is manipulated
Dependent Variable
Outcome measured
Random Assignment
Assigning Partcipants to expiremental and control groups by chance
Single-Blind Procedure
research design in which participants don't know whether they are in the experimental or control group
Double-blind Procedure
an experimental procedure in which both the research participants and the research staff are ignorant (blind) about whether the research participants have received the treatment or a placebo. Commonly used in drug-evaluation studies.
Placebo
A harmless pill, medicine, or procedure prescribed more for the psychological benefit to the patient than for any physiological effect.
Placebo effect
the phenomenon in which the expectations of the participants in a study can influence their behavior
Confounding variable
a factor other than the factor being studied that might influence a study's results
Quantitative Research
Methods using numerical data to represent degrees of a variable
Qualitative Research
In-depth narrative data
Likert Scale
Where questionarie responses fall on a continuum
Institutional review
process of examining studies for ethical concerns by a committee of peers
Informed consent
giving potential participants enough information about a study to enable them to choose whether they wish to participate
Informed Assent
Participant's agreement to participate in the absence of full understanding
Commonly applies to individuals who have not attained legal majority and/or capacity
Protect from harm
Participants should be free from physical and psychological harm in research
Confidentiality
the act of holding information in confidence, not to be released to unauthorized individuals
Deception
misleading participants about the true purpose of a study or the events that will actually transpire
Research Confederates
poses as a participant but whose behavior is rehearsed prior to the experiment
Debriefing
the postexperimental explanation of a study, including its purpose and any deceptions, to its participants
Descriptive Statistics
numerical data used to measure and describe characteristics of groups. Includes measures of central tendency and measures of variation.
Measure of Central Tendency
a single score that represents a whole set of scores (mean, median, mode)
percentile rank
the percentage of scores below a specific score in a distribution of scores
skewed disribution
a representation of scores that lack symmetry around their average value
Positive Skew
mean > median
Negative Skew
Mean < median
Biomodal Distribution
A distribution (of opinions) that shows two responses being chosen about as frequently as each other. 2 modes
Measures of variation
range and standard deviation
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
inferential statistics
numerical data that allow one to generalize- to infer from sample data the probability of something being true of a population
Normal Curve
the symmetrical bell-shaped curve that describes the distribution of many physical and psychological attributes. Most scores fall near the average, and fewer and fewer scores lie near the extremes.
statistical significance
a statistical statement of how likely it is that an obtained result occurred by chance
Effect size
the magnitude of a relationship between two or more variables