MétaCan
Menu
Back to cohort
Record W4376274637 · doi:10.4324/9781003287483-5

Decolonization in Engineering Education

2023· book-chapter· en· W4376274637 on OpenAlexfundno aff
Jillian Seniuk Cicek, Stephanie Masta, Thomas Goldfinch, Bruce Kloot

Bibliographic record

Venuenot available
Typebook-chapter
Languageen
FieldSocial Sciences
TopicHigher Education Governance and Development
Canadian institutionsnot available
FundersUniversity of Manitoba
KeywordsDecolonizationPolitical scienceLaw

Abstract

fetched live from OpenAlex

Decolonization has emerged as a sociopolitical movement in response to the embedded and ongoing practices of coloniality within the modern state. However, the notion of decolonization remains rather contested, particularly within education. A significant absence of decolonization within the STEM literature has been noted. The purpose of this chapter is to explore how decolonization is conceptualized within the engineering education literature. We discuss the varied meanings of decolonization and identify four categories. Drivers for, and barriers to, engaging in decolonial work within engineering education are considered, and recommendations made. Decolonization requires a fundamental shift in thinking about whose knowledges and belief systems are accessed and how knowledge is acquired and shared. It challenges the notion of objectivity, the purposes and practices in engineering, and the perpetuation of the status quo. It requires centering Indigenous and non-Western methodologies, pedagogies, and practices alongside Western engineering methods, education, and research. Understandings and inclusions of Indigenous and non-Western epistemic, ontological, and axiological worldviews are needed to further drive genuine decolonization in engineering education and research.

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 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.956
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.016
GPT teacher head0.289
Teacher spread0.273 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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

Citations10
Published2023
Admission routes1
Has abstractyes

Explore more

Same topicHigher Education Governance and DevelopmentFrench-language works237,207