Reference Deep-Dives — Page 34
SaaS Due Diligence: Customer Health Metrics
SaaS CDD metrics to validate through customer interviews: NRR, GRR, cohort retention, and the customer-validated methodology that reveals what data rooms hide.
Satisfaction Survey Response Rates: Why They Decline and What to Do About It
NPS and CSAT response rates have dropped 30%+ in 5 years. Why it biases your data, and when to switch from optimizing surveys to interviewing non-respondents.
Switching Triggers: What Makes Buyers Leave for Competitors
How to identify, categorize, and act on the specific events that cause customers to switch vendors using competitive buyer research.
Voice of Customer Programs: NPS, CSAT, Interviews
Most VoC programs are just survey programs. Build a multi-signal system that fuses NPS, CSAT, behavioral data, and interviews into compounding intelligence.
Why NPS Fails in Due Diligence (And What to Measure Instead)
Why Net Promoter Score is misleading for deal decisions and what metrics PE teams should use instead -- from competitive vulnerability to switching cost ratios.
How to Collect Accreditation Evidence Through Qualitative Research
Qualitative research provides the systematic stakeholder evidence accreditors require for continuous improvement, beyond what surveys alone can deliver.
How Academic Affairs Teams Use Research to Improve Programs
Move beyond course evaluations by using qualitative research to understand student experiences and drive program improvement across academic affairs.
How to Research the Adult Learner Experience in Continuing Education
Adult learners have different needs than traditional students. Research methods designed for working professionals in continuing education programs.
Alumni Research Methods: Studying Graduate Outcomes
Traditional alumni surveys hit just 5-15% response rates — failing accreditors. Depth interviews capture the career narratives advancement teams need.
Back Translation in Qualitative Research: When It Works and When It Doesn't
Back translation works for structured instruments but fails for qualitative research. Why it breaks down and native-language AI interview alternatives.
Back-Translation in Research: When It Works and When It Doesn't
Back-translation catches lexical errors in surveys but fails for qualitative instruments. When to use it, when to skip it, and the better alternatives.
Cross-Cultural Research Design: A Practical Guide for Global Studies
A practical framework for designing cross-cultural research that produces valid, comparable insights across markets without Western-centric assumptions.