Trust and data operations
Data policy
CampCareer publishes evidence to support a decision, not to manufacture certainty. A figure, score or pathway is shown only with the evidence and readiness required by the relevant product contract.
Where data comes from
- Official government and statistical agencies
- Official education institutions
- Reputable primary industry sources
- High-quality secondary sources
- Estimates, clearly labelled as estimates
A lower-priority source does not become more authoritative through presentation. Country-specific references are listed in Sources.
Scores, estimates and missing evidence
Career publication follows the existing evidence and readiness rules. Missing evidence stays missing: it is not converted to zero, filled from another country, or shown as a verified result. Salary, demand, entry and pathway information may each have different source dates and limits.
Read the methodologyFreshness and review
Important source inputs retain provenance such as source, applicable period, retrieval date and review state in the existing data foundation. Policy changes are reviewed when rules change; recurring datasets follow their recorded source cadence. A stale or incomplete input removes the affected decision result until it can be reviewed.
Corrections and what we do not claim
Material corrections are reviewed with their source history and may be marked internally as corrected, updated or source changed. CampCareer does not guarantee admissions, employment, salary, visa eligibility, or an individual outcome. Verify consequential decisions with the relevant official authority or provider.