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Psychology
The scientific study of cognition (mental or thought processes) and behavior
Empiricism
Careful observation and testing
Critical thinking
Examines assumptions, appraises the source, discerns hidden biases, evaluates evidence, and assesses conclusions.
Hindsight Bias
Tendency to believe, after learning the outcome, that one would have foreseen it. (“Oh I knew that would happen”)
Overconfidence
Humans tend to think we know more than we do.
Perceive order at random events
Natural eagerness to make sense of our world— we’re prone to perceive patterns, even where there aren’t any.
Conformation Bias
Tendency to search for information that supports our preconceptions and to ignore or distort contradictory evidence.
Peer reviewers
People who evaluate a scientist’s findings in a scientific journal, they evaluate the study’s theory originality, and accuracy.
Theory
Explanations that apply an integrated set of principles to organize observations.
Hypothesis
A testable prediction that is falsifiable (can be disproven with observation or experiment).
Operational definition
Carefully worded statements of exact procedures used in a study which allows others to replicate the study.
Sampling bias
May not accurately represent the broader population (convenience sampling might fall to this), flawed sampling process that produces and unrepresentative sample.
Stratified sampling
Increase the chances a sample represents the larger population which involves diving the population into subgroups based on shared characteristics then randomly selecting subsamples of the desired size from each subgroup.
Representative sample,
Every person in the population has an equal chance of selection, this allows researchers to generalize findings to the population.
Case study
One individual or group is studied in-depth in hopes of revealing things true of us all. (Good for rare cases where it’s difficult to get a large sample, detail. Bad for generalization, and there might be a bias in data collection, can’t determine cause and effect.)
Naturalistic Observation
Observing and recording behavior in natural environments without trying to manipulate and control the situation. (Good for 1st hand look and inspiration. Bad for chance of “demand characteristics” and different observers might reach different conclusions.)
Social desirability bias
People respond in ways they presume the researcher wishes.
Correlation
Statistical measure of a relationship between two factors, shows how well either factor/variable predicts the other (NOT cause and effect). Shown on a scatterplot.
Positive correlation
Increase/decrease together.
Negative correlation
Opposite direction
Correlation coefficient
Ranges from -1 to +1, measures the direction of the correlation and the strength (closer to 1/-1 stronger pos/neg correlation).
Illusory correlation
Perceiving a relationship where none exists.
Regression toward the mean
Tendency for extreme or unusual scores or events to fall back (regress) toward the average.
Directionality problem
Inability to tell which variable came first. (correlations)
Third Variable Problem
Possibility a third variable influences both variables. (correlations)
Experimentation
Research method in which a researcher manipulates one or more factors (independent variables) to observe the effect (dependent variables) on some behavior or mental processes.
Independent variable
The controlled or manipulated variable.
Dependent variable
The outcome that is measured.
Confounding variables
Any factor other than the independent variable that might influence the results of the study.
Experimental group
Group exposed to the independent variable.
Control Group
The comparison group that is not exposed to the independent variable.
Random assignment
Researchers randomly assign people to each group to minimize pre-existing differences between groups.
Single-Blind Procedure
The participants that are ignorant (blind) to whether or not they’ve received the independent variable. (accounts to subject bias)
Double-Blind Procedure
The research participants and data collectors don’t know who received the independent variable (accounts for experimenter bias/self-fulfilling prophecy).
Placebo effect
Experimental results caused by expectations alone; any effect or behavior cause by the administration of an inert substance that the recipient assumes is an active agent. (Solution is use a placebo group [placebo method])
Validity
The extent to which an experiment measures or predict what it’s supposed to.
Ex Post Facto (Quasi-Experimental) Study
When the independent variable is naturally occurring or has already occurred and random assignment is impossible.
Quantitative Research
Deals with numbers, can be measured (commonly used with correlational studies and experiments, needs large sample, it’s objective).
Qualitative research
In-depth narrative data, commonly used in case studies, naturalistic observations, and unstructured interviews. Better for understanding complex behaviors, however it’s subjective.
Behavior Labs in experimenters’ intention
Simplified reality doesn’t intent to recreate exact behaviors, seek to test theoretical principles (less specific, more broad behaviors)
Informed Consent
Researchers must obtain this from participants, first providing them with enough information about a study to enable a decision. (Only for 18+)
Informed Assent
Requirement that minors get informed and agree, but legal guardians must also provide consent.
Nonmaleficence
Ethical principle of not causing harm to others. (Participants info must be kept confidential)
Debriefing
Researchers must explain the research afterward to the participants, including any deception that occurred.
Institutional Research Boards (IRB)
People who review and approve research proposals under ethical standards.
Descriptive Statistics
Numerical data used to measure and describe characteristics of groups.
Histogram (Bar Graph)
Depicts Frequency (how often scores occur).
Central Tendency
Describe what’s “typical” (Mean, median, mode)
Mean
Average (outlier might drastically change this)
Median
Middle (outlier can’t really change this)
Mode
Most frequently occurring (there can be none of these or multiple (bimodal distribution) in a distribution) [used in nominal data]
Percentile Rank
Percentage of scores that are less than a given score. (78th percentile = scored better than 78% of people)
Measures of Variation
Show how similar or diverse scores are. (Range, Standard Deviation)
Range
Difference between highest and lowest scores (negatively impacted by extremes).
Standard Deviation
Computed measure of how much scores vary around the mean score. (Better when gauges are packed together or dispersed)
Normal Curve (Bell curve)
Symmetrical, bell-shaped curve that describes distribution of data. ( -1<SD> +1 = 68%, -2 < SD > +2 = 95%, -3 < SD > +3 = 99.7%)
Z-score
Tells us how typical a number is compared to other numbers in the data set. (Refers to how many SDs a particular data point is from the mean)
Positive Skew
Mean > Median
Negative Skew
Mean < Median
Inferential Statistics
Numerical data that allows one to generalize. (Gives the probability that sample data can be generalized to the population)
Statistical Significance
Statistical statement of how likely it is that a result (such as a difference between samples) occurred by chance. [Calculate p-value]
Effect Size
Strength of relationship between two variables
Replication crisis
Replications of many studies using the same methodology have failed, challenging the initial findings.
Meta-analysis
Studies that combine results of multiple studies.
Peer review
Before publications a process in which several other experts in the field read and recommend revisions to studies to ensure high quality publications.
Nature-nurture issue
To what extent do genes (nature) and experience (nurture) influence out psychological traits and behaviors?
Evolutionary Psychology
Seeks to examine how humans are alike due to their shared biology and evolutionary heritage. (Based on Charles Darwin theory of evolution)
Natural Selection
Traits contributing to better for survival will most likely be passed on to succeeding generations.
Behavior Genetics
Study human differences and weigh the effects and interplay of heredity and environment.
Genome
Shared genetic profile that makes us humans.
Genetic Predisposition
Increased chance of developing a specific trait due to one’s genetic code.
Identical (monozygotic) twins
Form a single fertilized egg that splits into two. “Nature’s clones” (share same genes, not same number of each)
Fraternal (dizygotic) twins
Form from separate eggs and only share about half of genes (same as any other sibling)
Gene Environment Interaction
Environments can trigger or block gene expression (Epigenetics studies)