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Which of the following is NOT a recommended practice for coding data and entering it into a file?


A) Assign specific column locations for particular variables.
B) When a question allows multiple responses, use the same variable for each response option.
C) Use only numeric codes, not letters of the alphabet or special characters like @.
D) Use standard codes for "no information".
E) Code a respondent identification number on each record.

F) None of the above
G) A) and D)

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The purpose of the coding process is


A) to transform raw data into symbols.
B) encrypt the raw data so that it is secure from unauthorized use.
C) determine if the raw data meets minimum quality standards.
D) detect incorrect or invalid responses.
E) separate completed questionnaires from incomplete ones.

F) A) and B)
G) A) and E)

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Which of the following statements about the coding process is FALSE?


A) During the coding process, data are categorized.
B) Raw data are transformed into symbols during the coding process.
C) Coding involves judgment on the part of the coder.
D) The coding process occurs almost automatically.
E) All of the above statements about the coding process are true.

F) C) and D)
G) A) and C)

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The codebook is essentially a map to help the researcher navigate from data collection to data editing.

A) True
B) False

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A respondent indicated she redeemed a coupon at Walmart last week but later indicated that she had not visited a Walmart in over two weeks. This type of response poses a problem of


A) completeness.
B) legibility.
C) comprehensibility.
D) consistency.
E) uniformity.

F) None of the above
G) A) and D)

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In a job satisfaction survey, respondents were asked to indicate how many years they had worked for the company. One respondent wrote "ten months" in response to the item. A conversion of the answer to the correct unit of time (years) would be most likely to take place during the


A) building of the data file.
B) editing process.
C) coding process.
D) data analysis.
E) collection phase.

F) B) and E)
G) B) and D)

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Which of the following statements about open-ended questions is FALSE?


A) Precoding is not necessary.
B) Response categories are provided for respondents.
C) There are multiple legitimate responses.
D) When categorizing open-ended responses, it is often necessary to include an "other" category.
E) All of the above statements about open-ended questions are true.

F) C) and E)
G) B) and D)

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Which of the following is NOT a step in coding open-ended responses?


A) Identify separate responses given by each individual.
B) Specify categories into which the responses can be placed.
C) Place each response into as many categories as possible.
D) Assess the degree of agreement between multiple coders.
E) All of the above are steps in the process of coding open-ended responses.

F) A) and D)
G) A) and E)

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Coding transforms raw data into______________that may be______________.


A) secondary data, tabulated
B) symbols, manipulated
C) accessible form, automatically retrieved
D) tables, easily perceived
E) tables, analyzed for relationships between variables

F) None of the above
G) A) and B)

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Which of the following strategies for handling missing data makes maximum use of the data?


A) Substituting values for the missing data.
B) Reporting the number of blanks as a separate category.
C) Eliminating the case with the missing data in analyses using the variable(s) for which data is missing.
D) Eliminating questionnaires with missing data.
E) None of the above.

F) A) and B)
G) B) and C)

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The main aim of editing is to


A) ensure that the analysis is valid.
B) establish minimum quality standards for the raw data.
C) establish a balance between costs and accuracy.
D) establish codes for the raw data.
E) impose maximum quality standards on the raw data

F) A) and B)
G) A) and E)

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While not a formal rule, if half or more of the responses are missing on a survey, it is recommended to drop that case entirely.

A) True
B) False

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You have just completed data collection for a research project. Which of the following is the first thing you should do with the data?


A) Build a data file
B) Determine the categories or classes you'll use to code open-ended questions
C) Examine the data to detect and resolve incorrect, missing, or incomplete responses
D) Run frequencies on the data to check for blunders
E) Develop your codebook to document how raw data is coded in the data file

F) B) and E)
G) B) and C)

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The use of scanner technology to "read" responses on paper surveys and to store these responses in a data file is called _.

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Which of the following might indicate that a respondent lacked interest in a questionnaire?


A) Check marks are not within the boxes provided.
B) Scribbles on the questionnaire.
C) Spills on the questionnaire.
D) It's unlikely that these mistakes occur due to lack of interest.
E) All of the above examples may indicate a lack of respondent interest.

F) B) and D)
G) B) and C)

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Which of the following are valid software applications an analyst might use to build the data file?


A) Word processing software
B) Database software
C) Spreadsheet software
D) Statistical packages such as SPSS
E) All of the above.

F) All of the above
G) A) and D)

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Compare and contrast the various methods or options for dealing with missing data in analyses.

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Several methods or options exist, includ...

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At a minimum, a codebook should include all of the following EXCEPT:


A) The results of the study.
B) The variable name to be used in statistical analyses for each variable included in the data file.
C) The column(s) in which each variable is located in the data file.
D) A description of how each variable is coded.
E) An explanation of how missing data are treated in the data file.

F) B) and C)
G) B) and E)

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Which of the following is a recommended strategy for handling missing data?


A) Eliminate case(s) with missing item(s) from all further analyses.
B) Eliminate the case with the missing item in analyses using the variable.
C) Substitute values for the missing items.
D) Contact the respondent again.
E) All of the above could be used.

F) A) and C)
G) A) and E)

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Which of the following statements is(are) TRUE regarding coding?


A) The classes should always be mutually exclusive and exhaustive.
B) Multiple responses should never be coded.
C) Coding closed-ended questions is more difficult than coding open-ended questions.
D) Alphabetic codes should be assigned to the classes.
E) Both a and b are true statements.

F) A) and C)
G) A) and E)

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