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Panel is still a sample, a subset of a larger population,
to which one wishes to make inferences. If data derived from
the sample are to be inferred to the population, the question
of representativeness arises. Is the UWF/Listener Group Panel
representative?
Heads of Households with Telephones
First, the Panel was constructed so as to recruit heads of
households having a telephone. Heads of household are often
used in survey research because household heads are considered
to be knowledgeable of a wide variety of decisions, have a
broad base of experience, and so on, which makes them better
qualified to answer a broad variety of survey questions. This
is particularly important for panels whose members may be
asked a variety of questions from one panel administration
to another. It is important to note, therefore, that the UWF/Listener
Group Panel does not represent the general population, but
rather heads of households in the Pensacola having a telephone.
(Approximately 98 percent of the households in the MSA have
a telephone).
How is representativeness achieved? The
sample plan , not sample size, allows one to achieve sample
representativeness. Essentially, sample plans describe how
elements, or sample units, are drawn from the population.
For example, we could “draw” elements by standing on a street
corner and asking passersby if they would participate in the
panel. This is a type of sample plan (often referred to as
the “man on the street” interview). However, this type of
plan, part of a number of plans known as “non-probability”
sample plans, does NOT guarantee representativeness. Rather,
“probability” sample plans guarantee representativeness. A
probability sampling plan is one in which every member of
the population (defined as heads of households with telephones)
has a chance of being drawn into the sample. The UWF/Listener
Group Panel was recruited using a probability sample plan
known in the marketing research industry as a “RDD Sample.”
In this sample plan, computer programs generate lists of randomly
selected telephone numbers. The numbers are then screened
to eliminate not working (or unassigned) blocks of numbers.
By randomly generating numbers, we are assured that everyone
in the defined population has a chance of being included in
the sample. The RDD sample for this project was supplied by
Survey Sampling, Inc.http://www.surveysampling.com/ssi_home.html,
a major sampling firm in the U.S. So, in summary, the UWF/Listener
Group Panel is a representative sample of heads of households
with telephones in the Pensacola MSA.
How can we assess representativeness? There
are a number of ways we can assess whether or not a sample,
after it has been drawn, is representative. First, are data
collected from the sample consistent with known, existing
data collected from the population? Second, are data collected
from the sample consistent with data collected in other, representative
samples of the same population? We attempt to answer both
these questions in the following paragraphs.
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