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Record W6981729181

An Exploratory Study of Entrepreneurial Intention Among Hispanic Entrepreneurs in Toronto

2023· article· en· W6981729181 on OpenAlexaboutno aff

Bibliographic record

VenueDigital Commons - Andrews University (Andrews University) · 2023
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicDiverse Scientific and Economic Studies
Canadian institutionsnot available
Fundersnot available
KeywordsTheory of planned behaviorImmigrationEntrepreneurshipPredictive powerExploratory researchPerceptionSocial cognitive theoryControl (management)Unemployment
DOInot available

Abstract

fetched live from OpenAlex

The Problem Entrepreneurship scholars have claimed that immigrants are more likely to become self-employed due to limited job opportunities, access to social networks, cultural background, necessity, and education and skills. However, the entrepreneurial experience of Hispanic immigrants in Toronto has yet to be examined. This quantitative study examined the attitudes, norms, and perceptions influencing entrepreneurial intention and the factors that encourage self-employment continuation among immigrants in Canada. Method This study used a survey questionnaire of ninety-four Hispanic entrepreneurs in Toronto to comprehend their entrepreneurial intention. It examined their proficiencies, studied their business characteristics, and predicted their behavior toward self employment continuation. The collected data responded to the descriptive variables, the control variables, and the intention variables. The latter variables were related to the TPB’s three dimensions: a) attitude toward entrepreneurship, b) social norm, and c) behavioral control. This dissertation studied the predictive power of the TPB in self employment continuation among Hispanic entrepreneurs. Conclusions Established on the theory of planned behavior, the investigation found that attitudes towards the behavior, subjective norms, and perceived behavioral control were significant predictors of Hispanic’s entrepreneurial intentions to continue in self employment. In addition, the study shows that perceived behavioral control offers the most substantial predictability for self-employment among Hispanics in contrast with attitudes toward the behaviors and social norms within this subculture reported by the research. The study outcomes have supported the theory of planned behavior and provided new insights for immigrant entrepreneurship 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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.669
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.003
Open science0.0010.000
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 head0.032
GPT teacher head0.200
Teacher spread0.168 · 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.

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

Citations0
Published2023
Admission routes1
Has abstractyes

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