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Replication
Repeating a research study to see if you get similar results with different people or situations. If the results are similar, it increases confidence that the original finding is reliable.
Naturalistic observation
Observing and recording behavior and naturally occurring situations without trying to manipulate and control the situations
Critical thinking
Thinking that does not blindly accept arguments and conclusions rather it examines assumptions the certain values and evaluate evidence and assess conclusions
Hindsight bias
The tendency to believe after learning an outcome that one would have seen it
Peer reviewers
Experts who check a research study to make sure it is accurate, valid, and well done.
Theory
An explanation that organizes observations and predicts behaviors or events.
Hypothesis
A testable prediction often implied by a theory
Operational definition
A carefully worded statement of the exact procedures used in a research study
Key elements of scientific attitude
Curiosity: asking questions
Skepticism: sifting reality from fantasy and demanding evidence
Humility: accepting incorrect predictions
Case study
Studying one person or group in detail to learn more about general principles.
Survey
The collection of data by having people answer a series of questions
Social desirability bias
A tendency to give socially approved answers to questions about oneself
Overconfidence
Being more confident in your beliefs or judgments than you should be; thinking you know more than you actually do.
Receiving order in random events(Clustering illusion)
Seeing patterns where there aren’t any. Ex.Thinking 5 heads in a row is less likely than a mix of heads and tails when flipping a coin.
Sampling bias
A problem that occurs when a sample is not representative of the population from which it is drawn
Falsifiable
The possibility that an idea, hypothesis or theory can be disproving by observation or experiment
Self-report bias
Inaccurate or distorted answers on surveys because of things like wanting to look good, poor memory, or misunderstanding questions.
Random sample
Method of selecting from a population in which each person has a equal probability of being selected
Population
A group of individuals that belong to the same species and live in the same area
Correlation
A measure of the extent to which two factors vary together and thus of how well either factor predict the other
Correlation coefficient
A statistical index of the relationship between two things
Variable
A factor that can change
Scatter plot
A graft cluster of dots Each of which represent represents the values of two variables
Negative correlation
As one variable increases the other one decreases
Positive correlation
Both variables moving the same direction whether they’re up or down
Illusionary correlation
Proceeding a relationship with none exist, or perceiving is stronger than actual relationship
Regression towards the mean
Extreme or unusual results tend to return closer to the average over time. Ex. After a player has a lucky streak and scores a lot, they usually return to their normal scoring level.
Experiment
A research method where a researcher changes one or more factors to see how they affect behavior or mental processes.
Experimental group
The group that is exposed to the treatment
Control group
The group that does not receive experimental treatment
Random assignment
Putting participants into experimental or control groups by chance to make the groups as similar as possible.
Placebo effect
When someone’s expectations cause a change in their behavior or symptoms, even though they received an inactive treatment.
Single blind procedure
Research design in which participants don’t know whether they are in the experimental or control group
Double blind procedure
Neither the participants nor the researchers know who receives the real treatment or the placebo.
Ex. In a new medicine study, some patients receive the real medicine and others receive a placebo. Neither the patients nor the doctors know who received which until the study is over.
Confounding variable
Something besides what the researcher is testing that could affect the results.
Ex.Testing whether a new study app improves grades, but some students also study more outside of the app. The extra studying could affect their grades.
experimenter bias
The influence of the experimenter expectation on the outcome of the research
Validity
The extent to which a test measured or predict what is supposed to
Quantitative research
Research that collects and reports data Primarily in numerical form
Qualitative research
Research that relies on what is seen in field or naturalistic settings more than on statistical data
Informed consent
An ethical principle that research participants be told enough to enable them to choose whether they wish to participate
Debriefing
The pulse experimental explanation of a study, including its purpose in any deceptions to its participants
Descriptive statistics
Statistics that summarize the data collected in a study
Histogram
A graph of vertical bars representing the frequency distribution of a Set data
median
The middle number
Mode
The most frequently occurring scores in a distribution
Mean
Average
Standard deviation
How much score is very around the Mean score
Percentile rank
The processes of scores below a specific score in a distribution of scores
skewed distribution
A representation of scores that like symmetry around their average value
Normal curve(Normal distribution)
A bell-shaped curve where most scores are close to the average (mean), while fewer scores are found at the extreme high or low ends. ( abt 68 fall within one standard deviation of it)
Influential statistics
Data that helps researchers use a sample to make conclusions about a larger population.
Meta-analysis
Combining the results of many different studies to get a stronger overall conclusion.
“A study of studies”
Statistical significance
A measure of how likely it is that a result happened by chance rather than because of what was being studied.
“Was the result real or good luck?”
Affect size
How strong the relationship or difference is between two or more variables.