MAC Data Collection & Management 2 — Questions and Answers
Question 1: Which data collection method captures user behavior passively without requiring active user participation?
- Surveys
- Web analytics tracking pixels (Correct answer)
- Focus groups
- Telephone interviews
Correct answer: Web analytics tracking pixels
Tracking pixels and similar passive tools collect behavioral data automatically without requiring users to take deliberate action.
Question 2: What is 'data latency' in the context of marketing analytics?
- The time delay between data collection and its availability for analysis (Correct answer)
- The error rate in collected data
- The cost of storing large datasets
- The duplication of records in a database
Correct answer: The time delay between data collection and its availability for analysis
Data latency refers to the lag between when an event occurs and when that data is available for reporting and decision-making.
Question 3: A company collects customer data through a loyalty program sign-up form. This is an example of what type of data?
- Third-party data
- Second-party data
- Zero-party data (Correct answer)
- Inferred data
Correct answer: Zero-party data
Zero-party data is information customers intentionally and proactively share with a brand, such as preferences entered in a sign-up form.
Question 4: Which of the following best describes a 'data schema' in a marketing database?
- A visual chart showing campaign performance
- The defined structure, fields, and relationships within a database (Correct answer)
- A method for encrypting customer PII
- A type of A/B testing framework
Correct answer: The defined structure, fields, and relationships within a database
A data schema defines how data is organized, including tables, fields, data types, and the relationships between them.
Question 5: What is the primary purpose of data deduplication in a CRM system?
- To encrypt sensitive customer records
- To remove or merge duplicate customer records (Correct answer)
- To segment customers by purchase history
- To back up the database automatically
Correct answer: To remove or merge duplicate customer records
Data deduplication identifies and eliminates redundant records, ensuring each customer is represented only once for accurate analysis.
Question 6: Which attribution model gives equal credit to every touchpoint in a customer's conversion path?
- Last-touch attribution
- First-touch attribution
- Linear attribution (Correct answer)
- Time-decay attribution
Correct answer: Linear attribution
Linear attribution distributes conversion credit equally across all touchpoints in the customer journey.
Question 7: What does 'data enrichment' mean in a marketing analytics context?
- Deleting outdated records to improve database speed
- Enhancing existing data records with additional relevant information from external sources (Correct answer)
- Encrypting data for GDPR compliance
- Converting raw data into visual dashboards
Correct answer: Enhancing existing data records with additional relevant information from external sources
Data enrichment appends third-party or supplemental data to existing records to create a fuller picture of customers or prospects.
MAC Data Collection & Management 2
Which data collection method captures user behavior passively without requiring active user participation?