Calavion Resources helps hiring teams choose suitable work, give applicants the right context, review observable evidence and hold a more useful conversation afterward. Resources are grouped under four themes. Each states its sources and limits.
Evidence and reference
Four resources are built to be cited: each states its method, sources, limitations, publication date and update date.
Evidence review
What research says about seeing applicants perform real work: validity, reliability, adverse impact and applicant reactions, with sources and what it does not establish about Calavion.
Category comparison
Work samples, job simulations, take-home assignments and real-work hiring compared on the same dimensions.
Field note
How a customer-support situation becomes a hiring environment, and what the environment cannot prove.
Review protocol
How to discuss applicant work without reducing it to a score: eight steps and a printable checklist.
Real work in hiring
- Work samples, job simulations, take-home assignments and real-work hiring
- How to choose real work for a hiring exercise
- How Calavion turns a resolved case into a hiring exercise
Designing fair opportunities
- What research says about seeing applicants perform real work
- How much context should entry-level applicants receive in a work sample?
Evidence and Replay
- How to discuss applicant work without reducing it to a score
- How to debrief a practical hiring task
- Why hiring evidence should separate observation from interpretation
- When is unfinished work the responsible outcome?
Role reality
- How a customer-support situation becomes a hiring environment
- Sample environment: the cancellation that never happened
About these resources
Calavion does not publish invented customer findings, testimonials or research. Illustrative scenarios are labeled. Checklists and conversation guides are editorial tools, not proprietary or scientifically validated frameworks. Calavion has not demonstrated predictive validity, fairness or improved hiring outcomes.