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106 Cards in this Set
- Front
- Back
The ___________ is the entire group under study as specified by a research project.
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population
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A sample is a subset of a group that should:
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represent the entire group (population)
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The relationship between sample size and sample accuracy is that as sample size increases:
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sample error decreases
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In terms of the relationship between sample size and sample accuracy, we can say:
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after a sample size of about 500, large gains in sample accuracy are not realized --even with large increases in sample size
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In terms of the relationship between sample size and sample accuracy we can say:
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there are large gains to be made in accuracy when you have a small sample size, say 50, and increase it to say, 250
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The ____________ is the percent of individuals in the sample who qualify to take the survey.
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incidence rate
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The “law of large sample size” refers to:
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confusing the size of the sample with the representativeness of the sample
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Which of the following are considered probability sampling methods?
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-simple random
-systematic -cluster -stratified |
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Simple random selection of sample members in a manner that guarantees each member of the population has an identical chance of being selected is characteristic of which of the following?
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simple random
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Using a list of the members of the population and a skip interval is used in which of the following?
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systematic
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Non-probability sampling methods take shortcuts that:
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-save time, effort, and money
-obliterate the equal-chance guarantee of any probability sampling method |
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Errors that pertain to anything in the research process except sample size are known as:
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non-sampling errors
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Which of the following is defined as a failure on the part of the prospective respondent to take part in the survey or to answer specific questions on the questionnaire?
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nonresponse
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When a participating respondent reaches a certain point and then decides not to answer any more
questions, this is known as a: |
break-off
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Which of the following best describes data coding?
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identification of code values that pertain to the possible responses for each question on the
questionnaire |
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The generalization process is often referred to as:
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parameter estimation
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Suppose we wish to test the hypothesis that an internship program allows its interns to earn $2,750
per semester; let us assume that this hypothesis is, in fact, true. Which of the following best illustrates the logic of hypothesis testing? |
from among 100 samples, 95% of them would generate means that fell within + or - 1.96 z
scores |
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Suppose we wish to test the hypothesis that an internship program allows its interns to earn $2,750 per semester; let us assume that this hypothesis is, in fact, true. Which of the following best illustrates the logic of hypothesis testing?
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from among 100 samples, 1% of them would generate means that fall outside + or - 2.58 z
scores |
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______________ is when potential respondents are alerted that they may fill out a questionnaire that is hosted at a particular Web site.
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Online panel sampling
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Selecting a telephone number from the directory and adding a digit, such as a “1” is called:
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plus-one dialing
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How can researchers reduce intentional respondent error?
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-provide incentives
-assure anonymity -provide confidentiality -use follow up validation |
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When the interval estimates for two proportions or two means (they come from two groups of
respondents) overlap, what does this signify for interpreting the findings of the study? |
the data are insufficient to make a clear cut decision
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Which type of scaled-response format contains bi-polar words such as "hot-cold," "wet-dry,"
"convenient-inconvenient," and so on? |
semantic differential scale
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Which scale typically has numbers that range from a minus end (-3) to a corresponding plus end
(+3) and includes a 0 midpoint? |
staple scale
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Instead of labels or numbers, using symbols such as smiley faces, dollar signs, or thermometers or
any symbol appropriate to the construct being measured to indicate the intensity of response, is used in which type of scaled-response question formats? |
graphic rating scale
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Which of the following functions does a questionnaire serve?
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-translates research objectives into specific questions
-standardizes specific questions and response categories -serves as a permanent record of research |
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According to your text, in question development, questions should be:
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understandable, unambiguous, and unbiased
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In the question, “What was the most important factor that convinced you it was time to
make this purchase?,” which word is one of the “words to avoid in question development”? |
most
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In the question, “Do you always buy electronic products from Dell?,” Which word is one of
the “words to avoid in question development”? |
always
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According to the “do’s” of question wording, a question should be:
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-focused
-grammatically simple -brief |
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“As a Cadillac owner, you are satisfied with your car, aren’t you?” is an example of a(an) _________ question.
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leading
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“Were you satisfied with the food and service?” is an example of a(an) _____________ question.
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double-barreled
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The introduction written to accompany a mail survey or online survey is normally referred to as a(n):
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cover letter
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________________ occurs when the respondent is assured that neither the respondent’s
name nor any identifying designation will be associated with his or her responses. ___________ means that the respondent’s name is known by the researcher, but not divulged to a third party. |
Anonymity; Confidentiality
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"Since most consumers want a car with excellent fuel economy, wouldn't you agree your next car will be a hybrid?" is an example of:
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a leading question that will produce bias and should not be used by researchers
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Which of the following is true about the questionnaire development process?
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you should gain client approval, pretest, and revise as needed
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In the question, "What was the most important factor that convinced you it was time to make this purchase?," which word is one of the "words to avoid"?
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most
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The question, "What type of hotel do you usually stay in when on a trip?" violates which of the "do's" of question wording?
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focused
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A survey that does not identify the sponsor's name is referred to as:
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a disguised survey
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Questions used to ferret out respondents who do not meet certain qualifications are called:
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screening
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"What is the highest level of education you have attained?" is an example of what type of question?
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classification
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Assigning numbers for question responses to facilitate data entry after the survey has been conducted is called:
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precoding
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Which of the following refers to a dry run of the survey on a small, representative set of respondents to reveal errors in the questionnaire?
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pretest
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T/F
The question: "Since our country's Founding Fathers gave us the right to bear arms, aren't you against gun control legislation?" is an example of a loaded question. |
True
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Sampling error is caused by:
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-the method of sample selection
-the size of the sample |
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____________ is some list of all the members of the population.
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sample frame
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The accuracy of a sample is often expressed as:
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a plus-or-minus percentage, such as + or - 5%
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In terms of the relationship between sample size and sample accuracy, we can say:
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after a sample size of about 500, large gains in sample accuracy are not realized --even with large increases in sample size
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In the confidence interval formula for sample size, the p stands for:
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estimated percentage in the population
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The use of p=50%, q=50% is a research industry standard at least in part because:
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-it is the most conservative p-q combination
-it generates the largest sample size -it is preferred to guessing about variability -there may be little prior knowledge about the population to be studied |
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The z for a 99% level of confidence is:
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2.58
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According to Susie Sangren, President, Clearview Data Strategy, which of the following practical constraints on sample size are researchers likely to encounter?
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the study's objective
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Which of the following are considered probability sampling methods?
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-simple random
-systematic -cluster -stratified |
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Selecting a telephone number from the directory and adding a randomly selected digit, such as a "3" is called:
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plus-one dialing
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The incidence rate is defined as the percent of individuals who qualify for a survey.
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True
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Systematic sampling is a way to select a random sample from a directory or physical list with less effort than a simple random sample.
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True
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In cluster sampling, the population is divided into clusters, each of which represents the entire population.
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True
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For a population that is not distributed symmetrically across a normal curve, stratified sampling is useful.
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True
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The marketing research firm, DSS, summarizes the responses to a question which asks respondents if they are "completely satisfied", "very satisfied", "somewhat satisfied", "not too satisfied", or "not at all satisfied" by reporting:
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percentages of the sample that fall in the first two categories
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Fieldworkers who cheat by submitting bogus questionnaires are an example of:
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intentional fieldworker error
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Which of the following are data collection errors unique to online surveys?
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multiple submissions, bogus respondents, misrepresentation of the population
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A completed interview is:
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-is a judgment call and will vary with each research project
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Which of the following best describes data coding?
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identification of code values that pertain to the possible responses for each question on the questionnaire
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What is the name of the data analysis software that comes with your book?
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XL Data Analyst
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The variable description is:
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a phrase or sentence that identifies the variable in more detail and refers to the item on the questionnaire
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Which of the following are functions of data analysis?
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summarizes, generalizes, compares differences, and relates underlying patterns
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Which of the following is appropriate when the research objective is generalization?
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confidence intervals
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Plus or minus 1.96 standard deviations represent 95% of the area under the normal curve.
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True
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What is a questionnaire?
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is the vehicle used to pose the questions that the researcher wants respondents to answer.
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What are some words to avoid in question development?
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All, Always, Any, Anybody, Best, Ever, Every, Most, Never, Worst
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What is Questionnaire organization?
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is the sequence of statements and questions that make up the questionnaire.
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What are the 5 functions of the cover letter?
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-Identifies the surveyor/sponsor
-Indicates the purpose of the survey -Explains how the respondent was selected -Requests for/provides incentive for participation -Determines if respondent is suitable |
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What are Incentives?
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are offers to do something for the respondent to increase the probability that the respondent will participate in the survey.
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What is Anonymity?
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respondent assured name not identified
-non-monetary incentives |
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What is Confidentiality?
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respondent’s name is known by the researcher but not divulged to a third party
-non-monetary incentives |
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What are Screening questions?
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are used to ferret out respondents who do not meet research study qualifications.
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What is Question flow?
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pertains to the sequencing of questions or blocks of questions.
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What is a Pretest?
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involves conducting a dry run of the survey on a small, representative set of respondents in order to reveal questionnaire errors before the survey is launched.
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What is the population?
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is the entire group under study as specified by the research project.
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What is a sample?
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is a subset of the population that should represent the population.
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What is a census?
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-is defined as an accounting of everyone in the population.
-In most cases a census is unobtainable due to time, costs, etc. |
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What is Total Error?
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Sampling Error + Non-sampling Error
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What are some Example of Non-sampling error?
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-Population mis-specification error
-Frame error -Non-response error -Questionnaire design error -Question wording (response) error -Data coding & entry error |
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What is Sampling error?
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is any error in a survey that occurs because a sample is used.
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What is a sample frame?
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is some master list of all the members of the population.
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What is Sample frame error?
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the extent to which the sample frame does not perfectly match the population.
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How is sample size determined?
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-All you can afford
-Statistical Model -Judgment or rule of thumb |
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What is the accuracy of a sample?
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refers to how close the survey findings are to the true population values.
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What are the 2 main types of samples?
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-Random (probability)
-Non-random (non-probability) |
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What are some types of Random (probability) samples?
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-Simple Random
-Systematic Random -Cluster -Stratified |
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What are some types of Non-random (non-probability) samples?
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-Judgement
-Snowball -Quota -Convenience |
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What is the definition of a random sample?
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is one in which every member of the population has an equal chance, or probability, of being selected into the sample.
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What is Systematic sampling?
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is a way to select a simple random sample from a directory or physical list that is much more efficient than simple random sampling.
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What is stratified sampling?
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the population is separated into different strata and a sample is taken from each stratum.
-Used when it is anticipated that different groups within the population will answer the research question differently |
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What are Nonsampling errors?
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are errors in the research process pertaining to anything except the sample size.
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What are some Data Collection Errors with Online Surveys?
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-Multiple submissions
-Bogus respondents and responses -Population misrepresentation |
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What is Nonresponse?
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is defined as a failure on the part of a prospective respondent to take part in the survey or to fail to answer all questions on the questionnaire.
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What are the 3 types of Nonresponse?
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-Refusal
-Break-off -Item omission |
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What is Refusal?
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a prospective respondent declines to participate in the survey.
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What is Break-off?
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a respondent stops answering somewhere in the middle of the survey.
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What is Item omission?
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a respondent does not answer a particular question, but continues to answer following questions.
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What is Data entry?
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refers to the creation of a computer file that holds the raw data taken from all of the completed questionnaires.
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What is Data coding?
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is defined as the identification of code values that pertain to the possible responses for each question on the questionnaire.
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What is the data code book?
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identifies all of the variable names and code numbers associated with each possible response to each variable.
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What are two objectives of summarizing findings?
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Describing the typical response (“central tendency”)
How typical are respondents (“variability”) |
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What are the Four Functions of Data Analysis?
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1) It summarizes the data.
2) It generalizes sample findings to the population. 3) It compares for meaningful differences. 4) It relates underlying patterns. |