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critical thinking
Thinking that does not automatically accept arguments and conclusions, rather examines assumptions, appraises the source, discern hidden biases, evaluates evidence, in assesses conclusion
hindsight bias
Tendency to believe after learning an outcome that one would have foreseen it. i-knew-it-all-along Phenomenon
social desirability bias
Bias from people’s responding in ways, they presume a researcher expects or wishes
self-report bias
Bias when people report their behavior and Inaccurately
Sampling bias
Flawed sampling process that produces unrepresentative sample
experimental bias
Caused when researchers may unintentionally influence results to confirm their own belief
Peer reviewers
Scientific experts to evaluate research article’s theories originality, and accuracy
theory
Explanation using integrated set of principles that Organizes Observations and predicts behavior/events
hypothesis
Testable prediction implied by theory
falsifiable
Possibility than an idea, hypothesis, or theory can be disproving by observation/experiment
operational definition
A carefully worded statement of the exact procedures (Operation) Used in a research study. For example, human intelligence may be operationally defined as what an intelligence test measures. A.k.a. operationalization
replication
Repeating the essence of a research study, usually indifferent situations, to see whether the basic finding can be reproduced
case study
Non-experimental technique in which one individual or group is studied in depth and hope of revealing universal principles
naturalistic observation
Non-experimental technique of observing and recording behavior in a naturally occurring situation without trying to manipulate and control situation
Survey
Non-experimental technique for obtaining self-reported behaviors of particular group, usually by questioning representative, random sample of group
Random sample
Sample that fairly represents population Because each member Has equal chance of inclusion
population
All those in a group being Studied, from which random samples may be drawn
correlation
A measure of extent to which two factors vary together in thus of how well either factor predicts the other
Correlation coefficient
Statistical index of the relationship between two variables (-1.00 to +1.00)
variable
Anything that can Very, and is feasible and ethical to measure
scatter plot
A graph cluster of dots, each of which represents the value of two variables. The slow, the point suggest the direction of the relationship between two variables. The amount of scatter suggest the strength of the correlation.
illusory correlation
Perceiving a relationship where none exists, or perceiving a stronger than actual relationship
regression towards the mean
Tendency for extreme or unusual scores or events to fall back, progress, toward the average
experiment
Of research method in which an investigator manipulates one or more factors, independent variable, to observe the effect on some behavior or mental process, the dependent variable,. Five random assignment of participants, the experiment aims to control other relevant factors
experimental group
In an experiment, the group is exposed to the treatment-That is, to one version of the independent variable
Control group
In an experiment, the group not exposed to the treatment; contrast with the experiment group and serves as a comparison for evaluating the effect of the treatment
Random assignment
Assigning participants to experimental and control groups by chance, thus minimizing pre-existing differences between the different groups
Single blind procedure
An experimental procedure in which the research participants are ignorant, blind, about whether they have received the treatment or a placebo
double blind procedure
In experimental procedure in which both the research participants and the researcher staff are ignorant, blind, about whether the research participants have received the treatment or a placebo. Commonly used in drug evaluation studies.
placebo
I shall please in Latin
Placebo effect
Experimental results Caused by expectations alone; any effect on behavior caused by the administration of inert Substance or condition, which the recipient assumes is an active
independent variable
In an experiment, the factor that is manipulated; the variable whose effect is being studied
Confounding variable
In an experiment, the factor other than the factor of being studied that my influence a study’s results
Dependent variable
In an experiment, the outcome that is measured; the variable that may change when the independent variable is manipulated
validity
The extent to which a test or experiment measures or predict what it is supposed to do
quantitative research
A research method that relies on quantifiable, numerical data
qualitative research
Research method that relies on in depth, narrative data that are not translated into numbers
informed consent
Giving potential participants enough information about a study to enable them to choose whether they wish to participate
debriefing
The post experimental explanation of a study, including its Purpose and any deceptions, to its participants
descriptive statistics
Numerical data used to measure and describe characteristics of groups; include measures of central tendency and measures a variation
histogram
A paragraph depicting a frequency distribution
Mode
The most frequently occurring Score in a distribution
mean
Arithmetic average of a distribution, obtained by adding the scores and then dividing by the number of scores
median
The middle score in a distribution; half the scores are above it And half Are below it
percentile rank
Percentage of scores that are lower than a given score
skewed distribution
Representation of scores that lack symmetry around their average value
range
Difference between highest and lowest scores in a distribution
Standard deviation
Computed measure of how much scores vary around the main score
normal curve
A symmetrical, bell shaped curve that describes the distribution of many types of data; most courses fall near the mean, about 68% Fall within One standard deviation of it, and fewer and fewer scores live near the extreme. A.k.a. a normal distribution
Inferential statistics
Numerical data that allow one to generalize-To infer from sample data, the probability of something being true of a population
meta-analysis
A statistical procedure for analyzing the results of multiple studies to reach an overall conclusion
statistical significance
Statistical statement of how Likely it is that a result, such as a difference between samples, occurred by a chance, assuming there is no difference between the population being study
effect size
Strength of the relationship between two variables. The larger than effect size, the more one variable can be explained by the other.