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Research methods
Sampling and Reseach Strategies
40
Psychology
Graduate
11/01/2010

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Term
Artifact
Definition
unintended effects on the dependent variable that is caused by some feature of the experimental setting other than the independent variable.
Term
Accidental sampling
Definition
occurs when a sample is created by using convienient, readily available, and willing individuals.
Term
Biases
Definition
systematic deviations of sample means from true population values.
Term
Universalistic
Definition
research goal that is interested in the relationship between variables or constructs with no specific population or setting in mind
Term
interaction effect
Definition
is the combined and simultaneous influence of two or more independent variables on the dependent variable
Term
Main effect
Definition
the instance in a statistical design when the effect of one independent variable is examined in isolation from the others
Term
Demand characteristics
Definition
the tendency of participants to respond in a way that they think is beneficial to the experiment on a post test due to exposure to the variable on the pretest
Term
What methods ccan be used to control for instrumentation threats
Definition

randomization of conditions,

careful training and monitoring,

counterbalancing,

&

not changing anything after the experiment has started

Term
construct validity
Definition
the degree to which the variable in the operational definition reflects the construct of interest.
Term
Maturation
Definition
the natural process withing persons that could cause a change in behavior or attitudes
Term
purposive sampling
Definition
a type of non-probability sampling where the participants are handpicked, and intentionally selected because they are believed to be typical of the population.
Term
Multistage sampling
Definition
the procedure that involves moving through stages of more inclusive to less inclusive sampling units until population elements included constitute the desired sample.
Term
selection by maturation
Definition
individual differences within various conditions that lead to changes over time (subgroups within various conditions that change at different rates)
Term
Margin of error
Definition
The amount of error in the estimate of the population.
Term
Domain sampling
Definition
involves sampling items to construct a multiple-item  measure of a desired construct.
Term
Disadvantages to using stratified random sampling
Definition
time consuming, costly, and you may still end up with a sample that is not representative of the population
Term
Failure of randomization
Definition
the failure of random assignment in creating equivalent groups
Term
advantage of using stratified sampling
Definition
. More precise estimates of population values
Term
systematic sampling
Definition
an error in sampling where the 1st element selected is random, but all elements thereafter are not random
Term
sampling distribution
Definition
a probability distribution of a sample parameter (such as the mean) would take if repeated samples of the same size were taken from the same population
Term
demand characteristics
Definition
the tendency of participants to respond in a way that they think is beneficial to the experiment on a post test due to exposure to the variable on the pretest
Term
Alternative explanations
Definition
any preexisting differences between groups (other than the independent variable(s)) that could be concluded as causing a difference in the dependent variable
Term
History threat
Definition
any event that coincides with the independent variable that could effect the dependent variable.
Term
Selection threat
Definition
the pre-existing differences between individuals in different conditions that could influences the dependent variable

Term
How to control for selection threat
Definition
random assignment
Term
Manipulated variable
Definition
The independent variable created by the researcher
Term
advantages of using repeated measures design in randomized experimenting
Definition

It requires fewer participants

It gives a more sensitive measure of the effects of a variable

Term
Frame of reference (experience sampling)
Definition
Amount of time between signal and response
Term
Selection by maturation
Definition
refers to individual differences within various conditions that lead to changes over time (subgroups within various conditions that change at different rates)
Term
Stratum
Definition
a subset of the population
Term
sampling frame
Definition
a list of all the population elements
Term
How to control for selection by maturation
Definition
use random assignment and control group
Term
How to control for mortality
Definition

Adequately prepare participants

Keep close contact with participants

Term
sampling error
Definition
the difference in the distribution of characteristics between a sample and population as a whole.
Term
Disadvantages of using cluster sampling
Definition

a larger probable margin of error

statistical handling is more complicated

Term
To control for ineligible elements, the researcher can
Definition

start with a larger sample frame

filter out ineligible elements prior to sampling

Term
In order to use puposive sampling, the researcher must know...
Definition
what is typical of the population
Term
representative sampling plan
Definition
gives the probability of the results being representative of the population
Term
census
Definition
a counting of all the elements in a population and/or a determination of the distribution of characteristics
Term
Experimental Variables
Definition
independent variables that the experimenter manipulates
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