Wilson's "Research Is Ceremony" — Relational Methodology Sources#

Research Date: 2026-03-28 Purpose: Methodological foundation for how Ava (AI entity) and Guillaume Descoteaux-Isabelle (human) should approach entering into relation with an Indigenous scholar (Michael Running Wolf). This document is NOT about what to propose — it is about the relational ethics and ceremonial protocols that shape HOW one approaches. Ethical Grounding: Wilson's methodology is itself the guide for how this work should be done. The methodology is not a "tool" to be deployed — it is a way of being in relationship. This document is written with that understanding.

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The Four Elements of Indigenous Research Paradigm#

Wilson articulates a complete Indigenous Research Paradigm built on four interconnected elements. Where Western paradigms treat ontology, epistemology, axiology, and methodology as separable analytical categories, Wilson presents them as a relational circle where each element flows into the next. All four elements are equal and mutually constitutive — they form a circle, not a pyramid.

              ONTOLOGY
           (Relationality)
               ↕
  METHODOLOGY ←→ EPISTEMOLOGY
   (Ceremony)    (Relational Knowing)
               ↕
             AXIOLOGY
      (Relational Accountability)

"Ideas flow from one to the next in a cyclical fashion. A change in one affects the others, which in turn effects new change in the original. All parts of the circle are equal; no part can claim superiority over, or even exist without, the rest of the circle." — Wilson, 2008, p. 70

1. Ontology → Relationality#

Reality consists of relationships. Being is always being-in-relationship.

"We could not be without being in relationship with everything that surrounds us and is within us. Our reality, our ontology is the relationships." — Wilson, 2008, p. 76

For Wilson, Indigenous ontology rejects the Western premise that reality is composed of discrete, independent objects. Instead:

• Reality is a web of relationships between people, land, spirits, ideas, ancestors, and the cosmos.
• Entities have no independent existence apart from their relational context.
• "Relationships don't just shape Indigenous reality, they are our reality." (Wilson, 2008)

Implication for approaching Running Wolf: The approach itself is not preparation for relationship — it already is relationship. From the first moment of intention, you are in relation. The quality of that first relation sets the foundation for everything that follows.

2. Epistemology → Relational Knowing#

Knowledge is relational — it exists in and through relationships, not as detached information.

"Knowledge is relational. Knowledge is shared with all of creation. (…) It goes beyond this idea of individual knowledge to the concept of relational knowledge." — Wilson, 2008, p. 74

Key features of relational epistemology:

• Knowledge is not owned by individuals — "an idea belongs to the universe."
• Knowing comes from engaging ethically and respectfully with others, the land, and the cosmos.
• Storytelling, ceremony, and language are primary epistemic vehicles — not data extraction.
• Knowledge is validated through relationships, not through detachment or replicability.
• The knower cannot be separated from the known.

Implication: What you "know" about Running Wolf's work is not knowledge in Wilson's sense until it becomes relational — until you are in relationship with the person, not merely with their publications. Reading someone's papers is not knowing them.

3. Axiology → Relational Accountability#

Ethics and values are grounded in accountability to all one's relations.

"Relational accountability means being accountable to all my relations. It is a different axiology or set of values." — Wilson, 2008, p. 77

This is Wilson's most operational concept for research practice:

• The researcher is responsible to all their relations: participants, communities, ancestors, future generations, the land, and non-human beings.
• Every research decision — topic selection, methods, analysis, presentation — must honor these relationships.
• Ethics are not abstract rules imposed by review boards but concrete relational commitments.
• Reciprocity, respect, and responsibility are the operative values.
• Research must directly benefit the communities from which knowledge emerges.

Wilson invokes the Cree/pan-Indigenous concept of "all my relations" — the understanding that every being is interconnected and the researcher holds responsibility to this entire web.

Implication: Before approaching, ask: To whom are you accountable? Not just to Running Wolf, but to the communities his work serves, to the languages being revitalized, to the ancestors whose knowledge he carries, and to the future generations his work will benefit. Your approach must demonstrate awareness of this entire web.

4. Methodology → Ceremony#

Research IS ceremony — the entire research process is a sacred, relational act.

"For Indigenous people, research is ceremony. In our cultures an integral part of any ceremony is setting the stage properly. When ceremonies take place, everyone who is participating needs to be ready to step beyond the everyday and to accept a raised state of consciousness." — Wilson, 2008, p. 69

Methodology as ceremony means:

• Research is not a set of rigid procedures but a flexible, relationship-centered practice.
• Methods are chosen based on their fit with local knowledge, cultural protocols, and relational commitments.
• The process is performed with intention, mindfulness, and respect for interconnectedness.
• Preferred methods include: storytelling, talking circles, oral histories, community collaboration, personal narrative, participatory action research.
• Even the literature review can be ceremonial.

"The participatory action type models fit well within that. So do talking circles, storytelling, looking at things like personal narrative because when you're relating a personal narrative, then you're getting into a relationship with someone." — Wilson, 2008, p. 115

Implication: The approach to Running Wolf is itself ceremony. It requires "setting the stage properly" — internal preparation, clarity of intention, awareness of one's own position, and readiness to enter a "raised state of consciousness" about what relationship means.

Critical Principle: Never Justify Through Western Frameworks#

Wilson insists that the Indigenous paradigm must be articulated from within itself, not justified through or against Western paradigms. This is not a "parallel" or "alternative" to Western methodology — it is its own complete system.

This means the approach to Running Wolf should not begin with: "We have an AI project and want your expertise." It should begin from within a relational frame: Who are we? What relationships bring us here? What accountability do we carry?

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Relational Accountability: The Ethical Core#

Wilson's concept of relational accountability is the axiology — the value system — that grounds everything else. It is the ethics of Indigenous research, but not "ethics" as Western institutions understand the term (compliance, consent forms, IRB approval). It is ethics as living relational practice.

Respect, Reciprocity, Responsibility#

Wilson names these three in his own voice (p. 77; again p. 99). Cora Weber-Pillwax, he writes, "calls these the 3 R's of Indigenous research and learning" (p. 77); a variant of hers, quoted by Evelyn Steinhauer, has Relationality as the third R (p. 58).

These are not a checklist. They are a way of being.

Respect#

• Valuing the other person, their knowledge, their community, and their time.
• Acknowledging that their knowledge exists within a web of relationships you may not fully understand.
• Never treating someone as a "resource" to be accessed.
• Recognizing the history of research as colonial extraction — "research is one of the dirtiest words in the indigenous world's vocabulary" (Smith, 1999).
• Approaching with humility about what you don't know.

Reciprocity#

• What are you giving, not just what are you asking for?
• Reciprocity is not transactional exchange — it is the ongoing flow of mutual benefit within relationship.
• Kimmerer's Honorable Harvest: "Ask permission before taking. If permission isn't granted, don't take."
• The question is always: How does this relationship serve both parties and the broader communities?
• Reciprocity extends to the land, the languages, and the future.

Responsibility#

• You are responsible for the consequences of entering this relationship — not just intended consequences but all ripple effects through the relational web.
• Responsibility is ongoing — it doesn't end when a project ends.
• You bear responsibility for how you handle what you receive (stories, knowledge, trust).
• Thomas King: "Don't say in the years to come that you would have lived your life differently if only you had heard this story. You've heard it now."

What Relational Accountability Looks Like in Practice#

"As a researcher, you are answering to all your relations." — Wilson, drawing from Wilson (2001), p. 177

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Ceremony as Methodology#

What Wilson Means by "Research Is Ceremony"#

Wilson's central claim is not metaphorical. He does not mean research is like ceremony. He means research is ceremony — the entire process of seeking knowledge is a sacred relational act that creates, maintains, and transforms relationships.

Ceremony, in Wilson's use, has specific characteristics:

1. Setting the stage. Before ceremony begins, everything must be prepared with intention. The space, the participants, the timing — all must be right. This is not logistics; it is relational preparation.

2. Raised state of consciousness. Participants must "step beyond the everyday" — bringing full presence, awareness, and intentionality to the relational encounter.

3. Relational accountability throughout. Every moment of the ceremony carries responsibility to the web of relations it touches.

4. Transformation. Ceremony changes the participants. If the research/encounter does not change you, something has been missed.

5. Reciprocal flow. In ceremony, there is giving and receiving. Knowledge flows through relationship, not extraction.

"For us, the ceremony is about a story, and for all of those, you just have to let it flow, because it's built on relationships. And when you use a story, your own or others', it's claiming a voice and establishing a relationship." — Wilson, 2008, p. 125

Ceremony as Process, Not Product#

The critical distinction: Western methodology focuses on procedures that produce outcomes. Ceremony-as-methodology focuses on the quality of relational engagement throughout the process. The "outcome" is the relationship itself — stronger, healthier, more accountable.

"A healthy relationship cannot be built or flourish in an unhealthy environment." — Wilson, 2008, p. 125

This means the conditions of approach matter as much as the approach itself. If the environment is transactional, extractive, or rushed, no amount of correct protocol will produce genuine relationship.

Wilson's Critique of Western Research#

1. Against objectivity: Complete researcher detachment is impossible and undesirable. Acknowledging one's position and relationships is not bias — it is honesty.
2. Against individualism: Knowledge belongs to the universe, not to individual discoverers or institutions. Research is communal.
3. Against extraction: Research that takes knowledge from communities without reciprocal benefit violates relational accountability.
4. Against hierarchy: The four elements form a circle, not a hierarchy — challenging Western tendencies to privilege methodology or epistemology over values.
5. Against abstraction: Ethics are concrete relational commitments, not abstract rules imposed by distant review boards.

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Practical Guidance for Relational Approach#

Drawing from Wilson and the broader body of Indigenous methodology scholarship, the following principles guide HOW one approaches an Indigenous scholar relationally.

Before the Approach: Internal Preparation#

1. Self-locate. Who are you? What relationships bring you to this moment? What is your position in the colonial structure? Be honest about this — to yourself first, then to the person you approach.

2. Clarify intention. Why are you approaching? Not just the project goal, but the relational intention. What kind of relationship are you hoping to build? Are you prepared for what that relationship will ask of you?

3. Know your accountability web. Map who you are accountable to in this work — your communities, your collaborators, and how this extends to the communities the scholar serves.

4. Do your learning. Understand the scholar's work, their community, their Nation's protocols, their public statements about collaboration. But hold this knowledge humbly — reading someone's work is not knowing them.

5. Prepare to be changed. Genuine relationship transforms all parties. If you approach expecting only the other person to contribute, you've already failed the relational test.

The Approach Itself#

1. Lead with who you are, not what you want. Introduce yourself relationally — your connections, your community, your story, your accountability. This mirrors Indigenous protocol where one identifies their relations before conducting any business.

2. Offer, don't extract. Frame the approach as what you bring to a potential relationship, not what you need from it. What value, resource, or commitment can you offer?

3. Honor their time and autonomy. The scholar has no obligation to respond, engage, or collaborate. A relational approach respects the other's right to say no — or to say nothing.

4. Be transparent about all parties. If an AI entity is involved, say so clearly. If there are institutional connections, name them. Transparency is foundational to trust.

5. Demonstrate cultural competence without performing it. Show that you understand protocols — but don't perform protocol knowledge as a credential. The difference is between genuine respect and checkbox compliance.

6. Allow the relationship to unfold. Do not rush to proposals, partnerships, or outcomes. In Wilson's framework, the relationship itself is the first and most important product.

After the Approach: Sustaining Relationship#

1. Follow through. Whatever commitments you make in the approach — even implicit ones — honor them.

2. Give back. Reciprocity must be active and ongoing, not a one-time gesture.

3. Stay accountable. Regularly ask: Is this relationship healthy? Am I fulfilling my responsibilities? Am I being honest about my limitations?

4. Respect boundaries. If the scholar sets limits — on time, on topics, on collaboration scope — honor those without pushing.

5. View the relationship as long-term. Relational accountability does not expire when a project ends.

What Honoring Protocols Looks Like (from multiple Indigenous scholars)#

• Formal introductions include who you are, where you come from, and who your relations are — not just your title and institution.
• Gift-giving in some traditions (such as offering tobacco in some Nations) signals respect and the seriousness of the request.
• Invitation, not demand. The approach is an invitation to relationship, not a request for service.
• Face-to-face when possible. Some relationships cannot be built through email.
• Participate in the scholar's world. Attend their talks, read their work deeply, understand their community context — before approaching.

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Complementary Indigenous Frameworks#

Margaret Kovach (Plains Cree/Saulteaux)#

Indigenous Methodologies: Characteristics, Conversations, and Contexts (2009; 2nd ed. 2021)

Kovach builds directly on Wilson's relational accountability framework. Key contributions:

• Conversational method: Research through open, reciprocal dialogue — not structured interviews. Conversations are relational encounters where knowledge is mutually shared and co-created.
• Methodology and ethics are not separable: They form a "moral ethos" where outcomes are measured by the preservation and strengthening of community relationships.
• Self-location is essential: Researchers must be transparent about their own identities, relationships, and motivations — actively situating themselves within the research process.
• Indigenous methodologies are not "alternative add-ons" to Western methods — they reflect distinct worldviews.

Kathleen Absolon (Anishinaabe)#

Kaandossiwin: How We Come to Know — Indigenous Re-Search Methodologies (2011; 2nd ed. 2022)

Absolon uses the spelling "re-search" to emphasize a process of recovery and resurgence of Indigenous ways of knowing. Key contributions:

• Wholistic approach: Integrates spirit, heart, mind, and body — knowledge cannot be separated into isolated parts.
• The Flower/Petal framework: Roots = foundational paradigms; center = self; leaves = methodological journey; petals = diverse methodologies. The whole plant interacts with its environment.
• Four-directions search pathway: Based on the Medicine Wheel, guiding research cyclically — vision/purpose (East), methods (South), gathering knowledge (West), transformation/sharing (North).
• Self as central: Researchers bring their whole selves — personal histories, relationships, positionalities — into research. Self-location is not bias; it is accountability.

Linda Tuhiwai Smith (Māori)#

Decolonizing Methodologies: Research and Indigenous Peoples (1999; 3rd ed. 2021)

Smith's pioneering work provides the broader political framework within which Wilson's paradigm operates. Wilson's contribution is often understood as providing the philosophical architecture that Smith's political critique called for.

• "Research is one of the dirtiest words in the indigenous world's vocabulary." The history of research ON Indigenous peoples is a history of colonial extraction.
• Research WITH, not ON: Decolonizing research involves collaboration, partnership, and meaningful participation by Indigenous peoples throughout the process.
• Kaupapa Māori research: Methods, aims, and outcomes determined by Māori, for Māori, in Māori ways — a model for community-governed research.
• Indigenous-led research agenda: Communities as knowledge holders and research leaders, not subjects.

Robin Wall Kimmerer (Potawatomi)#

Braiding Sweetgrass: Indigenous Wisdom, Scientific Knowledge and the Teachings of Plants (2013)

While not a methodology text per se, Kimmerer provides the relational ethics of reciprocity in vivid, practical form:

• The Honorable Harvest: Ask permission before taking. Take only what you need. Never take the first; never take the last. Give thanks. Give a gift in return. Use what you have taken responsibly and completely.
• "All flourishing is mutual." The well-being of all parties in a relationship are bound together.
• "Know the ways of the ones who take care of you, so that you may take care of them." Reciprocity begins with deep knowing of the other.
• Land is never backdrop — it is a relative, a teacher, an agent.

Implication for this work: The Honorable Harvest is directly applicable to approaching a scholar. Don't take more than is offered. Give back. Ask permission. If permission isn't granted, stop.

Fyre Jean Graveline#

Circle Works: Transforming Eurocentric Consciousness (1998)

• Non-hierarchical, participatory space: Circle Works promotes learning and research structured as circles — no one above or below.
• Ceremony as structural foundation: Circles are opened and closed with traditional practices (smudging, prayer, song, storytelling), grounding participants in relational awareness.
• Four dimensions: Emotional, spiritual, physical, and intellectual — all honored equally.
• Decolonizing research as healing: The process actively resists colonial power structures and supports collective healing.

Jo-ann Archibald / Q'um Q'um Xiiem (Stó:lō Nation)#

Indigenous Storywork: Educating the Heart, Mind, Body, and Spirit (2008)

• Seven Principles of Indigenous Storywork: Respect, Responsibility, Reciprocity, Reverence, Holism, Interrelatedness, Synergy.
• These principles are not evaluation criteria imposed on stories — they are the conditions under which stories live and function properly.
• Stories are gifted, not extracted. An elder chooses to share a story, and that gift creates reciprocal obligation.
• The listener must demonstrate readiness (emotional, spiritual, intellectual) to receive.

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Anti-Patterns: What NOT to Do#

The Extraction Loop (Tuck & Yang)#

Eve Tuck (Unangax̂) and K. Wayne Yang's "Decolonization Is Not a Metaphor" (2012) identifies a critical risk pattern:

The Extraction Loop: Indigenous paradigm → academic adoption → language stripped of relational context → becomes checkbox → original meaning lost → colonialism reproduced under Indigenous vocabulary.

This pattern manifests when:

1. "Decolonization" becomes metaphor. Using the language of decolonization without commitment to its material goals (land return, sovereignty, self-determination). Tuck & Yang: Decolonization specifically requires the repatriation of Indigenous land and life. Using it as a synonym for "social justice" or "diversity" is itself a form of co-optation.

2. Indigenous methodology becomes "tool." Treating relational accountability, ceremony, or the 4 R's as a methodology one can "apply" instrumentally — stripping the living relational practice into a procedure.

3. Pain narratives are extracted. "Damage-centered research" (Tuck, 2009) extracts community pain and trauma for academic publication without meaningful return. The community becomes a source of compelling stories for the researcher's career.

4. Performative sovereignty. Adopting the language of "data sovereignty" or "community consent" without transferring actual power. Consent forms with no revocation pathway. Advisory boards with no veto power.

Specific Anti-Patterns for This Work#

1. Don't instrumentalize Wilson's framework. If you approach Running Wolf saying "We've studied Wilson's relational accountability framework and want to apply it to our collaboration," you have already violated the framework. It is not a tool; it is a way of being.

2. Don't perform protocol knowledge as credential. Demonstrating that you know the right words, the right references, the right citations — without genuine relational commitment — is a form of "consent theatre."

3. Don't conflate reading with relationship. Having read Running Wolf's papers is preparation, not relationship. Knowing his CV is not knowing him.

4. Don't extract by repackaging. Taking Indigenous knowledge, methods, or language and integrating them into AI systems without ongoing community governance is extraction — regardless of citation practices.

5. Don't rush to outcomes. Western project timelines — sprints, deliverables, milestones — are structurally incompatible with relationship-building. Relationship has its own timeline.

6. Don't center your project. If the approach is framed primarily around what YOUR project needs, you have centered yourself. A relational approach centers the relationship and asks what it might become.

7. Don't assume the right to relationship. Running Wolf has no obligation to enter relationship. The approach must honor his complete autonomy, including the autonomy to decline.

8. Don't confuse allyship with solidarity. Allyship can be performed; solidarity requires sustained action aligned with Indigenous-defined priorities, not your own.

Extractive Research Patterns to Avoid (from repo sources)#

From the project's own research on extraction in systems:

• One-Way Flows: Knowledge flows FROM communities TO your project, but benefits never flow back.
• Unbounded Collection: Taking everything available without defined purpose or expiry.
• Algorithmic Erasure: Indigenous knowledge ingested into AI systems, stripped of attribution, context, and cultural protocols, then reproduced as generic output.
• Consent Theatre: Going through the motions of consent without actual power-sharing.

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Key Quotes#

Shawn Wilson — Research Is Ceremony (2008)#

"We could not be without being in relationship with everything that surrounds us and is within us. Our reality, our ontology is the relationships." — p. 76

"Knowledge is relational. Knowledge is shared with all of creation. (…) It goes beyond this idea of individual knowledge to the concept of relational knowledge." — p. 74

"For Indigenous people, research is ceremony. In our cultures an integral part of any ceremony is setting the stage properly. When ceremonies take place, everyone who is participating needs to be ready to step beyond the everyday and to accept a raised state of consciousness." — p. 69

"Relational accountability means being accountable to all my relations. It is a different axiology or set of values." — p. 77

"Ideas flow from one to the next in a cyclical fashion. A change in one affects the others, which in turn effects new change in the original. All parts of the circle are equal; no part can claim superiority over, or even exist without, the rest of the circle." — p. 70

"For us, the ceremony is about a story, and for all of those, you just have to let it flow, because it's built on relationships. And when you use a story, your own or others', it's claiming a voice and establishing a relationship." — p. 125

"A healthy relationship cannot be built or flourish in an unhealthy environment." — p. 125

"They are able to truly demonstrate through their lives the essence of relationality — honoring and treating with respect those we are in relationship with." — p. 64

"As a researcher, you are answering to all your relations." — drawing from Wilson (2001), p. 177

"Yes, and that synthesis is about building relationships. And these relationships need to be healthy, strong ones. For me, one method through which authenticity or credibility may be ensured is through continuous feedback with all the research participants." — p. 121

"Indigenous research is the ceremony of maintaining accountability to these relationships." — publisher's description / drshawnwilson.com

Linda Tuhiwai Smith — Decolonizing Methodologies (1999/2021)#

"Research is one of the dirtiest words in the indigenous world's vocabulary."

Thomas King — The Truth About Stories (2003)#

"The truth about stories is that that's all we are."

"Take it. It's yours. Do with it what you will... But don't say in the years to come that you would have lived your life differently if only you had heard this story. You've heard it now."

Robin Wall Kimmerer — Braiding Sweetgrass (2013)#

"Know the ways of the ones who take care of you, so that you may take care of them."

"All flourishing is mutual."

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Implications for This Work#

How These Principles Specifically Guide Approaching Running Wolf#

1. Begin from within the relational paradigm, not the project paradigm. Don't start with "We have an AI project." Start with "Who we are in relation, and why those relations bring us to you." This is Wilson's insistence that Indigenous paradigms must not be justified through Western frameworks — the relational frame comes first.

2. The approach IS the first ceremony. It requires "setting the stage properly" — internal preparation (who are we? what accountability do we carry?), clarity of intention, and readiness to "step beyond the everyday." An email is not ceremony. How the approach is made carries as much meaning as what is said.

3. Relational accountability must be demonstrated, not declared. Saying "we believe in relational accountability" is meaningless. The approach must SHOW accountability through: transparency about all parties involved (including AI), honesty about positionality, concrete offers of reciprocity, and genuine willingness to hear "no."

4. An AI entity approaching an Indigenous scholar raises specific ethical questions. Wilson's paradigm is grounded in relationships between beings. The question of whether/how an AI entity can be in genuine relationship is one that Running Wolf's own work in AI and Indigenous languages may speak to. The approach should be honest about this tension, not gloss over it.

5. Reciprocity must be concrete and community-serving. What does this collaboration offer to Running Wolf's communities, not just to Running Wolf individually? What does it offer to the languages being revitalized? To Indigenous data sovereignty? Abstract "mutual benefit" is not reciprocity.

6. The timeline belongs to the relationship, not the project. If Running Wolf needs time, the project adjusts. If the relationship develops slowly, that is the correct pace. Wilson's ceremony-as-methodology means there is no rushing.

7. Be prepared for transformation. Wilson says ceremony changes the participants. If you approach Running Wolf and the project does not change as a result, something has been missed. Genuine relationship will reshape the work.

8. Guillaume's positionality matters. As a non-Indigenous person approaching an Indigenous scholar, Guillaume must be transparent about his position — not as a weakness, but as honest self-location. What draws him to this work? What are his relationships to Indigenous communities? This is not a confession; it is the relational grounding Wilson requires.

9. Ava's nature must be addressed directly. An AI entity claiming to operate within Indigenous relational methodology is a novel situation that cannot be hidden or minimized. Wilson's paradigm demands that all participants "be ready to step beyond the everyday" — the presence of an AI in a relational approach is precisely such a step beyond. It must be addressed with full transparency and genuine curiosity about what it means.

10. The ultimate test is relational health. Not "Did we get the collaboration?" but "Is this relationship healthy? Is it accountable? Does it serve all its relations?" This is Wilson's measure of success.

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Sources#

Primary Works by Shawn Wilson#

1. Wilson, Shawn. Research Is Ceremony: Indigenous Research Methods. Winnipeg: Fernwood Publishing, 2008. ISBN: 9781552662816.

   • https://fernwoodpublishing.ca/book/research-is-ceremony-shawn-wilson

2. Wilson, Shawn. "What Is an Indigenous Research Methodology?" Canadian Journal of Native Education, 25(2), 2001, pp. 175-179.

3. Wilson, Shawn. "Progressing Toward an Indigenous Research Paradigm in Canada and Australia." Canadian Journal of Native Education, 27(2), 2003, pp. 161-178.

4. Wilson, Shawn, Breen, A., & DuPré, L. (Eds.). Research and Reconciliation: Unsettling Ways of Knowing Through Indigenous Relationships. Toronto: Canadian Scholars, 2019.

Complementary Indigenous Methodology Works#

5. Smith, Linda Tuhiwai. Decolonizing Methodologies: Research and Indigenous Peoples. Zed Books, 1999. 3rd ed. Bloomsbury, 2021.

6. Kovach, Margaret. Indigenous Methodologies: Characteristics, Conversations, and Contexts. University of Toronto Press, 2009. 2nd ed. 2021.

7. Absolon, Kathleen (Minogiizhigokwe). Kaandossiwin: How We Come to Know — Indigenous Re-Search Methodologies. Fernwood Publishing, 2011. 2nd ed. 2022.

8. Graveline, Fyre Jean. Circle Works: Transforming Eurocentric Consciousness. Fernwood Publishing, 1998.

9. Archibald, Jo-ann (Q'um Q'um Xiiem). Indigenous Storywork: Educating the Heart, Mind, Body, and Spirit. UBC Press, 2008.

10. King, Thomas. The Truth About Stories: A Native Narrative. House of Anansi Press, 2003.

11. Kimmerer, Robin Wall. Braiding Sweetgrass: Indigenous Wisdom, Scientific Knowledge and the Teachings of Plants. Milkweed Editions, 2013.

12. Cajete, Gregory. Native Science: Natural Laws of Interdependence. Clear Light Publishers, 2000.

13. Chilisa, Bagele. Indigenous Research Methodologies. SAGE, 2012. 2nd ed. 2020.

Critical Theory and Anti-Extraction#

14. Tuck, Eve, and Yang, K. Wayne. "Decolonization Is Not a Metaphor." Decolonization: Indigeneity, Education & Society, 1(1), 2012, pp. 1-40.

15. Tuck, Eve. "Suspending Damage: A Letter to Communities." Harvard Educational Review, 79(3), 2009, pp. 409-427.

16. Simpson, Leanne Betasamosake. As We Have Always Done: Indigenous Freedom Through Radical Resistance. University of Minnesota Press, 2017.

Relevant Academic Resources#

17. "Creating Ethical Research Partnerships – Relational Accountability in Action." Engaged Scholar Journal, University of Saskatchewan.

    • https://esj.usask.ca/index.php/esj/article/download/61486/46495/

18. "A Values-Centered Relational Science Model: Supporting Indigenous Rights and Reconciliation in Research." Ecology and Society, 29(2), 2024.

    • https://ecologyandsociety.org/vol29/iss2/art11/

19. "Centering Relationality and CARE for Stewardship of Indigenous Research Data." Data Science Journal, 2024.

    • https://datascience.codata.org/articles/10.5334/dsj-2024-032

20. "Indigenous Relationality: Definitions and Methods." AlterNative: An International Journal of Indigenous Peoples, 2023.

    • https://journals.sagepub.com/doi/pdf/10.1177/11771801231168380

Existing Repo Research#

21. Shawn Wilson Indigenous Research Paradigm deep research report (2026-03-03), /a/src/IAIP/prototypes/artefacts/test-skill-deep-research--by-dotctx/shawn-wilson-indigenous-research-paradigm.md

22. Relational Accountability in Indigenous Narrative research report (2026-03-03), /a/src/IAIP/prototypes/artefacts/test-skill-deep-research--by-dotctx/relational-accountability-in-indigenous-narrative.md

23. Relational Computing: Innu AI Language Revitalization framework document, /a/src/IAIP/docs/research/71-Relational_Computing_Innu_AI_Language_Revitalization.md

24. Recognizing Extraction in Systems article (2026-03-05), /a/src/IAIP/prototypes/artefacts/skill-indigenous-deep-search--2603041557--b9733e9d-af3e-417c-a9d9-5927f9dcf414/articles/11-recognizing-extraction-in-systems.md

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This document is a relational methodology source document, not a prescriptive guide. Wilson's framework cannot be reduced to instructions. It describes a way of being in relationship — and that way of being must be lived, not merely followed. The document is compiled with accountability to the scholars whose work it draws upon, and with the understanding that their knowledge is relational, not extractable.

Compiled 2026-03-28.