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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 OpenAlexaboutno aff
Norbert Werner Witt

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

fetched live from OpenAlex

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.116
metaresearch head score (Gemma)0.104
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.974
Threshold uncertainty score0.615

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.1160.104
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0030.002
Science and technology studies0.0260.169
Scholarly communication0.0340.027
Open science0.0040.020
Research integrity0.0160.028
Insufficient payload (model declined to judge)0.0020.001

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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designTheoretical or conceptual
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations5
Published2007
Admission routes1
Has abstractyes

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