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critical thinking
thinking that does not automatically accept arguments and conclusions, but rather examines assumptions, appraises the source, discerns hidden biases, evaluates evidence, and assesses conclusions
hindsight bias
the tendency to believe, after learning an outcome, that one would have foreseen it
peer reviewers
scientific experts who evaluate a research article’s theory, originality, and accuracy
theory
an explanation using an integrated set of principles that organizes observations and predicts behaviors and events
hypothesis
a testable prediction, often implied by a theory
falsifiable
the possibility that an idea, hypothesis, or theory can be disproven by observation or experiment
operational definition
a carefully worded statement of the exact procedures used in a research study
replication
repeating the essence of a research study, usually with different participants in different situations, to see whether the basic finding can be reproduced
case study
a non-exp technique in which one indv or group is studied in depth in the hope of revealing universal principles
naturalistic observation
a non-exp technique of observing and recording beh in nat occurring sitc’s w/out trying to manipulate or control the sitc
survey
a non-exp technique for obtaining the self-reported attitudes or beh’s of a particular group, usually by questioning a representative, random sample of the group
social desirability bias
bias from ppl’s responding in ways they presume a researcher expects or wishes
self-report bias
bias when ppl report their beh innaccurately
sampling bias
a flawed sampling process that produces an unrepresentative sample
random sample
a sample that fairly reps the pop bc each member has an = chance of being chosen
population
all those in a group being studied
correlation
a measure of the extent to which two factors vary together, and thus of how well either factor predicts the other
correlation coefficient
a statistical index of the relationship betw 2 variables (from -1.00 to +1.00)
variable
anything that can vary and is feasible and ethical to measure
scatterplot
a graphed cluster of dots, each which represents the values of two variables…the slope of the pts suggests the direction of the relationship betw 2 the variables…the amt of scatter suggests the strength of the correlation
illusory correlation
perceiving a relationship where none exists, or perceiving a stronger-than-actual relationship
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 variables to observe the effect on some beh or mental processes
experimental group
in an exp, the group exposed to the treatment
control group
in an exp, the group NOT exposed to the treatment
random assignment
assigning participants to exp and control groups by chance, thus minimizing preexisting diff’s betw the 2 groups
single-blind procedure
an exp procedure in which the research participants are ignorant abt whether they have received the treatment or a placebo
double-blind procedure
an exp procedure in which both the research staff and the research participants are ignorant abt whether the participants have received the treatment or a placebo
placebo effect
exp results caused by expectations alone…any effect on beh caused by the admin of an insert substance or condition, which the recipient assumes is an active agent
independent variable
in an exp, the factor that is manipulated
dependent variable
in an exp, the outcome that is measured
validity
the extent to which a test or exp measures or predicts what it is supposed to
quantitative research
a research method that relies on quantifiable, numerical data
qualitative research
a research method that relies on in-depth, narrative data that are not translated into numbers
informed consent
giving potential participants enough info Abt a study to enable them to choose whether they wish to participate
debriefing
the postexp 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 of variation
histogram
a bar graph depicting a frequency distribution
mode
the most frequently occuring scores in a distribution
mean
the arithmetic avg of a distribution
median
the middle score in a distribution
percentile rank
the % of scores that are lower than a given score
skewed distribution
a representation of scores that lack sym around their avg val
range
the diff betw the highest and lowest scores in a distribution
standard deviation
a computed measure of how much scores vary around the mean score
normal curve
a sym, bell-shaped curve that describes the dist of many types of data (2 - 13 - 34 - 34 - 13 - 2)
inferential statistics
numerical data that allow one to generalize—to infer from sample data the probability of smth being true of a pop
meta-analysis
a statistical procedure for analyzing the results of multiple studies to reach an overall conclusion
statistical significance
a statistical statement of how likely it is that a result occurred by chance
effect size
the strength of the relationship betw 2 variables. the larger the effect size, the more one variable can be explained by the other