B2B Research Methods & Evidence-Based Practice 2 — Questions and Answers
Question 1: A B2B marketer wants to understand why enterprise clients churn after the first renewal. Which research method is most appropriate?
- A/B testing of onboarding emails
- In-depth interviews with churned customers (Correct answer)
- Conjoint analysis of pricing tiers
- Web analytics review of login frequency
Correct answer: In-depth interviews with churned customers
In-depth interviews uncover the underlying motivations and context behind churn decisions that quantitative methods cannot capture.
Question 2: Which statistical concept describes the risk of concluding a marketing campaign worked when the result was actually due to chance?
- Statistical power
- Confidence interval
- Type I error (Correct answer)
- Effect size
Correct answer: Type I error
A Type I error (false positive) occurs when a null hypothesis is incorrectly rejected, attributing random variation to a real effect.
Question 3: In B2B research, what does 'firmographic segmentation' refer to?
- Segmenting prospects by individual buyer personality traits
- Grouping companies by attributes like industry, size, and revenue (Correct answer)
- Analyzing firm financial statements for investment decisions
- Mapping buyer journey stages by deal size
Correct answer: Grouping companies by attributes like industry, size, and revenue
Firmographics are company-level characteristics — industry, employee count, revenue, location — used to segment B2B target markets.
Question 4: A researcher runs the same survey with two different sample groups and gets nearly identical results. This indicates the survey has high:
- Construct validity
- Face validity
- Test-retest reliability (Correct answer)
- Internal consistency
Correct answer: Test-retest reliability
Test-retest reliability measures whether a research instrument produces consistent results across different administrations or samples.
Question 5: Which data collection approach best reduces social desirability bias when surveying procurement managers about vendor selection criteria?
- Phone interviews with a senior researcher
- Anonymous online surveys (Correct answer)
- Focus groups with peers present
- In-person structured interviews
Correct answer: Anonymous online surveys
Anonymous online surveys reduce social desirability bias because respondents feel less pressure to give 'acceptable' answers.
Question 6: A B2B company conducts a longitudinal study tracking the same cohort of clients over three years. The primary advantage of this design is:
- Lower cost per data point than cross-sectional studies
- Ability to establish causal direction and observe change over time (Correct answer)
- Elimination of interviewer bias
- Larger sample sizes than experimental designs
Correct answer: Ability to establish causal direction and observe change over time
Longitudinal designs track the same subjects over time, enabling researchers to observe cause-and-effect sequences and behavioral changes.
Question 7: When evaluating a competitor intelligence report, a B2B marketer notices the data is sourced exclusively from the competitor's press releases. The primary concern is:
- The data is too recent to be actionable
- Single-source data from a biased, self-serving origin lacks objectivity (Correct answer)
- Press releases are not considered primary research
- The sample size is too small for statistical inference
Correct answer: Single-source data from a biased, self-serving origin lacks objectivity
Relying solely on a competitor's own press releases introduces severe source bias, as companies present information in their most favorable light.
B2B Research Methods & Evidence-Based Practice 2
A B2B marketer wants to understand why enterprise clients churn after the first renewal.
Which research method is most appropriate?