Define the
relevant population for this marketing study. What are the characteristics of the persons and subjects who should be included in the sample from the population? The relevant population includes
those from the LSU population like students, faculty, and LSUPD, who drive and
park on campus. Their perception of the LSU police department were shown to be
incorrect. Preliminary research also shows a majority of the driving and
parking population lives off campus. Those who suffer from the high traffic and
intolerability of walking far distances to get to work may be more inclined to
be corrected about their misconceptions.
Identify a sample frame plus how will it be obtained. Discuss the degree of sample frame error
present in your plan. A list of
names from the Traffic Department who is responsible for writing tickets on the
campus will be obtained and used as the sample frame. The list will include the
only those who have received non-moving traffic violations. This will be used
with as the population, N, for the sample plan. The two sources of sample frame
error occur when elements like those who violated parking rules but did not get
a ticket and all others who suffered from the high traffic and possible ticket
but are missing from the Traffic Department's list. The second error is that
the list includes those who got non-moving violations unrelated to parking-
like driving without a seatbelt- and also includes those who do not attend LSU
and/or have no concern with the campus parking.
Television for your Dorm Room? Let me do some research |
WHICH SAMPLE PLAN TO CHOOSE?
a. Sample Plan - Simple
Random Sampling
A random numbers method will be used and each member of the
sample frame will be assigned a number and the sample will be selected with a
computer program which utilizes the free numerical library licensed under the
GNU GPL for random sampling. The best substitution process is handled by the
software to select the sample-size. The advantage of SRS is an equal and known
chance of sample-size selection but it requires a complete accounting of the
population and it is cumbersome to provide unique designations to every
population member.
b. Sample Plan - Systematic
Sampling
Our Population will be chosen randomly but more efficiently
than by simple random sampling because the skip interval will be used for non
responses and creates substitutes from dividing the list of the populaiton size
by the desired sample size resulting in an approximate known and equal chance
of selection because it is a probability sample plan. It is also efficient and
is less expensive and faster that the sample random sample. The disadvantages
are that there is a loss in precision.
c. Sample Plan - Cluster
sampling
The population will be divided into groups based on
geographic location based on proximity to campus. With these will form two
groups considered to represent the non-homogeneous population. We will use the
drop-down method as it applies to each group. This way the sample size will be
economic efficient- by being faster and less costly than the simple random
sampling. However, it is vulnerable to cluster specification error because the
more homogeneous the clusters, the more precise the sample results are and we
are using the two-step cluster to limit errors. Increased variance between the
two clusters may decrease accuracy.
d. Sample Plane - Stratified
sampling
Research assumes the subgroups are going to vary, so we will
assume those who live off campus will value parking more than those who live on
campus. We would expect the mean score of our questionnaire differ based on the
distance traveled for the students. The off-campus students will show less
variance and more agreement to the questions should be represented. The
advantages of this method would be more accurate overall sample of a skewed
population because the less variance in a group the less sample size it takes
to produce a precise answer. This method allows the market researchers to allocate
more sample size to strata with less variance and less sample size to strata
with less variance Therefore, for the same sample size, the researches achieve
higher precision. We would accomplish this via disproportionate sampling
because students who have not experienced parking problems because they live on
campus can be sampled less. Alternatively, the disadvantages are the complexity
of the sampling plan requiring different sample size for each of the stratum.
e. Sample Plan - Convenience sampling
As the only non-probability method this will give us the
fastest and relatively inexpensive answers. Convenience sampling will also cost
less. The sample size will represent the first names from the sample frame who received tickets on LSU campus and who also
are accessible via school email systems. Next, a list of names for the sample
size based on this attribute is created. The sample frame error is going to
occur because the members may be infrequent drivers or offenders, may no longer
own a vehicle, or may not have a license anymore. The way the respondents are
chosen presents sample errors that are avoided with the probability sampling
methods. With such drastic misunderstanding of who is responsible for the
tickets, the decision may be able generalized and applicable to a small
sample-size say that of 300 names. These name are ultimately drawn based on the
convenience and randomness of the LSU marketing research department.
Welcome to Marketing Research. We are happy to have you, subject #7089 |
Which of the
aforementioned five sampling methods would you recommend that the students use?
Why? I would recommend using the
convenience sampling. Even though it is subject to problems, overall it will
allow for an accurate sample-size for a large population and ultimately give a
better representation of the attitudes of those students who have to drive and
park on campus. For LSU Campus Police Department and Captain Mark Shaw, the
results of the questionnaire should to a high degree of accuracy a sample-size
that can be attributed to the entire population and they can take further
research or marketing actions post-analysis.
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