B2B Research Methods & Evidence-Based Practice 4

Question 1

A B2B research team discovers that respondents who completed the survey early gave significantly different answers than late respondents. This phenomenon is known as:

Accepted Answer

Non-response bias

Answer

Acquiescence bias

Answer

Order effect

Answer

Survivorship bias

Question 2

In B2B market research, 'data triangulation' means:

Accepted Answer

Corroborating findings using multiple data sources or methods

Answer

Using three-dimensional visualization for data dashboards

Answer

Splitting a dataset into three equal validation sets

Answer

Applying a triangular distribution to Monte Carlo simulations

Question 3

A B2B marketer uses Net Promoter Score (NPS) as a key metric. The most evidence-based critique of NPS as a standalone KPI is:

Accepted Answer

It measures intent rather than behavior and varies significantly by industry and culture

Answer

It requires too large a sample to be statistically reliable

Answer

It cannot be collected through digital channels

Answer

It is a proprietary metric with no peer-reviewed validation

Question 4

When designing a B2B buyer persona using primary research, which question type yields the richest behavioral insight?

Accepted Answer

'Walk me through the last time you evaluated a new vendor.' (open-ended behavioral)

Answer

'On a scale of 1–10, how important is pricing?' (Likert)

Answer

'Which of these features do you use?' (multiple choice)

Answer

'What is your job title?' (demographic)

Question 5

A confidence interval of 95% with a margin of error of ±4% in a B2B survey means:

Accepted Answer

If the study were repeated 100 times, the true value would fall within the interval about 95 times

Answer

95% of respondents answered within 4% of each other

Answer

4% of the sample was excluded as outliers with 95% certainty

Answer

The survey is 95% accurate and 4% of answers are wrong

Question 6

Which primary research method is best suited to validating whether a B2B value proposition resonates before a full product launch?

Accepted Answer

Concept testing interviews with target buyer personas

Answer

Secondary desk research using analyst reports

Answer

Regression analysis of historical sales data

Answer

Social media sentiment monitoring

Question 7

A B2B researcher uses stratified random sampling to survey IT decision-makers. The primary benefit over simple random sampling is:

Accepted Answer

Ensuring proportional representation of subgroups such as company size or industry

Answer

Lower cost and faster fieldwork

Answer

Eliminating the need for a sampling frame

Answer

Guaranteeing a response rate above 50%