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critical thinking
A method of smart thinking that examines assumptions, appraises the source, looks for hidden biases, evaluates evidence, and assesses conclusions.
hindsight bias
also known as the “I knew it all along phenomenon”, it is the idea that when presented a conclusion, we believe that the an end result was obvious or very likely from the beginning, even if it was not.
peer reviewers
other scientists or experts who evaluate a new scientific paper, by looking at the study’s theory, originality, and accuracy
theory
An idea that explains behaviors or events by offering ideas that organize observations. It summarizes hypotheses and empirical data.
Hypotheses
Educated predictions that specify which results would support a given theory or disconfirm it.
Falsifiability
The ability of a hypothesis to be disproved, which is a measure of its scientific strength. If a hypothesis is unable to be theoretically proven wrong, it is not usable.
Operational Definitions
Precise measurable definitions of term specific to the study in which it is being used. It allows for peer reviewers to exactly replicate the experiment for the purpose of confirming the studies results.
Replication
The process of recreating a study to confirm its results
Case Study
A study which examines one individual or group in depth in the hope of revealing things true of us all.
Naturalistic Observations
A non-experimental study that involves recording responses in natural environments.
Survey
A study that asks people to report their own behavior or opinions.
Social Desirability Bias
A bias that occurs when survey recipients answer questions in way they think will please the researchers or is more socially accepted.
Self-Report Bias
When people don’t accurately report or remember their behaviors.
Sampling Bias
The bias that occurs when a study generalizes from a small or unrepresentative sample to the population as a whole.
Random Sample
A sample that fairly represents a population because each member has an equal chance of inclusion.
Population
All those in a group being studied, from which samples can be drawn.
Correlation
When two variables are related in some way, often meaning they can predict each other to some extent or vary together.
Correlation Coefficient
A numerical measure of how correlated two variables are.
Variables
Any characteristic or thing that can vary (and is feasible and ethical to measure)
Scatterplots
A graphed cluster of dots, each of which represents the values of two variables. The slope of the points suggests the direction of the relationship between the two variables. The amount of scatter suggest the strength of the correlation (little scatter indicates high correlation)
Illusory Correlation
Perceiving a relationship when none exists, or perceiving a stronger relationship than exists.
Regression Toward the Mean
The tendency for extreme or unusual scores or events to fall back toward the average.
Experiment
A research method in which an investigator manipulates one or more factors (independent variables) to observe their effect on some behavior or mental process (dependent variable). By random assignment of participants, the experimenter aims to control other relevant factors.
Experimental Group
The group which receives the treatment.
Control Group
The group which does not receive the treatment
Random Assignment
The process of assigning participants to experimental and control groups by chance, thus minimizing preexisting differences between the different groups.
Single blind procedure
Patients are uniformed as to who is receive the placebo, but researchers know
double-blind procedure
both patients and researchers are uniformed as to who is receiving the placebo
placebo effect
the phenomenon of just thinking you’ve received a treatment actually increasing health, reducing pain, or generally having the effect of an actual treatment
Independent variable
The variable that is being manipulated so that researchers can measure its effect on the dependent variable
Confounding variables
Other factors that could potentially influence a study’s results
Experimenter Bias
when researchers accidentally sway results to confirm their own beliefs
Dependent variable
The variable being measured to determine the independent variable’s effect on it.
Validity
A quality of an experiment that means the experimental design really tests what the experiment aims to.
Quantitative research
Research using numerical data to represent degrees of a variable
Qualitative research
Research that rely on in-depth, narrative data.
Informed Consent
Agreement where patients have been given enough information to make a decision about whether they’d like to participate or not.
Debrief
The act of explaining research afterwards to participants, including temporary deception
Descriptive Statistics
Numerical data used to describe a group
Histogram
A bar graph depicting frequency distribution
Mode
The most repeated number in a set of data
Mean
The average, determined by summing all the data points and dividing that by the number of total data points.
Median
The number occurring right in the middle if data points are ordered from highest or lowest. The 50th percentile number.
Percentile Rank
A numerical representation of the percentage of scores below a given score.
Skewed
When distribution is made lopsided by a few outlier data points.
Range
The distance between the highest and lowest scores.
Standard Deviation
A computed measure of how much scores deviate from the mean.
Normal Curve
A bell-shaped distribution that occurs very frequently in nature.
Inferential Statistics
Numerical data that allows us to generalize or extrapolate some characteristic of a population from a sample.
Statistically Significant
When the chance of certain experimental results being due to chance being so low that is very likely explained by the alternate hypothesis and not the null hypothesis.
Meta-Analysis
Procedure of analyzing the statistical results of many studies to make a generalization.
Effect Size
The strength of the relationship between to variables or the the strength of a statistically significant phenomenon’s effect on the population.