Research sources behind BridgeQuest
BridgeQuest is an educational simulation. Its Advisor and evidence features are grounded in publicly accessible, open-access, or permissioned sources.
We cite and summarize sources for learning; we do not claim ownership of third-party materials. Where a source has additional terms, licenses, or usage restrictions, we follow them and link you to the original publisher.
Last updated: January 12, 2026
What we include
- Official public guidance and program documentation from Government of Canada immigration services.
- Open-access research indexes and directories (metadata + links to publisher-hosted full text).
- Public legal information (e.g., case law and tribunal decisions) where permitted by the publisher’s terms.
Ethical use principles
- Provenance: every extracted fact is linked back to an original publisher URL or identifier.
- Minimization: we prefer short quotations and summaries with citations rather than reproducing full documents.
- Respect for terms: where a source has usage rules (robots, licenses, ToS), we follow them and exclude content that is not clearly permitted.
- Educational framing: BridgeQuest is not legal advice; players should verify details against official sources.
If you believe a source is misattributed or should be removed, please contact the BridgeQuest team.
Source register (open and ethical)
The items below are the primary open/public sources referenced by our collection strategy.
Government of Canada — Immigration, Refugees and Citizenship Canada (IRCC)
Official program pages, operational updates, and processing guidance used to ground descriptions of pathways, requirements, and procedural steps.
canada.ca/en/immigration-refugees-citizenshipImmigration and Refugee Board of Canada (IRB)
Public tribunal materials used to model decision factors and procedural realities. We prioritize official publisher-hosted pages and avoid redistributing protected content.
irb.gc.caCanLII (Canadian Legal Information Institute)
Public legal information and decisions. Use is governed by CanLII’s terms; we treat this as a citation-and-link source and keep extracts minimal.
canlii.orgCORE (core.ac.uk)
Open-access research aggregator used to discover scholarly work relevant to migration, policy, settlement, and integration.
core.ac.ukDirectory of Open Access Journals (DOAJ)
Open-access journal directory used to identify peer-reviewed research that can be ethically linked and cited.
doaj.orgOAPEN
Open-access book platform used for longer-form evidence (e.g., policy and social science monographs).
oapen.orgOpenAlex
Open scholarly index used to discover research and track provenance via stable identifiers and publisher links.
openalex.orgNote: Our internal collection strategy also references additional categories (e.g., university repositories, government publications, and NGOs). We only include those materials when they are clearly open-access/public, and we record the publisher and terms before use.
Annotated bibliography (evidence register)
This bibliography is generated from our Evidence Sheets register (CSV). Each entry includes a link to the publisher, a short educational annotation, and the recorded reuse notes.
Included: 42 • Excluded: 41 • Terms unclear: 16
Housing Information for Newcomers — Canada Mortgage and Housing Corporation
Housing Information for Newcomers — Canada Mortgage and Housing Corporation
Banking Basics for Newcomers — Canadian Bankers Association
Budgeting Basics — Canadian Bankers Association
Budgeting Basics — Canadian Bankers Association
Vancouver Community Services — City of Vancouver
Family Support Resources for Newcomers — Family Services Canada
Family Support Resources for Newcomers — Family Services Canada
Canada Budget Guide — Government of Canada
Driving in Canada — Government of Canada
Ontario Employment Resources — Government of Ontario
Healthcare Access Guide — Health Canada
Healthcare Access Guide — Health Canada
Healthcare Access Guide — Health Canada
Healthcare Access Guide — Health Canada
Healthcare Guide for Newcomers — Health Canada
Healthcare Guide for Newcomers — Health Canada
Healthcare Guide for Newcomers — Health Canada
Cultural Integration Guide for Newcomers — Immigration, Refugees and Citizenship Canada
Cultural Integration Guide for Newcomers — Immigration, Refugees and Citizenship Canada
Cultural Integration Guide for Newcomers — Immigration, Refugees and Citizenship Canada
Immigration Resources — Immigration, Refugees and Citizenship Canada
Immigration Resources — Immigration, Refugees and Citizenship Canada
Canadian Salary Data (Stack Overflow Survey) Dataset — Kaggle (dataset page)
Income Survey (Finance Analysis) Dataset — Kaggle (dataset page)
International Students in Canada (Study Level) Dataset — Kaggle (dataset page)
Realistic Loan Approval Dataset (US + Canada) — Kaggle (dataset page)
Community Resources for Newcomers — Local Community Services
Community Resources for Newcomers — Local Community Services
Community Resources for Newcomers — Local Community Services
Housing Support Guide — Municipal Government
Employment Standards Guide — Provincial Government
Employment Standards Guide — Provincial Government
Employment Standards Guide — Provincial Government
Education Options for Newcomers — Provincial Ministry of Education
Education Options for Newcomers — Provincial Ministry of Education
Education Options for Newcomers — Provincial Ministry of Education
Employment Resources for Newcomers — Service Canada
Employment Resources for Newcomers — Service Canada
Employment Resources for Newcomers — Service Canada
Employment Resources for Newcomers — Service Canada
Employment Resources for Newcomers — Service Canada
Ethics Framework Grounding
BridgeQuest's five ethics dials (Accuracy, Fairness, Rights, Transparency, Timeliness) are grounded in the following established AI ethics frameworks. Full mapping available in our research repository.
Accuracy, Fairness, Rights, Transparency, and Timeliness — grounded in the Montreal Declaration (2018), IEEE EAD v2, OECD AI Principles (2024), and EU AI Act (2024).