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Heuristic
Mental shortcut or rule of thumb that helps us streamline our thinking
Random Selection
Ensures every person in a population has an equal chance of being chosen to participate
Evaluating Measurements
Reliability - Consistency of measurements
Validity - Extend to which a measure assesses what it claims to measure
If something is reliable, it could be valid, but if it is not valid it cannot be reliable
Naturalistic Observation
Watching behaviors in a real world setting, without manipulating the situation
High in âExternal Validityâ - extent to which we generalize findings to the real world
Low in âInternal Validityâ - Extend to which we can draw a cause and effect inference from a study
-Subjects know theyâre being watched, which may obscure the results
-Helps describe the psychological world
Case Study
Research design that examines a group in depth. Provides âexistence proofsâ, which is a demonstration a rare psychological phenomenon can occur.
Disadvantage - hard to infer an actual cause - and effect due to a lack of control and limited generalizibility
-Helps describe the psychological world
Self-Report Measures
Assessing oneâs own personality/attitude/behavior
Advantage:
-Reports of traits and behaviours works well
-Easy to Administer
Disadvantage:
-Assumes people possess enough insight into their own personality
Responders may not be honest (response sets)
Interrater
Measure of consistency between multiple raters
Response Sets
Tendency of research participants to distort their response to questionnaire items. Two types;
-Tendency to answer questions in a socially desirable way
-Tendency to make ourselves appear psychologically disturbed
Confounds
Variable not under study that affects both the independent or dependent variables, causing mistaken conclusions
Correlation Design
Research design that examines the extent to which two variables are associated
-Allows us to generate predictions
Illusory Correlation
Perception of correlation between two variables where none exists, occurs due to âone sided eventsâ, such as remembering when something worked and forgetting when it didnât
Ethical Considerations
Informed Consent
Deception - must be justified
Do the benefits outweigh the risks
Is the harm minimized
Culturally appropriate
Participants debriefed at the end (deception corrected)
Placebo and Nocebo Effect
Placebo - improvement resulting from an expectation of improvement
Nocebo - Harm resulting from the expectation of harm
Experimenter Expectancy Effect
Researcherâs hypothesis leads them to unintentionally bias the outcome of a study, can be counteracted through a âdouble-blindâ experiment (both researchers and participants donât know whoâs in which group)
Demand Characteristics
Cue that participants pick up from a study that allows them to generate guesses regarding the researcherâs hypotheses
Descriptive Statistics
Numerical characterizations that describe data via âcentral tendencyâ.
Uses mean, median and mode
Range and Standard Deviation
Range - difference between highest and lowest scores
Standard Deviation - average amount an individual data-point differs from the mean
Inferential Statistics
Mathematical method to allow us to determine if we can generalize findings from a sample to the population
Systems of Thinking
Introduced by Kahneman
System 1 Thinking - Use of intuitive thinking, which is fast and reflexive, based on âgut feelingsâ and utilizes heuristics
System 2 Thinking - âanalyticalâ, slow and reflective method, takes mental effort
Reproducibility and Replicability
Reproducibility - Ability to review and reanalyze data from a stdy and find exactly the same result
Replicability - Replication of an experiment to find the same result
Rating Data
Observers rate the person in question. Helps circumvent issues with self report measures since observers may not have the same âblind spotsâ as those theyâre rating.
Drawback, Halo Effect - tendency of ratings of a single postiive characteristic to influence ratings of other characteristics to be positive
Sharpening and Levelling
Sharpening - Tendency to exaggerate the message of a study
Levelling - Tendency to minimize less central details
Spurious Correlations
Variables that mathematically move together, but there is no actual relationship between them.
Could be caused by a 3rd variable
Experimental Design
Creates specific conditions or treatments to test a hypothesis, and randomly assigns people to them.
Operational definitions, working definition of what is being measured, must be defined
Two Key Components;
-Random assignment of participants into groups
-Manipulation of independent variable
Between-Subjects Design
Different groups assigned to the control or experimental condition
Within-Subjects Design
Each participant acts as their own control