MétaCan
Menu
Back to cohort
Record W4389427107 · doi:10.21083/ajote.v12i2.7518

The SDG agenda and university transformation in Africa: The decolonial turn deferred?

2023· article· en· W4389427107 on OpenAlexvenueno aff
Shireen Motala, Yusuf YM Sayed, Terri Maggott

Bibliographic record

VenueAfrican Journal of Teacher Education · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Educational Policies and Reforms
Canadian institutionsnot available
Fundersnot available
KeywordsHigher educationContext (archaeology)Equity (law)Political scienceAutonomyDisciplineSociologyPublic relationsPublic administrationEconomic growthSocial scienceGeographyLaw

Abstract

fetched live from OpenAlex

The Sustainable Development Goals (SDGs) agreed in September 2015 set the scene for a renewed and ambitious development framework in a global context of widening inequalities within and between countries, global economic crises, conflict and climate change. Higher education is framed in several of the targets that make up SDG 4 and is also argued as central to achieving all 17 goals. However, the extent to which they engage with higher education in the context of calls for responsive, decolonised higher education remains underexplored. It is this gap that this paper addresses, arguing that while the SDGs take a broad approach to education the focus on specific targets and indicators limit states’ autonomy by de-territorialising local frameworks (Sayed & Moriarty, 2020). As a result, universities in Africa struggle to assert their agendas as power is overly located at the supra national level. We use the case of South African higher education to examine how and in what ways the national education agenda articulates with the SDG agenda. In particular, we focus on the lack of a clear equity and anti-racist focus in the SDG agenda which fails to engage with the disciplinary hold of racism over knowledge. We use Boaventura de Sousa Santos’ (2014) notion of difficult questions in higher education with weak answers to address what a decolonised and deracialised higher education system might look like. In particular, we articulate how Western domination has marginalised knowledge present in the global South. In so doing, we describe the influence of the SDGs in higher education noting the strides made but also their limited application in the global South and the decolonial turn. We argue that the decolonisation of knowledge in higher education is a collective process in which disruptive disciplinary practices contribute to cognitive global justice.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.453
Threshold uncertainty score0.434

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.026
GPT teacher head0.311
Teacher spread0.284 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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

Citations1
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueAfrican Journal of Teacher EducationSame topicGlobal Educational Policies and ReformsFrench-language works237,207