WEJOT KNOWLEDGE

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What Should Ad Creative Testing Measure? The Favorite Version May Not Have Completed the Communication Task

A layered evaluation framework—spanning exposure opportunity, message comprehension, brand attribution, joint valid reception, and action intent—explains why the most-liked ad version can still lose. A 1,000-person demo-vs-story × forced-view-vs-feed experiment illustrates why liking alone cannot decide the winner.

29 phút đọcĐọc
Hướng dẫnĐịnh tính & phỏng vấn

How to Conduct Informed Consent and Protect Privacy in AI Interviews? Start with Data Flows, Not Checkboxes

Implement layered disclosure covering AI roles, recording media, purposes, access, retention, sharing, withdrawal, and incidental disclosure. Support commitments through object-level data inventories, minimization, and re-identification review.

37 phút đọcĐọc
Hướng dẫnĐịnh tính & phỏng vấn

How to Write an AI Interview Guide: Probing for Evidence, Not Reinforcing Assumptions

Translate research questions into topic objectives, primary questions on concrete experiences, neutral evidence probes, transitions, and stopping conditions. Pre-test each version using coverage, completeness, leading, and safety metrics.

33 phút đọcĐọc
Hướng dẫnĐịnh tính & phỏng vấn

How Many AI Interviews Are Enough? Replace “It Feels Saturated” with a Recomputable Stopping Rule

Interview numbers should follow from information power and a batch-by-batch saturation calculation, not from a feeling. This guide gives a five-parameter starting-point table, a recomputable stopping rule, a worked illustrative example, a false-saturation checklist, and the qualitative traditions where saturation is the wrong stopping standard.

36 phút đọcĐọc
Hướng dẫnĐịnh tính & phỏng vấn

AI Interview: Text, Voice, or Video? Decide by Evidence Yield, Not Richness

Compare the three modalities on evidence capability, completion burden, mode effects, transcription errors, privacy, and accessibility, then select a single or mixed mode based on the usable evidence per invitee.

30 phút đọcĐọc
Hướng dẫnBảng khảo sát & thang đo

Are Employees Actually Using Generative AI? Measure Access, Behavior, Trust, and Avoidance Separately

Baseline adoption, adoption drivers, and governance readiness are three different questions. Measure availability and authorization, concrete usage behavior, trust split by object, and boundary concerns as four separate evidence layers so that an access problem is not misread as an employee-attitude problem.

28 phút đọcĐọc