Research and guides
Vendor-neutral guidance for designing better questionnaires, testing survey workflows and making evidence-based software decisions.
Guide · 21 October 2026 · 14 min
Collect only demographic variables the analysis needs, using jurisdiction-aware categories, self-identification, explicit missing codes and a disclosure-risk review.
Read article ↗Evidence asset · 19 October 2026 · 13 min
Calculate survey completion rate from eligible starts with a worked example, start-state rules, stage-level drop-off diagnostic and reproducible measurement log.
Read article ↗Evidence asset · 18 October 2026 · 14 min
Translate and culturally adapt a questionnaire with an annotated source, team review, target-language testing and a reproducible version log.
Read article ↗Evidence asset · 16 October 2026 · 14 min
Choose, budget and evaluate a survey incentive without assuming that a higher response rate removes nonresponse bias.
Read article ↗Guide · 14 October 2026 · 13 min
Use a matrix only for parallel items, with a mobile fallback, explicit row and column codes, and a reproducible straightlining review.
Read article ↗Evidence asset · 12 October 2026 · 13 min
Control priming and context with a decision table, split-ballot example, twelve-field test log and eight pre-launch order checks.
Read article ↗Evidence asset · 11 October 2026 · 14 min
Map survey answers, scores and outcomes into contact context without overwriting response history, using a reusable schema and boundary tests.
Read article ↗Evidence asset · 9 October 2026 · 14 min
Turn free-text survey answers into an auditable coded dataset with a unit-of-analysis rule, tested codebook, double-coding pilot and disagreement log.
Read article ↗Evidence asset · 7 October 2026 · 13 min
Calculate and interpret margin of error with worked proportion examples, design-aware boundaries and a reusable reporting worksheet.
Read article ↗Evidence asset · 5 October 2026 · 12 min
Calculate CES without reversing its meaning, using a worked average, polarity check, comparability gate and reusable reporting worksheet.
Read article ↗Evidence asset · 4 October 2026 · 12 min
Audit a survey sampling frame before selection with a 15-point checklist, coverage-error matrix, worked duplicate example and reproducible frame specification.
Read article ↗Evidence asset · 2 October 2026 · 13 min
Assess nonresponse bias beyond the response rate with a diagnostic evidence ladder, worked comparisons, sensitivity scenarios and a reusable worksheet.
Read article ↗Guide · 30 September 2026 · 12 min
Turn research inclusion criteria into neutral screening questions, explicit routes and a reusable eligibility test matrix.
Read article ↗Evidence asset · 28 September 2026 · 11 min
Calculate a customer satisfaction score from valid answers with a worked example, denominator rules, comparability checks and a reusable reporting worksheet.
Read article ↗Evidence asset · 27 September 2026 · 13 min
Build and audit survey weights with a component matrix, worked post-stratification example, effective-sample-size check and reusable specification.
Read article ↗Evidence asset · 25 September 2026 · 13 min
Turn a raw survey export into an auditable analysis file with 20 duplicate, range, routing, missingness, timestamp and transformation tests.
Read article ↗Guide · 23 September 2026 · 12 min
Write a clear survey invitation and run reminders with a reusable schedule, suppression rules, fieldwork log and pre-send checks.
Read article ↗Evidence asset · 21 September 2026 · 11 min
Calculate NPS from 0–10 responses with a worked example, reproducible worksheet, uncertainty checks and limitations that prevent overclaiming.
Read article ↗Guide · 20 September 2026 · 12 min
Design post-survey follow-up as an auditable route with a decision matrix, reusable workflow specification, timing rules and boundary tests.
Read article ↗Evidence asset · 18 September 2026 · 12 min
Build an online research consent process with an 18-check screen, documentation decision tree, implementation tests and jurisdiction-aware limitations.
Read article ↗Guide · 16 September 2026 · 11 min
Design clear Likert items with a response-scale decision matrix, 12 reusable patterns, explicit missing-value codes and analysis guardrails.
Read article ↗Evidence asset · 14 September 2026 · 12 min
Calculate completed responses for a proportion with margin of error, confidence level, finite-population adjustment and a response-rate planning worksheet.
Read article ↗Evidence asset · 7 September 2026 · 12 min
Calculate and report survey response rates consistently with AAPOR definitions, a worked example and a reproducible disposition worksheet.
Read article ↗Guide · 9 September 2026 · 12 min
Build a lead qualification survey with ten question templates, a transparent 100-point score and routing rules that preserve the evidence behind each outcome.
Read article ↗Evidence asset · 11 September 2026 · 11 min
Document survey variables, response codes, missing values, derivations and branch rules with a reusable 15-field template and reproducible audit.
Read article ↗Evidence asset · 13 September 2026 · 12 min
Run a cognitive interview pretest with an eight-step protocol, response-process probes, a reusable issue log and an evidence-led revision loop.
Read article ↗Evidence asset · 24 August 2026 · 12 min
A reproducible 25-point test for detecting leading, vague, double-barrelled and hard-to-answer survey questions before fieldwork.
Read article ↗Evidence asset · 24 August 2026 · 14 min
A reusable 40-check release gate covering routing, accessibility, mobile behavior, privacy, exports and recovery before a survey goes live.
Read article ↗Guide · 24 August 2026 · 11 min
A practical method for mapping survey branches, testing every route and preventing hidden gaps in exports and analysis.
Read article ↗Guide · 24 August 2026 · 10 min
A decision framework for making accurate privacy promises, reducing identification risk and writing clear respondent disclosures.
Read article ↗Guide · 14 August 2026 · 7 min
A plain-language guide to an ambiguous category, including how to avoid paid-survey consumer apps when you need business software.
Read article ↗Guide · 14 August 2026 · 9 min
Eight criteria for comparing survey tools without being distracted by template counts or generic AI claims.
Read article ↗