Exam 15: Data Preparation and Analysis Strategy

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Coding unstructured questions is relatively simple, since the response options are predetermined.

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Which of the following is the last stage of the data preparation process?

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Treatment of missing responses poses problems, particularly if the proportion of missing responses is ________.

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Missing responses represent values of a variable that are unknown, either because respondents provided ambiguous answers or their answers were not properly recorded.

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________ involves the transformation of data to create new variables or modify existing ones.

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Data should be coded in a lean way in order to avoid retaining much detail.

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At the editing stage, the researcher makes a preliminary check for consistency.

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Which of the following is NOT an alternative for the treatment of unsatisfactory responses?

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According to the text, the data preparation process begins with checking the questionnaires for completeness.

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In a short essay, list and discuss the three options available to the researcher for the treatment of missing responses on a questionnaire.

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Data collection, text coding and categorization, and text-mining and visualization are unique aspects of data preparation in social media.

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Transcribing data involves transferring the coded data from the questionnaires or coding sheets onto disks or directly into computers by key punching or other means.

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A good rule of thumb about the discarding of respondents is that such decisions should be made before conducting any analysis.

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The data preparation process for social media is exactly similar to that for data collected by traditional means.

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A code in which the number of records for each respondent is the same and the same data appear in the same columns for all respondents is called a fixed field code.

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Optical scanning involves direct machine reading of the codes and simultaneous transcription.

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The thorough and extensive check for consistency and treatment of missing responses is called validating.

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Univariate techniques are statistical techniques suitable for analyzing data when there are two or more measurements on each element and the variables are analyzed simultaneously.

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Multivariate statistical techniques are appropriate for analyzing data if there are several measurements of each element and each variable is analyzed in isolation.

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A code in which the number of records for each respondent is the same, and the same data appear in the same columns for all respondents is called a ________.

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