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Record W2794890597 · doi:10.1108/cpoib-12-2016-0067

International business research challenges in Africa

2018· article· en· W2794890597 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

VenueCritical Perspectives on International Business · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal and Cross-Cultural Management
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsOriginalityValue (mathematics)Face (sociological concept)Government (linguistics)SociologyInterviewNarrativeInternational businessPublic relationsPolitical scienceQualitative researchSocial scienceAnthropologyLaw

Abstract

fetched live from OpenAlex

Purpose This paper aims to explore the challenges researchers in/on Africa face when conducting research on the continent. It examines the reasons behind Africans’ relatively limited contribution to the business literature in the global sphere and why not culturally sensitive and nuanced research on Africa is spreading unchallenged. Design/methodology/approach The study combines knowledge creation and institutional theories to explain why African business scholars struggle in researching the continent and in contributing significantly to global knowledge creation. It also explores the debate about why Africa’s narratives in business seem dominated by not culturally sensitive and nuanced voices and approaches. It uses a participant observation method. Findings The study found that African scholars have not yet contributed significantly to global knowledge creation because of Africa’s institutional weaknesses and lack of government support for research, coupled with challenges at the interviewing, organizational and scholars’ levels. The study points to the specificities of the continent as well as to African interviewees’ particularities and the type of interactions with the researchers. The paper proposes new avenues to address those multilevel challenges and offers key lessons for future studies. Originality/value To the best of the authors’ knowledge, this study is the first to systematically investigate the fundamental reasons behind business research challenges in/on Africa from knowledge creation and institutional standpoints. This study also contributes to the growing debate on Africans’ meager contribution to business literature as well as the controversy regarding culturally sensitive vs not culturally sensitive knowledge creation on Africa. Finally, it proposes avenues to understanding and overcoming those challenges.

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)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.959
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.002
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
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 head0.152
GPT teacher head0.446
Teacher spread0.294 · 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