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Record W4406176303 · doi:10.1142/s1084946724500225

EMOTIONAL TRANSFORMATION OF FAILURE: PASSION, RESILIENCE AND ENTREPRENEURIAL SELF-EFFICACY

2024· article· en· W4406176303 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

VenueJournal of Developmental Entrepreneurship · 2024
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicEntrepreneurship Studies and Influences
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsPassionPsychological resilienceSelf-efficacyStructural equation modelingResilience (materials science)EntrepreneurshipSocial psychologyPsychologyBusinessComputer science

Abstract

fetched live from OpenAlex

New entrepreneurs often face failures that can erode confidence and self-efficacy, thereby obstructing progress. This study considers the effects of failure on entrepreneurial self-efficacy and proposes a model based on entrepreneurial learning of how passion and resilience may mitigate these effects. Using data from 423 entrepreneurs (both successful and unsuccessful) in North America, it tests a model via structural equation modeling, in which entrepreneurial self-efficacy is directly affected by failure, and indirectly affected by passion and resilience. The results indicate the negative direct effects of failure on entrepreneurial self-efficacy may be offset by strongly positive effects of entrepreneurial passion and by resilience. This appears to be the first empirical study to test directly the moderating effects of entrepreneurial passion and resilience on the relationship between failure and entrepreneurial self-efficacy. In the presence of sufficient passion and resilience, failure may be viewed as a positive influence on self-efficacy. The results suggest that entrepreneurial failure may act as a precursor to entrepreneurial passion. They also suggest that the practical, negative effects of setbacks can be mitigated, or even reversed, by focusing on developing entrepreneurial passion and resilience in new entrepreneurs.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.213
Threshold uncertainty score0.715

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 studies0.0000.000
Scholarly communication0.0000.002
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 head0.227
Teacher spread0.214 · 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