Reference Deep-Dives — Page 27
Red Flags in Commercial Due Diligence: Customer Signals That Kill Deals
The 10 most dangerous customer signals that surface during CDD interviews -- how to detect them, what they mean, and how to adjust the deal.
Due Diligence for SaaS Companies: The Customer Health Metrics That Matter
SaaS-specific 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. Learn what's driving the decline, 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: Integrating NPS, CSAT, and Qualitative Interviews
Most VoC programs are just survey programs. Learn how to build a mature multi-signal system that integrates NPS, CSAT, behavioral data, and qualitative interviews into a compounding intelligence asset.
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 Academic Affairs Teams Use Research to Improve Programs
Academic affairs teams can move beyond course evaluations and enrollment data by using qualitative research to understand student experiences and drive program improvement.
How to Collect Accreditation Evidence Through Qualitative Research
Learn how qualitative research provides the systematic stakeholder evidence accreditors require for continuous improvement, beyond what surveys alone can deliver.
How to Research the Adult Learner Experience in Continuing Education
Adult learners have fundamentally different needs than traditional students. Learn research methods designed for working professionals in continuing education programs.
Alumni Research Methods: How to Study Graduate Outcomes and Satisfaction
Learn alumni research methods that go beyond low-response surveys to capture graduate outcomes, career narratives, and satisfaction data for accreditation and advancement.
Back Translation in Qualitative Research: When It Works and When It Doesn't
What back translation is, how it works for structured instruments, and why it fails for qualitative conversational research. Includes native-language AI alternatives.
Back-Translation in Research: When It Works and When It Doesn't
Back-translation is the standard for validating research instrument translations, but it has serious limitations for qualitative research. Here is when to use it and when to choose alternatives.