MétaCan
Menu
Back to cohort
Record W3090325018 · doi:10.6000/1929-7092.2020.09.31

Personality Traits and Performance of Immigrant-Owned Small Businesses

2020· article· en· W3090325018 on OpenAlexvenueno aff
Olawale Fatoki

Bibliographic record

VenueJournal of Reviews on Global Economics · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Ethnicity, and Economy
Canadian institutionsnot available
Fundersnot available
KeywordsImmigrationBig Five personality traitsPersonalityPsychologyDemographic economicsBusinessSocial psychologyEconomicsPolitical science

Abstract

fetched live from OpenAlex

Motivation: Immigrant entrepreneurs contribute to employment and the sustainable growth of host countries and both native and immigrant-owned enterprises should be included in the growth and employment strategy of a country.However, immigrant-owned small businesses face many challenges which impact on their performance and survival.The personality traits of immigrant entrepreneurs can influence the strategy adopted and implemented to improve business performance. Novelty:The aim of the study is to examine the effect of owners' personality traits on the performance of immigrantowned small businesses using the Five-Factor model.Empirical studies that specifically focus on the effect of personality traits on the performance of immigrant-owned small businesses are scarce. Methodology and Methods:The cross sectional survey method was used for data collection in a quantitative study.Data was collected from one hundred and ninety-six immigrant entrepreneurs and the participants in the survey were conveniently sampled.The participants of this study were in the retail and service businesses and were immigrants with legal residency in South Africa. Data and Empirical Analysis:The Partial Least Square Structural Equation Modelling (PLS SEM) was used for analysis.The results indicated significant positive relationships between three personality traits (openness to experience, conscientiousness, extraversion) and the performance of immigrant-owned small businesses.The influence of agreeableness is insignificant while the effect of neuroticism is significantly negative. Policy Considerations:The findings this study can help individuals, businesses and government agencies that support small businesses to understand the personality traits that can help to improve the performance of immigrant-owned businesses.The design of training programme to improve the performance of immigrant-owned businesses should include how to enhance the personality traits of immigrant entrepreneurs especially openness to experience, conscientiousness and extraversion.The employment strategy of immigrant-owned small businesses should focus on individuals with these performance-enhancing personality traits.

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)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.061
GPT teacher head0.290
Teacher spread0.229 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations4
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Reviews on Global EconomicsSame topicMigration, Ethnicity, and EconomyFrench-language works237,207