Exam 15: Data Preparation and Analysis Strategy

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Which of the following is NOT mentioned in the text as an additional code that could be included for each respondent in the coding process?

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C

According to the text, category codes should be collectively exhaustive and mutually exclusive.

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True

Considering the known characteristics of the data is a stage in selecting a data analysis strategy.

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True

Multivariate statistical techniques are concerned with the simultaneous relationships among two or more phenomena.

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Pairwise deletion may be appropriate when all of the following conditions are present EXCEPT:

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According to the text, the symbol used in the assignment of codes to each possible response to each question is usually a(n) ________.

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Unlike traditional data collection, in social media respondents do not merely respond to questions or stimuli. Rather, they generate the data and edit it by their communal participation.

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In a short essay, discuss the seven steps in the data preparation process. When should the data preparation process begin? Why is it important to begin the data preparation process at this step?

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A method for handling missing responses in which respondents with any missing responses are discarded from the analysis is called ________.

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In a short essay, describe the process of editing in the data preparation process and discuss the four types of errors a researcher is attempting to minimize in this procedure.

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The assignment of a symbol to represent a specific response to a specific question, along with the data record and column position that symbol will occupy, is called ________.

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According to the text, categories are mutually exclusive if every response fits into one and only one of the assigned category codes.

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A review of the questionnaires with the objective of increasing accuracy and precision is called ________.

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Data are verified as they are collected when all of the following methods are used EXCEPT:

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________ 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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A part of the data cleaning process that identifies data that are out of range or logically inconsistent, or that have extreme values, is called consistency checks.

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Data preparation should only begin once all batches of questionnaires are received from the field. In this way, processing uniformity is boosted.

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In text-mining and visualization, the coded text data are interpreted by matching positive or negative comments with overlapping terms that link the positive and negative comments to mentions of the product/ brand.

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Statistical techniques can be broadly classified as univariate or multivariate.

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________ consists of screening questionnaires to identify illegible, incomplete, inconsistent, or ambiguous responses.

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