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Computer Science
Data Science
Survey Creation and Analysis
1. Foundations of Survey Research
2. Survey Design and Planning
3. Questionnaire Development
4. Pre-testing and Validation
5. Data Collection Implementation
6. Data Processing and Preparation
7. Statistical Analysis of Survey Data
8. Advanced Survey Methodology
9. Reporting and Communication
Questionnaire Development
Question Writing Principles
Clarity and Precision
Simple Language
Specific Terms
Avoiding Ambiguity
Question Structure
Single Concepts
Avoiding Double-Barreled Questions
Avoiding Leading Questions
Avoiding Loaded Questions
Cultural and Linguistic Considerations
Cultural Sensitivity
Language Appropriateness
Translation Considerations
Response Burden
Question Length
Cognitive Demand
Emotional Sensitivity
Question Types and Formats
Open-Ended Questions
Completely Open
Probed Open-Ended
Numeric Open-Ended
Advantages and Limitations
Closed-Ended Questions
Dichotomous Questions
Multiple Choice Questions
Single Response
Multiple Response
Ranking Questions
Rating Scale Questions
Likert Scales
Semantic Differential Scales
Numeric Rating Scales
Visual Analog Scales
Categorical Questions
Specialized Question Types
Filter Questions
Contingency Questions
Matrix Questions
Constant Sum Questions
Questionnaire Structure and Flow
Opening Section
Introduction Statement
Purpose Explanation
Confidentiality Assurance
Instructions
Question Sequencing
Logical Flow
Topic Grouping
Funnel Approach
Inverted Funnel Approach
Skip Logic and Branching
Conditional Questions
Skip Patterns
Routing Instructions
Demographic Questions
Placement Considerations
Standard Demographic Items
Sensitive Questions
Closing Section
Thank You Statement
Contact Information
Debriefing Information
Visual Design and Layout
Readability Factors
Font Selection
Font Size
Line Spacing
Color Contrast
Layout Principles
White Space Usage
Question Spacing
Response Option Alignment
Page Breaks
Navigation Elements
Progress Indicators
Navigation Buttons
Help Features
Accessibility Considerations
Screen Reader Compatibility
Keyboard Navigation
Alternative Text
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2. Survey Design and Planning
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4. Pre-testing and Validation