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unit 0 vocab
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Critical Thinking
Directed, problem-focused thinking where the individual tests ideas or solutions for errors
Skepticism
An attitude of questioning, disbelief, or doubt
Curiosity
The impulse/desire to investigate, observe, or gather information
Humility
The quality of being humble, characterized by a low focus one’s self, an accurate sense if one’s accomplishments/worth, and a sense of one’s imperfections/mistakes
Hindsight bias
The tendency after an event has occurred, to overestimate the extent to which the outcome could have been foreseen
Confirmation Bias
The tendency to gather evidence to prove your beliefs right and dismissing evidence that proves your beliefs wrong
Overconfidence
a cognitive bias where a person's subjective confidence in their own ability, judgment, or knowledge is greater than their objective, actual performance
Peer reviewers
The evaluation of work done by experts
Hypothesis
A testable proposition about some facts, behaviors, or relationships (which are usually based on theory)
Falsifiable
A statement, hypothesis, or theory can be shown to be false by an observation, experiment, or evidence
Operational definition
A description of something in terms of operations/procedures in which it could be observed and measured
Case study
An in depth investigation of a single individual, family, event, or other entity
Meta analysis
A statistical method that combines the numerical values of multiple independent studies to find a single, overall result
Naturalistic Observation
Data collection in a field setting, without laboratory controls or manipulation of variables
Survey
A study where a group of participants is selected from a population and data about those participants are collected
Social desirability bias
The tendency of people to give socially acceptable answers instead of telling the truth
Self-reported bias
An error that happens when people give inaccurate information about themselves during surveys, interviews, or tests
Experimenter bias
An intentional or unintentional way a researcher’s expectations, beliefs, or desires can skew the results of an experiment
population
the total number of individuals (humans or other organisms) in a given geographical area
Sample
A smaller, manageable subset if people chosen from larger target population to participate in a study
Sampling bias
A systematic error that occurs when a researcher chooses study participants in a way that does not fairly represent the entire target population
Random sampling
A process for selecting a sample of study participants from a larger potential group of eligible individuals
Convenience sampling
Any process for selecting a sample of individuals or cases that is neither random nor systematic but is governed by chance or ready availability
representative sampling
A selection of study participates from a larger population in an unbiased way, when that sample obtained accurately reflects the total population
Experimental methodology
research method used to find cause and effect relationships by changing one variable and measuring the change in another
Non experimental methodology
research method that measures and observes variables as they occur naturally eith no manipulations to any of them
Correlation
the degree of a relationship between 2 variables
Correlation coefficient
a single number between +1.0 and -1.0 that tells you how strongly two variables are related (+1 is a positive relationship and -1 is a negative relationship)
Third variable problem
occurs when an unmeasured factor (third variable) causes a change in two other variables making them seem correlated not they actually are not
Scatterplot
A graph that uses dots to represent the values of two quantitative variables
regression toward the mean
A statistical phenomenon where an extreme result or score on the first measurement tends to be closer to the overall average (the mean) when measured a second time
Experiment
A series of observations conducted under controlled conditions to study a relationship with the ideas of drawing inferences
Experimental group
A group of participants who are exposed to the IV being tested
Control group
The participants in an experiment who don’t receive the IV being tested
Independent variable (IV)
A factor in an experiment that gets purposely manipulated
Dependent variable (DV)
The variable that changes due to the IV
Random assignment
The process of using chance (coin flip) to place participants into different groups for an experiment
Single blind procedure
A research method where the participants don’t know whether they are in the experimental group or control group
Double blind procedure
Research method where neither the participant nor the experimenter know who is receiving the real or fake treatment
Placebo
A fake treatment (sugar pill) that has no actual medical affect
Placebo effect
A response to the fake treatment based on expectation or beliefs regarding the treatment
Confounding variable
unmeasured extra factor that influences both the cause and effect in an experiment (can make things seem correlated even if they aren’t)
Experimenter bias
An intentional or unintentional way a researcher’s expectation, beliefs, or desires skew the results
Quantitative research
Research involving numerical measurements/observations to analyze data
Qualitative research
Method of research that is non numerical and uses descriptive observation
Likert scales
A rating scale in surveys to measure people’s attitudes, opinons, or feelings
Non human (animal) research
The use of animals in scientific studies to test behaviors, hypotheses, etc without risking humans
Instituional review
an independent committee that reviews, approves, and monitors research involving humans
Informed consent
A person’s agreement to participant in an experiment on the basis of their understanding of its risks or benefits
Informed assent
an agreement given by a minor to participant in a research study
Protect from harm
ethical principle in research stating that participants must not indure physical injuries/ long term negative effects during the study
Confidentiality
Principle requires that personal data collected must be kept private
Research confederates
An actor in an experiment who pretends to be a real participant but is actually a researcher
Debriefing
Fully explaining the purpose of an experiment during or after the experiment
Descriptive statistics
numerical data used to measure and describe characteristics of a group
Measure of central tendency
A single summary value that describes the center or typical score of a data set
Mode
The most frequent occurring number in a set of data
Mean
The numerical average of a set of scores by adding all the numbers and then dividing them by the amount of numbers in the data set
Median
The middle score in the distribution
Percentile rank
The percentage of scores that are lower than the given score
Positive skew
Occurs when a data set’s distribution has a long extending line toward the higher number on the right side of the graph
Negative skew
occurs when data sets have a long extending line toward the lower number on the left side of the graph
Measures of variation
Describes how spread out of scattered the scores are in a data set relative to its center
Range
The difference between the highest and lowest scores in the distribution
Standard deviation
A computed measure of how much scores vary around the means score
Normal curve
A symmetrical, bell shaped graph that describes the distribution of ,many types of physiological and real world data
Bimodal distribution
frequency distribution with two distinct peaks indicating two separate high frequency values in a data set
inferential statistics
refers to techniques that use data from a sample to make generalizations, draw conclusions, or predictions about larger populations
meta-analysis
statistical method that combines the numerical results of multiple independent studies to find an overall result
Statistical sugnificants
A determination that a research result or relationship between variables is unlikely to have occurred by random chance
Effect size
A quantitative measure of the magnitude, strength, or practical importance of a research result