Questionnaire Checking
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Questions and Answers

What does coding typically involve?

  • Conducting surveys
  • Analyzing data
  • Assigning a unique code to each response (correct)
  • Asking questions

What is commonly used as a code in coding?

  • A symbol
  • A word
  • A number (correct)
  • A letter

Which step is associated with coding?

  • Generating questions
  • Distributing surveys
  • Developing a data file (correct)
  • Analyzing trends

What is an intended outcome of coding questions?

<p>Assigning specific meanings to responses (D)</p> Signup and view all the answers

Where is the phrase 'Change the World' found in the image?

<p>At the bottom right corner (A)</p> Signup and view all the answers

What is the main purpose of editing a questionnaire?

<p>Increasing accuracy and precision (A)</p> Signup and view all the answers

Which of the following is not a concern addressed by editing the questionnaire?

<p>Ambiguous questions (C)</p> Signup and view all the answers

What type of answers does editing aim to address to increase accuracy?

<p>Illegible answers (A)</p> Signup and view all the answers

Which university is associated with the concept of 'Change the World' as seen in the slide?

<p>Nelson Mandela University (A)</p> Signup and view all the answers

Which of these is a key objective of editing a questionnaire?

<p>Increasing accuracy and precision (D)</p> Signup and view all the answers

Which of the following is a method for treating missing responses?

<p>Substitute a neutral value (B)</p> Signup and view all the answers

What does casewise deletion refer to?

<p>Removing entire rows with any missing values (C)</p> Signup and view all the answers

Which method involves estimating missing values based on other data points?

<p>Substitute an imputed response (D)</p> Signup and view all the answers

What is pairwise deletion?

<p>Removing data where any pair of variables has missing values for analysis (C)</p> Signup and view all the answers

Which of these is not a method for treating missing responses in data cleaning?

<p>Data normalization (D)</p> Signup and view all the answers

When should questionnaire checking be performed?

<p>While fieldwork is underway (A)</p> Signup and view all the answers

Should the questionnaire be completed even if an agency was contracted?

<p>Yes, it should be completed (A)</p> Signup and view all the answers

Which of the following is a problem that can occur during questionnaire checking?

<p>Pattern of answers draws attention (C)</p> Signup and view all the answers

What issue arises if a questionnaire is received after the specified time?

<p>It may be disregarded (B)</p> Signup and view all the answers

Which of the following indicates respondent ineligibility?

<p>Respondent not qualified to answer questionnaire (B)</p> Signup and view all the answers

What is a possible action if a respondent's answer is illegible or incomplete?

<p>Returning to the field to clarify (C)</p> Signup and view all the answers

If a missing answer can be inferred from other answers, what action might be taken?

<p>Assigning missing values (C)</p> Signup and view all the answers

What can be done if the missing questions are not the most important ones of the study?

<p>Discarding the unsatisfactory responses (C)</p> Signup and view all the answers

When might a respondent's data be entirely discarded?

<p>If it is clear they did not take the study seriously (B)</p> Signup and view all the answers

What is a recommended approach if too many answers are non-sensical?

<p>Discarding the respondent (A)</p> Signup and view all the answers

Which of the following is a method used in statistically adjusting the data?

<p>Weighting (D)</p> Signup and view all the answers

Which item is associated with enhancing the quality of data analysis?

<p>Variable respecification (C)</p> Signup and view all the answers

Which technique involves changing the measurement scale of data?

<p>Scale transformation (B)</p> Signup and view all the answers

At which university is the presented approach of statistically adjusting the data being promoted?

<p>Nelson Mandela University (B)</p> Signup and view all the answers

Statistically adjusting the data may not always be necessary but can achieve what?

<p>Higher quality data analysis (B)</p> Signup and view all the answers

What is one component of social media as outlined in the content?

<p>Data collection (A)</p> Signup and view all the answers

What process involves categorizing and coding textual data on social media?

<p>Text coding and categorization (D)</p> Signup and view all the answers

Which of the following is a technique used to derive meaningful insights from textual data?

<p>Text mining (A)</p> Signup and view all the answers

Which university's slide is illustrated in the image?

<p>Nelson Mandela University (A)</p> Signup and view all the answers

Which task is NOT mentioned as part of social media management in the content?

<p>Hardware maintenance (D)</p> Signup and view all the answers

What should be ensured before analysing data in international research?

<p>Units of measurement are comparable across countries (A)</p> Signup and view all the answers

Why is it best to analyse data at the individual level in international research?

<p>To ensure knowledge of the respondent in each country (D)</p> Signup and view all the answers

What does cross-cultural analysis involve?

<p>Analysing similarities and differences between countries (A)</p> Signup and view all the answers

What does 'pan-cultural' analysis mean?

<p>Respondents are analysed as a whole (B)</p> Signup and view all the answers

What is a necessary requirement for a valid analysis of individual-level data?

<p>A large enough sample per country (A)</p> Signup and view all the answers

Study Notes

Questionnaire Checking

  • Ensures questionnaires are complete and accurate during fieldwork, even if an agency was contracted
  • Common problems include incomplete or inconsistent answers, variance in answers, late submissions, and unqualified respondents

Editing

  • Reviews questionnaires to increase accuracy and precision
  • Addresses issues such as illegible, incomplete, inconsistent, and ambiguous answers

Treatment of Unsatisfactory Responses

  • Returns to the field to rectify issues with respondent or interviewer
  • Assigns missing values based on other answers
  • Discards unsatisfactory responses if non-essential questions are missed
  • Discards respondents who did not take the study seriously

Coding

  • Assigns a numerical code to each response to each question
  • Develops a data file for analysis

Data Cleaning

  • Conducts consistency checks
  • Treats missing responses by substituting neutral values, imputed responses, or deleting cases
  • Options include casewise or pairwise deletion

Statistically Adjusting the Data

  • Enhances data analysis through weighting, variable respecification, and scale transformation
  • Not always necessary but improves data quality

International Research

  • Ensures comparable units of measurement across countries
  • Analyzes data at the individual level for accurate knowledge of each respondent
  • Cross-cultural analysis compares similarities and differences between countries
  • Pan-cultural analysis examines all respondents as a whole

Social Media Research

  • Collects data through social media
  • Codes and categorizes text data
  • Mines and visualizes text data for insights

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Description

This quiz assesses understanding of questionnaire checking, including problems that may arise during data collection, such as incomplete questionnaires, unusual answer patterns, and respondent qualifications.

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