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Record W2117761579 · doi:10.5897/err.9000411

What if indigenous knowledge contradicts accepted scientific findings? - the hidden agenda: respect, caring and passion towards aboriginal research in the context of applying western academic rules

2007· review· en· W2117761579 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueEducational Research Review · 2007
Typereview
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousContext (archaeology)Traditional knowledgeDilemmaSociologySociology of scientific knowledgeStatement (logic)Subject (documents)Environmental ethicsSocial sciencePsychologyEpistemologyPolitical scienceLawGeographyEcologyLibrary scienceArchaeology

Abstract

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The statement in the title, what if Indigenous Knowledge contradicts accepted scientific findings  (Fowler, 2000), is an expression of the dilemma people who research Indigenous Knowledge think they  find themselves in when they are confronted with different interpretations of what it means to be  human, or, as I may summarize it, with different cultural interpretations of human existence.  I sense a  certain amount of fear in this statement, which, indeed, suggests an Indigenous interpretation that  threatens the accepted scientific worldview.  The question is, of course, who the accepting entity is and  what the acceptance is measured on. The statement was made by an academic (PhD) executive of a  diamond company who, responsible for inclusion of Indigenous Knowledge in the environmental  assessment the company had to do before starting the mine, suspects contradictory interpretations on  land use by the Indigenous people who occupy the land that should be developed by the company he  represents. With this statement, he sets the stage for an analysis of research data on Indigenous  Knowledge the company collected in order to follow recommendations of the Canadian Environmental  Assessment Act (1996) that would dismiss the validity of the very subject, Indigenous Knowledge, that  is to be integrated in environmental assessment done on Indigenous lands.  His use of the term  accepted scientific findings is unfortunate as he tries to recruit the academic community for reinforcing  his view on the suspected contradictions of Indigenous Knowledge to scientific knowledge. He  juxtaposes accepted, academic or scientific knowledge production to Indigenous, supposedly nonscientific knowledge, and in the process creates an image of a united academy which keeps Indigenous  Knowledge out rather than integrating it, ignoring a development within the academy, carried by  Indigenous scholars, which is opening paths to integrate Indigenous knowledge, although, admittedly,  this does not happen without a challenge of the status quo. Looking into knowledge production  anywhere we will find that the basis is observation, no matter where knowledge is produced. What is  then the problem with acknowledging knowledge from others? One hint is given by Parsons (2005) who  quotes on Thornhill (www.kronia.com) that “you have to observe what nature actually does, not what  you think it should do”, a statement that refers to assumptions (hypotheses) that influence both the  researchers’ observation and the analysis of it. I have to clarify here that he is referring to an academic  establishment which, rather than trying to find new insights, tries to protect accepted paradigms.  In  this context any different interpretation of the observed facts would pose a threat, and the very  presence of Indigenous Knowledge might be seen as such.  In this context, the rules of research and  acceptance of knowledge production become a control mechanism that, rather than expanding  knowledge, only allows a point of view that protects the Status Quo, preventing knowledge from real  growth.  In this way, the acceptance of knowledge researched according to those rules will be  measured not on the basis of the philosophy of the people who hold this knowledge but on the degree  of whiteness, meaning its closeness to the protected and privileged, western academic knowledge.  I  see Fowler’s (2000) statement within this context. What I will discuss are examples that show how the  company uses academic research analysis to create a context which keeps Indigenous Knowledge out  of the academic realm.  Of course, the driving factor might be to validate the economic agenda of the  company and devalue Indigenous concerns of destruction of their environment, source of Indigenous  economy and, ultimately, their way of life.  As legal interpretations were also used in order to justify  such views on Indigenous Knowledge, I will discuss those interpretations, using some rulings by   226 Educ. Res. Rev.    Canadian courts that contradict them.  In the end, I will discuss the academic context, showing that,  while there is a struggle by Indigenous scholars to integrate Indigenous worldviews, the doors for  acceptance of Indigenous Knowledge are not as closed as the statement in the title of this paper might  suggest.  I will, however, also point out that there is a tendency to protect a Status Quo of scientific  knowledge produced in the academy and that Indigenous Knowledge has not yet been completely  accepted, and as long as control of knowledge production and interpretation of knowledge according to  its degree of academic whiteness remains in the hands of the privileged, Indigenous people in the  academy will have to struggle to have Indigenous Knowledge accepted. My examples refer to research  of Indigenous Knowledge in the Omushkegowuk (Swampy Cree) community of Attawapiskat in  Northern Ontario, Canada set up and supervised by the diamond company.  My interest in this issue  stems from my status of, albeit being non-Aboriginal, being a member of the community by marriage,  being involved in community matters with all my in-law relatives living in that community.  Having such  personal connection to the people I also witness that due to the mistrust in the validity of their  knowledge, Indigenous people still have a hard time trusting the claim of their colonizers to have  moved beyond colonialism.    Key words: Indigenous research, Research in Indigenous communities, ways of

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.077
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies, Research integrity
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.919
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0770.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.005
Science and technology studies0.0120.004
Scholarly communication0.0010.001
Open science0.0030.000
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.385
GPT teacher head0.568
Teacher spread0.182 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it