Ethics & Community-Centered Documentation

GlossKit is designed to encourage FAIR and CARE-aligned documentation practice while keeping community governance, consent, and ethical review in human hands.

GlossKit is designed to encourage documentation practices aligned with FAIR and CARE principles, but it does not guarantee compliance automatically.

FAIR means supporting workflows that make language data more findable, accessible under appropriate permissions, interoperable, and reusable. CARE means treating collective benefit, authority to control, responsibility, and ethics as first-class concerns rather than afterthoughts.

Users remain responsible for consent, permissions, community agreements, ethics review, and archive-specific requirements. The platform is intended to make best practices easier to follow, not to replace community governance, institutional review, or local decision-making.

Ethical workflow design

GlossKit is intended to make best-practice stewardship easier to follow through workflow design, metadata discipline, and reviewable automation.

Community-Centered Documentation

GlossKit is designed to support documentation that remains accountable to the people and communities connected to the language data. Project structure, consultant metadata, and workflow review are intended to help teams keep the social context of documentation visible rather than collapsing everything into anonymous technical artifacts.

Consent-Aware Workflows

Consent is not a one-time checkbox. Documentation teams often need to track who contributed, what kinds of use are appropriate, and how access or sharing expectations may differ by project. GlossKit is designed to encourage that discipline through workflow design while leaving consent policy and governance decisions to responsible users and institutions.

Human-in-the-Loop Automation

Automation can be useful in transcription, morphology, and syntax, but it should remain inspectable and revisable. GlossKit supports human-in-the-loop review so that suggested analyses remain open to correction rather than silently hardening into accepted outputs.

FAIR and CARE in Practice

GlossKit is designed to encourage documentation practices aligned with FAIR and CARE principles, but it does not guarantee compliance automatically. The platform is intended to make best practices easier to follow, not to replace community governance, institutional review, or local decision-making.

Data Sovereignty as a Design Concern

GlossKit treats data sovereignty as a design concern rather than a solved legal guarantee. The platform is being developed with the expectation that projects may require differentiated access, careful stewardship, and explicit community authority over how materials are used, reviewed, shared, or exported.

Archival Permissions

Export and archival packaging do not remove the need for archive-specific permissions or community-specific agreements. GlossKit can help assemble materials and metadata, but users remain responsible for deciding what should be shared, restricted, deposited, or withheld.

Resources for ethical documentation

We encourage users to engage with broader conversations about ethical language documentation, metadata stewardship, archival permissions, and community-centered review.

  • CARE Principles for Indigenous Data Governance

    Carroll, Stephanie Russo, Ibrahim Garba, Oscar L. Figueroa-Rodríguez, Jarita Holbrook, Raymond Lovett, Sydney Materechera, Mark Parsons, et al. 2020. “The CARE Principles for Indigenous Data Governance.” Data Science Journal 19: 43. DOI: 10.5334/dsj-2020-043.

  • FAIR Guiding Principles for Scientific Data Management and Stewardship

    Wilkinson, Mark D., Michel Dumontier, IJsbrand Jan Aalbersberg, Gabrielle Appleton, Myles Axton, Arie Baak, et al. 2016. “The FAIR Guiding Principles for Scientific Data Management and Stewardship.” Scientific Data 3: 160018. DOI: 10.1038/sdata.2016.18.

  • The Cambridge Handbook of Endangered Languages

    Austin, Peter K., and Julia Sallabank, eds. 2011. The Cambridge Handbook of Endangered Languages. Cambridge: Cambridge University Press. DOI: 10.1017/CBO9780511975981.

  • Linguistic Society of America: Ethics

    Linguistic Society of America. “Ethics.” The official LSA ethics page maintains ethics resources and an Ethics Committee to support linguists engaging ethical issues in research, teaching, and practice.

Document languages responsibly.

Request beta access to follow the platform as it develops or contact the GlossKit team with feedback on ethical documentation workflows.