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Record W3175382223 · doi:10.1111/isj.12343

Digital entrepreneurship and indigenous value systems: An Ubuntu perspective

2021· article· en· W3175382223 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueInformation Systems Journal · 2021
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInnovation and Socioeconomic Development
Canadian institutionsWestern University
FundersNational Research Foundation
KeywordsEntrepreneurshipIndigenousEmbeddednessSociologyReciprocity (cultural anthropology)Value (mathematics)Context (archaeology)AlliancePublic relationsPolitical scienceSocial scienceComputer scienceGeography

Abstract

fetched live from OpenAlex

Abstract This paper investigates the embeddedness of digital entrepreneurship in the entrepreneurs' indigenous value system by examining the influence of ‘Ubuntu’ on digital entrepreneurship activities in the South African context. We do so through an interpretive field study of two innovation clusters in South Africa. Our findings reveal Ubuntu as the basis of a community orientation to digital entrepreneurship that offers an alternative to the prevalent heroic view in which digital entrepreneurship narratives are centred around the individual entrepreneur(s). They also highlight the tensions faced by digital entrepreneurs as they attempt to uphold the Ubuntu values of humility, reciprocity, and benevolence while operating in a competitive and fast‐paced environment. In addition, our study indicates that the way entrepreneurs draw on their indigenous value system is dynamic, giving rise to what we call digital Ubuntu , reflecting a reworking of Ubuntu values into their increasingly digital reality. The concept of digital Ubuntu brings to light how indigenous values can become entangled with the capabilities of digital technologies and highlights the need for indigenous perspectives to advance our understanding of the diversity of digital phenomena, such as digital entrepreneurship, across cultural contexts.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.831
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0050.009
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 head0.013
GPT teacher head0.217
Teacher spread0.204 · 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