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Theory
Well-developed set of ideas that propose an explanation for observed phenomena
Ecological validity
Extent to which research findings from a controlled setting can be generalized to real-world situations and everyday life
Statistical analysis
Determines how likely any difference between experimental groups is due to chance
Placebo effect
People's expectations or beliefs influencing or determining their experience in a given situation. E.g. Someone was told their sprite had alcohol, so they start acting drunk
Inter-rater reliability
Measure of agreement among observers on how they record and classify a particular event.
Inductive reasoning
Conclusions are drawn from observations. E.g. I slipped on bananas six times today, so I’ll probably slip a seventh time
Illusory correlation
Seeing relationships between two things when in reality no such relationship exists
Experimenter bias
Researcher expectations skew the results of the study
Illusory correlation
Seeing relationships between two things when in reality no such relationship exists
Deductive reasoning
Results are predicted based on a general premise. E.g. I swallowed the food, so it’s in my stomach 🤓
Cross-sectional research
Compares multiple segments of a population at a single time
Confirmation bias
Tendency to ignore evidence that disproves ideas or beliefs
Attrition (in research)
Reduction in number of research participants as some drop out of the study over time. E.g. 100 participants to 1
Hypothesis
Tentative and testable statement (prediction) about the relationship between two or more variables. Is falsifiable
Observer bias
Tendency of observers to not see what is there, but instead see what they expect or want to see
Belief bias
Tendency to judge arguments based on pre-existing beliefs rather than their logical strength
Ways to reduce bias in experiments
Define concepts by particular procedures (not pre-existing beliefs)
Blind studies
Random selection
Random selection (in samples)
Population members are equally likely of being included. Achieves representativeness and ensures unbiased date
Naturalistic observation
Research method where scientists observe subjects’ behaviors in their real-world environments without interference. E.g. spying on monkeys prance in the jungle
Survey
Method of gathering information from a group of individuals by asking them questions
Archival research
Research using past records or data sets to answer various research questions, or to search for interesting patterns or relationships
Quasi experiment
Research study that attempts to establish a cause-and-effect relationship without random assignment. Participants are grouped based on non-random criteria (e.g., pre-existing groups like classrooms or hospitals).
Longitudinal study
Tracks the same group of individuals repeatedly over an extended period (months, years, decades) to observe changes
Correlation
Statistical measure showing how two variables relate. E.g. higher temperatures and increased ice cream sales
Correlation coefficient
Number from -1 to +1, indicating the strength and direction of the relationship between variables, usually represented by r
Positive correlation
Two variables change in the same direction, both becoming either larger or smaller
Negative correlation
Two variables change in different directions, with one becoming larger as the other becomes smaller
What is the best way to answer causal questions?
Perform an experiment
What is the best way to figure out relationships between variables?
Descriptive research (e.g. correlational and/or longitudinal) is often best, since it reduces bias
Randomized Controlled Trial (RCT)
Experiment where
Participants are randomly assigned to groups
One variable is manipulated
A second variable is measured (often dependent)
Independent varibale
Variable that is influenced/controlled by the experimenter. Ideally the only important difference between the experimental and control group
Dependent variable
Variable that the researcher measures to see how much effect the independent variable had
Confounding variable
Unanticipated outside factor that affects both variables of interest, often giving the false impression that changes in one variable causes changes in the other variable
Why are quasi experiments not good at identifying causal relationships?
Because they lack random assignment, leading to selection bias and confounding variables that can create false causal links
Longitudinal research
Research that measures variables at one time point and again in the future. It’s moderately good at identifying evidence of cause
Bayesian thinking
Way of thinking that combines initial understanding with new evidence, to form a more refined belief. E.g. changing your stance on certain drugs based on evidence and research
Empirical evidence
Objective, tangible evidence obtained through sense experience or experimental procedure. It is often reliable, objective, and verifiable
Straw man fallacy
Exaggerating another’s argument to make it easier to attack. E.g. “we should add security cameras” becomes “so you don’t trust your neighbors?”
Signs of avoidance of evidence in self and others
Accusing wrong motive, low IQ
Using insulting labels
Focusing on feelings
Straw man fallacy
Lysenkoism
Campaign led by Trofim Lysenko, rejecting natural selection for Lamarckian-style beliefs. Suggested seed planting in snow, rotting them
Peer-reviewed journal article
Article revised by scientific experts who help refine content before publication
Importance of replication in experiments
Ensures results are reliable and trustworthy, proving that findings are not chance occurences
Institutional Review Board (IRB)
Committee of administrators, scientists, and community members that reviews proposals for research involving human participants
Informed consent
Process of informing a participant about what to expect in an experiment and then obtaining their consent to participate
Deception (in research)
Purposely misleading participants to maintain the integrity of the study. Surprisingly infrequent
Debriefing (in research)
Participants are told more complete and truthful information after study
Why are animals good substitutes for humans in psychological research?
Because their basic processes are often similar to those in humans, and because it would be unethical in human participants
Institutional Animal Care and Use Committee (IACUC)
Committee of administrators, scientists, veterinarians, and community members that reviews proposals for research involving non-human animals
In the Schwartz reading on stupidity, the author talks about a friend who dropped out of graduate school because ________________________
It made her feel stupid
Jane Gooddall
Anthropologist who contributed to our understanding of chimpanzee behavior in the wild, using naturalistic observation
A(n) ___________________ is a description of how the researchers will measure the variables of interest
Operational definition
Which research design will allow cause-and-effect conclusions?
The ability of a research study or psychological instrument to consistently produce a given result is called ____________
Reliability
A(n) _________________ is a well-developed set of ideas that proposes an explanation for observed phenomena
Theory