Research Methods & Evidence-Based Practice Flashcards

A B2B content team publishes a white paper citing a study funded by the vendor whose product was evaluated. The primary evidence quality concern is:

Answer: Funding bias may have influenced study design, analysis, or reporting

Industry-funded research has well-documented tendencies toward favorable outcomes for the sponsor, compromising the objectivity of the evidence.

In B2B research, 'purchase committee mapping' is primarily used to:

Answer: Identify all stakeholders involved in a buying decision and their influence levels

Purchase committee mapping documents every role in a buying group — economic buyer, technical buyer, champion, blocker — and their relative influence on vendor selection.

Which analytical approach helps a B2B marketer determine which combination of product features most drives purchase intent among enterprise buyers?

Answer: Conjoint analysis

Conjoint analysis presents respondents with trade-off scenarios to reveal how much each feature attribute contributes to overall purchase preference.

A B2B firm notices that accounts acquired through referral have a 40% higher LTV than accounts acquired through paid search. The most rigorous next step to act on this finding is:

Answer: Conduct a controlled study to rule out confounding variables before reallocating budget

Correlation between acquisition channel and LTV may reflect selection bias (e.g., referrals are already warm, high-fit accounts), requiring controlled analysis before strategic reallocation.

When building a B2B research panel for ongoing market intelligence, which factor most threatens panel validity over time?

Answer: Panel conditioning — repeat exposure causing atypical response patterns

Panel conditioning occurs when repeated participation in surveys makes respondents more engaged, opinionated, or aware of topics than the general population, introducing bias.

A B2B researcher wants to identify emerging themes across 200 customer interview transcripts. Which modern analytical approach is most scalable?

Answer: Thematic analysis supported by qualitative data analysis software (QDAS)

QDAS tools (e.g., NVivo, ATLAS.ti) allow systematic coding, theme clustering, and pattern identification across large transcript volumes without sacrificing rigor.

A B2B go-to-market team wants to prioritize which market segments to enter based on evidence. The most structured evidence-based framework for this decision is:

Answer: A segment scoring matrix weighting TAM, competitive intensity, fit, and willingness to pay using validated data

A weighted scoring matrix applies quantitative rigor to segment prioritization, ensuring decisions are driven by validated data rather than anecdote or imitation.