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Critical Thinking
an analysis or “going deeper” by asking in depth questions to help deeper thinking
Critical Inquiry
exploring something in order to gain a deeper understanding
Hindsight Bias
“I knew it all along” phenomenon or the belief you could have predicted it all along just because you know the final result
Overconfidence
being more confident than you actually are which makes us think we know more than we actually know
Dunning Kruger Effect
rating abilities, accuracy, or skills higher than they actually are
Perceiving Order in Random Events
the tendency for our brains to look at some things as patterns or rules when really they occured by chance or coincidence
Scientific Method
self correcting process for observing ideas and analyzing (process of trial and error)
Peer Reviewers
other experts in the field who evaluate work that is published
Theory
creating/offering ideas from observations which explains behaviors; basically a prediction of what you think will happen
Hypotheses
predictions that need to tested/expierimented
Falsifiability
the question if the hypothesis can be proven false; used as a measure to see how strong the hypothesis is
Operational Definitions
scientists prevent bias by using measurable and precise of a more abstact/broad variable/concept
Replication
the recreation of a method in order to find new findings; can occur when people use precision and carefully worded statements
Case Study
examines one individual/group in depth to find answers about an entire population
Naturalistic Observation
recording/observing responses when a subject is in its natural environment; no interference
Descriptive Studies
describes behaviors and does not manipulate any variables
Survey
looks at many cases and asks people to share behavior and opinions
Social Desirability Bias
answering a question in order to please the overall opinions of society
Self-Report Bias
answering a question inaccurately or answering wrong because you can’t remember behavior
Sampling Bias
when a target group has a lower/higher chance of being chosen; unrepresentative of population
Convience Sampling
collecting information from a readily available group; unrepresentative of population
Population
all those who are being studied
Random Sampling
every person in the population has an equal chance of being chosen and fairly represents a population
Correlation
a measure of the extent to which 2 factors vary or predict one another
Correlation ______ Causation
Correlation Coefficient
statistical measure that helps identify how close two things vary; measured by the absolute value of the number (1.0 to -1.0)
positive = positive correlation
negative = inverse correlation
0 = no correlation
Variable
anything that can be measured
Positive Correlation
when variables fall/rise together
Negative Correlation
variables fall/rise inversely
Illusionary Correlation
when we believe there is a relationship we are more likely to perceive instances/facts that do not actually exist; jumping to conclusions
Experiment
a research method which variables are manipulated in order to find a result
Cause and Effect is determined by ______
Experimental Group
group that is receiving the treatment/being tested
Control Group
group that does not receive any treatment and is used to compare results
Random Assignment
giving people equal chance to be put into the experiment group or the control group
Single-Blind Procedure
when the participants do not know if they are receiving the treatment or not but the researchers know who is and isn’t; can cause placebo effect
Double-Blind Procedure
when the participants and researchers do not know who is receiving the treatment
Placebo Effect
a physical/mental change that participants experience after a person gets a fake treatment making them think it is working; gives results simply from expectations and beliefs
Independant Variable
the experiment variable or the one that is being altered
Dependant Variable
the variable/outcome when another variable is altered
Confounding Variable
a factor that is not apart of the ones being studied but it could affect the results
Valiaty
the extent to which the test/experiment predicts or measures what it is supposed to do
Quantitative
data that is measured numerically
Qualitative
data that is a in-depth narrative measuring
Ethics Code
a set of guidelines put in place and enforced by Institutional Review Board which protects participants of experiments from harm
What are the Ethics Codes?
1) obtain informed consent 2) protect from greater than usual harm 3) keep info. confidential 4) debrief results
Informed Consent
giving enough information about the study so the person can choose to participate
The Lancet Experiment
researcher falsely reported that vaccines did not work which led to people dying because they did not get vaccines
Deception
hiding information about of study (can be good/bad)
Statistical Illiteracy
reading a statistic incorrectly or not analyzing them
Descriptive Statistics
uses numerical data to measure and describe characteristics of groups; best showcases descriptive studies
Histograms
a type of descriptive statistic which shows the frequency of certain variables
Mode
most frequently occurring element
Mean
the average
Median
midpoint
Percentile Rank
percentage of score that are less than a given score
Skewed Distribution
scores that have extreme outcomes that skew their data/means
Range
the gap between the lowest and highest score
Standard Deviation
measure of how much scores vary around the mean score
Normal Distribution
symmetrical, bell shaped
Inferential Statistics
numerical data that allows inferences/generalization
Meta Analysis
analyzing results of other already performed studies
Effect Size
the strength of the relationship between 2 variables (larger = better explanation)
Generalizability
how well can we apply or extend results to a larger population