Data Collection Methods

Collection Framework

Overview of data collection methodology.

Data Sources

Primary sources of research data:

1. Question Responses

Multiple choice answers
Written responses
Time-based metrics

2. User Interactions

Response patterns
Time allocation
Error analysis

3. Feedback Data

User feedback
Expert reviews
System analytics

Collection Protocols

Standardized procedures for data collection:

Data validation
Quality assurance
Error handling
Privacy protection

Implementation Guidelines

Steps for implementing data collection:

Setup and preparation
Data gathering
Validation checks
Storage and backup